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Conference Canadian Conference on Artificial Intelligence (23rd : 2010 : Ottawa, Ont.)
Title Advances in artificial intelligence : 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 - June 2, 2010 ; proceedings / Atefeh Farzindar, Vlado Keselj (eds.).
Imprint Berlin : Springer, 2010.

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Conference Canadian Conference on Artificial Intelligence (23rd : 2010 : Ottawa, Ont.)
Series Lecture notes in computer science, 0302-9743 ; 6085
Lecture notes in artificial intelligence
Lecture notes in computer science ; 6085.
Lecture notes in computer science. Lecture notes in artificial intelligence.
Subject Artificial intelligence -- Congresses.
Artificial Intelligence.
Alt Name Farzindar, Atefeh.
Kešelj, Vlado.
Description 1 online resource (xvi, 426 pages) : illustrations.
polychrome rdacc
Bibliography Note Includes bibliographical references.
Summary Annotation This book constitutes the refereed proceedings of the 23rd Conference on Artificial Intelligence, Canadian AI 2010, held in Ottawa, Canada, in May/June 2010. The 22 revised full papers presented together with 26 revised short papers, 12 papers from the graduate student symposium and the abstracts of 3 keynote presentations were carefully reviewed and selected from 90 submissions. The papers are organized in topical sections on text classification; text summarization and IR; reasoning and e-commerce; probabilistic machine learning; neural networks and swarm optimization; machine learning and data mining; natural language processing; text analytics; reasoning and planning; e-commerce; semantic web; machine learning; and data mining.
Contents Invited talks: Acquisition of 'deep' knowledge from shallow corpus statistics (abstract) / Dekang Lin -- University and industry partnership in NLP, is it worth the "trouble"? (abstract) / Guy Lapalme -- Corpus-based term relatedness graphs in tag recommendation (abstract) / Evangelos Milios -- Regular papers: Text classification. Improving multiclass text classification with error-correcting output coding and sub-class partitions / Baoli Li and Carl Vogel -- Offensive language detection using multi-level classification / Amir H. Razavi, Diana Inkpen, Sasha Uritsky, and Stan Matwin -- A three-way decision approach to email spam filtering / Bing Zhou, Yiyu Yao, and Jigang Luo -- Hierarchical approach to emotion recognition and classification in texts / Diman Ghazi, Diana Inkpen, and Stan Szpakowicz -- Text summarization and IR. Supervised machine learning for summarizing legal documents / Mehdi Yousfi-Monod, Atefeh Farzindar, and Guy Lapalme -- Toward a gold standard for extractive text summarization / Alistair Kennedy and Stan Szpakowicz -- MeSH represented MEDLINE query results / Pif Edwards and Vlado Keselj -- Reasoning and e-commerce. Argumentation-based reasoning with inconsistent knowledge bases / Xiaowang Zhang, Zhihu Zhang, Dai Xu, and Zuoquan Lin -- Finding a single, all, or the most probable solution to a finite or non-finite interval algebra network / Andre Trudel -- A dynamic pricing approach in e-commerce based on multiple purchase attributes / Tapu Kumar Ghose and Thomas T. Tran -- Probabilistic machine learning: The IMAP hybrid method for learning Gaussian Bayes nets / Oliver Schulte, Gustavo Frigo, Russell Greiner, and Hassan Khosravi -- Feature subset-wise mixture model-based clustering via local search algorithm / Younghwan Namkoong, Yongsung Joo, and Douglas D. Dankel II -- Cascading customized naive Bayes couple / Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, and R. Kurt Ungar -- Semi-supervised probability propagation on instance-attribute graphs / Bin Wang and Harry Zhang -- Neural networks and swarm optimization. Offline recognition of handwritten numeral characters with polynomial neural networks using topological features / El-Sayed M. El-Alfy -- Automatic parameter settings for the PROAFTN classifier using hybrid particle swarm optimization / Feras Al-Obeidat, Nabil Belacel, Juan A. Carretero, and Prabhat Mahanti -- The ant search algorithm : an ant colony optimization algorithm for the optimal searcher path problem with visibility / Michael Morin, Luc Lamontagne, Irene Abi-Zeid, and Patrick Maupin -- Machine learning and data mining. Automatic discovery of network applications : a hybrid approach / Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, and Ali A. Ghorbani -- Overlap versus imbalance / Misha Denil and Thomas Trappenberg -- Robustness of classifiers to changing environments / Houman Abbasian, Chris Drummond, Nathalie Japkowicz, and Stan Matwin -- Belief revision of product-based causal possibilistic networks / Salem Benferhat and Karim Tabia -- A survey on statistical relational learning / Hassan Khosravi and Bahareh Bina -- Short papers. Natural language processing. Exploiting frame information for prepositional phrase semantic role labeling / Dunwei Wen and Qing Dou -- Phrase-based statistical machine translation for a low-density language pair / Maxim Roy and Fred Popowich -- Coordination of subject markers in Arabic and typed categorial logic / Adel Jebali, Ismail Biskri, and Louisette Emirkanian -- Word reordering approaches for Bangla-English statistical machine translation / Maxim Roy and Fred Popowich -- Text analytics. Comparison of feature selection methods for sentiment analysis / Chris Nicholls and Fei Song -- Unsupervised extraction of appraisal expressions / Kenneth Bloom and Shlomo Argamon -- Automatic text segmentation for movie subtitles / Martin Scaiano, Diana Inkpen, Robert Laganiere, and Adele Reinhartz -- Using classifier performance visualization to improve collective ranking techniques for biomedical abstracts classification / Alexandre Kouznetsov and Nathalie Japkowicz -- Reasoning and planning. Annotation concept synthesis and enrichment analysis / Mikhail Jiline, Stan Matwin, and Marcel Turcotte -- Using learned PSR model for planning under uncertainty / Yunlong Liu, Guoli Ji, and Zijiang Yang -- Notes on generating satisfiable SAT instances using random subgraph isomorphism / Calin Anton and Christopher Neal -- A model for reasoning about interaction with users in dynamic, time critical environments for the application of hospital decision making / Hyunggu Jung and Robin Cohen -- E-commerce. A novel approach for recommending ranked user-generated reviews / Richong Zhang and Thomas T. Tran -- A semantic model for social recommender systems / Heung-Nam Kim, Andrew Reczniak, Pierre Levy, and Abdulmotaleb El-Saddik -- Winner determination based on preference elicitation methods / Farnaz Ghavamifar, Samira Sadaoui, and Malek Mouhoub -- Semantic Web. A domain ontology model for mould design automation / Ziad Kobti, Ding Chen, and Alan Baljeu -- Dynamic reasoning for descriptive logic terminologies / Stanislav Ustymenko and Daniel G. Schwartz -- Deep distributed news : ontologies to the rescue of journalism / Alexandre Cayla-Irigoyen and Esma Aimeur -- Machine learning. Improving Bayesian learning using public knowledge / Farid Seifi, Chris Drummond, Nathalie Japkowicz, and Stan Matwin -- Potential AI strategies to solve the Commons Game : a position paper / Petro Verkhogliad and B. John Oommen -- Score calibration for optimal biometric identification / Dmitry O. Gorodnichy and Richard Hoshino -- Detection of mine-like objects using restricted Boltzmann machines / Warren A. Connors, Patrick C. Connor, and Thomas Trappenberg -- Data mining. Data mining techniques for proactive fault diagnostics of electronic gaming machines / Matthew Butler and Vlado Keselj -- Multivariate decision trees using different splitting attribute subsets for large databases / Anilu Franco-Arcega, Jesus Ariel Carrasco-Ochoa, Guillermo Sanchez-Diaz, and Jose Fco. Martinez-Trinidad -- Using non boolean similarity functions for frequent similar pattern mining / Ansel Y. Rodriguez-Gonzalez, Jose Fco. Martinez-Trinidad, Jesus Ariel Carrasco-Ochoa, and Jose Ruiz-Shulcloper -- Evaluation of rare event detection / Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, and Elizabeth Jonker -- CAI-GS 2010 Graduate Student Symposium. CAI-GS presentation papers: On multi-robot area coverage / Pooyan Fazli -- Exploiting rhetorical relations in blog summarization / Shamima Mithun -- Peer-based intelligent tutoring systems : a corpus-oriented approach / John Champaign -- On sketch based anonymization that satisfies differential privacy model / Jennifer Lee -- Predicting optimal constraint satisfaction methods / Craig D.S. Thompson -- A computer approach for face aging problems / Khoa Luu -- GAI-GS poster papers: Automatically expanding the lexicon of Roget's thesaurus / Alistair Kennedy -- Privacy preserving publication of longitudinal health data / Morvarid Sehatkar -- Reasoning about interaction for hospital decision making / Hyunggu Jung -- Semantic annotation using ontology and Bayesian networks / Quratulain Rajput -- Optimizing advisor network size in a personalized trust-modelling framework for multi-agent systems / Joshua Gorner -- An adaptive trust and reputation system for open dynamic environment / Zeinab Noorian.
Note Print version record.
ISBN 9783642130595
3642130593
9783642130588 (pbk.)
3642130585 (pbk.)
OCLC # 663096308
Additional Format Print version: Canadian Conference on Artificial Intelligence (23rd : 2010 : Ottawa, Ont.). Advances in artificial intelligence. Berlin : Springer, 2010 9783642130588 3642130585 (OCoLC)635376229


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