purl.org/peter.turney

Turney - Publications

Patents

  1. Turney, P.D. (2006), Method and apparatus for automatically identifying keywords within a document, Canadian Patent 2,236,623. (NRC #45837)

    [CIPO]

  2. Turney, P.D. (2002), Method and apparatus for automatically identifying keywords within a document, United States Patent 6,470,307. (NRC #45837)

    [USPTO]

Journals

  1. Turney, P.D. (2006), Similarity of semantic relations, Computational Linguistics, 32 (3), 379-416. (NRC #48775)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  2. Ewaschuk, R., and Turney, P. (2006), Self-replication and self-assembly for manufacturing, Artificial Life, 12, 411-433. (NRC #48760)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF] [Source Code]

  3. Turney, P.D., and Littman, M.L. (2005), Corpus-based learning of analogies and semantic relations, Machine Learning, 60 (1-3), 251-278. (NRC #48273)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  4. Turney, P.D., and Littman, M.L. (2003), Measuring praise and criticism: Inference of semantic orientation from association, ACM Transactions on Information Systems (TOIS), 21 (4), 315-346. (NRC #46516)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  5. Smith, A., Turney, P., and Ewaschuk, R. (2003), Self-replicating machines in continuous space with virtual physics, Artificial Life, 9, 21-40. (NRC #44969)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF] [Source Code]

  6. Turney, P.D. (2001), Answering subcognitive Turing Test questions: A reply to French, Journal of Experimental and Theoretical Artificial Intelligence, 13 (4), 409-419. (NRC #44898)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  7. Turney, P.D. (2000), Learning algorithms for keyphrase extraction, Information Retrieval, 2 (4), 303-336. (NRC #44105)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  8. Turney, P.D. (2000), A simple model of unbounded evolutionary versatility as a largest-scale trend in organismal evolution, Artificial Life, 6, 109-128. (NRC #43672)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF] [Source Code]

  9. Lavrac, N., Gamberger, D, and Turney, P.D. (1998), A relevancy filter for constructive induction. IEEE Intelligent Systems, 13 (2), 50-56. (NRC #40231)

  10. Turney, P.D. (1996), How to shift bias: Lessons from the Baldwin effect, Evolutionary Computation, 4 (3), 271-295. (NRC #40180)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  11. Turney, P.D., Whitley, D., and Anderson, R.W. (1996), Evolution, learning, and instinct: 100 years of the Baldwin effect, Evolutionary Computation, 4 (3), iv-viii.

    [HTML]

  12. Turney, P.D. (1995), Technical note: Bias and the quantification of stability, Machine Learning, 20, October, 23-33. (NRC #38313)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  13. Turney, P.D. (1995), Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm, Journal of Artificial Intelligence Research, 2, March, 369-409. (NRC #38369)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  14. Turney, P.D. (1994), A theory of cross-validation error, Journal of Experimental and Theoretical Artificial Intelligence, 6, November, 361-391. (NRC #35072)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  15. Turney, P.D. (1994), Theoretical analyses of cross-validation error and voting in instance-based learning, Journal of Experimental and Theoretical Artificial Intelligence, 6, November, pp. 331-360. (NRC #35073)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  16. Turney, P.D. and Halasz, M. (1993), Contextual normalization applied to aircraft gas turbine engine diagnosis, Journal of Applied Intelligence, 3, July, pp. 109-129. (NRC #35028)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  17. Famili, A. and Turney, P.D. (1991), Intelligently helping the human planner in industrial process planning, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 5 (2), December, pp. 109-124. (NRC #31771)
  18. Turney, P.D. (1991), The gap between abstract and concrete results in machine learning, Journal of Experimental and Theoretical Artificial Intelligence, 3, November, pp. 179-190. (NRC #31788)
  19. Turney, P.D. (1991), A note on Popper's equation of simplicity with falsifiability, British Journal for the Philosophy of Science, 42 (1), March, pp. 105-109.
  20. Turney, P.D. (1990), The curve fitting problem: A solution, British Journal for the Philosophy of Science, 41 (4), December, pp. 509-530.
  21. Turney, P.D. (1990), Problems with complexity in Gold's paradigm of induction: I: Dynamic complexity, International Journal of General Systems, 17 (4), November, pp. 329-342.
  22. Turney, P.D. (1990), Problems with complexity in Gold's paradigm of induction: II: Static complexity, International Journal of General Systems, 17 (4), November, pp. 343-358.
  23. Turney, P.D. (1990), Embeddability, syntax, and semantics in accounts of scientific theories, Journal of Philosophical Logic, 19 (4), November, pp. 429-451.
  24. Turney, P.D. (1989), The architecture of complexity: A new blueprint, Synthese, 79 (3), June, pp. 515-542.
  25. Turney, P.D. (1986), Laws of form and finite automata, International Journal of General Systems, 12 (4), September, pp. 307-318.

  26. Turney, P.D. (1984), Unfolding the tesseract, Journal of Recreational Mathematics, 17 (1), November, pp. 1-16.

    [HTML]

Conferences

  1. Girju, R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P., and Yuret, D. (2007), SemEval-2007 Task 04: Classification of Semantic Relations between Nominals, Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval 2007), Prague, Czech Republic, pp. 13-18. (NRC #49318)

    [ACL Anthology PDF] [ACL Anthology Bib] [SemEval 2007]

  2. Turney, P.D. (2006), Expressing implicit semantic relations without supervision, Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (Coling/ACL-06), Sydney, Australia, pp. 313-320. (NRC #48761)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  3. Nadeau, D., Turney, P.D., and Matwin, S. (2006), Unsupervised named-entity recognition: Generating gazetteers and resolving ambiguity, Proceedings of the 19th Canadian Conference on Artificial Intelligence (CAI-06), Quebec City, Canada, pp. 266-277. (NRC #48727)

    [IIT Abstract] [IIT PDF] [MetaPress]

  4. Nadeau, D., Sabourin, C., De Koninck, J., Matwin, S., Turney, P.D. (2006), Automatic dream sentiment analysis, Proceedings of the Workshop on Computational Aesthetics at the Twenty-First National Conference on Artificial Intelligence (AAAI-06), Boston, USA (NRC #48725)

    [IIT Abstract] [IIT PDF]

  5. Turney, P.D. (2005), Measuring semantic similarity by latent relational analysis, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), Edinburgh, Scotland, pp. 1136-1141. (NRC #48255)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  6. Nadeau, D., and Turney, P.D. (2005), A supervised learning approach to acronym identification, Proceedings of the Eighteenth Canadian Conference on Artificial Intelligence (AI-05), Victoria, Canada, pp. 319-329. (NRC #48121)

    [IIT Abstract] [IIT PDF] [MetaPress]

  7. Turney, P.D. (2004), Word sense disambiguation by Web mining for word co-occurrence probabilities, Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL-3), Barcelona, Spain, pp. 239-242. (NRC #47167)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  8. Turney, P.D., Littman, M.L., Bigham, J., and Shnayder, V. (2003), Combining independent modules to solve multiple-choice synonym and analogy problems, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-03), Borovets, Bulgaria, pp. 482-489. (NRC #46506)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  9. Turney, P.D. (2003), Coherent keyphrase extraction via Web mining, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03), Acapulco, Mexico, pp. 434-439. (NRC #46496)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  10. Turney, P.D. (2002), Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews, Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL'02), Philadelphia, Pennsylvania, pp. 417-424. (NRC #44946)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  11. Turney, P.D. (2001), Mining the Web for synonyms: PMI-IR versus LSA on TOEFL, Proceedings of the Twelfth European Conference on Machine Learning (ECML-2001), Freiburg, Germany, pp. 491-502. (NRC #44893)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  12. Turney, P.D. (2000), Types of cost in inductive concept learning, Workshop on Cost-Sensitive Learning at the Seventeenth International Conference on Machine Learning (WCSL at ICML-2000), Stanford University, California. (NRC #43671)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  13. Turney, P.D. (1999), Increasing evolvability considered as a large-scale trend in evolution, Proceedings of the 1999 Genetic and Evolutionary Computation Conference (GECCO-99) Workshop Program, pp. 43-46. (NRC #43583)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  14. Lavrac, N., Gamberger, D., and Turney, P.D. (1996), Preprocessing by a cost-sensitive literal reduction algorithm: REDUCE, Learning, Networks and Statistics: Proceedings of the 1996 Workshop of the International School for the Synthesis of Expert Knowledge (ISSEK 96), edited by G. Della Riccia, H.-J. Lenz, and R. Kruse, Springer, pp. 179-196. (NRC #41565)
  15. Lavrac, N., Gamberger, D., and Turney, P.D. (1996), Cost-sensitive feature reduction applied to a hybrid genetic algorithm, Proceedings of the Seventh International Workshop on Algorithmic Learning Theory (ALT96), Sydney, Australia, October, pp. 127-134. (NRC #40167)

  16. Turney, P.D. (1996), Myths and legends of the Baldwin effect, 13th International Conference on Machine Learning (ICML96), Workshop on Evolutionary Computation and Machine Learning, Bari, Italy, July, pp. 135-142. (NRC #39220)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  17. Turney, P.D. (1996), The management of context-sensitive features: A review of strategies, 13th International Conference on Machine Learning (ICML96), Workshop on Learning in Context-Sensitive Domains, Bari, Italy, July, pp. 60-66. (NRC #39221)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  18. Turney, P.D. (1996), The identification of context-sensitive features: A formal definition of context for concept learning, 13th International Conference on Machine Learning (ICML96), Workshop on Learning in Context-Sensitive Domains, Bari, Italy, July, pp. 53-59. (NRC #39222)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  19. Turney, P.D. (1995), Low size-complexity inductive logic programming: The East-West Challenge considered as a problem in cost-sensitive classification, Proceedings of the Fifth International Inductive Logic Programming Workshop (ILP95), Leuven, Belgium, September, pp. 247-263. (NRC #39164)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  20. Turney, P.D. (1995), Data engineering for the analysis of semiconductor manufacturing data, Proceedings of the IJCAI-95 Workshop on Data Engineering for Inductive Learning, Montreal, Quebec, August, pp. 50-59. (NRC #39163)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  21. Turney, P.D. (1993), Robust classification with context-sensitive features, Proceedings of the Sixth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Edinburgh, Scotland, June, pp. 268-276. (NRC #35074)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  22. Turney, P.D. (1993), Exploiting context when learning to classify, Proceedings of the European Conference on Machine Learning, Vienna, Austria, April, pp. 402-407. (NRC #35058)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  23. Turney, P.D. and Famili, A. (1992), Analysis of induced decision trees for industrial process optimization, Proceedings of the 6th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, August, pp. 19-24. (NRC #33209)
  24. Famili, A. and Turney, P.D. (1992), An intelligent supervisory system for process optimization and knowledge refinement of an industrial process, Proceedings of the SIGMAN Workshop on Knowledge-Based Production Planning, Scheduling and Control, San Jose, California, July. (NRC #33199)
  25. Turney, P.D. and Famili, A. (1990), An application of machine learning to industrial process planning, Proceedings of the Canadian Conference on Electrical and Computer Engineering, Ottawa, Ontario, September, pp. 14.3.1-14.3.4. (NRC #31646)
  26. Famili, A. and Turney, P.D. (1990), Learning from unsuccessful plans in industrial process planning, Proceedings of the SIGMAN Workshop on Intelligent Manufacturing Architectures, Boston, Massachusetts, August, pp. 25-29. (NRC #31580)

Magazines

  1. Turney, P.D. (1996), Machine learning at the National Research Council's Institute for Information Technology, Canadian Artificial Intelligence, 38, March, pp. 21-24.
  2. Turney, P.D. (1995), Artificial intelligence and the World Wide Web, Canadian Artificial Intelligence, 36, March, pp. 4-6.
  3. Turney, P.D. (1994), NSERC controversy, Canadian Artificial Intelligence, 35, November, pp. 4-9.
  4. Turney, P.D. (1993), VARMINT: Canadian AI success story #2, Canadian Artificial Intelligence, 31, March, pp. 21-25. (NRC #35043)
  5. Turney, P.D. (1992), Pitch Expert: Canadian AI success story #1, Canadian Artificial Intelligence, 30, November, pp. 14-17. (NRC #33222)

  6. Turney, P.D. (1991), Controlling super-intelligent machines, Canadian Artificial Intelligence, 27, July, pp. 3, 4, 12, 35.

    [PDF]

  7. Turney, P.D. and Famili, A. (1991), Research report: Machine learning applied to industrial process planning, Canadian Artificial Intelligence, 26, February, pp. 20-22. (NRC #31585)
  8. Famili, A. and Turney, P.D. (1990), Prototype provides intelligent planning for CIM, Computing Canada, 16 (15), July, p. 32. (NRC #31644)
  9. Famili, A. and Turney, P.D. (1990), The use of machine learning to improve the performance of industrial process planning, Engineering Digest, 36 (3), June, pp. 26-28. (NRC #31401)
  10. Famili, A. and Turney, P.D. (1990), How machine learning can improve the performance of industrial process planning, Automation Production Technology, 5 (4), June, p. 53. (NRC #31272)
  11. Turney, P.D. (1989), Debugging super-intelligent machines, Canadian Artificial Intelligence, 21, October, pp. 15-16.

Book Chapters

  1. Turney, P.D., Littman, M.L., Bigham, J., and Shnayder, V. (2004), Combining independent modules in lexical multiple-choice problems, Recent Advances in Natural Language Processing III: Selected Papers from RANLP 2003, Eds: N. Nicolov, K. Botcheva, G. Angelova, and R. Mitkov, Current Issues in Linguistic Theory (CILT), 260, John Benjamins, pp. 101-110. (NRC #47434)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  2. Lavrac, N., Gamberger, D., and Turney, P.D. (1998), A relevancy filter for constructive induction, in Feature Extraction, Construction, and Selection: A Data Mining Perspective, edited by H. Liu and H. Motoda, Kluwer Academic Publishers, pp. 137-154. (NRC #41593)

  3. Turney, P.D. (1996), Low size-complexity inductive logic programming: The East-West Challenge considered as a problem in cost-sensitive classification, in Advances in Inductive Logic Programming, edited by L. De Raedt, IOS Press, Burke, VA, March, pp. 308-321. (NRC #39164) (Also appeared in ILP95 -- see above.)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  4. Famili, A. and Turney, P.D. (1992), Application of machine learning to industrial planning and decision making, in Artificial Intelligence Applications in Manufacturing, edited by A. Famili, S. Kim, and D. Nau, MIT Press, Cambridge, MA, June, pp. 1-16. (NRC #33150)

Technical Reports

  1. Turney, P.D. (2007), Empirical Evaluation of Four Tensor Decomposition Algorithms, National Research Council, Institute for Information Technology, Technical Report ERB-1152. (NRC #49877)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  2. Ewaschuk, R., and Turney, P. (2005), Self-Replicating Strands that Self-Assemble into User-Specified Meshes, National Research Council, Institute for Information Technology, Technical Report ERB-1121. (NRC #47442)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF] [Source Code]

  3. Turney, P.D. (2004), Human-Level Performance on Word Analogy Questions by Latent Relational Analysis, National Research Council, Institute for Information Technology, Technical Report ERB-1118. (NRC #47422)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  4. Turney, P.D., and Littman, M.L. (2003), Learning Analogies and Semantic Relations, National Research Council, Institute for Information Technology, Technical Report ERB-1103. (NRC #46488)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  5. Smith, A., Turney, P., and Ewaschuk, R. (2002), JohnnyVon: Self-Replicating Automata in Continuous Two-Dimensional Space, National Research Council, Institute for Information Technology, Technical Report ERB-1099. (NRC #44953)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  6. Turney, P.D. (2002), Mining the Web for Lexical Knowledge to Improve Keyphrase Extraction: Learning from Labeled and Unlabeled Data, National Research Council, Institute for Information Technology, Technical Report ERB-1096. (NRC #44947)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  7. Turney, P.D., and Littman, M.L. (2002), Unsupervised Learning of Semantic Orientation from a Hundred-Billion-Word Corpus, National Research Council, Institute for Information Technology, Technical Report ERB-1094. (NRC #44929)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  8. Turney, P.D. (1999), Learning to Extract Keyphrases from Text, National Research Council, Institute for Information Technology, Technical Report ERB-1057. (NRC #41622)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

  9. Turney, P.D. (1997), Extraction of Keyphrases from Text: Evaluation of Four Algorithms, National Research Council, Institute for Information Technology, Technical Report ERB-1051. (NRC #41550)

    [arXiv Abstract] [arXiv PDF] [Cogprints Abstract] [Cogprints PDF]

Thesis

  1. Turney, P.D. (1989), Abstract of Inductive Inference and Stability, Canadian Artificial Intelligence, 18, January, p. 45. Also in Dissertation Abstracts International, 49 (9), March, p. 2689-A. Also in Dissertation Abstracts International, 50 (5), November, pp. 1326-1327-A.
  2. Turney, P.D. (1988), Inductive Inference and Stability, Doctoral Dissertation, Department of Philosophy, University of Toronto, University Microfilms International, Order Number DA-89-14715, June.

Book Reviews

  1. Turney, P.D. (1993), Review of John Koza's Genetic Programming: On the Programming of Computers by Means of Natural Selection and Genetic Programming: The Movie, Canadian Artificial Intelligence, 32, August, pp. 30-31.
  2. Turney, P.D. (1993), Review of Robert Cummins's and John Pollock's Philosophy and AI: Essays at the Interface, Canadian Artificial Intelligence, 31, March, pp. 29-30.
  3. Turney, P.D. (1989), Review of Ajit Narayanan's On Being a Machine: Volume 1: Formal Aspects of Artificial Intelligence, Canadian Artificial Intelligence, 21, October, pp. 38-40.
  4. Turney, P.D. (1989), Review of Stephen Graubard's The Artificial Intelligence Debate: False Starts, Real Foundations, Canadian Artificial Intelligence, 20, July, pp. 34-35.
  5. Turney, P.D. (1986), Review of Arne Naess's A Sceptical Dialogue on Induction, Canadian Philosophical Reviews, VI (1), January, pp. 11-12.

Updated: November 23, 2007.