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