Select Publications

Conference Papers

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

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

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

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

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

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

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

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

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

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

Caldon P; Martin EA, 2007, 'Learning a plan in the limit', in 8th International Symposium on Logical Formalizations of Commonsense Reasoning (CommonSense 2007), 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

Martin EA, 2006, 'Quantification over names and modalities', in Advances in modal logic, 2006, Noosa Lakes, Australia, presented at Advances in modal logic, 2006, Noosa Lakes, Australia, 25 September 2006 - 28 September 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, Chiang Mai, Thailand, presented at Thailand international conference on 21st century information technology in mathematics education, Chiang Mai, Thailand

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

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

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

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

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, ITALY, Padova, pp. 83 - 98, presented at 15th Annual International Conference on Algorithmic Learning Theory (ALT 2004), ITALY, Padova, 02 October 2004 - 05 October 2004, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000224605900008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Martin EA; Caldon P, 2004, 'Limiting Resolution : From Foundations to Implementation', in 20th International Conference on Logic Programming, Saint-Malo, France, presented at 20th International Conference on Logic Programming, Saint-Malo, France, 06 September 2004 - 10 September 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

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

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

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

Martin EA; Sharma AK, 2002, 'Learning, Logic, and Topology in a Common Framework', in 13th International Conference on Algorithmic Learning Theory, Lÿbeck Germany, presented at 13th International Conference on Algorithmic Learning Theory, Lÿbeck Germany, 24 November 2002 - 26 November 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

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

Aurum A; Martin EA, 1999, 'Managing Both Individual and Collective Participation in Software Requirements Engineering', in 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

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, presented at 9th International Conference onInductive Logic Programming (ILP`99), Bled, Slovenia, 24 June 1999 - 27 June 1999

Aurum A; Martin EA, 1998, 'Requirements Elicitation Using Solo Brainstorming', in 3rd Australian Conference on Requirements Engineering, Geelong, Victoria, presented at 3rd Australian Conference on Requirements Engineering, Geelong, Victoria, 26 October 1998 - 27 October 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

Luzeaux D; Martin E, 1993, 'Steps or stages for incremental learning', in AAAI Spring Symposium - Technical Report, pp. 140 - 150


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