| 2007 | Pursuing the Best ECOC Dimension for Multiclass Problems. | Edgar Pimenta, Joo Gama, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2007 | Teaching Artificial Intelligence across the Computer Science Curriculum Using Sudoku as a Problem Domain. | Jeffrey O. Pfaffmann, William J. Collins |
| 2007 | Random Subsets Support Learning a Mixture of Heuristics. | Smiljana Petrovic, Susan L. Epstein |
| 2007 | Annotation of Children's Oral Narrations: Modeling Emergent Narrative Skills for Computational Applications. | Rebecca J. Passonneau, Adam Goodkind, Elena T. Levy |
| 2007 | Adapting Psychologically Grounded Facial Emotional Expressions to Different Anthropomorphic Embodiment Platforms. | Marco Paleari, Amandine Grizard, Christine L. Lisetti |
| 2007 | An Argumentation Based Approach to Multi-Agent Learning. | Santiago Ontan, Enric Plaza |
| 2007 | Extending Community Ontology Using Automatically Generated Suggestions. | Vt Novcek, Maciej Dabrowski, Sebastian Ryszard Kruk, Siegfried Handschuh |
| 2007 | A Proposal of Hybrid Knowledge Engineering and Refinement Approach. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | Business Rules Design and Refinement Using the XTT Approach. | Grzegorz J. Nalepa |
| 2007 | Probabilistic Task Content Modeling for Episodic Textual Narratives. | Eni Mustafaraj, Martin Hoof, Bernd Freisleben |
| 2007 | Clustering and Approximate Identification of Frequent Item Sets. | Selim Mimaroglu, Dan A. Simovici |
| 2007 | Robotran: A Programming Environment for Novices Using LEGO Mindstorms Robots. | R. Mark Meyer, Debra T. Burhans |
| 2007 | Annotation in Computer Assisted Reading and Analysis of Texts. | Jean Guy Meunier |
| 2007 | Towards Handling General Purpose Topics for a Conversational Character. | Manish Mehta, Andrea Corradini |
| 2007 | IIS: A Marriage of Computational Linguistics, Psychology, and Educational Technologies. | Danielle S. McNamara |
| 2007 | Exploiting MindStorms NXT: Mapping and Localization Projects for the AI Course. | Myles F. McNally, Frank Klassner, Christopher Continanza |
| 2007 | Explaining Task Processing in Cognitive Assistants that Learn. | Deborah L. McGuinness, Alyssa Glass, Michael Wolverton, Paulo Pinheiro da Silva |
| 2007 | TICK: A Content Management System Framework for Semantic Web Research and Instruction. | Robert W. McGrail, S. Rebecca Thomas |
| 2007 | Case-Based Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2007 | Assessing Entailer with a Corpus of Natural Language from an Intelligent Tutoring System. | Philip M. McCarthy, Vasile Rus, Scott A. Crossley, Sarah C. Bigham, Arthur C. Graesser, Danielle S. McNamara |
| 2007 | Playing with Cases: Tempo Transformations of Jazz Performances Using Case-Based Reasoning. | Ramn Lpez de Mntaras, Maarten Grachten, Josep Llus Arcos |
| 2007 | System Diagnosability Analysis Using p-slop MAP. | Tsai-Ching Lu, K. Wojtek Przytula |
| 2007 | Disjunctive Bottom Set and Its Computation. | Wenjin Lu, Ross King |
| 2007 | Combining Machine Learning with Linguistic Heuristics for Chinese Word Segmentation. | Xiaofei Lu |
| 2007 | Naive Bayes and Decision Trees for Function Tagging. | Mihai C. Lintean, Vasile Rus |