Dr Eric Martin is a Senior Lecturer and Postgrad Coursework Academic Advisor with the School of Computer Science and Engineering. His research interests include:
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, Elsevier, pp. 725 - 763, http://dx.doi.org/10.1016/b978-0-444-53726-3.00015-3
Book Chapters | 2011
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
Book Chapters | 2009
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
Book Chapters | 2007
Martin EA; Sharma A; Stephan F, 2007, 'Deduction, induction and beyond in parametric logic', in Friend M(ed.), Induction, algorithmic learning theory, and philosohpy, Springer Publishing Company, Dordrecht, The Netherlands, pp. 55 - 110
Book Chapters | 2005
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
Martin E; Stephan F, 2018, 'Implementing fragments of ZFC within an r.e. Universe', Journal of Logic and Computation, 28, http://dx.doi.org/10.1093/logcom/exx030
Jain S; Martin E; Stephan F, 2014, 'Robust learning of automatic classes of languages', Journal of Computer and System Sciences, 80, pp. 777 - 795, http://dx.doi.org/10.1016/j.jcss.2013.12.002
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
Brennan J; Martin EA, 2011, 'Spatial proximity is more than just a distance measure', International Journal of Human - Computer Studies, 70, pp. 88 - 106, http://dx.doi.org/10.1016/j.ijhcs.2011.08.006
Journal articles | 2009
Jain S; Martin EA; Stephan F, 2009, 'Input-dependence in function-learning', Theory of Computing Systems, 45, pp. 849 - 864
Journal articles | 2008
Jain S; Martin EA; Stephan F, 2008, 'Absolute versus probabilistic classification in a logical setting', Theoretical Computer Science, 397, pp. 114 - 128, http://dx.doi.org/10.1016/j.tcs.2008.02.026
Journal articles | 2007
Martin EA; Sharma AK; Stephan F, 2007, 'On the data consumption benefits of accepting increased uncertainty', Theoretical Computer Science, 382, pp. 170 - 182, http://dx.doi.org/10.1016/j.tcs.2007.03.037
Journal articles | 2006
Martin EA; Stephan F; Sharma A, 2006, 'On ordinal VC-dimentsion and some notions of complexity', Theoretical Computer Science, 364, pp. 62 - 76
Journal articles | 2006
Martin EA; Stephan F; Sharma A, 2006, 'Unifying logic, topology and learning in Parametric logic', Theoretical Computer Science, 350, pp. 103 - 124, http://dx.doi.org/10.1016/j.tcs.2005.10.018
Journal articles | 2006
Sharma A; Jain S; Martin EA; Stephan F; Case J, 2006, 'Identifying clusters from positive data', Siam Journal on Computing, 36, pp. 28 - 55, http://dx.doi.org/10.1137/050629112
Journal articles | 2005
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, 3734, pp. 327 - 342, http://dx.doi.org/10.1007/11564089_26
Martin EA, 2002, 'Generalized Logical Consequence: Making Room for Induction in the Logic of Science', Journal of Philosophical Logic, pp. 245 - 280
Journal articles | 2002
Martin EA, 2002, 'Scientific Discovery from the Perspective of Hypothesis Acceptance', Philosophy of Science, pp. S331 - S341
Journal articles | 2001
Martin EA; Osherson D, 2001, 'Induction by Enumeration', Information and Computation, 171, pp. 50 - 68
Journal articles | 2000
Martin EA; Osherson D, 2000, 'Scientific Discovery on Positive Data via Belief Revision', Journal of Philosophical Logic, pp. 483 - 506
Journal articles | 1998
Martin EA; Osherson D, 1998, 'Belief revision in the service of scientific discovery', Mathematical Social Sciences, pp. 57 - 68
Journal articles | 1997
Martin E; Osherson D, 1997, 'Scientific discovery based on belief revision', Journal of Symbolic Logic, 62, pp. 1352 - 1370, http://dx.doi.org/10.2307/2275647
Conference Papers | 2018
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
Conference Papers | 2017
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
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, 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
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 | 2011
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
Conference Papers | 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
Conference Papers | 2009
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
Conference Papers | 2008
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
Conference Papers | 2007
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
Conference Papers | 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
Conference Papers | 2006
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
Conference Papers | 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
Conference Papers | 2005
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, presented at 18th Annual conference on learning theory, COLT 2005, Bertinoro, Italy, 27 June 2005 - 30 June 2005
Conference Papers | 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, presented at 7th International Conference, DS 2004, Padova, Italy, 02 October 2004 - 08 October 2004
Conference Papers | 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
Conference Papers | 2004
Case J; Jain S; Martin EA; Sharma A, 2004, 'Identifying Clusters from Positive Data', in 7th International Colloquium on Grammatical Inference, Athens, Greece, presented at 7th International Colloquium on Grammatical Inference, Athens, Greece, 11 October 2004 - 13 October 2004
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
Conference Papers | 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, presented at 15th International Conference on Algorithmic Learning Theory, Padova, Italy, 02 October 2004 - 05 October 2004
Conference Papers | 2003
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, presented at 14th International Conference on Algorithmic Learning Theory (ALT) 2003, Sapporo, Japan, 17 October 2003 - 19 October 2003
Conference Papers | 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
Conference Papers | 2002
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, presented at Australasian Joint Conference on Artificial Intelligence 2002, Canberra, 02 December 2002 - 06 December 2002
Conference Papers | 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
Conference Papers | 2002
Martin EA, 2002, 'Learning in Logic with RichProlog', in 18th International Conference on Logic Programming, Copenhagen, Denmark, presented at 18th International Conference on Logic Programming, Copenhagen, Denmark, 01 July 2002
Conference Papers | 2001
Martin EA; Sharma AK; Stephan F, 2001, 'A General Theory of Deduction, Induction, and Learning', in Discovery Science : 4th International Conference, Washington DC, USA, presented at Discovery Science : 4th International Conference, Washington DC, USA, 25 November 2001
Conference Papers | 1999
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
Conference Papers | 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
Conference Papers | 1998
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
Conference Papers | 1995
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
Conference Papers | 1993
Luzeaux D; Martin E, 1993, 'Steps or stages for incremental learning', in AAAI Spring Symposium - Technical Report, pp. 140 - 150