| 2007 | Probability Based Metrics for Locally Weighted Naive Bayes. | Bin Wang, Harry Zhang |
| 2007 | Multi-state Directed Acyclic Graphs. | Michael Wachter, Rolf Haenni |
| 2007 | A Hybrid Approach to Improving Automatic Speech Recognition Via NLP. | Kimberly D. Voll |
| 2007 | Distributed Data Mining in a Ubiquitous Healthcare Framework. | Murlikrishna Viswanathan |
| 2007 | Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data. | Robert D. Vincent, Joelle Pineau, Philip de Guzman, Massimo Avoli |
| 2007 | Performance Measures in Classification of Human Communications. | Marina Sokolova, Guy Lapalme |
| 2007 | Efficient Algorithms for Video Association Mining. | Balasubramanian Sivaselvan, N. P. Gopalan |
| 2007 | Question Answering Summarization of Multiple Biomedical Documents. | Zhongmin Shi, Gabor Melli, Yang Wang, Yudong Liu, Baohua Gu, Mehdi M. Kashani, Anoop Sarkar, Fred Popowich |
| 2007 | On the Stability and Bias-Variance Analysis of Kernel Matrix Learning. | V. Vijaya Saradhi, Harish Karnick |
| 2007 | Problem-Solving Knowledge Mining from Users' Actions in an Intelligent Tutoring System. | Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger |
| 2007 | A Multi-site Subcellular Localizer for Fungal Proteins. | Michel Nathan |
| 2007 | Managing Conditional and Composite CSPs. | Malek Mouhoub, Amrudee Sukpan |
| 2007 | A Reorganization Strategy to Build Fault-Tolerant Multi-Agent Systems. | Sehl Mellouli |
| 2007 | Learning Network Topology from Simple Sensor Data. | Dimitri Marinakis, Philippe Gigure, Gregory Dudek |
| 2007 | Reinforcement Learning in Nonstationary Environment Navigation Tasks. | Terran Lane, Martin Ridens, Scott Stevens |
| 2007 | Creating a Fuzzy Believer to Model Human Newspaper Readers. | Ralf Krestel, Ren Witte, Sabine Bergler |
| 2007 | Selecting Genotyping Oligo Probes Via Logical Analysis of Data. | Kwangsoo Kim, Hong Seo Ryoo |
| 2007 | Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard. | Jindae Kim, Changsoo Ok, Soundar R. T. Kumara, Shang-Tae Yee |
| 2007 | Constructing a User Preference Ontology for Anti-spam Mail Systems. | Jongwan Kim, Dejing Dou, Haishan Liu, Donghwi Kwak |
| 2007 | On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition. | Sang-Woon Kim, Robert P. W. Duin |
| 2007 | Distributed Collaborative Filtering for Robust Recommendations Against Shilling Attacks. | Ae-Ttie Ji, Cheol Yeon, Heung-Nam Kim, GeunSik Jo |
| 2007 | A Clustering Algorithm Based on Adaptive Subcluster Merging. | Jiani Hu, Weihong Deng, Jun Guo |
| 2007 | Fast Most Similar Neighbor Classifier for Mixed Data. | Selene Hernndez-Rodrguez, Jos Francisco Martnez Trinidad, Jess Ariel Carrasco-Ochoa |
| 2007 | Reasoning About Operations on Sets. | Bernhard Heinemann |
| 2007 | Incremental Neighborhood Graphs Construction for Multidimensional Databases Indexing. | Hakim Hacid, Tetsuya Yoshida |