| 2012 | Subspace Regularized Linear Discriminant Analysis for Small Sample Size Problems. | Zhidong Wang, Wuyi Yang |
| 2012 | Model Combination for Support Vector Regression via Regularization Path. | Mei Wang, Shizhong Liao |
| 2012 | Automatic Keyword Extraction from Single-Sentence Natural Language Queries. | David X. Wang, Xiaoying Gao, Peter Andreae |
| 2012 | Extraction of Semantic Relation Based on Feature Vector from Wikipedia. | Duc-Thuan Vo, Cheol-Young Ock |
| 2012 | Explaining Subgroups through Ontologies. | Anze Vavpetic, Vid Podpecan, Stijn Meganck, Nada Lavrac |
| 2012 | Mining Frequent Itemsets with Dualistic Constraints. | Anh N. Tran, Hai V. Duong, Tin C. Truong, Bac Le |
| 2012 | Hierarchical Workflow Management in Wireless Sensor Network. | Endong Tong, Wenjia Niu, Gang Li, Hui Tang, Ding Tang, Song Ci |
| 2012 | A New Algorithm for Multilevel Optimization Problems Using Evolutionary Strategy, Inspired by Natural Adaptation. | Surafel Luleseged Tilahun, Semu Mitiku Kassa, Hong Choon Ong |
| 2012 | An Evolutionary Multi-objective Optimization Approach to Computer Go Controller Synthesis. | Kar Bin Tan, Jason Teo, Chin Kim On, Patricia Anthony |
| 2012 | Hamming Selection Pruned Sets (HSPS) for Efficient Multi-label Video Classification. | Tiong Yew Tang, Saadat M. Alhashmi, Mohamed Hisham Jaward |
| 2012 | A Feature Space Alignment Learning Algorithm. | Chao Tan, Jihong Guan |
| 2012 | Building Detection with Loosely-Coupled Hybrid Feature Descriptors. | Sieow Yeek Tan, Chin-Wei Bong, Dickson Lukose |
| 2012 | Implementation of Automatic Nutrient Calculation System for Cooking Recipes Based on Text Analysis. | Jun Takahashi, Tsuguya Ueda, Chika Nishikawa, Takayuki Ito, Akihiko Nagai |
| 2012 | Towards Optimal Cooperative Path Planning in Hard Setups through Satisfiability Solving. | Pavel Surynek |
| 2012 | Managing the Complexity of Large-Scale Agent-Based Social Diffusion Models with Different Network Topologies. | Alexei Sharpanskykh |
| 2012 | Opinion Target Extraction for Short Comments. | Lin Shang, Haipeng Wang, Xinyu Dai, Mengjie Zhang |
| 2012 | Processing Incomplete Temporal Information in Controlled Natural Language. | Rolf Schwitter |
| 2012 | Intelligent Ethical Wealth Planner: A Multi-agent Approach. | Phang Wai San, Tan Li Im, Patricia Anthony |
| 2012 | Fuzzified Game Tree Search - Precision vs Speed. | Dmitrijs Rutko |
| 2012 | Preference Reasoning and Aggregation: Between AI and Social Choice. | Francesca Rossi |
| 2012 | A Semantics Driven User Interface for Virtual Saarlouis. | Deborah Richards, Stefan Warwas |
| 2012 | Improving Top-N Recommendations with User Consuming Profiles. | Yongli Ren, Gang Li, Wanlei Zhou |
| 2012 | Probabilistic Reasoning in DL-Lite. | Raghav Ramachandran, Guilin Qi, Kewen Wang, Junhu Wang, John Thornton |
| 2012 | Scalable Text Classification with Sparse Generative Modeling. | Antti Puurula |
| 2012 | Generic Multi-Document Summarization Using Topic-Oriented Information. | Yulong Pei, Wenpeng Yin, Lian'en Huang |