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. |
2. | C. Huang, O. Zaiane. "Generating Responses Expressing Emotion in an Open-Domain Dialogue System". LNCS 11551 Internet Science, pp 100-112, October 2018. |
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. |
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. |
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. |
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. |
8. | K. Yoshizoe, M. Müller. "Computer Go". Encyclopedia of Computer Graphics and Games, Springer International, (ed: N. Lee), pp 1-13, February 2016. |
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. |
10. | A. Kishimoto, M. Mueller. "Game Solvers". Handbook of Digital Games and Entertainment Technologies, pp 1-20, October 2015. |
11. | N. Sturtevant. "An Introduction to Search for Games". Game AI Pro 2: Collected Wisdom of Game AI Professionals, CRC Press, April 2015. |
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. |
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. |
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. |
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. |
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. |
17. | R. Valenzano, H. Nakhost, M. Mueller, J. Schaeffer. "ArvandHerd 2014". The Eighth International Planning Competition, pp 1-5, June 2014. |
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. |
19. | N. Sturtevant. "Choosing a Search Space Representation". Game AI Pro: Collected Wisdom of Game AI Professionals, CRC Press, pp 253-258, September 2013. |
20. | S. Rabin, N. Sturtevant. "Pathfinding Architecture Optimizations". Game AI Pro: Collected Wisdom of Game AI Professionals, CRC Press, pp 241-252, September 2013. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
30. | "Advanced Data Mining and Applications". Lecture Notes in Artificial Intelligence, Springer Verlag, (ed: Xue Li, Osmar R. Zaiane, Zhanhuai Li), 4093, July 2006. |
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. |
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. |
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. |
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. |
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. |
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. |
37. | R. Sutton. "Reinforcement learning". MIT Encyclopedia of the Cognitive Sciences, MIT Press, (ed: R. Wilson F. Keil), pp 715-717, May 1999. |
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. |
39. | R. Greiner, D. Schuurmans. "Fast Distribution-Specific Learning". Computational Learning Theory and Natural Learning Systems, MIT Press, 4, pp 155-167, August 1997. |
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. |
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. |
42. | R. Sutton. "Integrated Modeling and Control Based on Reinforcement Learning and Dynamic Programming". January 1991. |
43. | J. Franklin, R. Sutton, C. Anderson, O. Selfridge, D. Schwartz. "Connectionist Learning Control at GTE Laboratories". pp 242-253, February 1990. |