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ORCID20th ISMIS 2012: Macau
- Li Chen
, Alexander Felfernig, Jiming Liu, Zbigniew W. Ras:
Foundations of Intelligent Systems - 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings. Lecture Notes in Computer Science 7661, Springer 2012, ISBN 978-3-642-34623-1
Knowledge Discovery and Data Mining
- Andrea Moio, Attilio Giordana, Dino Mendola:
An Anti-tampering Algorithm Based on an Artificial Intelligence Approach. 1-10 - Jan Rauch:
Domain Knowledge and Data Mining with Association Rules - A Logical Point of View. 11-20 - Pawel Betlinski, Dominik Slezak:
The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard. 21-30 - Philippe Fournier-Viger, Vincent S. Tseng:
Mining Top-K Non-redundant Association Rules. 31-40 - Matej Guid, Martin Mozina, Vida Groznik, Dejan Georgiev, Aleksander Sadikov, Zvezdan Pirtosek, Ivan Bratko:
ABML Knowledge Refinement Loop: A Case Study. 41-50 - Jennifer Lavergne, Ryan G. Benton, Vijay V. Raghavan:
Min-Max Itemset Trees for Dense and Categorical Datasets. 51-60 - Jennifer Lavergne, Ryan G. Benton, Vijay V. Raghavan:
TRARM-RelSup: Targeted Rare Association Rule Mining Using Itemset Trees and the Relative Support Measure. 61-70 - Shusaku Tsumoto, Shoji Hirano:
Incremental Rules Induction Method Based on Three Rule Layers. 71-80 - Asma Ammar, Zied Elouedi, Pawan Lingras:
RPKM: The Rough Possibilistic K-Modes. 81-86 - Jan Kohout, Roman Neruda:
Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm. 87-92 - Patrick G. Clark, Jerzy W. Grzymala-Busse, Martin Kuehnhausen:
Local Probabilistic Approximations for Incomplete Data. 93-98 - Piotr Andruszkiewicz:
On the Relations between Retention Replacement, Additive Perturbation, and Randomisations for Nominal Attributes in Privacy Preserving Data Mining. 99-104
Intelligent Information Systems
- Sujata Ghosh, Thiri Haymar Kyaw, Rineke Verbrugge:
Decision Support for Extensive Form Negotiation Games. 105-114 - Yuxin Meng, Wenjuan Li, Lam-for Kwok:
Intelligent Alarm Filter Using Knowledge-Based Alert Verification in Network Intrusion Detection. 115-124 - Chao Gao, Jiming Liu:
Clustering-Based Media Analysis for Understanding Human Emotional Reactions in an Extreme Event. 125-135 - Gabriel Pestana, Joachim Metter, Sebastian Heuchler, Pedro Reis:
An Event-Driven Architecture for Spatio-temporal Surveillance of Business Activities. 136-142
Text Mining and Language Processing
- Lukasz Brocki, Krzysztof Marasek, Danijel Korzinek:
Multiple Model Text Normalization for the Polish Language. 143-148 - Janardhana Punuru, Jianhua Chen:
Discovering Semantic Relations Using Prepositional Phrases. 149-154 - Alina Wróblewska, Marcin Sydow:
DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish. 155-161
Knowledge Representation and Integration
- Grzegorz Protaziuk, Anna Wróblewska, Robert Bembenik, Henryk Rybinski, Teresa Podsiadly-Marczykowska:
Lexical Ontology Layer - A Bridge between Text and Concepts. 162-171 - Jan Burdziej, Piotr Gawrysiak:
Using Web Mining for Discovering Spatial Patterns and Hot Spots for Spatial Generalization. 172-181 - Grzegorz Sobczak, Mariusz Pikula, Marcin Sydow:
AGNES: A Novel Algorithm for Visualising Diversified Graphical Entity Summarisations on Knowledge Graphs. 182-191 - Eufemia Tinelli, Simona Colucci, Silvia Giannini, Eugenio Di Sciascio, Francesco M. Donini:
Large Scale Skill Matching through Knowledge Compilation. 192-201 - Chun Ruan:
Evaluating Role Based Authorization Programs. 202-207
Music Information Retrieval
- Alicja Wieczorkowska, Miron B. Kursa:
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings. 208-217 - Mariusz Rybnik, Wladyslaw Homenda, Tomasz Sitarek:
Advanced Searching in Spaces of Music Information. 218-227 - Jacek Grekow:
Mood Tracking of Musical Compositions. 228-233
Recommender Systems
- Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski:
Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson's Patients. 234-243 - Deepali Kohli, Zbigniew W. Ras, Pamela L. Thompson, Pawel J. Jastreboff, Alicja Wieczorkowska:
From Music to Emotions and Tinnitus Treatment, Initial Study. 244-253 - Mehdi Elahi, Francesco Ricci, Neil Rubens:
Adapting to Natural Rating Acquisition with Combined Active Learning Strategies. 254-263
Special Sessions
- Hugo Peixoto, Manuel Santos, António Abelha, José Machado:
Intelligence in Interoperability with AIDA. 264-273 - Rui Rodrigues, Pedro Gonçalves, Miguel Miranda, Carlos Portela, Manuel Santos, José Neves, António Abelha, José Machado:
An Intelligent Patient Monitoring System. 274-283 - Hong-Woo Chun, Sa-Kwang Song, Sung-Pil Choi, Hanmin Jung:
Corpus Construction for Extracting Disease-Gene Relations. 284-292 - Jung-Whoan Choi, Seungwoo Lee, Dongmin Seo, Sa-Kwang Song, Hanmin Jung, Sang Hwan Lee, Pyung Kim:
On Supporting Weapon System Information Analysis with Ontology Model and Text Mining. 293-300 - Paul Pitiot, Michel Aldanondo, Élise Vareilles, Linda Zhang, Thierry Coudert:
Some Experimental Results Relevant to the Optimization of Configuration and Planning Problems. 301-310 - Alexander Felfernig, Florian Reinfrank, Gerald Ninaus:
Resolving Anomalies in Configuration Knowledge Bases. 311-320 - Ingo Feinerer, Gerhard Niederbrucker, Gernot Salzer, Tanja Sisel:
Configuration Repair via Flow Networks. 321-330 - Martin Bonev, Lars Hvam:
Analyzing the Accuracy of Calculations When Scoping Product Configuration Projects. 331-342 - Yue Wang, Mitchell M. Tseng:
A Two-Step Hierarchical Product Configurator Design Methodology. 343-348 - Gerald Ninaus, Alexander Felfernig, Florian Reinfrank:
Anonymous Preference Elicitation for Requirements Prioritization. 349-356 - Charif Haydar, Azim Roussanaly, Anne Boyer:
Clustering Users to Explain Recommender Systems' Performance Fluctuation. 357-366 - Zhen Tang, Qingxian Wang, Shimin Cai:
Network-Based Inference Algorithm on Hadoop. 367-376 - Sheng Huang, Mingsheng Shang, Shimin Cai:
A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems. 377-386 - Hao Liu, Fei Yu, An Zeng, Linyuan Lü:
Recommendation of Leaders in Online Social Systems. 387-396 - Chun-Xiao Jia, Chuang Liu, Run-Ran Liu, Peng Wang:
Application of Recommendation System: An Empirical Study of the Mobile Reading Platform. 397-404 - Hao Liao, Giulio Cimini, Matús Medo:
Measuring Quality, Reputation and Trust in Online Communities. 405-414 - João Pedro Costa, Pedro Martins, José Cecílio, Pedro Furtado:
Providing Timely Results with an Elastic Parallel DW. 415-424 - Nafees Ur Rehman, Svetlana Mansmann, Andreas Weiler, Marc H. Scholl:
Discovering Dynamic Classification Hierarchies in OLAP Dimensions. 425-434 - Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn:
BIAccelerator - A Template-Based Approach for Rapid ETL Development. 435-444 - Bruno Oliveira, Orlando Belo:
BPMN Patterns for ETL Conceptual Modelling and Validation. 445-454 - Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions. 455-465
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