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Dr Ashesh Mahidadia

Adjunct Lecturer
Engineering
Computer Science and Engineering

Dr Ashesh Mahidadia is a Lecturer with the School of Computer Science and Engineering. His research interests include:

  • Artificial Intelligence
  • Intelligent Assisted Systems
  • Machine Learning and Data Mining
  • Knowledge-Based Systems
  • Bioinformatics
Phone
+61 2 9385 6556
E-mail
a.mahidadia@unsw.edu.au
  • Book Chapters | 2025
    Mahidadia A; Bain M; Suryanto H; Kang B; Guan C; Compton P, 2025, 'Towards Responsible Decisions with Limited Training Data Using Human-in-the-Loop', in , pp. 42 - 54, http://dx.doi.org/10.1007/978-981-96-0026-7_4
    Book Chapters | 2009
    Hoffmann AG; Mahidadia AJ, 2009, 'Machine Learning', in Gaber MM (ed.), Scientific Data Mining and Knowledge Discovery, Springer, Berlin, Germany, pp. 7 - 52
    Book Chapters | 2006
    Morioka N; Mahidadia A, 2006, 'Enhancing Information Retrieval Using Problem Specific Knowledge', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 244 - 251, http://dx.doi.org/10.1007/11961239_24
  • Journal articles | 2023
    Guan C; Suryanto H; Mahidadia A; Bain M; Compton P, 2023, 'Responsible Credit Risk Assessment with Machine Learning and Knowledge Acquisition', Human-Centric Intelligent Systems, 3, pp. 232 - 243, http://dx.doi.org/10.1007/s44230-023-00035-1
    Journal articles | 2022
    Suryanto H; Mahidadia A; Bain M; Guan C; Guan A, 2022, 'Credit Risk Modeling Using Transfer Learning and Domain Adaptation', Frontiers in Artificial Intelligence, 5, http://dx.doi.org/10.3389/frai.2022.868232
    Journal articles | 2015
    Krzywicki A; Wobcke W; Kim YS; Cai X; Bain M; Mahidadia A; Compton P, 2015, 'Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial', International Journal of Human-Computer Studies, 76, pp. 50 - 66, http://dx.doi.org/10.1016/j.ijhcs.2014.12.003
    Journal articles | 2015
    wobcke W; Krzywicki A; Kim Y; Cai X; Bain M; Compton P; Mahidadia A, 2015, 'A Deployed People-to-People Recommender System in Online Dating', AI Magazine, 36, http://dx.doi.org/10.1609/aimag.v36i3.2599
    Journal articles | 2014
    Xu H; Martin E; Mahidadia A, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
    Journal articles | 2014
    Xu H; Martin E; Mahidadia A, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
    Journal articles | 1996
    Amin A; Bemford M; Hoffmann A; Mahidadia A; Compton P, 1996, 'A knowledge acquisition technique for recognizing handprinted Chinese characters', Proceedings - International Conference on Pattern Recognition, 3, pp. 254 - 258, http://dx.doi.org/10.1109/ICPR.1996.546949
  • Conference Papers | 2022
    Krzywicki A; Mahidadia A; Bain M, 2022, 'Discovering Periodicity in Locally Repeating Patterns', in Proceedings - 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, DSAA 2022, http://dx.doi.org/10.1109/DSAA54385.2022.10032435
    Conference Papers | 2015
    Xu H; Martin E; Mahidadia A, 2015, 'Extractive summarisation based on keyword profile and language model', in Proceedings of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies, Denver, USA, presented at North American Chapter of the Association for Computational Linguistics – Human Language Technologies, Denver, USA, 31 May 2015 - 05 June 2015, http://www.aclweb.org/anthology/N/N15/N15-1013.pdf
    Conference Papers | 2014
    Krzywicki A; Wobcke W; Cai X; Bain M; Compton P; Mahidadia A; Kim YS, 2014, 'Evaluation and deployment of a people-to-peopie recommender in online dating', in Proceedings of The Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, pp. 2914 - 2921, presented at Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, 29 July 2014 - 31 July 2014
    Conference Papers | 2014
    Xu H; Martin E; Mahidadia A, 2014, 'Exploiting Paper Contents and Citation Links to Identify and Characterise Specialisations', in Data Mining Workshop (ICDMW), 2014 IEEE International Conference on, pp. 613 - 620, http://dx.doi.org/10.1109/ICDMW.2014.26
    Conference Papers | 2014
    Xu H; Martin E; Mahidadia A, 2014, 'Topical Establishment Leveraging Literature Evolution', in Klein M (ed.), Proceedings of the 14th IEEE/ACM Joint Conference on Digital Libraries, London, presented at IEEE/ACM Joint Conference on Digital Libraries, London, 08 September 2014 - 12 September 2014, http://dx.doi.org/10.1109/JCDL.2014.6970175
    Conference Papers | 2010
    Kim YS; Mahidadia AJ; Compton PJ; Cai X; Bain ME; Krzywicki A; Wobcke W, 2010, 'People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 247 - 260, presented at The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31 August 2010 - 03 September 2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21
    Conference Papers | 2010
    Krzywicki A; Wobcke W; Cai X; Mahidadia AJ; Bain ME; Compton PJ; Kim YS, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Web Information Systems Engineering - WISE 2010, Springer, Germany, pp. 342 - 356, presented at 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12 December 2010 - 14 December 2010, http://dx.doi.org/10.1007/978-3-642-17616-6_31
    Conference Papers | 2007
    , 2007, 'Welcome Message from the IHS 2007 Workshop Co-Chairs', in The 2007 International Conference on Intelligent Pervasive Computing (IPC 2007), IEEE, presented at The 2007 International Conference on Intelligent Pervasive Computing (IPC 2007), 11 October 2007 - 13 October 2007, http://dx.doi.org/10.1109/ipc.2007.125
    Conference Papers | 2004
    Cheung Z; Phan KL; Mahidadia AJ; Hoffmann AG, 2004, 'Feature Extraction for Learning to Classify Questions', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 17th Australian Joint Conference on Artificial Intelligence, Cairns, Qld, 04 December 2004 - 06 December 2004
    Conference Papers | 2004
    Mahidadia AJ; Compton PJ, 2004, 'Knowledge Management in Data and Knowledge Intensive Environments', in 5th International Conference on Practical Aspects of Knowledge Management (PAKM2004), Vienna, Austria, presented at 5th International Conference on Practical Aspects of Knowledge Management (PAKM2004), Vienna, Austria, 02 December 2004 - 03 December 2004
    Conference Papers | 2003
    Lau AYS; Ong SS; Mahidadia AJ; Hoffmann AG; Westbrook JI; Zrimec T, 2003, 'Mining Patterns of Dyspepsia Symptoms Across Time Points using Constraint Association Rules', in 7th Pacific-Asia Conference, PAKDD 2003, Seoul, South Korea, presented at 7th Pacific-Asia Conference, PAKDD 2003, Seoul, South Korea, 30 April 2003 - 02 May 2003
    Conference Papers | 2001
    Mahidadia AJ; Compton PJ, 2001, 'Assisting Model-Discovery in Neuroendocrinology', in Discovery Science : 4th International Conference, Washington DC, USA, presented at Discovery Science : 4th International Conference, Washington DC, USA, 25 November 2001
    Conference Papers | 1997
    Menzies TJ; Mahidadia AJ, 1997, 'Ripple-Down Rationality: A Framework for Maintaining PSMs', in Workshop on Problem Solving Methods for Knowledge-Based Systems, in connection with IJCAI-97, 15th International Joint Conferences on Atrificial Intelligence (IJCAI 1997), Nagoya, Japan, presented at 15th International Joint Conferences on Atrificial Intelligence (IJCAI 1997), Nagoya, Japan, 23 August 1997 - 29 August 1997
    Conference Papers | 1996
    Amin A; Bamford M; Hoffman AG; Mahidadia AJ; Compton PJ, 1996, 'Recognition of handprinted Chinese characters using riplle-down rules', in Advances in Structural and Syntactical Pattern Recognition, Leipzig, Germany, presented at Advances in Structural and Syntactical Pattern Recognition, Leipzig, Germany, 20 August 1996 - 23 August 1996