| 2007 | A Consequence Finding Approach for Full Clausal Abduction. Oliver Ray, Katsumi Inoue |
| 2007 | A Hilbert Space Embedding for Distributions. Alexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf |
| 2007 | A Partially Dynamic Clustering Algorithm for Data Insertion and Removal. Haytham Elghazel, Hamamache Kheddouci, Véronique Deslandres, Alain Dussauchoy |
| 2007 | A Theoretical Study on Variable Ordering of Zero-Suppressed BDDs for Representing Frequent Itemsets. Shin-ichi Minato |
| 2007 | A Theory of Similarity Functions for Learning and Clustering. Avrim Blum |
| 2007 | Active Contours as Knowledge Discovery Methods. Arkadiusz Tomczyk, Piotr S. Szczepaniak, Michal Pryczek |
| 2007 | An Attempt to Rebuild C. Bernard's Scientific Steps. Jean-Gabriel Ganascia, Bassel Habib |
| 2007 | An Efficient Polynomial Delay Algorithm for Pseudo Frequent Itemset Mining. Takeaki Uno, Hiroki Arimura |
| 2007 | An Intentional Kernel Function for RNA Classification. Hiroshi Sankoh, Koichiro Doi, Akihiro Yamamoto |
| 2007 | Challenge for Info-plosion. Masaru Kitsuregawa |
| 2007 | Detecting Concept Drift Using Statistical Testing. Kyosuke Nishida, Koichiro Yamauchi |
| 2007 | Discovering Implicit Feedbacks from Search Engine Log Files. Ashok Veilumuthu, Parthasarathy Ramachandran |
| 2007 | Discovering Mentorship Information from Author Collaboration Networks. V. Suresh, Narayanan Raghupathy, B. Shekar, C. E. Veni Madhavan |
| 2007 | Discovery Science, 10th International Conference, DS 2007, Sendai, Japan, October 1-4, 2007, Proceedings Vincent Corruble, Masayuki Takeda, Einoshin Suzuki |
| 2007 | Efficient Incremental Mining of Top-K Frequent Closed Itemsets. Andrea Pietracaprina, Fabio Vandin |
| 2007 | Fast NML Computation for Naive Bayes Models. Tommi Mononen, Petri Myllymäki |
| 2007 | Iterative Reordering of Rules for Building Ensembles Without Relearning. Paulo J. Azevedo, Alípio Mário Jorge |
| 2007 | Learning Locally Weighted C4.4 for Class Probability Estimation. Liangxiao Jiang, Harry Zhang, Dianhong Wang, Zhihua Cai |
| 2007 | Literature-Based Discovery by an Enhanced Information Retrieval Model. Kazuhiro Seki, Javed Mostafa |
| 2007 | Machine Learning in Ecosystem Informatics. Thomas G. Dietterich |
| 2007 | Mining Subtrees with Frequent Occurrence of Similar Subtrees. Hisashi Tosaka, Atsuyoshi Nakamura, Mineichi Kudo |
| 2007 | Model Selection and Estimation Via Subjective User Preferences. Jaakko Hollmén |
| 2007 | On Approximating Minimum Infrequent and Maximum Frequent Sets. Mario Boley |
| 2007 | Pharmacophore Knowledge Refinement Method in the Chemical Structure Space. Satoshi Fujishima, Yoshimasa Takahashi, Takashi Okada |
| 2007 | Positivism Against Constructivism: A Network Game to Learn Epistemology. Hélène Hagège, Christopher Dartnell, Jean Sallantin |
| 2007 | Reducing Trials by Thinning-Out in Skill Discovery. Hayato Kobayashi, Kohei Hatano, Akira Ishino, Ayumi Shinohara |
| 2007 | Semantic Annotation of Data Tables Using a Domain Ontology. Gaëlle Hignette, Patrice Buche, Juliette Dibie-Barthélemy, Ollivier Haemmerlé |
| 2007 | Semantic Based Real-Time Clustering for PubMed Literatures. Ruey-Ling Yeh, Ching Liu, Ben-Chang Shia, I-Jen Chiang, Wen-Wen Yang, Ginni Hsiang-Chun Tsai |
| 2007 | Simple Algorithmic Principles of Discovery, Subjective Beauty, Selective Attention, Curiosity & Creativity. Jürgen Schmidhuber |
| 2007 | Time and Space Efficient Discovery of Maximal Geometric Graphs. Hiroki Arimura, Takeaki Uno, Shinichi Shimozono |
| 2007 | Towards Future Technology Projection: A Method for Extracting Capability Phrases from Documents. Risa Nishiyama, Hironori Takeuchi, Hideo Watanabe |
| 2007 | Unsupervised Spam Detection Based on String Alienness Measures. Kazuyuki Narisawa, Hideo Bannai, Kohei Hatano, Masayuki Takeda |
| 2007 | User Preference Modeling from Positive Contents for Personalized Recommendation. Heung-Nam Kim, Inay Ha, Jin-Guk Jung, GeunSik Jo |