Publications: Tony C Smith

Selected publications: Tony C. Smith

Mingkai Penga, Vijaya Sundararajan, Tyler Williamson, Evan P.Minty, Tony C.Smith, Chelsea T.A. Doktorchika, Hude Quan (2018) "Exploration of association rule mining for coding consistency and completeness assessment in inpatient administrative health data." Journal of Biomedical Informatics, Vol. 79, March 2018, pp. 41-47.

Mingkai Penga, Vijaya Sundararajan, Tyler Williamson, Evan P.Minty, Tony C.Smith, Chelsea T.A. Doktorchika, Hude Quan (2018) "Data on coding association rules from an inpatient administrative health data coded by International classification of disease - 10th revision (ICD-10) codes." Data in Brief, Elsevier Open Access,

Tony C. Smith and Eibe Frank (2016) "Introducing Machine Learning Concepts with WEKA". In Ewy, M. and Davis S. (Eds.), Statistical Genomics: Methods and Protocols - Volume 1418 of the series Methods in Molecular Biology (pp 353-378). New York NY, Springer New York.

Andrew C Gilman, Ian D Hogg, Kevin J Collier, Tony C Smith, Eddy J Dowle, Jonathan C Banks (2014) "Developing a molecular macroinvertebrate community index (MMCI) using Next Generation DNA Sequencing." Joint Water Symposium of the New Zealand Hydrological Society, Blenheim, New Zealand, November.

Sarjant, S., Pfahringer, B., Driessens, K., and Smith, T. (2013) "A Direct Policy-Search Algorithm for Relational Reinforcement Learning." ILP 2013,Rio de Janiero, Brazil, August.

McKenzie, J. L., Duyvestyn, J. M., Smith, T., Bendak, K., MacKay, J., Cursons, R., Cook, G. M., Arcus, V. L. (2012) "Determination of Toxin-Antitoxin Ribonuclease Sequence-Specificity using Pentaprobes and Mass Spectrometry." RNA Journal, Vol. 18, No. 6, pp. 1267-1278.

McKenzie, J. L., Robson, J., Berney, M., Smith, T., Ruthe, A., Gardner, P., Arcus, V. L., Cook, G. M. (2012) "A VapBC Toxin-Antitoxin Module is a Post-Transcriptional Regulator of Metabolic Flux in Mycobacteria." Journal of Bacteriology, Vol. 194, No. 9, pp. 2189-2204.

Sarjant, Samuel and Pfahringer, Bernhard and Driessens, Kurt and Smith, Tony C. (2011) "Using the Online Cross-Entropy Method to Learn Relational Policies for Playing Different Games." CGI 2011 - Computer Graphics International 2011, pp. 182--189., Ottawa, Canada.

Van De Molen, Chris and Smith, Tony C. (2010) "Unbounded Knowledge Acquisition Based Upon Mutual Information in Dependent Questions." J. Li (Ed.): AI 2010, LNAI 6464, pp. 233--242., Springer, Heidelberg.

Miles, Jonathan and Smith, Tony C. (2010) "Continuous and reinforcement learning methods for first-person shooter games." GSTF International Journal on Computing, ISSN: 2010-2283, Vol. 1, No. 1.

Bahiss, Khadija and Cunningham, Sally Jo and Smith, Tony C. (2010) "Investigating the usability of social networking sites for teenagers with autism." Proceedings of The 11th Annual ACM SIGCHI NZ Conference on Computer-Human Interaction (CHINZ 2010), Auckland, July 8-9, ISBN 78-1-4503-0104-6.

Miles, Jonathan and Smith, Tony C. (2010) "Fully-Adaptive bots for First-Person Shooter Games." Proceedings of the 3rd Annual International Conference on Computer Games, Multimedia and Allied Technology (CGAT 2010), Singapore, April 6-7, pages 319-324.

Giganto, Reynaldo and Smith, Tony C. (2008) "Derivation of classes from use cases automatically generated by a three-level sentence processing algorithm." Proceedings of the Third International Conference on Systems (ICONS 2008), Cancun, Mexico, April, ISBN 978-0-7695-3105-2.

Lin, Chi-San and Smith, Tony C. (2008) "Multi-argument classification for semantic role labeling". Proceedings of International Conference on Global Interoperability for Language Resources (ICGL 2008), Hong Kong, January.

Lin, Chi-San and Smith, Tony C. (2006) "A Tree-Based Algorithm for Predicate-Argument Recognition". Association for Computing Machinery (NZ) Bulletin 2(1):1-14.

Lin, Chi-San and Smith, Tony C. (2005) "Semantic Role-Labeling via Consensus Pattern-Matching". Proceedings of the Ninth Conference on Computational Natural Language Learning, Ann Arbor, Michigan, pp. 185-188, June.

Giganto, Reynaldo T. and Smith, Tony (2004) "Computer Aided Software Engineering (CASE) Software Tools: Towards An NLP-based CASE system". Proceedings of 2nd Computing Society of the Philippines-Visayas Mindanao Research Conference, Iligan City, Phillipines, November.

Giganto, Reynaldo T. and Smith, Tony (2004) "Computer Aided Software Engineering (CASE), Empowered by Natural Language Processing (NLP) for Object Oriented Analysis and Design Using Unified Modeling Language (UML)". Proceedings of the Mindanao IT Conference, Iligan City, Phillipines, December.

Smith, Tony C. (2004) "A text-classification approach to the prediction and characterization of signal peptides". Informatica 2004: World Congress on Bioinformatics, Havana, Cuba, May.

Smith, Tony C. and Cleary, John G. (2003) "All of MEDLINE indexed to the Gene Ontology". Bio-Ontologies 2003: Sixth Annual Bio-Ontologies Meeting, Brisbane, Australia. June.

Smith, Tony C. and Cleary, John G. (2003) "Automatically linking MEDLINE abstracts to the Gene Ontology". Proceedings of the ISMB 2003 BioLINK Text Data Mining SIG, Brisbane, Australia. June.

Golightly, Andrew and Smith, Tony C. (2002) "An Experimental Speech-to-Graphics System". Proceedings of SIGCHI-NZ, pp 91-96. Hamilton, New Zealand. July.

Smith, Tony C. and Lorenz, Michelle (2001) "Better Text Compression from Fewer N-Grams". Proceedings of the IEEE Data Compression Conference, Snowbird, Utah, USA. March.

Smith, Tony C. and Holmes, Geoffrey (2001) "Data Mining", In Tijskens, Hertog and Nicolai (eds) Food Process Modeling, Woodhead Publishing, London.

Smith, Anthony C. (2000) "N-gram Models of Agreement in Language". PhD Thesis, University of Waikato, Hamilton, New Zealand, June.

Smith, Tony C. (2000) "Learning Inflectional Agreement from Parental Speech". Proceedings of the 29th Stanford Child Language Research Forum, Stanford University, California, April.

Smith, Tony C. and Peeters, Ross (1998) "Fast Convergence with a Greedy Tag-Phrase Dictionary". Proceedings of the IEEE Data Compression Conference, pp 33-42. Snowbird, Utah, USA. March-April

Smith, Tony C. (1998) "Learning Feature-Value Grammars from Plain Text". Proceedings of the Joint Conference on New Methods in Language Processing and Computational Natural Language Learning, Adelaide, Australia, pp 291-294. January

Holmes, G. and Smith, T. C. (1997) "Adding Spice to the CS1 Curriculum" ACM SIGCSE Bulletin 29:1, March.

Smith, Tony C. and Cleary, John G. (1997) "Probabilistic Unification Grammars." Workshop notes: ACSC '97 Australasian Natural Language Processing Summer Workshop, pp25-32. Macquarie University, Sydney, February.

Smith, Tony C. and Witten, Ian H. (1996) "Learning language using genetic algorithms." In Stefan Wermter, Ellen Riloff and Gabriele Scheler (eds) Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing, pp132-145. Springer-Verlag. New York.

Smith, Tony C. and Witten, Ian H. (1995) "Probability-Driven Lexical Classification: A Corpus-Based Approach." Proceedings of PACLING-95. pp271-283. University of Queensland, Brisbane, Australia. April.

Smith, Tony C. and Holmes, Geoff (1995) "Subset Selection Using Rough Numeric Dependency." Proceedings of the Symposium on Intelligent Data Analysis, IDA-95 Baden-Baden, Germany. August. pp91-95.

Smith, Tony C. and Witten, Ian H. (1995) "Models for Computer Generated Parody." In Janet Murray and Michel Lenoble (eds) Computer Generated Litterature, MIT Press. Cambridge, Mass.

Smith, Tony C. and Witten, Ian H. (1995) "A Genetic Algorithm for the Induction of Natural Language Grammars." Workshop Notes: IJCAI 95 Workshop on New Approaches to Learning for Natural Language Processing. Montreal, Canada. August. pp17-24.

Smith, Tony C. (1995) "Modeles de generation de poesie." In Michel Lenoble and Alain Vuillemin (eds) Litterature et Informatique: La litterature generee par ordinateur. Artois Presses Universite, Arras, France. pp203-217. Collection: Etudes litteraires.

Witten, I. H. and Bell, T. C. and Moffat, A. and Nevill-Manning, C. G. and Smith, T. C. and Thimbleby, H. (1994) "Semantic and generative models for lossy text compression." Computer Journal 37:2, April.

Smith, Tony C. and Witten, Ian H. and Cleary, John and Legg, Shane (1994) "Objective Evaluation of Inferred Context-Free Grammars." In Proceedings of the 1994 ANZIIS, Brisbane, Australia. November.

Smith, Tony C. (1993) "Language Inference from a Closed-Class Vocabulary". Masters thesis, University of Calgary, Canada. March.

Smith, Tony C. and Witten, Ian H. (1991) "A Planning Mechanism for Generating Story-Text." Literary & Linguistic Computing Journal, 6:2:119-126.

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