| Description |
1 online resource (xix, 468 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7661. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7661. 0302-9743
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Knowledge Discovery and Data Mining -- An Anti-tampering Algorithm Based on an Artificial Intelligence Approach / Andrea Moio, Attilio Giordana, Dino Mendola -- Domain Knowledge and Data Mining with Association Rules -- A Logical Point of View / Jan Rauch -- The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard / Paweł Betliński, Dominik Ślęzak -- Mining Top-K Non-redundant Association Rules / Philippe Fournier-Viger, Vincent S. Tseng -- ABML Knowledge Refinement Loop: A Case Study / Matej Guid, Martin Možina, Vida Groznik, Dejan Georgiev, Aleksander Sadikov -- Min-Max Itemset Trees for Dense and Categorical Datasets / Jennifer Lavergne, Ryan Benton, Vijay V. Raghavan -- TRARM-RelSup: Targeted Rare Association Rule Mining Using Itemset Trees and the Relative Support Measure / Jennifer Lavergne, Ryan Benton, Vijay V. Raghavan -- Incremental Rules Induction Method Based on Three Rule Layers / Shusaku Tsumoto, Shoji Hirano -- RPKM: The Rough Possibilistic K-Modes / Asma Ammar, Zied Elouedi, Pawan Lingras |
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Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm / Jan Kohout, Roman Neruda -- Local Probabilistic Approximations for Incomplete Data / Patrick G. Clark, Jerzy W. Grzymala-Busse, Martin Kuehnhausen -- On the Relations between Retention Replacement, Additive Perturbation, and Randomisations for Nominal Attributes in Privacy Preserving Data Mining / Piotr Andruszkiewicz -- Intelligent Information Systems -- Decision Support for Extensive Form Negotiation Games / Sujata Ghosh, Thiri Haymar Kyaw, Rineke Verbrugge -- Intelligent Alarm Filter Using Knowledge-Based Alert Verification in Network Intrusion Detection / Yuxin Meng, Wenjuan Li, Lam-for Kwok -- Clustering-Based Media Analysis for Understanding Human Emotional Reactions in an Extreme Event / Chao Gao, Jiming Liu -- An Event-Driven Architecture for Spatio-temporal Surveillance of Business Activities / Gabriel Pestana, Joachim Metter, Sebastian Heuchler, Pedro Reis |
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Text Mining and Language Processing -- Multiple Model Text Normalization for the Polish Language / Łukasz Brocki, Krzysztof Marasek, Danijel Koržinek -- Discovering Semantic Relations Using Prepositional Phrases / Janardhana Punuru, Jianhua Chen -- DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish / Alina Wróblewska, Marcin Sydow -- Knowledge Representation and Integration -- Lexical Ontology Layer -- A Bridge between Text and Concepts / Grzegorz Protaziuk, Anna Wróblewska, Robert Bembenik, Henryk Rybiński -- Knowledge Representation and Integration -- Using Web Mining for Discovering Spatial Patterns and Hot Spots for Spatial Generalization / Jan Burdziej, Piotr Gawrysiak -- AGNES: A Novel Algorithm for Visualising Diversified Graphical Entity Summarisations on Knowledge Graphs / Grzegorz Sobczak, Mariusz Pikuła, Marcin Sydow |
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Large Scale Skill Matching through Knowledge Compilation / Eufemia Tinelli, Simona Colucci, Silvia Giannini, Eugenio Di Sciascio -- Evaluating Role Based Authorization Programs / Chun Ruan -- Music Information Retrieval -- A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings / Alicja A. Wieczorkowska, Miron B. Kursa -- Advanced Searching in Spaces of Music Information / Mariusz Rybnik, Wladyslaw Homenda, Tomasz Sitarek -- Mood Tracking of Musical Compositions / Jacek Grekow -- Recommender Systems -- Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson's Patients / Konrad Ciecierski, Zbigniew W. Raś, Andrzej W. Przybyszewski -- From Music to Emotions and Tinnitus Treatment, Initial Study / Deepali Kohli, ZbigniewW. Raś, Pamela L. Thompson, Pawel J. Jastreboff -- Adapting to Natural Rating Acquisition with Combined Active Learning Strategies / Mehdi Elahi, Francesco Ricci, Neil Rubens |
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Special Sessions -- Technology Intelligence and Applications / Intelligence in Interoperability with AIDA / Hugo Peixoto, Manuel Santos, António Abelha, José Machado -- An Intelligent Patient Monitoring System / Rui Rodrigues, Pedro Gonçalves, Miguel Miranda, Carlos Portela, Manuel Santos -- Corpus Construction for Extracting Disease-Gene Relations / Hong-Woo Chun, Sa-Kwang Song, Sung-Pil Choi, Hanmin Jung -- On Supporting Weapon System Information Analysis with Ontology Model and Text Mining / Jung-Whoan Choi, Seungwoo Lee, Dongmin Seo, Sa-Kwang Song, Hanmin Jung, Sang Hwan Lee -- Product Configuration -- Some Experimental Results Relevant to the Optimization of Configuration and Planning Problems / Paul Pitiot, Michel Aldanondo, Elise Vareilles, Linda Zhang, Thierry Coudert -- Resolving Anomalies in Configuration Knowledge Bases / Alexander Felfernig, Florian Reinfrank, Gerald Ninaus -- Configuration Repair via Flow Networks / Ingo Feinerer, Gerhard Niederbrucker, Gernot Salzer, Tanja Sisel |
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Analyzing the Accuracy of Calculations When Scoping Product Configuration Projects / Martin Bonev, Lars Hvam -- A Two-Step Hierarchical Product Configurator Design Methodology / Yue Wang, Mitchell M. Tseng -- Human Factors in Information Retrieval -- Anonymous Preference Elicitation for Requirements Prioritization / Gerald Ninaus, Alexander Felfernig, Florian Reinfrank -- Special Sessions -- Human Factors in Information Retrieval -- Clustering Users to Explain Recommender Systems' Performance Fluctuation / Charif Haydar, Azim Roussanaly, Anne Boyer -- Social Recommender Systems -- Network-Based Inference Algorithm on Hadoop / Zhen Tang, Qingxian Wang, Shimin Cai -- A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems / Sheng Huang, Mingsheng Shang, Shimin Cai -- Recommendation of Leaders in Online Social Systems / Hao Liu, Fei Yu, An Zeng, Linyuan Lü -- Application of Recommendation System: An Empirical Study of the Mobile Reading Platform / Chun-Xiao Jia, Chuang Liu, Run-Ran Liu, Peng Wang |
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Measuring Quality, Reputation and Trust in Online Communities / Hao Liao, Giulio Cimini, Matúš Medo -- Warehousing and OLAPing Complex, Spatial and Spatio-temporal Data -- Providing Timely Results with an Elastic Parallel DW / João Pedro Costa, Pedro Martins, José Cecilio, Pedro Furtado -- Discovering Dynamic Classification Hierarchies in OLAP Dimensions / Nafees Ur Rehman, Svetlana Mansmann, Andreas Weiler, Marc H. Scholl -- BIAccelerator -- A Template-Based Approach for Rapid ETL Development / Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn -- BPMN Patterns for ETL Conceptual Modelling and Validation / Bruno Oliveira, Orlando Belo -- Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions / Alfredo Cuzzocrea, Carson K. Leung |
| Summary |
This book constitutes the proceedings of the 20th International Symposium on Methodologies for Intelligent Systems, ISMIS 2012, held in Macau, China, in December 2012. The 42 regular papers and 11 short papers presented were carefully reviewed and selected from 88 submissions. They are organized in topical sections named: knowledge discovery and data mining; intelligent information systems; text mining and language processing; knowledge representation and integration; music information retrieval; recommender systems; technology intelligence and applications; product configuration; human factors in information retrieval; social recommender systems; and warehousing and OLAPing complex, spatial and spatio-temporal data |
| Analysis |
Computer science |
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Database management |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Information Storage and Retrieval |
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Information Systems Applications (incl. Interlnet) |
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computerwetenschappen |
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computer sciences |
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man-machine interaction |
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computers |
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gebruikersinterfaces |
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user interfaces |
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informatiesystemen |
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information systems |
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internet |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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datamining |
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databasebeheer |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Artificial intelligence -- Congresses
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Data mining -- Congresses
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Information retrieval -- Congresses
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Informatique.
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Artificial intelligence
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Data mining
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Information retrieval
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Chen, Li
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| ISBN |
9783642346248 |
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3642346243 |
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3642346235 |
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9783642346231 |
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