Eric Martin

Senior Lecturer

Dr Eric    Martin is a Senior Lecturer and Postgrad Coursework Academic Advisor with the School of Computer Science and Engineering. His research interests include:

  • Logical foundations of AI
  • Formal Learning Theory
  • Logical Paradigms of Inductive Inference
  • Logic Programming
Journal articles
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Jain S; Kuek SN; Martin E; Stephan F, 2021, 'Learners based on transducers', Information and Computation, http://dx.doi.org/10.1016/j.ic.2020.104676
2021
Martin É, 2019, 'Nonmonotonicity in the Framework of Parametric Logic', Studia Logica, vol. 107, pp. 1025 - 1077, http://dx.doi.org/10.1007/s11225-018-9831-7
2019
Martin E; Stephan F, 2018, 'Implementing fragments of ZFC within an r.e. Universe', Journal of Logic and Computation, vol. 28, http://dx.doi.org/10.1093/logcom/exx030
2018
Martin EA, 2015, 'Logic programming as classical inference', Journal of Applied Logic, vol. 13, pp. 316 - 369, http://dx.doi.org/10.1016/j.jal.2015.06.003
2015
Jain S; Martin E; Stephan F, 2014, 'Robust learning of automatic classes of languages', Journal of Computer and System Sciences, vol. 80, pp. 777 - 795, http://dx.doi.org/10.1016/j.jcss.2013.12.002
2014
Xu H; Martin E; Mahidadia A, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, vol. 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
2014
Xu H; Martin E; Mahidadia A, 2014, 'Contents and time sensitive document ranking of scientific literature', Journal of Informetrics, vol. 8, pp. 546 - 561, http://dx.doi.org/10.1016/j.joi.2014.04.006
2014
Jain SC; Martin EPG; Stephan F, 2013, 'Learning and classifying', Theoretical Computer Science, vol. 482, pp. 73 - 85, http://dx.doi.org/10.1016/j.tcs.2013.02.025
2013
Brennan J; Martin EA, 2011, 'Spatial proximity is more than just a distance measure', International Journal of Human - Computer Studies, vol. 70, pp. 88 - 106, http://dx.doi.org/10.1016/j.ijhcs.2011.08.006
2011
Jain S; Martin EA; Stephan F, 2009, 'Input-dependence in function-learning', Theory of Computing Systems, vol. 45, pp. 849 - 864, http://dx.doi.org/10.1007/s00224-009-9174-x
2009
Jain S; Martin EA; Stephan F, 2008, 'Absolute versus probabilistic classification in a logical setting', Theoretical Computer Science, vol. 397, pp. 114 - 128, http://dx.doi.org/10.1016/j.tcs.2008.02.026
2008
Martin EA; Sharma AK; Stephan F, 2007, 'On the data consumption benefits of accepting increased uncertainty', Theoretical Computer Science, vol. 382, pp. 170 - 182, http://dx.doi.org/10.1016/j.tcs.2007.03.037
2007
Martin EA; Stephan F; Sharma A, 2006, 'On ordinal VC-dimentsion and some notions of complexity', Theoretical Computer Science, vol. 364, pp. 62 - 76, http://dx.doi.org/10.1016/j.tcs.2006.07.041
2006
Sharma A; Jain S; Martin EA; Stephan F; Case J, 2006, 'Identifying clusters from positive data', Siam Journal on Computing, vol. 36, pp. 28 - 55, http://dx.doi.org/10.1137/050629112
2006
Martin EA; Stephan F; Sharma A, 2006, 'Unifying logic, topology and learning in Parametric logic', Theoretical Computer Science, vol. 350, pp. 103 - 124, http://dx.doi.org/10.1016/j.tcs.2005.10.018
2006
Jain S; Martin EA; Stephan R, 2005, 'Absolute versus probabilistic classification in a logical setting', Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, vol. 3734, pp. 327 - 342, http://dx.doi.org/10.1007/11564089_26
2005
Martin EA; Stephan F; Sharma A, 2003, 'Learning power and language expressiveness', Theoretical Computer Science, vol. 298, pp. 365 - 383, http://dx.doi.org/10.1016/S0304-3975(02)00814-9
2003
Martin EA, 2002, 'Scientific Discovery from the Perspective of Hypothesis Acceptance', Philosophy of Science, pp. S331 - S341
2002
Martin EA, 2002, 'Generalized Logical Consequence: Making Room for Induction in the Logic of Science', Journal of Philosophical Logic, vol. 31, pp. 245 - 280, http://dx.doi.org/10.1023/A:1015714624624
2002
Martin EA; Osherson D, 2001, 'Induction by Enumeration', Information and Computation, vol. 171, pp. 50 - 68
2001
Martin EA; Osherson D, 2000, 'Scientific Discovery on Positive Data via Belief Revision', Journal of Philosophical Logic, pp. 483 - 506
2000
Martin EA; Osherson D, 1998, 'Belief revision in the service of scientific discovery', Mathematical Social Sciences, pp. 57 - 68
1998
Martin E; Osherson D, 1997, 'Scientific discovery based on belief revision', Journal of Symbolic Logic, vol. 62, pp. 1352 - 1370, http://dx.doi.org/10.2307/2275647
1997
Conference Papers
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Jain S; Kuek SN; Martin E; Stephan F, 2018, 'Learners Based on Transducers', in Klein ST; Martín-Vide C; Shapira D (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Ramat Gan, Israel, pp. 169 - 181, presented at 12th International Conference on Language and Automata Theory and Applications : LATA 2018, Ramat Gan, Israel, 09 April 2018 - 11 April 2018, http://dx.doi.org/10.1007/978-3-319-77313-1_13
2018
Kaul I; Martin E; Puri V, 2017, 'A model for the detection of underlying trends in temporal data', in Proceedings of the 2017 12th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2017, pp. 1 - 9, http://dx.doi.org/10.1109/ISKE.2017.8258812
2017
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, pp. 123 - 132, 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
2015
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, pp. 249 - 252, 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
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
2014
Jain S; Martin EA; Stephan F, 2011, 'Learning and classifying', in Algorithmic Learning Theory: 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Springer-Verlag, New York, pp. 70 - 83, presented at 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Espoo, Finland, 05 October 2011 - 07 October 2011, http://dx.doi.org/10.1007/978-3-642-24412-4_9
2011
Jain S; Martin EA; Stephan F, 2011, 'Robust learning of automatic classes of languages', in Algorithmic Learning Theory: 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Springer-Verlag, New York, pp. 55 - 69, presented at 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Espoo, Finland, 05 October 2011 - 07 October 2011, http://dx.doi.org/10.1007/978-3-642-24412-4_8
2011
Martin EA; Sallantin J, 2009, 'A Dialectic Approach to Problem-Solving', in Discovery Science 12th International Conference, DS 2009, Springer Berlin / Heidelberg, Porto, presented at Discovery Science 2009, Porto, 03 October 2009 - 05 October 2009, http://dx.doi.org/10.1007/978-3-642-04747-3_34
2009
Dartnell C; Martin E; Sallantin J, 2008, 'Learning from each other', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 148 - 159, http://dx.doi.org/10.1007/978-3-540-88411-8_16
2008
Caldon P; Martin EA, 2007, 'Learning a plan in the limit', in 8th International Symposium on Logical Formalizations of Commonsense Reasoning (CommonSense 2007), 8th International Symposium on Logical Formalizations of Commonsense Reasoning (CommonSense`07), Stanford University, CA, USA, presented at 8th International Symposium on Logical Formalizations of Commonsense Reasoning (CommonSense`07), Stanford University, CA, USA, 26 March 2007 - 28 March 2007
2007
Jain S; Martin E; Stephan F, 2007, 'Input-dependence in function-learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 378 - 388, http://dx.doi.org/10.1007/978-3-540-73001-9_39
2007
Martin EA, 2006, 'Quantification over names and modalities', in Advances in modal logic, 2006, Advances in modal logic, 2006, Noosa Lakes, Australia, presented at Advances in modal logic, 2006, Noosa Lakes, Australia, 25 September 2006 - 28 September 2006
2006
Ramer A; Martin EA; Ramer R, 2006, 'Graduated automated assessments: multiply correct multiple choice', in Thailand international conference on 21st century information technology in mathematics education, Thailand international conference on 21st century information technology in mathematics education, Chiang Mai, Thailand, presented at Thailand international conference on 21st century information technology in mathematics education, Chiang Mai, Thailand
2006
Martin EA; Sharma A, 2005, 'On a syntactic characterization of classification with a mind change bound', 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, pp. 413 - 428, presented at 18th Annual conference on learning theory, COLT 2005, Bertinoro, Italy, 27 June 2005 - 30 June 2005
2005
Martin EA; Caldon P, 2004, 'Limiting Resolution : From Foundations to Implementation', in Demoen B; Lifschitz V (ed.), 20th International Conference on Logic Programming, SPRINGER-VERLAG BERLIN, Saint-Malo, France, pp. 149 - 164, presented at 20th International Conference on Logic Programming, Saint-Malo, France, 06 September 2004 - 10 September 2004, http://dx.doi.org/10.1007/978-3-540-27775-0_11
2004
Cao TM; Martin EA; Compton PJ, 2004, 'On the Convergence of Incremental Knowledge Case Construction', in 7th International Conference on Discovery Science, Padova, Italy, pp. 207 - 218, presented at 7th International Conference, DS 2004, Padova, Italy, 02 October 2004 - 08 October 2004
2004
Case J; Jain S; Martin EA; Sharma A, 2004, 'Identifying Clusters from Positive Data', in 7th International Colloquium on Grammatical Inference, Athens, Greece, pp. 28 - 55, presented at 7th International Colloquium on Grammatical Inference, Athens, Greece, 11 October 2004 - 13 October 2004, http://dx.doi.org/10.1137/050629112
2004
Martin E; Sharma A; Stephan F, 2004, 'On the data consumption benefits of accepting increased uncertainty', in BenDavid S; Case J; Maruoka A (eds.), ALGORITHMIC LEARNING THEORY, PROCEEDINGS, SPRINGER-VERLAG BERLIN, Padova, ITALY, pp. 83 - 98, presented at 15th Annual International Conference on Algorithmic Learning Theory (ALT 2004), Padova, ITALY, 02 October 2004 - 05 October 2004, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000224605900008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2004
Martin EA; Sharma A; Stephan F, 2004, 'On the Data Consumption Benefits of Accepting Increased Uncertainty', in 15th International Conference on Algorithmic Learning Theory, Padova, Italy, pp. 83 - 98, presented at 15th International Conference on Algorithmic Learning Theory, Padova, Italy, 02 October 2004 - 05 October 2004
2004
Case J; Jain S; Martin E; Sharma A; Stephan F, 2004, 'Identifying clusters from positive data', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 103 - 114, http://dx.doi.org/10.1007/978-3-540-30195-0_10
2004
Martin EA; Sharma A; Stephan F, 2003, 'On ordinal VC-dimension and some Notions of Complexity', in 14th International Conference on Algorithmic Learning Theory (ALT) 2003, Sapporo, Japan, pp. 54 - 68, presented at 14th International Conference on Algorithmic Learning Theory (ALT) 2003, Sapporo, Japan, 17 October 2003 - 19 October 2003
2003
Martin EA; Stephan F; Sharma A, 2003, 'On Ordinal VC-Dimension ond Some Notions of Complexity', 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 14th International Conference on Algorithmic Learning Theory (ALT) 2003, Sapporo, Japan, 17 October 2003 - 19 October 2003
2003
Brennan J; Martin EA; Brennan , 2002, 'Foundations for a Formalism of Nearness', 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, pp. 71 - 82, presented at Australasian Joint Conference on Artificial Intelligence 2002, Canberra, 02 December 2002 - 06 December 2002
2002
Martin EA, 2002, 'Learning in Logic with RichProlog', in 18th International Conference on Logic Programming, Copenhagen, Denmark, pp. 239 - 254, presented at 18th International Conference on Logic Programming, Copenhagen, Denmark, 01 July 2002
2002
Martin EA; Sharma AK, 2002, 'Learning, Logic, and Topology in a Common Framework', in 13th International Conference on Algorithmic Learning Theory, Lÿbeck Germany, pp. 248 - 262, presented at 13th International Conference on Algorithmic Learning Theory, Lÿbeck Germany, 24 November 2002 - 26 November 2002
2002
Martin EA; Sharma AK; Stephan F, 2001, 'A General Theory of Deduction, Induction, and Learning', in Discovery Science : 4th International Conference, Washington DC, USA, pp. 228 - 242, presented at Discovery Science : 4th International Conference, Washington DC, USA, 25 November 2001
2001
Aurum A; Martin EA, 1999, 'Managing Both Individual and Collective Participation in Software Requirements Engineering', in 14th International Symposium on Computer and Information Sciences, 14th International Symposium on Computer and Information Sciences, Kusadasi, Turkey, presented at 14th International Symposium on Computer and Information Sciences, Kusadasi, Turkey, 18 October 1999 - 20 October 1999
1999
Martin EA; Sharma AK, 1999, 'On Sufficient Conditions for Learnability of Logic Programs from Positive Data', in 9th International Conference onInductive Logic Programming (ILP 1999), Bled, Slovenia, pp. 198 - 209, presented at 9th International Conference onInductive Logic Programming (ILP`99), Bled, Slovenia, 24 June 1999 - 27 June 1999
1999
Aurum A; Martin EA, 1998, 'Requirements Elicitation Using Solo Brainstorming', in 3rd Australian Conference on Requirements Engineering, 3rd Australian Conference on Requirements Engineering, Geelong, Victoria, presented at 3rd Australian Conference on Requirements Engineering, Geelong, Victoria, 26 October 1998 - 27 October 1998
1998
Martin E; Osherson D, 1995, 'A note on the use of probabilities by mechanical learners', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 261 - 271, http://dx.doi.org/10.1007/3-540-59119-2_183
1995
Book Chapters
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Osherson D; de Jongh D; Martin E; Weinstein S, 2011, 'Formal Learning TheoryCorrespondence to D. Osherson, DIPSCO, Istituto San Rafaelle, Via Olgettina 60, I-20132 Milano, Italy', in Handbook of Logic and Language, pp. 725 - 763, http://dx.doi.org/10.1016/B978-0-444-53726-3.00015-3
2011
Osherson D; de Jongh D; Martin E; Weinstein S, 2011, '15 Formal Learning Theory**Research support was provided by the Office of Naval Research under contracts Nos. N00014-87-K-0401 N00014-89-J-1725 and by the Swiss National Science Foundation under grant number 21-32399.91. Correspondence to D. Osherson, DIPSCO, Istituto San Rafaelle, Via Olgettina 60, I-20132 Milano, Italy.', in Handbook of Logic and Language, pp. 725 - 763, http://dx.doi.org/10.1016/b978-0-444-53726-3.00015-3
2011
Hagege H; Dartnell C; Martin EA; Sallantin J, 2009, 'Humans and Machines: Nature of Learning and Learning of Nature.', in Wang Y (ed.), Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence, edn. Original, Information Science Reference, Hershey, PA 17033, USA, pp. 71 - 91, http://dx.doi.org/10.4018/978-1-60566-902-1.ch005
2009
Martin EA; Sharma A; Stephan F, 2007, 'Deduction, induction and beyond in parametric logic', in Friend M (ed.), Induction, algorithmic learning theory, and philosohpy, edn. Logic Epistemology and the Unity of Science, Springer Publishing Company, Dordrecht, The Netherlands, pp. 55 - 110, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000266907500003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2007
Martin EA; Osherson D, 2005, 'Psychology looks hopefully to logic', in Covi R; Razborov A (ed.), Logic colloquium 2000, edn. Original, Association for symbolic logic, Massachusets, USA, pp. 323 - 333
2005
Osherson D; de Jongh D; Martin E; Weinstein S, 1997, 'Formal Learning Theory*', in Handbook of Logic and Language, Elsevier, pp. 737 - 775, http://dx.doi.org/10.1016/b978-044481714-3/50017-5
1997
Books
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Martin EA; Osheerson N, 1998, Elements of Scientific Inquiry, Original, MIT Press, Cambridge, Massachusetts
1998

Logical foundations of AI, Formal Learning Theory, Logical Paradigms of Inductive Inference, Logic Programming.