Dr Morteza Saberi

Dr Morteza Saberi

Visiting Fellow
UNSW Canberra
School of Business

I am on my new role in School of Computer Science, UTS, Sydney. You can reach me via this address:

morteza.saberi@uts.edu.au

Dr Morteza Saberi is currently a Lecturer (Assistant Professor) at the School of Business, UNSW Canberra. He has an outstanding research record and significant capabilities in the area of business intelligence, data mining and applied machine learning. He has published more than 150 papers in reputable academic journals and conference proceedings such as Computers & Industrial Engineering, Future Generation Computer Systems, Knowledge-Based Systems, Applied Soft Computing, Enterprise Information Systems, Business Process Management Journal, Journal of Manufacturing Systems, Journal of Loss Prevention in the Process Industries, Technological Forecasting and Social Change, Process Safety and Environmental Protection, Neurocomputing, Safety science, Quality & Quantity, Energy Policy, Applied Energy, AAA-I, WSDM & IJCAI. His Google Scholar citations and h-index are 3300 and 27, respectively. He was a Lecturer at the University of Tafresh’s Department of Industrial Engineering. He has won over 20 national and international research awards and recognitions till date from his research. He was awarded the first Place Dissertation Competition from Sixth International Conference on Industrial Engineering and Operations Management (IEOM) as an output of his PhD. He visited two world-class research institutes in Germany: the Department of Information Systems (under Professor Martin Theobald), Max Planck Institute, Saarbrucken, Germany and Information Systems Group (under Professor Felix Naumann), Hasso Plattner Institute, Germany. Currently, he is the co-supervisor of 4 PhD students.

  • His Erdös number is 4: Morteza Saberi-> Martin Theobald -> Gerhard Weikum -> Patrick Eugene O'Neil -> Paul Erdös.
  • Book Chapters | 2024
    Farhood H; Najafi M; Saberi M, 2024, 'Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap', in , pp. 72 - 83, http://dx.doi.org/10.1007/978-981-97-0989-2_7
    Book Chapters | 2022
    Choukolaei HA; Rezaee MJ; Yousefi S; Saberi M, 2022, 'A Simulation-Based Approach for Decision-Making in Earthquake Crisis Management', in Multi-Criteria Decision Analysis, CRC Press, pp. 281 - 302, http://dx.doi.org/10.1201/9781003212904-19
    Book Chapters | 2022
    Chowdhury T; Cheraghian A; Ramasinghe S; Ahmadi S; Saberi M; Rahman S, 2022, 'Few-Shot Class-Incremental Learning for 3D Point Cloud Objects', in , pp. 204 - 220, http://dx.doi.org/10.1007/978-3-031-20044-1_12
    Book Chapters | 2022
    Farhood H; Saberi M; Najafi M, 2022, 'Human-in-the-Loop Optimization for Artificial Intelligence Algorithms', in , pp. 92 - 102, http://dx.doi.org/10.1007/978-3-031-14135-5_7
    Book Chapters | 2021
    Ghildyal A; Ru D; Chang E; Joiner K; Saberi M; Despande A, 2021, 'Conceptual Framework for Measuring Project Benefits Using Belief—Plausibility and Type 1 Fuzzy Inference System', in Recent Developments and the New Direction in Soft-Computing Foundations and Applications, pp. 243 - 256, http://dx.doi.org/10.1007/978-3-030-47124-8_20
    Book Chapters | 2020
    Saberi M; Saberi Z; Aasadabadi MR; Hussain OK; Chang E, 2020, 'A Customer-Oriented Assortment Selection in the Big Data Environment', in Lecture Notes on Data Engineering and Communications Technologies, pp. 161 - 172, http://dx.doi.org/10.1007/978-3-030-34986-8_11
    Book Chapters | 2010
    Azadeh A; Rouzbahman M; Saberi M, 2010, 'An artificial intelligent approach for evaluation of teamwork versus health, safety, environment and ergonomics (Hsee)', in Advances in Human Factors, Ergonomics, and Safety in Manufacturing and Service Industries, pp. 1222 - 1232, http://dx.doi.org/10.1201/EBK1439834992
  • Journal articles | 2024
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Prior D, 2024, 'Adaptive identification of supply chain disruptions through reinforcement learning', Expert Systems with Applications, 248, pp. 123477, http://dx.doi.org/10.1016/j.eswa.2024.123477
    Journal articles | 2024
    Jahangoshai Rezaee M; Abbaspour Onari M; Saberi M, 2024, 'A data-driven decision support framework for DEA target setting: an explainable AI approach', Engineering Applications of Artificial Intelligence, 127, http://dx.doi.org/10.1016/j.engappai.2023.107222
    Journal articles | 2024
    Jozmaleki M; Jahangoshai Rezaee M; Saberi M, 2024, 'A Hybrid Semi-Supervised Approach for Estimating the Efficient and Optimal Level of Hospitals Outputs', Cybernetics and Systems, 55, pp. 585 - 613, http://dx.doi.org/10.1080/01969722.2022.2122013
    Journal articles | 2024
    Onari MA; Rezaee MJ; Saberi M; Nobile MS, 2024, 'An explainable data-driven decision support framework for strategic customer development', Knowledge-Based Systems, 295, http://dx.doi.org/10.1016/j.knosys.2024.111761
    Journal articles | 2023
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Prior D, 2023, 'Reinforcement Learning-Based News Recommendation System', IEEE Transactions on Services Computing, 16, pp. 4493 - 4502, http://dx.doi.org/10.1109/TSC.2023.3326197
    Journal articles | 2023
    Asadabadi MR; Saberi M; Sadghiani NS; Zwikael O; Chang E, 2023, 'Enhancing the analysis of online product reviews to support product improvement: integrating text mining with quality function deployment', Journal of Enterprise Information Management, 36, pp. 275 - 302, http://dx.doi.org/10.1108/JEIM-03-2021-0143
    Journal articles | 2023
    Motahari R; Alavifar Z; Zareh Andaryan A; Chipulu M; Saberi M, 2023, 'A multi-objective linear programming model for scheduling part families and designing a group layout in cellular manufacturing systems', Computers and Operations Research, 151, http://dx.doi.org/10.1016/j.cor.2022.106090
    Journal articles | 2023
    Nimmy SF; Hussain OK; Chakrabortty RK; Hussain FK; Saberi M, 2023, 'An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions', Knowledge-Based Systems, 271, http://dx.doi.org/10.1016/j.knosys.2023.110552
    Journal articles | 2023
    Nimmy SF; Hussain OK; Chakrabortty RK; Hussain FK; Saberi M, 2023, 'Interpreting the antecedents of a predicted output by capturing the interdependencies among the system features and their evolution over time', Engineering Applications of Artificial Intelligence, 117, http://dx.doi.org/10.1016/j.engappai.2022.105596
    Journal articles | 2023
    Rigi F; Saberi M; Ebrahimi M, 2023, 'Improved drought tolerance in Festuca ovina L. using plant growth promoting bacteria', Journal of Arid Land, 15, pp. 740 - 755, http://dx.doi.org/10.1007/s40333-023-0015-6
    Journal articles | 2023
    Saberi Z; K. Hussain O; Saberi M, 2023, 'Data-driven personalized assortment optimization by considering customers’ value and their risk of churning: Case of online grocery shopping', Computers and Industrial Engineering, 182, http://dx.doi.org/10.1016/j.cie.2023.109328
    Journal articles | 2023
    Shamsi A; Asgharnezhad H; Bouchani Z; Jahanian K; Saberi M; Wang X; Razzak I; Alizadehsani R; Mohammadi A; Alinejad-Rokny H, 2023, 'A novel uncertainty-aware deep learning technique with an application on skin cancer diagnosis', Neural Computing and Applications, 35, pp. 22179 - 22188, http://dx.doi.org/10.1007/s00521-023-08930-1
    Journal articles | 2023
    2023, 'SIAEF/PoE: Accountability of Earnestness for encoding subjective information in Blockchain', , http://dx.doi.org/10.1016/j.knosys.2023.110501
    Journal articles | 2022
    Aboutorab H; Hussain OK; Saberi M; Hussain FK, 2022, 'A reinforcement learning-based framework for disruption risk identification in supply chains', Future Generation Computer Systems, 126, pp. 110 - 122, http://dx.doi.org/10.1016/j.future.2021.08.004
    Journal articles | 2022
    Ataei M; Divsalar A; Saberi M, 2022, 'The bi-objective orienteering problem with hotel selection: an integrated text mining optimisation approach', Information Technology and Management, http://dx.doi.org/10.1007/s10799-022-00377-5
    Journal articles | 2022
    Bui HT; Hussain OK; Prior D; Hussain FK; Saberi M, 2022, 'Proof by Earnestness (PoE) to determine the authenticity of subjective information in blockchains - application in supply chain risk management', Knowledge-Based Systems, 250, pp. 108972, http://dx.doi.org/10.1016/j.knosys.2022.108972
    Journal articles | 2022
    Ebrahimi M; Saberi M, 2022, 'The relationship between succession and reclamation of desertified areas in artificial forests of Calligonum spp. in an arid desert of southeastern Iran', Frontiers in Environmental Science, 10, http://dx.doi.org/10.3389/fenvs.2022.901962
    Journal articles | 2022
    Eshkevari M; Jahangoshai Rezaee M; Saberi M; Hussain OK, 2022, 'An end-to-end ranking system based on customers reviews: Integrating semantic mining and MCDM techniques', Expert Systems with Applications, 209, http://dx.doi.org/10.1016/j.eswa.2022.118294
    Journal articles | 2022
    Norouzian-Maleki P; Izadbakhsh H; Saberi M; Hussain O; Jahangoshai Rezaee M; GhanbarTehrani N, 2022, 'An integrated approach to system dynamics and data envelopment analysis for determining efficient policies and forecasting travel demand in an urban transport system', Transportation Letters, 14, pp. 157 - 173, http://dx.doi.org/10.1080/19427867.2020.1839716
    Journal articles | 2022
    Prior DD; Saberi M; Janjua NK; Jie F, 2022, 'Can i trust you? incorporating supplier trustworthiness into supplier selection criteria', Enterprise Information Systems, 16, http://dx.doi.org/10.1080/17517575.2021.1878393
    Journal articles | 2022
    Valipour M; Yousefi S; Jahangoshai Rezaee M; Saberi M, 2022, 'A clustering-based approach for prioritizing health, safety and environment risks integrating fuzzy C-means and hybrid decision-making methods', Stochastic Environmental Research and Risk Assessment, 36, pp. 919 - 938, http://dx.doi.org/10.1007/s00477-021-02045-6
    Journal articles | 2022
    Zhang Y; Wang M; Saberi M; Chang E, 2022, 'Analysing academic paper ranking algorithms using test data and benchmarks: an investigation', Scientometrics, http://dx.doi.org/10.1007/s11192-022-04429-z
    Journal articles | 2021
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Chang E, 2021, 'A survey on the suitability of risk identification techniques in the current networked environment', Journal of Network and Computer Applications, 178, http://dx.doi.org/10.1016/j.jnca.2021.102984
    Journal articles | 2021
    Ahmadi Choukolaei H; Jahangoshai Rezaee M; Ghasemi P; Saberi M, 2021, 'Efficient Crisis Management by Selection and Analysis of Relief Centers in Disaster Integrating GIS and Multicriteria Decision Methods: A Case Study of Tehran', Mathematical Problems in Engineering, 2021, http://dx.doi.org/10.1155/2021/5944828
    Journal articles | 2021
    Bui HT; Hussain OK; Saberi M; Hussain F, 2021, 'Assessing the authenticity of subjective information in the blockchain: a survey and open issues', World Wide Web, 24, pp. 483 - 509, http://dx.doi.org/10.1007/s11280-020-00854-3
    Journal articles | 2021
    Hoseini SA; Fallahpour A; Wong KY; Mahdiyar A; Saberi M; Durdyev S, 2021, 'Sustainable supplier selection in construction industry through hybrid fuzzy-based approaches', Sustainability (Switzerland), 13, pp. 1 - 19, http://dx.doi.org/10.3390/su13031413
    Journal articles | 2021
    Jahangoshai Rezaee M; Eshkevari M; Saberi M; Hussain O, 2021, 'GBK-means clustering algorithm: An improvement to the K-means algorithm based on the bargaining game', Knowledge-Based Systems, 213, http://dx.doi.org/10.1016/j.knosys.2020.106672
    Journal articles | 2021
    Motahari R; Saeidi Sough Y; Aboutorab H; Saberi M, 2021, 'Joint optimization of maintenance and inventory policies for multi-unit systems', International Journal of System Assurance Engineering and Management, 12, pp. 587 - 607, http://dx.doi.org/10.1007/s13198-021-01123-w
    Journal articles | 2021
    Nimmy SF; Hussain OK; Chakrabortty R; Hussain FK; Saberi M, 2021, 'Explainability in Supply Chain Operational Risk Management: A Systematic Literature Review', Knowledge-Based Systems, http://dx.doi.org/10.1016/j.knosys.2021.107587
    Journal articles | 2021
    Saberi M; Zhang X; Mobasheri A, 2021, 'Targeting mitochondrial dysfunction with small molecules in intervertebral disc aging and degeneration', GeroScience, 43, pp. 517 - 537, http://dx.doi.org/10.1007/s11357-021-00341-1
    Journal articles | 2020
    Akbari F; Saberi M; Hussain OK, 2020, 'Social network structure-based framework for innovation evaluation and propagation for new product development', Service Oriented Computing and Applications, 14, pp. 189 - 201, http://dx.doi.org/10.1007/s11761-020-00289-8
    Journal articles | 2020
    Asadabadi MR; Saberi M; Zwikael O; Chang E, 2020, 'Ambiguous requirements: A semi-automated approach to identify and clarify ambiguity in large-scale projects', Computers and Industrial Engineering, 149, http://dx.doi.org/10.1016/j.cie.2020.106828
    Journal articles | 2020
    Jahangoshai Rezaee M; Yousefi S; Eshkevari M; Valipour M; Saberi M, 2020, 'Risk analysis of health, safety and environment in chemical industry integrating linguistic FMEA, fuzzy inference system and fuzzy DEA', Stochastic Environmental Research and Risk Assessment, 34, pp. 201 - 218, http://dx.doi.org/10.1007/s00477-019-01754-3
    Journal articles | 2020
    Khatibi R; Saberi M, 2020, 'Bio-climatic classification of Iran by multivariate statistical methods', SN Applied Sciences, 2, http://dx.doi.org/10.1007/s42452-020-03500-9
    Journal articles | 2020
    Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challenges', Scientometrics, http://dx.doi.org/10.1007/s11192-020-03683-3
    Journal articles | 2019
    Asadabadi MR; Chang E; Saberi M, 2019, 'Are MCDM methods useful? A critical review of Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP)', Cogent Engineering, 6, pp. 1623153, http://dx.doi.org/10.1080/23311916.2019.1623153
    Journal articles | 2019
    Nawaz F; Hussain O; Hussain FK; Janjua NK; Saberi M; Chang E, 2019, 'Proactive management of SLA violations by capturing relevant external events in a Cloud of Things environment', Future Generation Computer Systems, 95, pp. 26 - 44, http://dx.doi.org/10.1016/j.future.2018.12.034
    Journal articles | 2019
    Saberi M; Hussain OK; Chang E, 2019, 'Quality Management of Workers in an In-House Crowdsourcing-Based Framework for Deduplication of Organizations' Databases', IEEE Access, 7, pp. 90715 - 90730, http://dx.doi.org/10.1109/ACCESS.2019.2924979
    Journal articles | 2019
    Saberi Z; Saberi M; Hussain O; Chang E, 2019, 'Stackelberg model based game theory approach for assortment and selling price planning for small scale online retailers', Future Generation Computer Systems, 100, pp. 1088 - 1102, http://dx.doi.org/10.1016/j.future.2019.05.066
    Journal articles | 2019
    Salamai A; Hussain OK; Saberi M; Chang E; Hussain FK, 2019, 'Highlighting the Importance of Considering the Impacts of Both External and Internal Risk Factors on Operational Parameters to Improve Supply Chain Risk Management', IEEE Access, 7, pp. 49297 - 49315, http://dx.doi.org/10.1109/ACCESS.2019.2902191
    Journal articles | 2019
    Yazdani M; Babagolzadeh M; Kazemitash N; Saberi M, 2019, 'Reliability estimation using an integrated support vector regression – variable neighborhood search model', Journal of Industrial Information Integration, 15, pp. 103 - 110, http://dx.doi.org/10.1016/j.jii.2019.03.001
    Journal articles | 2019
    Zhang Y; Wang M; Gottwalt F; Saberi M; Chang E, 2019, 'Ranking scientific articles based on bibliometric networks with a weighting scheme', Journal of Informetrics, 13, pp. 616 - 634, http://dx.doi.org/10.1016/j.joi.2019.03.013
    Journal articles | 2018
    Abolbashari MH; Chang E; Hussain OK; Saberi M, 2018, 'Smart Buyer: A Bayesian Network modelling approach for measuring and improving procurement performance in organisations', Knowledge-Based Systems, 142, pp. 127 - 148, http://dx.doi.org/10.1016/j.knosys.2017.11.032
    Journal articles | 2018
    Aboutorab H; Saberi M; Asadabadi MR; Hussain O; Chang E, 2018, 'ZBWM: The Z-number extension of Best Worst Method and its application for supplier development', Expert Systems with Applications, 107, pp. 115 - 125, http://dx.doi.org/10.1016/j.eswa.2018.04.015
    Journal articles | 2018
    Aboutorab H; Saberi M; Rajabi Asadabadi M; Hussain O; Chang E, 2018, 'The Z-number Extension of Best Worst Method and its Application for Supplier Development', Expert Systems with Applications, 107, http://dx.doi.org/10.1016/j.eswa.2018.04.015
    Journal articles | 2018
    Hussain W; Hussain FK; Saberi M; Hussain OK; Chang E, 2018, 'Comparing time series with machine learning-based prediction approaches for violation management in cloud SLAs', Future Generation Computer Systems, 89, pp. 464 - 477, http://dx.doi.org/10.1016/j.future.2018.06.041
    Journal articles | 2018
    Nawaz F; Asadabadi MR; Janjua NK; Hussain OK; Chang E; Saberi M, 2018, 'An MCDM method for cloud service selection using a Markov chain and the best-worst method', Knowledge-Based Systems, 159, pp. 120 - 131, http://dx.doi.org/10.1016/j.knosys.2018.06.010
    Journal articles | 2018
    Nawaz F; Janjua NK; Hussain OK; Hussain FK; Chang E; Saberi M, 2018, 'Event-driven approach for predictive and proactive management of SLA violations in the Cloud of Things', Future Generation Computer Systems, 84, pp. 78 - 97, http://dx.doi.org/10.1016/j.future.2018.02.025
    Journal articles | 2018
    Pourreza P; Saberi M; Azadeh A; Chang E; Hussain O, 2018, 'Health, Safety, Environment and Ergonomic Improvement in Energy Sector Using an Integrated Fuzzy Cognitive Map–Bayesian Network Model', International Journal of Fuzzy Systems, 20, pp. 1346 - 1356, http://dx.doi.org/10.1007/s40815-018-0461-z
    Journal articles | 2018
    Rajabi Asadabadi M; Chang E; Saberi M, 2018, 'The Concept of Stratification and Future Applications', Applied Soft Computing, 66, pp. 292 - 296, http://dx.doi.org/10.1016/j.asoc.2018.02.035
    Journal articles | 2018
    Rajabi Asadabadi M; Saberi M; Chang E, 2018, 'Letter: The concept of stratification and future applications', Applied Soft Computing Journal, 66, pp. 292 - 296, http://dx.doi.org/10.1016/j.asoc.2018.02.035
    Journal articles | 2018
    Saberi M; Theobald M; Hussain OK; Chang E; Hussain FK, 2018, 'Interactive feature selection for efficient customer recognition in contact centers: Dealing with common names', Expert Systems with Applications, 113, pp. 356 - 376, http://dx.doi.org/10.1016/j.eswa.2018.07.012
    Journal articles | 2018
    Shahsavari M; Golpayegani AH; Saberi M; Hussain FK, 2018, 'Recruiting the K-most influential prospective workers for crowdsourcing platforms', Service Oriented Computing and Applications, 12, pp. 247 - 257, http://dx.doi.org/10.1007/s11761-018-0247-z
    Journal articles | 2018
    Zakeri A; saberi M; hussain OK; Chang E, 2018, 'Addressing Missing Data and Data Competitiveness Issues: Transforming Tacit Knowledge into Explicit Form by Fuzzy Inference Learning System', International Journal of Fuzzy Systems, 20, pp. 1224 - 1239, http://dx.doi.org/10.1007/s40815-017-0419-6
    Journal articles | 2018
    Zhang Y; Saberi M; Chang E, 2018, 'A semantic-based knowledge fusion model for solution-oriented information network development: a case study in intrusion detection field', Scientometrics, 117, pp. 857 - 886, http://dx.doi.org/10.1007/s11192-018-2904-6
    Journal articles | 2018
    Rajabi Asadabadi M; Chang E; Saberi M, 2018, 'Targets of Unequal Importance Using the Concept of Stratification in a Big Data Environment', , http://dx.doi.org/10.1007/s40815-017-0430-y
    Journal articles | 2017
    Azadeh A; Foroozan H; Ashjari B; Haghighi SM; Yazdanparast R; Saberi M; Nejad MT, 2017, 'Performance Assessment and Optimisation of a Large Information System by Combined Customer Relationship Management and Resilience Engineering: A Mathematical Programming Approach (vol 11, pg 1401, 2017)', ENTERPRISE INFORMATION SYSTEMS, 11, pp. I - I, http://dx.doi.org/10.1080/17517575.2017.1289597
    Journal articles | 2017
    Azadeh A; Foroozan H; Ashjari B; Motevali Haghighi S; Yazdanparast R; Saberi M; Torki Nejad M, 2017, 'Performance assessment and optimisation of a large information system by combined customer relationship management and resilience engineering: a mathematical programming approach', Enterprise Information Systems, 11, pp. 1401 - 1415, http://dx.doi.org/10.1080/17517575.2016.1251618
    Journal articles | 2017
    Azadeh A; Jebreili S; Chang E; Saberi M; Hussain OK, 2017, 'An integrated fuzzy algorithm approach to factory floor design incorporating environmental quality and health impact', International Journal of System Assurance Engineering and Management, 8, pp. 2071 - 2082, http://dx.doi.org/10.1007/s13198-014-0314-6
    Journal articles | 2017
    Azadeh A; Sadri S; Saberi M; Yoon JH; Chang E; Khadeer Hussain O; Pourmohammad Zia N, 2017, 'An Integrated Fuzzy Trust Prediction Approach in Product Design and Engineering', International Journal of Fuzzy Systems, 19, pp. 1190 - 1199, http://dx.doi.org/10.1007/s40815-017-0314-1
    Journal articles | 2017
    Mahalleh MKK; Ashjari B; Yousefi F; Saberi M, 2017, 'A robust solution to resource-constraint project scheduling problem', International Journal of Fuzzy Logic and Intelligent Systems, 17, pp. 221 - 227, http://dx.doi.org/10.5391/IJFIS.2017.17.3.221
    Journal articles | 2017
    Saberi M; Khadeer Hussain O; Chang E, 2017, 'Past, present and future of contact centers: a literature review', , http://dx.doi.org/10.1108/bpmj-02-2015-0018
    Journal articles | 2016
    Azadeh A; Aryaee M; Zarrin M; Saberi M, 2016, 'A novel performance measurement approach based on trust context using fuzzy T-norm and S-norm operators: The case study of energy consumption', Energy Exploration and Exploitation, 34, pp. 561 - 585, http://dx.doi.org/10.1177/0144598716643626
    Journal articles | 2016
    Faed A; Chang E; Saberi M; Hussain OK; Azadeh A, 2016, 'Intelligent customer complaint handling utilising principal component and data envelopment analysis (PDA)', Applied Soft Computing Journal, 47, pp. 614 - 630, http://dx.doi.org/10.1016/j.asoc.2015.02.018
    Journal articles | 2015
    Azadeh A; Asadzadeh SM; Mirseraji GH; Saberi M, 2015, 'An emotional learning-neuro-fuzzy inference approach for optimum training and forecasting of gas consumption estimation models with cognitive data', Technological Forecasting and Social Change, 91, pp. 47 - 63, http://dx.doi.org/10.1016/j.techfore.2014.01.009
    Journal articles | 2015
    Azadeh A; Mianaei HS; Asadzadeh SM; Saberi M; Sheikhalishahi M, 2015, 'A flexible ANN-GA-multivariate algorithm for assessment and optimization of machinery productivity in complex production units', Journal of Manufacturing Systems, 35, pp. 46 - 75, http://dx.doi.org/10.1016/j.jmsy.2014.11.007
    Journal articles | 2015
    Azadeh A; Pourmohammad Zia N; Saberi M; Khadeer Hussain F; Yoon JH; Khadeer Hussain O; Sadri S, 2015, 'A trust-based performance measurement modeling using t-norm and t-conorm operators', Applied Soft Computing Journal, 30, pp. 491 - 500, http://dx.doi.org/10.1016/j.asoc.2015.01.015
    Journal articles | 2015
    Azadeh A; Sohrabi P; Saberi M, 2015, 'A unique meta-heuristic algorithm for optimization of electricity consumption in energy-intensive industries with stochastic inputs', International Journal of Advanced Manufacturing Technology, 78, pp. 1691 - 1703, http://dx.doi.org/10.1007/s00170-014-6720-8
    Journal articles | 2015
    Azadeh A; Zarrin M; Saberi M; Ebrahimi Z, 2015, 'Improved Trust Prediction in Business Environments by Adaptive Neuro Fuzzy Inference Systems', International Journal of Advanced Research in Engineering, 1, pp. 22 - 22, http://dx.doi.org/10.24178/ijare.2015.1.1.22
    Journal articles | 2015
    Soltanmohammadi M; Saberi M; Yoon JH; Soltanmohammadi K; Pazhoheshfar P, 2015, 'Risk critical point (RCP): A quantifying safety-based method developed to screen construction safety risks', Industrial Engineering and Management Systems, 14, pp. 221 - 235, http://dx.doi.org/10.7232/iems.2015.14.3.221
    Journal articles | 2014
    Azadeh A; Asadzadeh SM; Mirseraji GH; Saberi M, 2014, 'An emotional learning-neuro-fuzzy inference approach for optimum training and forecasting of gas consumption estimation models with cognitive data', Technological Forecasting and Social Change, http://dx.doi.org/10.1016/j.techfore.2014.01.009
    Journal articles | 2014
    Azadeh A; Darivandi Shoushtari K; Saberi M; Teimoury E, 2014, 'An integrated artificial neural network and system dynamics approach in support of the viable system model to enhance industrial intelligence: The case of a large broiler industry', Systems Research and Behavioral Science, 31, pp. 236 - 257, http://dx.doi.org/10.1002/sres.2199
    Journal articles | 2014
    Azadeh A; Rouzbahman M; Saberi M; Valianpour F, 2014, 'An adaptive algorithm for assessment of operators with job security and HSEE indicators', Journal of Loss Prevention in the Process Industries, 31, pp. 26 - 40, http://dx.doi.org/10.1016/j.jlp.2014.05.004
    Journal articles | 2014
    Azadeh A; Salehi V; Ashjari B; Saberi M, 2014, 'Performance evaluation of integrated resilience engineering factors by data envelopment analysis: The case of a petrochemical plant', Process Safety and Environmental Protection, 92, pp. 231 - 241, http://dx.doi.org/10.1016/j.psep.2013.03.002
    Journal articles | 2014
    Saberi M; Eslami N; Hussain OK; Ashjari B, 2014, 'Towards fuzzy decision making approach for optimal pipeline routing', Engineering Intelligent Systems, 22, pp. 15 - 20
    Journal articles | 2013
    Azadeh A; Jiryaei Sharahi Z; Ashjari B; Saberi M, 2013, 'A flexible intelligent algorithm for identification of optimum mix of demographic variables for integrated HSEE-ISO systems: The case of a gas transmission refinery', Journal of Loss Prevention in the Process Industries, 26, pp. 1159 - 1182, http://dx.doi.org/10.1016/j.jlp.2013.04.013
    Journal articles | 2013
    Azadeh A; Neshat N; Mardan E; Saberi M, 2013, 'Optimization of steel demand forecasting with complex and uncertain economic inputs by an integrated neural network-fuzzy mathematical programming approach', INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 65, pp. 833 - 841, http://dx.doi.org/10.1007/s00170-012-4221-1
    Journal articles | 2013
    Azadeh A; Rouzbahman M; Saberi M; Valianpour F; Keramati A, 2013, 'Improved prediction of mental workload versus HSE and ergonomics factors by an adaptive intelligent algorithm', Safety Science, 58, pp. 59 - 75, http://dx.doi.org/10.1016/j.ssci.2013.03.004
    Journal articles | 2013
    Azadeh A; Saberi M; Asadzadeh SM; Hussain OK; Saberi Z, 2013, 'A neuro-fuzzy-multivariate algorithm for accurate gas consumption estimation in South America with noisy inputs', International Journal of Electrical Power and Energy Systems, 46, pp. 315 - 325, http://dx.doi.org/10.1016/j.ijepes.2012.10.013
    Journal articles | 2013
    Azadeh A; Saberi M; Atashbar NZ; Chang E; Pazhoheshfar P, 2013, 'Z-AHP: A Z-number extension of fuzzy analytical hierarchy process', IEEE International Conference on Digital Ecosystems and Technologies, pp. 141 - 147, http://dx.doi.org/10.1109/DEST.2013.6611344
    Journal articles | 2013
    Azadeh A; Saberi M; Gitiforouz A, 2013, 'An integrated fuzzy mathematical model and principal component analysis algorithm for forecasting uncertain trends of electricity consumption', Quality and Quantity, 47, pp. 2163 - 2176, http://dx.doi.org/10.1007/s11135-011-9649-0
    Journal articles | 2013
    Azadeh A; Saberi M; Kazem A; Ebrahimipour V; Nourmohammadzadeh A; Saberi Z, 2013, 'A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization', Applied Soft Computing Journal, 13, pp. 1478 - 1485, http://dx.doi.org/10.1016/j.asoc.2012.06.020
    Journal articles | 2013
    Azadeh A; Saberi M; Rouzbahman M; Saberi Z, 2013, 'An intelligent algorithm for performance evaluation of job stress and HSE factors in petrochemical plants with noise and uncertainty', Journal of Loss Prevention in the Process Industries, 26, pp. 140 - 152, http://dx.doi.org/10.1016/j.jlp.2012.10.004
    Journal articles | 2013
    Azadeh A; Sheikhalishahi M; Asadzadeh SM; Saberi M; Neghab AEP, 2013, 'Forecasting and optimization of service level in vague and complex SCM by a flexible neural network-fuzzy mathematical programming approach', International Journal of Advanced Manufacturing Technology, 68, pp. 1453 - 1470, http://dx.doi.org/10.1007/s00170-013-4934-9
    Journal articles | 2013
    Azadeh A; Sheikhalishahi M; Saberi M; Mostaghimi MH, 2013, 'An intelligent multivariate approach for optimum forecasting of daily ozone concentration in large metropolitans with incomplete inputs', International Journal of Productivity and Quality Management, 12, pp. 209 - 225, http://dx.doi.org/10.1504/IJPQM.2013.055553
    Journal articles | 2013
    Kazem A; Sharifi E; Hussain FK; Saberi M; Hussain OK, 2013, 'Support vector regression with chaos-based firefly algorithm for stock market price forecasting', Applied Soft Computing Journal, 13, pp. 947 - 958, http://dx.doi.org/10.1016/j.asoc.2012.09.024
    Journal articles | 2013
    Kheirkhah A; Azadeh A; Saberi M; Azaron A; Shakouri H, 2013, 'Improved estimation of electricity demand function by using of artificial neural network, principal component analysis and data envelopment analysis', Computers and Industrial Engineering, 64, pp. 425 - 441, http://dx.doi.org/10.1016/j.cie.2012.09.017
    Journal articles | 2013
    Saberi M; Mirtalaie MS; Hussain FK; Azadeh A; Hussain OK; Ashjari B, 2013, 'A granular computing-based approach to credit scoring modeling', Neurocomputing, 122, pp. 100 - 115, http://dx.doi.org/10.1016/j.neucom.2013.05.020
    Journal articles | 2013
    Shokri H; Ashjari B; Saberi M; Yoon JH, 2013, 'An Integrated AHP-VIKOR Methodology for Facility Layout Design', INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 12, pp. 389 - 405, http://dx.doi.org/10.7232/iems.2013.12.4.389
    Journal articles | 2012
    Azadeh A; Neshat N; Kazemi A; Saberi M, 2012, 'Predictive control of drying process using an adaptive neuro-fuzzy and partial least squares approach', International Journal of Advanced Manufacturing Technology, 58, pp. 585 - 596, http://dx.doi.org/10.1007/s00170-011-3415-2
    Journal articles | 2012
    Azadeh A; Saberi M; Asadzadeh SM; Anvarian N, 2012, 'An adaptive-network-based fuzzy inference system-data envelopment analysis algorithm for optimization of long-term electricity consumption, forecasting and policy analysis: The case of seven industrialized countries', Energy Sources, Part B: Economics, Planning and Policy, 8, pp. 56 - 66, http://dx.doi.org/10.1080/15567249.2011.628959
    Journal articles | 2012
    Azadeh A; Saberi M; Jiryaei Z, 2012, 'An intelligent decision support system for forecasting and optimization of complex personnel attributes in a large bank', Expert Systems with Applications, 39, pp. 12358 - 12370, http://dx.doi.org/10.1016/j.eswa.2012.04.056
    Journal articles | 2012
    Azadeh A; Saberi M; Khoshmagham S; Asadzadeh SM, 2012, 'An integrated genetic algorithm-principal component analysis for improvement and estimation of gas consumption in Finland, Hungary, Ireland, Japan and Malaysia', International Journal of Operational Research, 13, pp. 147 - 173, http://dx.doi.org/10.1504/IJOR.2012.045184
    Journal articles | 2012
    Azadeh A; Saberi M; Noorossana R; Mehrabad MS; Anvari M; Izadbakhsh H, 2012, 'Estimating efficient value of controllable variable using an adaptive neural network algorithm: Case of a railway system', Journal of Scientific and Industrial Research, 71, pp. 45 - 50
    Journal articles | 2012
    Azadeh A; Seraj O; Asadzadeh SM; Saberi M, 2012, 'An integrated fuzzy regression-data envelopment analysis algorithm for optimum oil consumption estimation with ambiguous data', Applied Soft Computing Journal, 12, pp. 2614 - 2630, http://dx.doi.org/10.1016/j.asoc.2012.03.026
    Journal articles | 2012
    Mirtalaei MS; Saberi M; Hussain OK; Ashjari B; Hussain FK, 2012, 'A trust-based bio-inspired approach for credit lending decisions', Computing, 94, pp. 541 - 577, http://dx.doi.org/10.1007/s00607-012-0190-3
    Journal articles | 2011
    Azadeh A; Asadzadeh SM; Saberi M; Nadimi V; Tajvidi A; Sheikalishahi M, 2011, 'A Neuro-fuzzy-stochastic frontier analysis approach for long-term natural gas consumption forecasting and behavior analysis: The cases of Bahrain, Saudi Arabia, Syria, and UAE', Applied Energy, 88, pp. 3850 - 3859, http://dx.doi.org/10.1016/j.apenergy.2011.04.027
    Journal articles | 2011
    Azadeh A; Rouzbahman M; Saberi M; Mohammad Fam I, 2011, 'An adaptive neural network algorithm for assessment and improvement of job satisfaction with respect to HSE and ergonomics program: The case of a gas refinery', Journal of Loss Prevention in the Process Industries, 24, pp. 361 - 370, http://dx.doi.org/10.1016/j.jlp.2011.01.015
    Journal articles | 2011
    Azadeh A; Saberi M; Anvari M; Azaron A; Mohammadi M, 2011, 'An adaptive network based fuzzy inference system-genetic algorithm clustering ensemble algorithm for performance assessment and improvement of conventional power plants', Expert Systems with Applications, 38, pp. 2224 - 2234, http://dx.doi.org/10.1016/j.eswa.2010.08.010
    Journal articles | 2011
    Azadeh A; Saberi M; Anvari M; Mohamadi M, 2011, 'An integrated artificial neural network-genetic algorithm clustering ensemble for performance assessment of decision making units', Journal of Intelligent Manufacturing, 22, pp. 229 - 245, http://dx.doi.org/10.1007/s10845-009-0284-8
    Journal articles | 2011
    Azadeh A; Saberi M; Anvari M, 2011, 'An integrated artificial neural network Fuzzy C-Means-Normalization algorithm for performance assessment of decision-making units: The cases of auto industry and power plant', Computers and Industrial Engineering, 60, pp. 328 - 340, http://dx.doi.org/10.1016/j.cie.2010.11.016
    Journal articles | 2011
    Azadeh A; Saberi M; Asadzadeh SM; Khakestani M, 2011, 'A hybrid fuzzy mathematical programming-design of experiment framework for improvement of energy consumption estimation with small data sets and uncertainty: The cases of USA, Canada, Singapore, Pakistan and Iran', Energy, 36, pp. 6981 - 6992, http://dx.doi.org/10.1016/j.energy.2011.07.016
    Journal articles | 2011
    Azadeh A; Saberi M; Asadzadeh SM, 2011, 'An adaptive network based fuzzy inference system-auto regression-analysis of variance algorithm for improvement of oil consumption estimation and policy making: The cases of Canada, United Kingdom, and South Korea', Applied Mathematical Modelling, 35, pp. 581 - 593, http://dx.doi.org/10.1016/j.apm.2010.06.001
    Journal articles | 2011
    Azadeh A; Saberi M; Gitiforouz A, 2011, 'An integrated simulation-based fuzzy regression-time series algorithm for electricity consumption estimation with non-stationary data', Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A, 34, pp. 1047 - 1066, http://dx.doi.org/10.1080/02533839.2011.576502
    Journal articles | 2011
    Azadeh A; Saberi M; Moghaddam RT; Javanmardi L, 2011, 'An integrated data envelopment analysis-artificial neural network-rough set algorithm for assessment of personnel efficiency', Expert Systems with Applications, 38, pp. 1364 - 1373, http://dx.doi.org/10.1016/j.eswa.2010.07.033
    Journal articles | 2011
    Azadeh A; Seraj O; Saberi M, 2011, 'A comparative assessment of fuzzy regression models: The case of oil consumption estimation', International Journal of Industrial and Systems Engineering, 7, pp. 195 - 223, http://dx.doi.org/10.1504/IJISE.2011.038566
    Journal articles | 2011
    Azadeh A; Seraj O; Saberi M, 2011, 'An integrated fuzzy regression-analysis of variance algorithm for improvement of electricity consumption estimation in uncertain environments', International Journal of Advanced Manufacturing Technology, 53, pp. 645 - 660, http://dx.doi.org/10.1007/s00170-010-2862-5
    Journal articles | 2011
    Saber M; Shahriari A; Tarnian F, 2011, 'Investigation the effects of cadmium chloride and copper sulfate on germination and seedling growth of Agropyron elongatum', Modern Applied Science, 5, pp. 232 - 243, http://dx.doi.org/10.5539/mas.v5n5p232
    Journal articles | 2010
    Anvari M; Saidi Mehrabad M; Azadeh A; Saberi M, 2010, 'Performance assessment of decision-making units using an adaptive neural network algorithm: One period case', International Journal of Advanced Manufacturing Technology, 46, pp. 1059 - 1069, http://dx.doi.org/10.1007/s00170-009-2161-1
    Journal articles | 2010
    Azadeh A; Javanmardi L; Saberi M, 2010, 'The impact of decision-making units features on efficiency by integration of data envelopment analysis, artificial neural network, fuzzy C-means and analysis of variance', International Journal of Operational Research, 7, pp. 387 - 411, http://dx.doi.org/10.1504/IJOR.2010.032113
    Journal articles | 2010
    Azadeh A; Saberi M; Anvari M; Moghaddam M, 2010, 'An integrated ANN-K-Means algorithm for improved performance assessment of electricity distribution units', Journal of Scientific and Industrial Research, 69, pp. 672 - 679
    Journal articles | 2010
    Azadeh A; Saberi M; Anvari M, 2010, 'An integrated artificial neural network algorithm for performance assessment and optimization of decision making units', Expert Systems with Applications, 37, pp. 5688 - 5697, http://dx.doi.org/10.1016/j.eswa.2010.02.041
    Journal articles | 2010
    Azadeh A; Saberi M; Ghaderi SF; Gitiforouz A, 2010, 'Estimating and improving electricity demand function in residential sector with imprecise data by fuzzy regression', International Journal of Mathematics in Operational Research, 2, pp. 405 - 423, http://dx.doi.org/10.1504/IJMOR.2010.033437
    Journal articles | 2010
    Azadeh A; Saberi M; Ghorbani S, 2010, 'An ANFIS algorithm for improved forecasting of oil consumption: A case study of USA, Russia, India and Brazil', Journal of Scientific and Industrial Research, 69, pp. 194 - 203
    Journal articles | 2010
    Azadeh A; Saberi M; Gitiforouz A, 2010, 'An integrated fuzzy regression algorithm for improved electricity consumption estimation', International Journal of Operational Research, 9, pp. 1 - 22, http://dx.doi.org/10.1504/IJOR.2010.034358
    Journal articles | 2010
    Azadeh A; Saberi M; Nadimi V; Iman M; Behrooznia A, 2010, 'An Integrated Intelligent Neuro-Fuzzy Algorithm for Long-Term Electricity Consumption: Cases of Selected EU Countries', ACTA POLYTECHNICA HUNGARICA, 7, pp. 71 - 90, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000290427600006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2010
    Azadeh A; Saberi M; Seraj O, 2010, 'An integrated fuzzy regression algorithm for energy consumption estimation with non-stationary data: A case study of Iran', Energy, 35, pp. 2351 - 2366, http://dx.doi.org/10.1016/j.energy.2009.12.023
    Journal articles | 2010
    Mohammadi M; Azadeh A; Saberi M; Azaron A, 2010, 'Genetic algorithm-based clustering ensemble: determination number of clusters', International Journal of Business Forecasting and Marketing Intelligence, 1, pp. 201 - 201, http://dx.doi.org/10.1504/ijbfmi.2010.036004
    Journal articles | 2009
    Azadeh A; Aramoon M; Saberi M, 2009, 'An integrated GA-time series algorithm for forecasting oil production estimation: USA, Russia, India, and Brazil', International Journal of Industrial and Systems Engineering, 4, pp. 368 - 387, http://dx.doi.org/10.1504/IJISE.2009.024067
    Journal articles | 2009
    Azadeh A; Ardalani N; Saberi M, 2009, 'Improved estimation of sir in mobile Cdma systems by integration of artificial neural network and time series technique', Australian Journal of Basic and Applied Sciences, 3, pp. 2955 - 2962
    Journal articles | 2009
    Azadeh A; Khakestani M; Saberi M, 2009, 'A flexible fuzzy regression algorithm for forecasting oil consumption estimation', Energy Policy, 37, pp. 5567 - 5579, http://dx.doi.org/10.1016/j.enpol.2009.08.017
    Journal articles | 2009
    Azadeh A; Saberi M; Anvari M; Izadbakhsh HR, 2009, 'A Meta heuristic approach for performance assessment of production units', Expert Systems with Applications, 36, pp. 6559 - 6569, http://dx.doi.org/10.1016/j.eswa.2008.07.079
    Journal articles | 2009
    Azadeh A; Saberi M; Gitiforouz A; Saberi Z, 2009, 'A hybrid simulation-adaptive network based fuzzy inference system for improvement of electricity consumption estimation', Expert Systems with Applications, 36, pp. 11108 - 11117, http://dx.doi.org/10.1016/j.eswa.2009.02.081
    Journal articles | 2009
    Azadeh A; Sharifi S; Saberi M, 2009, 'Design and implementation of a human centered expert system for improvement of strategic planning in a manufacturer of construction products', Australian Journal of Basic and Applied Sciences, 3, pp. 2447 - 2458
    Journal articles | 2009
    Izadbakhsh H; Hour Ali M; Amirkhani A; Montazeri A; Saberi M, 2009, 'Performance assessment and optimization of the after-sale networks', World Academy of Science, Engineering and Technology, 37, pp. 910 - 914
    Journal articles | 2009
    Zandieh M; Azadeh A; Hadadi B; Saberi M, 2009, 'Application of artificial neural networks for airline number of passenger estimation in time series state', Journal of Applied Sciences, 9, pp. 1001 - 1013, http://dx.doi.org/10.3923/jas.2009.1001.1013
    Journal articles | 2008
    Azadeh A; Ghaderi SF; Javaheri Z; Saberi M, 2008, 'A fuzzy mathematical programming approach to DEA models', American Journal of Applied Sciences, 5, pp. 1352 - 1357, http://dx.doi.org/10.3844/ajassp.2008.1352.1357
    Journal articles | 2008
    Azadeh A; Saberi M; Ghaderi SF; Gitiforouz A; Ebrahimipour V, 2008, 'Improved estimation of electricity demand function by integration of fuzzy system and data mining approach', Energy Conversion and Management, 49, pp. 2165 - 2177, http://dx.doi.org/10.1016/j.enconman.2008.02.021
    Journal articles | 2007
    Azadeh A; Ghaderi SF; Anvari M; Saberi M; Izadbakhsh H, 2007, 'An integrated artificial neural network and fuzzy clustering algorithm for performance assessment of decision making units', Applied Mathematics and Computation, 187, pp. 584 - 599, http://dx.doi.org/10.1016/j.amc.2006.08.092
    Journal articles | 2007
    Azadeh A; Ghaderi SF; Anvari M; Saberi M, 2007, 'Performance assessment of electric power generations using an adaptive neural network algorithm', Energy Policy, 35, pp. 3155 - 3166, http://dx.doi.org/10.1016/j.enpol.2006.11.012
    Journal articles | 2007
    Azadeh A; Ghaderi SF; Tarverdian S; Saberi M, 2007, 'Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption', Applied Mathematics and Computation, 186, pp. 1731 - 1741, http://dx.doi.org/10.1016/j.amc.2006.08.093
  • Preprints | 2023
    Aboutorab H; Hussain OK; Saberi M; Hussain FK; Prior D, 2023, Adaptive Identification of Supply Chain Disruptions Through Reinforcement Learning, , http://dx.doi.org/10.2139/ssrn.4374893
    Conference Papers | 2023
    Aboutorab H; Saberi M; Hussain OK; Hussain FK, 2023, 'POSSUM: PrOactive diSruption riSk identification for sUpply chain Management', in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023, pp. 319 - 321, http://dx.doi.org/10.1109/PerComWorkshops56833.2023.10150317
    Conference Papers | 2023
    Aboutorab H; Yu R; Dsouza A; Saberi M; Hussain OK, 2023, 'A News Recommendation System for Environmental Risk Management', in CEUR Workshop Proceedings
    Conference Papers | 2023
    Ordibazar AH; Hussain O; Chakrabortty RK; Saberi M; Irannezhad E, 2023, 'Developing Supply Chain Risk Management Strategies by Using Counterfactual Explanation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 53 - 65, http://dx.doi.org/10.1007/978-3-031-26507-5_5
    Conference Papers | 2023
    Shahsavari M; Hussain OK; Saberi M; Sharma P, 2023, 'A lightweight and unsupervised approach for identifying risk events in news articles', in IEEE International Conference on Data Mining Workshops, ICDMW, pp. 37 - 43, http://dx.doi.org/10.1109/ICDMW60847.2023.00014
    Conference Papers | 2023
    Shubho FH; Chowdhury TF; Cheraghian A; Saberi M; Mohammed N; Rahman S, 2023, 'ChatGPT-guided Semantics for Zero-shot Learning', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, pp. 418 - 425, http://dx.doi.org/10.1109/DICTA60407.2023.00064
    Preprints | 2023
    Shubho FH; Chowdhury TF; Cheraghian A; Saberi M; Mohammed N; Rahman S, 2023, ChatGPT-guided Semantics for Zero-shot Learning, , http://dx.doi.org/10.48550/arxiv.2310.11657
    Conference Papers | 2022
    Bui H; Hussain OK; Saberi M; Hussain FK, 2022, 'Proof of Earnestness- Subjective information's Trustworthiness in Blockchains as a Service', in Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022, pp. 321 - 327, http://dx.doi.org/10.1109/WI-IAT55865.2022.00054
    Preprints | 2022
    Chowdhury T; Cheraghian A; Ramasinghe S; Ahmadi S; Saberi M; Rahman S, 2022, Few-shot Class-incremental Learning for 3D Point Cloud Objects, , http://dx.doi.org/10.48550/arxiv.2205.15225
    Conference Papers | 2022
    Nasiri M; Cheraghian A; Chowdhury TF; Ahmadi S; Saberi M; Rahman S, 2022, 'Prompt-guided Scene Generation for 3D Zero-Shot Learning', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034623
    Preprints | 2022
    Nasiri M; Cheraghian A; Chowdhury TF; Ahmadi S; Saberi M; Rahman S, 2022, Prompt-guided Scene Generation for 3D Zero-Shot Learning, , http://dx.doi.org/10.48550/arxiv.2209.14690
    Conference Papers | 2022
    Ordibazar AH; Hussain O; Saberi M, 2022, 'A Recommender System and Risk Mitigation Strategy for Supply Chain Management Using the Counterfactual Explanation Algorithm', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 103 - 116, http://dx.doi.org/10.1007/978-3-031-14135-5_8
    Conference Papers | 2022
    Vahdati F; Atif A; Saberi M, 2022, 'A machine learning-based depression detection on social media platforms for adolescents: A work in progress narrative review', in Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022, http://dx.doi.org/10.1109/CSDE56538.2022.10089342
    Conference Papers | 2022
    Zhang Y; Wang M; Zipperle M; Abbasi A; Saberi M, 2022, 'S-index: Significance of Academic Authors to Individual Publication Venues', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927818
    Conference Papers | 2021
    Farhood H; Saberi M; Najafi M, 2021, 'Improving Object Recognition in Crime Scenes via Local Interpretable Model-Agnostic Explanations', in Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW, pp. 90 - 94, http://dx.doi.org/10.1109/EDOCW52865.2021.00037
    Conference Papers | 2020
    Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Towards Expert Preference on Academic Article Recommendation Using Bibliometric Networks', Singapore, presented at Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11 May 2020, http://dx.doi.org/10.1007/978-3-030-60470-7_2
    Conference Papers | 2019
    Salamai A; Hussain O; Saberi M, 2019, 'Decision support system for risk assessment using fuzzy inference in supply chain big data', in 2019 International Conference on High Performance Big Data and Intelligent Systems, HPBD and IS 2019, pp. 248 - 253, http://dx.doi.org/10.1109/HPBDIS.2019.8735465
    Conference Papers | 2019
    Zakeri A; Hussain OK; Saberi M; Aboutalebi S; Chang E, 2019, 'Smart Farm: A system for proactive management of raw milk quality', in Proceedings of the Workshop on Interactive Data Mining, WIDM 2019, http://dx.doi.org/10.1145/3304079.3310285
    Conference Papers | 2019
    Zhang Y; Saberi M; Wang M; Chang E, 2019, 'K3S: Knowledge-Driven Solution Support System', in Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu,Hawaii, USA, pp. 9873 - 9874, presented at Thirty-Third AAAI Conference on Artificial Intelligence AAAI 19, Honolulu,Hawaii, USA, 27 January 2019, http://dx.doi.org/10.1609/aaai.v33i01.33019873
    Conference Papers | 2018
    Abolbashari MH; Hussain OK; Saberi M; Chang E, 2018, 'Fine tuning a bayesian network and fairly allocating resources to improve procurement performance', pp. 3 - 15, http://dx.doi.org/10.1007/978-3-319-65636-6_1
    Conference Papers | 2018
    Azadeh A; Partovi M; Saberi M; Chang E; Hussain O, 2018, 'A bayesian network for improving organizational regulations effectiveness: Concurrent modeling of organizational resilience engineering and macro-ergonomics indicators', pp. 285 - 295, http://dx.doi.org/10.1007/978-3-319-65636-6_25
    Conference Papers | 2018
    Rajabi Asadabadi M; Saberi M; Chang E, 2018, 'Application Of Crowdsourcing To Resolve Ambiguity In The Procurement Process', in Maglio P; Qiu R (ed.), International Meeting Proceedings, The Institute for Operations Research and the Management Sciences, Taipei, presented at INFORMS International Conference : A BETTER WORLD THROUGH O.R., ANALYTICS, AND AI, Taipei, 17 June 2018 - 20 April 2018, https://www.informs.org/Publications/International-Meeting-Proceedings
    Conference Papers | 2018
    Saberi M; Khadeer Hussain O; Saffari M; Chang E, 2018, 'Customised Data Dashboard for Contact Centres by Focussing on Customer Identification', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 153 - 157, http://dx.doi.org/10.1109/ICEBE.2018.00032
    Conference Papers | 2018
    Saberi Z; Hussain O; Saberi M; Chang E, 2018, 'Stackelberg game-theoretic approach in joint pricing and assortment optimizing for small-scale online retailers: Seller-buyer supply chain case', in Barolli L; Takizawa M; Enokido T; Ogiela MR; Javaid N (eds.), Proceedings - International Conference on Advanced Information Networking and Applications, AINA, Institute of Electrical and Electronics Engineers (IEEE), POLAND, Krakow, pp. 834 - 838, presented at 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), POLAND, Krakow, 16 May 2018 - 18 May 2018, http://dx.doi.org/10.1109/AINA.2018.00123
    Conference Papers | 2018
    Salamai A; Saberi M; Hussain O; Chang E, 2018, 'Risk identification-based association rule mining for supply chain big data', in Wang G; Chen J; Yang LT (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Melbourne, pp. 219 - 228, presented at International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage : SpaCCS 2018, Melbourne, 11 December 2018 - 13 December 2018, http://dx.doi.org/10.1007/978-3-030-05345-1_18
    Conference Papers | 2018
    Sitnikova E; Saberi M; Townsend D; Joiner KF; Robertson E, 2018, 'Lessons learned: Understanding online engagement satisfaction in a large postgraduate Information Assurance Principles (IAP) course', in Proceedings, AAEE2018 Conferences, Hamilton, New Zealand, Australasian Association Engineering Education, Hamilton, New Zealand, presented at Australasian Association Engineering Education, Hamilton, New Zealand, 08 December 2018 - 12 December 2018, https://s3-us-west-2.amazonaws.com/18aaee/proceedings/AAEE18_Sitnikova_68.pdf
    Conference Papers | 2018
    Zakeri A; Saberi M; Hussain OK; Aboutalebi S; Chang E, 2018, 'Developing a quality index for managing the quality of raw milk in the farm', in Proceedings of International Conference on Computers and Industrial Engineering, CIE
    Conference Papers | 2018
    Zakeri A; Saberi M; Hussain OK; Chang E, 2018, 'Early Detection of Events as a Decision Support in the Milk Collection Planning', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 516 - 520, http://dx.doi.org/10.1109/IEEM.2018.8607443
    Conference Papers | 2018
    Zhang Y; Saberi M; Chang E; Abbasi A, 2018, 'Solution and Reference Recommendation System Using Knowledge Fusion and Ranking', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 31 - 38, http://dx.doi.org/10.1109/ICEBE.2018.00016
    Conference Papers | 2017
    Asadabadi MR; Chang E; Saberi M, 2017, 'Addressing Contract Ambiguity in Performance Based Contracting Using a Fuzzy Game Based Approach', Leipzig, Germany, presented at IEEE Xplore, Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017
    Conference Papers | 2017
    Asadabadi MR; Saberi M; Chang E, 2017, 'Artificial Intelligence in Contracting', Melbourne, presented at IJCAI is a Conference on Artificial Intelligence, the main international gathering of researchers in AI. (A* conference), Melbourne, 19 August 2017 - 25 August 2017
    Conference Papers | 2017
    Azadeh A; Pourreza P; Saberi M; Hussain OK; Chang E, 2017, 'An integrated fuzzy cognitive map-Bayesian network model for improving HSEE in energy sector', in IEEE International Conference on Fuzzy Systems, Naples, Italy, presented at 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Naples, Italy, 09 July 2017 - 12 July 2017, http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015594
    Conference Papers | 2017
    Rajabi Asadabadi M; Saberi M; Chang E, 2017, 'A fuzzy game based framework to address ambiguities in performance based contracting', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Germany, pp. 1214 - 1217, presented at 2017 IEEE/WIC/ACM International Conference on Web Intelligence, Germany, 23 August 2017 - 25 December 2017, http://dx.doi.org/10.1145/3106426.3110323
    Conference Papers | 2017
    Rajabi Asadabadi M; Saberi M; Chang E, 2017, 'Logistic Informatics Modelling Using Concept of Stratification (CST)', in IEEE Xplore, IEEE, Italy, presented at IEEE Xplore, IEEE FUZZY is a leading conference (level A) in the area of theory and applications of fuzzy logic., Italy, 09 July 2017 - 11 July 2017, http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015510
    Conference Papers | 2017
    Saberi M; Hussain OK; Chang E, 2017, 'An online statistical quality control framework for performance management in crowdsourcing', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 476 - 482, presented at WI '17 Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3106436
    Conference Papers | 2017
    Saberi Z; Hussain OK; Saberi M; Chang E, 2017, 'Online Retailer Assortment Planning and Managing under Customer and Supplier Uncertainty Effects Using Internal and External Data', in Proceedings - 14th IEEE International Conference on E-Business Engineering, ICEBE 2017 - Including 13th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 207, Shanghai, China, pp. 7 - 14, presented at 2017 IEEE 14th International Conference on e-Business Engineering (ICEBE), Shanghai, China, 04 November 2017 - 06 November 2017, http://dx.doi.org/10.1109/ICEBE.2017.12
    Conference Papers | 2017
    Zakeri A; Saberi M; Hussain OK; Chang E, 2017, 'A Heuristic Machine Learning Based Approach for Utilizing Scarce Data in Estimating Fuel Consumption of Heavy Duty Trucks', in Barolli L; Woungang I; Hussain OK (eds.), A Heuristic Machine Learning Based Approach for Utilizing Scarce Data in Estimating Fuel Consumption of Heavy Duty Trucks, Springer Nature, Toronto, pp. 96 - 107, presented at International Conference on Intelligent Networking and Collaborative Systems, Toronto, 24 August 2017 - 26 August 2017, http://dx.doi.org/10.1007/978-3-319-65636-6_9
    Conference Papers | 2017
    Zhang Y; Saberi M; Chang E, 2017, 'Semantic-based lightweight ontology learning framework: A case study of intrusion detection ontology', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 1171 - 1177, presented at International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3109053
    Conference Papers | 2016
    Khalili SM; Babagolzadeh M; Yazdani M; Saberi M; Chang E, 2016, 'A bi-objective model for relief supply location in post-disaster management', in Proceedings - 2016 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2016, pp. 428 - 434, http://dx.doi.org/10.1109/INCoS.2016.59
    Conference Papers | 2016
    Saberi M; Chang E; Hussain OK; Saberi Z, 2016, 'Next generation of interactive contact centre for efficient customer recognition: Conceptual framework', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 3231 - 3241
    Conference Papers | 2016
    Saberi M; Janjua NK; Chang E; Hussain OK; Pazhoheshfar P, 2016, 'In-house crowdsourcing-based entity resolution using argumentation', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 135
    Conference Papers | 2016
    Saberi M; Karduck A; Hussain OK; Chang E, 2016, 'Challenges in efficient customer recognition in contact centre: State-of-the-art survey by focusing on big data techniques applicability', in Proceedings - 2016 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2016, Ostrawva, Czech Republic, pp. 548 - 554, presented at 2016 International Conference on Intelligent Networking and Collaborative Systems (INCoS),, Ostrawva, Czech Republic, 07 September 2016 - 09 September 2016, http://dx.doi.org/10.1109/INCoS.2016.136
    Conference Papers | 2015
    Saberi M; Khadeer Hussain O; Khalid Janjua N; Chang E, 2015, 'Cognition and statistical-based crowd evaluation framework for ER-in-house crowdsourcing system: Inbound contact center', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 207 - 219, http://dx.doi.org/10.1007/978-3-319-19548-3_17
    Conference Papers | 2015
    Saberi M; Saberi Z, 2015, 'ANOVA based approch for efficient customer recognition: Dealing with common names', in IFIP Advances in Information and Communication Technology, pp. 64 - 74, http://dx.doi.org/10.1007/978-3-319-25261-2_6
    Conference Papers | 2015
    Saberi M; Saberi Z, 2015, 'Developing a Fuzzy predictive aid system in contact centres for an efficient customer recognition process', in Proceedings - 2015 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2015, pp. 411 - 416, http://dx.doi.org/10.1109/INCoS.2015.84
    Conference Papers | 2014
    Azadeh A; Kokabi R; Saberi M; Hussain FK; Hussain OK, 2014, 'Trust prediction using Z-numbers and Artificial Neural Networks', in IEEE International Conference on Fuzzy Systems, pp. 522 - 528, http://dx.doi.org/10.1109/FUZZ-IEEE.2014.6891602
    Conference Papers | 2014
    Azadeh A; Songhori MH; Saberi M; Hosseini S; Salarvand F; Pazhoheshfar P, 2014, 'Deterministic bundle pricing of two products with limited stock', in 2014 Iranian Conference on Intelligent Systems, ICIS 2014, http://dx.doi.org/10.1109/IranianCIS.2014.6802603
    Conference Papers | 2014
    Azadeh A; Zia NP; Saberi M; Hussain FK; Hussain OK; Chang E, 2014, 'Trust-based performance measurement using fuzzy operators', in Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, pp. 1701 - 1706, http://dx.doi.org/10.1109/ICIEA.2014.6931442
    Conference Papers | 2014
    Azadeh AH; Zadeh SA; Saberi M; Hussain FK; Hussain OK, 2014, 'A trust-based performance measurement modeling using DEA, T-norm and S-norm operators', in IEEE International Conference on Fuzzy Systems, pp. 1913 - 1920, http://dx.doi.org/10.1109/FUZZ-IEEE.2014.6891877
    Conference Papers | 2014
    Saberi M; Hussain OK; Chang E, 2014, 'Intelligent online customer recognition framework: Dealing with common personal names', in Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, pp. 966 - 971, http://dx.doi.org/10.1109/ICIEA.2014.6931303
    Conference Papers | 2014
    Saberi M; Hussain OK; Janjua NK; Chang E, 2014, 'In-house crowdsourcing-based entity resolution: Dealing with common names', in Proceedings - 11th IEEE International Conference on E-Business Engineering, ICEBE 2014 - Including 10th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2014 and 1st Workshop on E-Commerce Engineering, ECE 2014, pp. 83 - 88, http://dx.doi.org/10.1109/ICEBE.2014.25
    Conference Papers | 2013
    Saberi M; Portman E; Azadeh A; Faed A, 2013, 'Track I: Fuzzy semantic computing in digital ecosystems', in 2013 7th IEEE International Conference on Digital Ecosystems and Technologies (DEST), IEEE, presented at 2013 7th IEEE International Conference on Digital Ecosystems and Technologies (DEST) - Complex Environment Engineering, 24 July 2013 - 26 July 2013, http://dx.doi.org/10.1109/dest.2013.6611317
    Conference Papers | 2012
    Mirtalaei MS; Pazhoheshfar P; Roghanian E; Saberi M; Saberi Z, 2012, 'AN OPTIMUM CREDIT LENDING DECISION', in Loster T; Pavelka T (ed.), 6TH INTERNATIONAL DAYS OF STATISTICS AND ECONOMICS, MELANDRIUM, CZECH REPUBLIC, Prague, pp. 804 - 814, presented at 6th International Days of Statistics and Economics, CZECH REPUBLIC, Prague, 13 September 2012 - 15 September 2012, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000320722500075&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2012
    Saberi M; Azadeh A; Saberi Z; Pazhoheshfar P, 2012, 'A knowledge management system based on Artificial Intelligence (AI) methods: A flexible fuzzy regression-analysis of variance algorithm for natural gas consumption estimation', in Proceedings - 2012 International Conference on Information Retrieval and Knowledge Management, CAMP'12, pp. 143 - 147, http://dx.doi.org/10.1109/InfRKM.2012.6205023
    Conference Papers | 2011
    Behrouznia A; Azadeh A; Pichka K; Pazhoheshfar P; Saberi M, 2011, 'Prediction of manufacturing lead time based on Adaptive Neuro-Fuzzy Inference System (ANFIS)', in INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications, pp. 16 - 18, http://dx.doi.org/10.1109/INISTA.2011.5946049
    Conference Papers | 2011
    Hezaveh NK; Azadeh A; Tofighi S; Saberi M; Pazhoheshfar P; Behrouznia A, 2011, 'An integrated ANN and Fuzzy C-mean clustering algorithm for performance assessment of telecommunication sectors and auto industries', in 2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011, pp. 6 - 10, http://dx.doi.org/10.1109/ICCSN.2011.6014837
    Conference Papers | 2011
    Saberi M; Azadeh A; Hezaveh NK; Anvari M; Pazhoheshfar P; Behrouznia A, 2011, 'Performance assessment and optimization of decision making units with an integrated artificial neural network algorithm', in 2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011, pp. 1 - 5, http://dx.doi.org/10.1109/ICCSN.2011.6014836
    Conference Papers | 2011
    Saberi M; Azadeh A; Nourmohammadzadeh A; Pazhoheshfar P, 2011, 'Comparing performance and robustness of SVM and ANN for fault diagnosis in a centrifugal pump', in MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty, pp. 433 - 439
    Conference Papers | 2011
    Saberi M; Azadeh A; Tofighi S; Pazhoheshfar P, 2011, 'An integrated neural network algorithm for optimum performance assessment of auto industry with multiple outputs and corrupted data and noise', in IECON Proceedings (Industrial Electronics Conference), pp. 2323 - 2328, http://dx.doi.org/10.1109/IECON.2011.6119672
    Conference Papers | 2011
    Valipour M; Shabibi SA; Saberi M; Azadeh A, 2011, 'Improving the performance of artificial immune system in estimation problems with normalization technique: A case study of USA, Japan and France electricity consumption', in 9th IEEE International Symposium on Applied Machine Intelligence and Informatics, SAMI 2011 - Proceedings, pp. 137 - 141, http://dx.doi.org/10.1109/SAMI.2011.5738863
    Conference Papers | 2010
    Azadeh A; Neshat N; Saberi M, 2010, 'An intelligent approach for improved predictive control of spray drying process', in INES 2010 - 14th International Conference on Intelligent Engineering Systems, Proceedings, pp. 127 - 136, http://dx.doi.org/10.1109/INES.2010.5483859
    Conference Papers | 2010
    Behrouznia A; Saberi M; Azadeh A; Asadzadeh SM; Pazhoheshfar P, 2010, 'An adaptive network based fuzzy inference system-fuzzy data envelopment analysis for gas consumption forecasting and analysis: The case of South America', in 2010 International Conference on Intelligent and Advanced Systems, ICIAS 2010, http://dx.doi.org/10.1109/ICIAS.2010.5716160
    Conference Papers | 2010
    Nadimi V; Azadeh A; Rouzbahman M; Saberi M; Shabibi SA, 2010, 'An adaptive network based fuzzy inference system algorithm for assessment and improvement of job security among operators with respect to HSE-ergonomics program', in CIMSA 2010 - IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Proceedings, pp. 7 - 12, http://dx.doi.org/10.1109/CIMSA.2010.5611772
    Conference Papers | 2010
    Nadirni V; Azadeh A; Pazhoheshfar P; Saberi M, 2010, 'An adaptive-network-based fuzzy inference system for long-term electric consumption forecasting (2008-2015): A case study of the group of seven (G7) industrialized nations: U.S.A, Canada, Germany, United Kingdom, Japan, France and Italy', in Proceedings - UKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010, pp. 301 - 305, http://dx.doi.org/10.1109/EMS.2010.56
    Conference Papers | 2010
    Pazhoheshfar P; Azadeh A; Saberi M, 2010, 'Improving accuracy of artificial neural networks for credit scoring models using voting algorithm', in 2010 International Conference on Intelligent and Advanced Systems, IEEE, presented at Advanced Systems (ICIAS 2010), 15 June 2010 - 17 June 2010, http://dx.doi.org/10.1109/icias.2010.5716158
    Conference Papers | 2009
    Barzinpour F; Izadbakhsh HR; Azadeh A; Saberi M, 2009, 'A Genetic Algorithm for Total Assessment of Telecommunication Sectors', in 2009 3RD IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, IEEE, TURKEY, Istanbul, pp. 242 - +, presented at 3rd IEEE International Conference on Digital Ecosystems and Technologies, TURKEY, Istanbul, 01 June 2009 - 03 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000279101500043&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Barzinpour F; Izadbakhsh HR; Azadeh A; Saberi M, 2009, 'A genetic algorithm for total assessment of telecommunication sectors', in 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies, DEST '09, pp. 97 - 102, http://dx.doi.org/10.1109/DEST.2009.5276748
    Conference Papers | 2009
    Nadimi V; Azadeh A; Saberi M; Fattahi S; Danesh B; Tajvidi A, 2009, 'An Artificial Neural Network Algorithm and Time Series for Improved Forecasting of Oil Estimation: A Case Study of South Korea and United Kingdom (2001-2008R', in 2009 3RD IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, IEEE, TURKEY, Istanbul, pp. 681 - 686, presented at 3rd IEEE International Conference on Digital Ecosystems and Technologies, TURKEY, Istanbul, 01 June 2009 - 03 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000279101500120&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Nadimi V; Azadeh A; Saberi M; Fattahi S; Danesh B; Tajvidi A, 2009, 'An artificial neural network algorithm and time series for improved forecasting of oil estimation: A case study of South Korea and United Kingdom (2001-2008)', in 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies, DEST '09, pp. 739 - 744, http://dx.doi.org/10.1109/DEST.2009.5276673
    Conference Papers | 2009
    Tajvidi A; Azadeh A; Saberi M; Izadbakhsh H; Danesh B; Gitiforouz A, 2009, 'An Integrated Simulated-Based Fuzzy Regression Algorithm and Time Series for Energy Consumption Estimation with Non-Stationary Data and case studies', in 2009 3RD IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, IEEE, TURKEY, Istanbul, pp. 670 - +, presented at 3rd IEEE International Conference on Digital Ecosystems and Technologies, TURKEY, Istanbul, 01 June 2009 - 03 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000279101500118&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Tajvidi A; Azadeh A; Saberi M; Izadbakhsh H; Danesh B; Gitiforouz A, 2009, 'An integrated simulated-based fuzzy regression algorithm and time series for energy consumption estimation with non-stationary data and case studies', in 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies, DEST '09, pp. 139 - 143, http://dx.doi.org/10.1109/DEST.2009.5276675
    Conference Papers | 2008
    Azadeh A; Saberi M; Javanmardi L; Azaron A, 2008, 'Developing Expert System on Decision Making Unit Efficiency', in 2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, IEEE, ENGLAND, Cambridge, pp. 232 - +, presented at IEEE International Symposium on Industrial Electronics, ENGLAND, Cambridge, 30 June 2008 - 02 July 2008, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000266702100041&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2008
    Azadeh A; Saberi M; Javanmardi L; Azaron A, 2008, 'Developing expert system on decision making unit efficiency', in IEEE International Symposium on Industrial Electronics, pp. 809 - 816, http://dx.doi.org/10.1109/ISIE.2008.4676918
    Conference Papers | 2008
    Azadeh A; Seraj O; Saberi M, 2008, 'A Total Fuzzy Regression Algorithm for Energy Consumption Estimation', in 2008 6TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS, VOLS 1-3, IEEE, SOUTH KOREA, Daejeon, pp. 1466 - +, presented at 6th IEEE International Conference on Industrial Informatics, SOUTH KOREA, Daejeon, 13 July 2008 - 16 July 2008, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000262049000262&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2008
    Azadeh A; Seraj O; Saberi M, 2008, 'A review and comparison of fuzzy regression models for energy consumption estimation', in 2008 6TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS, VOLS 1-3, IEEE, SOUTH KOREA, Daejeon, pp. 1455 - +, presented at 6th IEEE International Conference on Industrial Informatics, SOUTH KOREA, Daejeon, 13 July 2008 - 16 July 2008, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000262049000260&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2008
    Azadeh A; Seraj O; Saberi M, 2008, 'A total Fuzzy regression algorithm for energy consumption estimation', in IEEE International Conference on Industrial Informatics (INDIN), pp. 1562 - 1568, http://dx.doi.org/10.1109/INDIN.2008.4618353
    Conference Papers | 2008
    Saberi M; Azadeh A; Ghorbani S, 2008, 'Forecasting Oil Production by Adaptive Neuro Fuzzy Inference system', in 2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, IEEE, ENGLAND, Cambridge, pp. 240 - +, presented at IEEE International Symposium on Industrial Electronics, ENGLAND, Cambridge, 30 June 2008 - 02 July 2008, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000266702100042&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2008
    Saberi M; Azadeh A; Ghorbani S, 2008, 'Forecasting oil production by adaptive neuro fuzzy inference system', in IEEE International Symposium on Industrial Electronics, pp. 1035 - 1043, http://dx.doi.org/10.1109/ISIE.2008.4676919
    Conference Papers | 2006
    Azadeh A; Ghaderi SF; Tarverdian S; Saberi M, 2006, 'Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption', in IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, IEEE, FRANCE, Paris, pp. 4834 - +, presented at 32nd Annual Conference of the IEEE-Industrial-Electronics-Society, FRANCE, Paris, 07 November 2006 - 10 November 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245905009059&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Azadeh A; Ghaderi SF; Tarverdian S; Saberi M, 2006, 'Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption', in IECON Proceedings (Industrial Electronics Conference), pp. 2552 - 2557, http://dx.doi.org/10.1109/IECON.2006.348098
    Conference Papers | 2006
    Azadeh A; Moghadam RT; Ghaderi SF; Tarverdian S; Saberi M, 2006, 'Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption in energy intensive sector', in 2006 1st IEEE International Conference on E-Learning in Industrial Electronics, ICELIE, pp. 58 - 63, http://dx.doi.org/10.1109/ICELIE.2006.347212
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Anvari M; Saberi M, 2006, 'Measuring performance electric power generations using artificial neural networks and fuzzy clustering', in IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, IEEE, FRANCE, Paris, pp. 4595 - +, presented at 32nd Annual Conference of the IEEE-Industrial-Electronics-Society, FRANCE, Paris, 07 November 2006 - 10 November 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245905009018&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Anvari M; Saberi M, 2006, 'Measuring performance electric power generations using artificial neural networks and fuzzy clustering', in IECON Proceedings (Industrial Electronics Conference), pp. 4761 - 4766, http://dx.doi.org/10.1109/IECON.2006.348042
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Anvari M; Saberi M, 2006, 'Measuring performance electric power generations using artificial neural networks', in 2006 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-6, IEEE, INDIA, Bombay, pp. 379 - +, presented at IEEE International Conference on Industrial Technology, INDIA, Bombay, 15 December 2006 - 17 December 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000248430900067&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Anvari M; Saberi M, 2006, 'Measuring performance electric power generations using artificial neural networks', in Proceedings of the IEEE International Conference on Industrial Technology, pp. 7 - 12, http://dx.doi.org/10.1109/ICIT.2006.372228
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Guitiforooz A; Saberi M, 2006, 'Improved estimation of electricity demand function by integration of fuzzy system and data mining approach', in 2006 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-6, IEEE, INDIA, Bombay, pp. 2742 - +, presented at IEEE International Conference on Industrial Technology, INDIA, Bombay, 15 December 2006 - 17 December 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000248430905029&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2006
    Azadeh MA; Ghaderi SF; Guitiforooz A; Saberi M, 2006, 'Improved estimation of electricity demand function by integration of fuzzy system and data mining approach', in Proceedings of the IEEE International Conference on Industrial Technology, pp. 2160 - 2165, http://dx.doi.org/10.1109/ICIT.2006.372570

  • (2021). Innovation Connection grant, Department of Industry, Innovation and Science, value at $205k.
  • (2020). Australia–India Strategic Research Fund, IIITD, Delhi, India, Australian academy of science, value at $11k.
  • (2020). Travel grant, Iran’s National Elites Foundation, value at $2k.
  • (2019). Innovation Connection grant, Department of Industry, Innovation and Science, value at $78k.
  • (2018). UNSW Faculty Infrastructure Project ‘Logistics and Supply Chain Insight Lab, value at $78k.
  • (2016). Postdoctoral rector fellowship, UNSW, value at $300k.
  • (2015). DAAD visiting fellowship, Hasso Plattner Institute, Information Systems Group, 2015, value at $20k.
  • (2015). Postgraduate Research Support Scheme (PRSS), $3k.
  • (2012-2013). Travel grant, Korean academy of science and technology, delivering two invited talks, 2012 & 2013, value at $7k.
  • (2012). CUPSA Conference Grant, Curtin University, $2k.
  • (2010). Visiting academic scholarship, Curtin University of Technology, 2010, value at $10K.

  • (2020). Australian academy of Science fellowship: AISRF Early- and Mid-Career Fellowship, IIITD, Delhi, India.
  • (2019). Field leader: Australia’s leading researcher in Evolutionary Computation by The Australian.
  • (2018). Academic Promotion: Promoted to the position of Lecturer (Research Fellow Level B) at UNSW, 2018.
  • (2018). Featured paper: ICEBE 2018 (second place).
  • (2017). Erdös number is 4: Morteza Saberi -> Martin Theobald -> Gerhard Weikum -> Patrick Eugene O'Neil -> Paul Erdös.
  • (2017). Video competition: Won IJCAI 2017 video competition, a leading conference in the field of AI.
  • (2016). Dissertation Competition: The First Place at IEOM’16, Malaysia.
  • (2015). DAAD fellowship: Hasso Plattner Institute, Information Systems Group.
  • (2015). Featured paper. ICEBE 2015 (third place).
  • (2013). Best Presentation: Hot topic workshop on Prediction using Fuzzy Theory, South Korea (best out of 25 invited participants).
  • (2014). Most cited article: My authored paper in the Process Safety and Environmental Protection journal is amongst the most cited articles published since 2013 in that journal.
  • (2015). Most cited article: My authored paper in the Applied Soft Computing journal is amongst the most cited articles published since 2013 in that journal.
  • (2012). Best Paper Award: WConSC’12 in Azerbayjan, Baku.
  • (2008-2013). Top 25 Hottest papers, 8 papers in Applied Mathematics and Computation, Energy Conversion and Management, Applied Mathematical Modelling, Applied Mathematical Modelling, Loss Prevention in the Process; Applied Mathematics and Computation; Applied Soft Computing (25 out of 300).
  • (2010). Visiting academic scholarship, Institute for Digital Ecosystems & Business Intelligence, Curtin University of Technology.
  • (2012). Among best seven young Iranian researchers, Azad University, (7th out of 14000).
  • (2012). CUPSA Conference Grant, Curtin University, 2012, (success rate: 10%).
  • (2012). Best Presentation: Hot topic workshop on fuzzy theory and applications, South Korea, 2012 (best out of 30 invited participants).
  • (2011). Curtin Strategic International research scholarship (CSIRS), 2011, (success rate: 10%).
  • (2006-2011). The best researcher at Azad University Tafresh Branch, 5 times 2006:2011 (1 out 200).
  • (2011). The Runner up researcher at region 5, Azad University, Iran, 2011 (second out of 2500).
  • (2011-2012). Among best five Tafresh University researchers, 2011 and 2012. (Second out of 100 faculty members).
  • (2010). The best researcher at region 5, Azad University, Iran, 2010 (1 out of 2500).
  • (2020). Australian academy of Science fellowship: AISRF Early- and Mid-Career Fellowship, IIITD, Delhi, India.
  • (2019). Field leader: Australia’s leading researcher in Evolutionary Computation by The Australian.
  • (2018). Academic Promotion: Promoted to the position of Lecturer (Research Fellow Level B) at UNSW, 2018.
  • (2018). Featured paper: ICEBE 2018 (second place).
  • (2017). Erdös number is 4: Morteza Saberi -> Martin Theobald -> Gerhard Weikum -> Patrick Eugene O'Neil -> Paul Erdös.
  • (2017). Video competition: Won IJCAI 2017 video competition, a leading conference in the field of AI.
  • (2016). Dissertation Competition: The First Place at IEOM’16, Malaysia.
  • (2015). DAAD fellowship: Hasso Plattner Institute, Information Systems Group.
  • (2015). Featured paper. ICEBE 2015 (third place).
  • (2013). Best Presentation: Hot topic workshop on Prediction using Fuzzy Theory, South Korea (best out of 25 invited participants).
  • (2014). Most cited article: My authored paper in the Process Safety and Environmental Protection journal is amongst the most cited articles published since 2013 in that journal.
  • (2015). Most cited article: My authored paper in the Applied Soft Computing journal is amongst the most cited articles published since 2013 in that journal.
  • (2012). Best Paper Award: WConSC’12 in Azerbayjan, Baku.
  • (2008-2013). Top 25 Hottest papers, 8 papers in Applied Mathematics and Computation, Energy Conversion and Management, Applied Mathematical Modelling, Applied Mathematical Modelling, Loss Prevention in the Process; Applied Mathematics and Computation; Applied Soft Computing (25 out of 300).
  • (2010). Visiting academic scholarship, Institute for Digital Ecosystems & Business Intelligence, Curtin University of Technology.
  • (2012). Among best seven young Iranian researchers, Azad University, (7th out of 14000).
  • (2012). CUPSA Conference Grant, Curtin University, 2012, (success rate: 10%).
  • (2012). Best Presentation: Hot topic workshop on fuzzy theory and applications, South Korea, 2012 (best out of 30 invited participants).
  • (2011). Curtin Strategic International research scholarship (CSIRS), 2011, (success rate: 10%).
  • (2006-2011). The best researcher at Azad University Tafresh Branch, 5 times 2006:2011 (1 out 200).
  • (2011). The Runner up researcher at region 5, Azad University, Iran, 2011 (second out of 2500).
  • (2011-2012). Among best five Tafresh University researchers, 2011 and 2012. (Second out of 100 faculty members).
  • (2010). The best researcher at region 5, Azad University, Iran, 2010 (1 out of 2500).

Data is everywhere, generated by everything around us on a daily basis at incredible speeds and touching every aspect of our life. This has led to the emergence of a new discipline, Data Science, which involves finding new patterns within the huge amount of data. My research focus is to develop new data science models that not only find new patterns but also make it understandable for individuals to help their informed decision making. 

In my research projects, I have verified the suitability of new data science models in Australian industries ranging from agriculture to mining, pharmaceutical and retail. For example, we developed a low-cost network of sensors, coupled with data analytic techniques in order to predict the abnormal behaviour of milk temperature that assists the milk farmer in taking proactive steps to maximise the milk’s quality. This has enabled them to grow their business, produce better quality milk, and get a better price in return. In the retail industry, we developed a new model that decides how to allocate stock to customers based on their preferences, and values when stock is limited. This strategy is beneficial for customers as their preferences are taken into consideration in the modelling.