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Publications in Category "In Book"

1. L. Wehbe, A. Fyshe, T. Mitchell. "Language processing in the brain: Mapping neural activity to language meaning". Human Language: from Genes and Brains to Behavior, MIT Press, (ed: Peter Hagoort), pp 325-336, October 2019. view
2. C. Huang, O. Zaiane. "Generating Responses Expressing Emotion in an Open-Domain Dialogue System". LNCS 11551 Internet Science, pp 100-112, October 2018. view
3. B. Wubie, A. Andres, R. Greiner, B. Hoehn, A. Montano-Loza, N. Kneteman, G. Heo. "Cluster Identification via Persistent Homology and other Clustering Techniques, with Application to Liver Transplant Data". Research in Computational Topology, Springer, (ed: Chambers, Erin, Fasy, Brittany Terese, Ziegelmeier, Lori ), 13, pp 145-177, March 2018. view
4. B. Murphy, L. Wehbe, A. Fyshe. "Decoding Language from the Brain". Language, Cognition, and Computational Models, Cambridge University Press, (ed: T. Poibeau & A. Villavicencio), pp 53-80, November 2017. view
5. "Digital Economy. Emerging Technologies and Business Innovation". Lecture Notes in Business Information Processing, Springer Verlag, (ed: Rim Jallouli, Osmar R. Zaiane, Mohamed Anis Bach Tobji, Rym Srarfi Tabbane, Anton Nijholt), 290, July 2017. view
6. S. Rabin, N. Sturtevant. "Faster A* with Goal Bounding". Game AI Pro 3: Collected Wisdom of Game AI Professionals, CRC Press, pp 1-20, June 2017. view
7. N. Sturtevant, S. Rabin. "Faster Dijkstra Search on Uniform Cost Grids". Game AI Pro 3: Collected Wisdom of Game AI Professionals, CRC Press, pp 21-40, June 2017. view
8. K. Yoshizoe, M. Müller. "Computer Go". Encyclopedia of Computer Graphics and Games, Springer International, (ed: N. Lee), pp 1-13, February 2016. view
9. R. Rabbany, O. Zaiane. "Evaluation of Community Mining Algorithms in the Presence of Attributes". Trends and Applications in Knowledge Discovery and Data Mining, Trends and Applications in Knowledge Discovery and Data Mining, Springer, (ed: Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung), 9441, pp 152-163, November 2015. view
10. A. Kishimoto, M. Mueller. "Game Solvers". Handbook of Digital Games and Entertainment Technologies, pp 1-20, October 2015. view
11. N. Sturtevant. "An Introduction to Search for Games". Game AI Pro 2: Collected Wisdom of Game AI Professionals, CRC Press, April 2015. view
12. N. Sturtevant. "Monte-Carlo Tree Search and Related Algorithms for Games". Game AI Pro 2: Collected Wisdom of Game AI Professionals, CRC Press, April 2015. view
13. P. Cao, O. Zaiane, D. Zhao. " A Measure optimized cost-sensitive learning framework for imbalanced data classification". Biologically-Inspired Techniques for Knowledge Discovery and Data Mining, Advances in Data Mining an, Biologically-Inspired Techniques for Knowledge Discovery and Data Mining, Advances in Data Mining and Database Management Book Series, IGI Global, (ed: Shafiq Alam, Yun Sing Koh, and Gillian Dobbie), pp 1-24, October 2014. PDFview
14. R. Rabbany, S. ElAtia, M. Takaffoli, O. Zaiane. "Collaborative Learning of Students in Online Discussion Forums: A Social Network Analysis Perspective". Series: Studies in Computational Intelligence, Educational Data Mining: Applications and Trends, Springer, (ed: Alejandro Peña-Ayala), 524, pp 1-25, October 2014. PDFview
15. L. Antonie, J. Li, O. Zaiane. "Negative Association Rules". Frequent Pattern Mining, Frequent Pattern Mining, Springer, (ed: Charu Aggarwal, and Jiawei Han), October 2014. PDFview
16. R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Relative Validity Criteria for Community Mining Algorithms". Encyclopedia of Social Network Analysis and Mining, Encyclopedia of Social Network Analysis and Mining, Springer, (ed: Reda Alhajj and Jon Rokne), pp 1-18, October 2014. PDFview
17. R. Valenzano, H. Nakhost, M. Mueller, J. Schaeffer. "ArvandHerd 2014". The Eighth International Planning Competition, pp 1-5, June 2014. PDFview
18. F. Xie, M. Müller, R. Holte. "Jasper: the art of exploration in greedy best first search". The Eighth International Planning Competition, (ed: M. Vallati, L. Chrpa, and T. McCluskey), pp 39-42, June 2014. PDFview
19. N. Sturtevant. "Choosing a Search Space Representation". Game AI Pro: Collected Wisdom of Game AI Professionals, CRC Press, pp 253-258, September 2013. view
20. S. Rabin, N. Sturtevant. "Pathfinding Architecture Optimizations". Game AI Pro: Collected Wisdom of Game AI Professionals, CRC Press, pp 241-252, September 2013. view
21. J. Chen, O. Zaiane, R. Goebel. "Detecting Communities in Social Networks using Local Information". Social Networks Analysis and Mining: Foundations and Applications, Social Networks Analysis and Mining: Foundations and Applications, Springer Verlag, (ed: N. Memon and R. Alhajj), October 2010. view
22. S. Oliveira, O. Zaiane. "Business Collaboration by Privacy-Preserving Clustering". Social Implications of Data Mining and Information Privacy: Interdisciplinary frameworks and solutio, Social Implications of Data Mining and Information Privacy: Interdisciplinary frameworks and solutions, IGI Global, (ed: Ephrem Eyob), October 2009. view
23. S. Oliveira, O. Zaiane. "Privacy-Preserving Clustering to Uphold Business Collaboration: A dimensionality reduction-based Transformation Approach". Techniques and Applications for Advanced Information Privacy and Security: Emerging Organizational, , Techniques and Applications for Advanced Information Privacy and Security: Emerging Organizational, Ethical, and Human Issues, IGI Global, (ed: Nemati), pp 79-102, October 2009. PDFview
24. M. Antonie, D. Chodos, O. Zaiane. "Variations on Associative Classifiers and Classification Results Analyses". Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, IGI Global, (ed: Yanchang Zhao, Chengqi Zhang and Longbing Cao), October 2009. view
25. O. Zaiane, J. Chen, R. Goebel. "Mining Research Communities in Bibliographical Data". Advances in Web Mining and Web Usage Analysis, Advances in Web Mining and Web Usage Analysis, Springer Verlag, (ed: Myra Spilopoulou, Haizheng Zhang), October 2008. PDFview
26. S. Oliveira, O. Zaiane. "Privacy-Preserving Data Mining on the Web: Foundations and technique". Data warehousing and Mining: Concepts, Methodologies, Tools and Applications, IGI Global, (ed: John Wang), October 2008. view
27. M. El-Hajj, O. Zaiane. "Bi-Directional Constraint Pushing in Frequent Pattern Mining". Data Mining Patterns: New Methods and Applications, Data Mining Patterns: New Methods and Applications, Information Science Reference, (ed: Pascal Poncelet, Maguelonne Teisseire and Florent Masseglia), pp 32-56, October 2007. view
28. S. Oliveira, O. Zaiane. "Privacy-Preserving Data Mining on the Web: Foundations and Techniques". Web and Information Security, Idea Group Publisher, (ed: Elena Ferrari and Bhavani Thuraisingham), October 2006. view
29. O. Zaiane. "Recommender Systems for E-Learning: Towards Non-Intrusive Web Mining". Data Mining in E-Learning, Advances in Management Information - Data Mining in E-Learning, WIT Press, (ed: C. Romero and S. Ventura), 4, pp 79-96, October 2006. PDFview
30. "Advanced Data Mining and Applications". Lecture Notes in Artificial Intelligence, Springer Verlag, (ed: Xue Li, Osmar R. Zaiane, Zhanhuai Li), 4093, July 2006. view
31. D. Schuurmans, F. Southey, D. Wilkinson, Y. Guo. "Metric-based approaches for semi-supervised regression and classification". Semi-Supervised Learning, MIT Press, (ed: O. Chapelle, B. Schoelkopf, A. Zein), January 2006. PDFview
32. M. Bowling, R. Jensen, M. Veloso. "Multiagent Planning in the Presence of Multiple Goals". Intelligent Series, Wiley, (ed: Rene Jorna, Wout van Wezel, and Alex Meystel), (345-371), January 2005. PDFview
33. O. Zaiane, J. Li, R. Hayward. "Mission-based Navigational Behaviour Modeling for Web Recommender Systems". Mining and Web Usage Analysis, Lecture Notes in Artificial Intelligence, Springer Verlag, (ed: B. Mobasher, O. Nasraoui, B. Liu, and B. Massand), pp 37-55, August 2004. PDFview
34. O. Zaiane. "Discovering Patterns With and Within Images". Multimedia Mining- A Highway to Intelligent Multimedia Documents, Kluwer Academic Publishers, (ed: Chabane Djeraba), pp 27-42, October 2002. view
35. O. Zaiane. "The Infant Days of Multimedia Data Mining". Dealing with the Data Flood: Mining Data, Text and Multimedia, SST Publications, Netherlands, (ed: Jeroen Meij), October 2002. view
36. R. Greiner. "Explanation-Based Learning". MIT Encyclopedia of the Cognitive Sciences, MIT Encyclopedia of the Cognitive Sciences (MITECS), MIT Press, pp 301--303, May 1999. view
37. R. Sutton. "Reinforcement learning". MIT Encyclopedia of the Cognitive Sciences, MIT Press, (ed: R. Wilson F. Keil), pp 715-717, May 1999. view
38. M. Veloso, M. Bowling, S. Achim, K. Han, P. Stone. "The CMUnited-98 Champion Small-Robot Team". (Edition RoboCup-98: Robot Soccer World Cup II), Springer Verlag, (ed: Minoru Asada and Hiroaki Kitano), (77–92), March 1999. PDFview
39. R. Greiner, D. Schuurmans. "Fast Distribution-Specific Learning". Computational Learning Theory and Natural Learning Systems, MIT Press, 4, pp 155-167, August 1997. view
40. D. Schuurmans, R. Greiner. "Learning to Classify Incomplete Examples". Computational Learning Theory and Natural Learning Systems, MIT Press, 4, pp 87-105, May 1997. PDFview
41. R. Sutton. "Reinforcement Learning". Reinforcement Learning, Reprinting of a special issue of Machine Learning Journal, Kluwer Academic Press, (ed: Sutton R. S.), May 1992. view
42. R. Sutton. "Integrated Modeling and Control Based on Reinforcement Learning and Dynamic Programming". January 1991. view
43. J. Franklin, R. Sutton, C. Anderson, O. Selfridge, D. Schwartz. "Connectionist Learning Control at GTE Laboratories". pp 242-253, February 1990. view
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