THIRD INTERNATIONAL WORKSHOP ON ACTIVE MINING (AM-2004)

in conjunction with

the Eighteenth Annual Conference of the Japanese Society for Artificial Intelligence (JSAI-2004)

June 1, 2004

Fuyo Room, 1st Floor,
Ishikawa Kousei Nenkin Kaikan
Kanazawa, Japan

Sponsored by:
Japanese Society for Artificial Intelligence
Active Mining Project (Grant-in-Aid for Scientific Research on Priority Areas, No.759)

Workshop URL: http://www.ai.sanken.osaka-u.ac.jp/am2004/

10:00-10:10
Opening

Session 1: Mining Medical Data
10:10-10:40
Spiral Discovery of a Separate Prediction Model from Chronic Hepatitis Data
Masatoshi Jumi, Einoshin Suzuki, Muneaki Ohshima, Ning Zhong, Hideto Yokoi, Katsuhiko Takabayashi
10:40-11:10
Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis
Miho Ohsaki, Shinya Kitaguchi, Kazuya Okamoto, Hideto Yokoi, Takahira Yamaguchi
11:10-11:40
Process to Discovering Iron Decrease as Chance to Use Interferon to Hepatitis B
Yukio Ohsawa, Hajime Fujie, Akio Saiura, Naoaki Okazaki, Naohiro Matsumura
11:40-12:10
Preliminary Analysis of Interferon Therapy by Graph-Based Induction
Tetsuya Yoshida, Warodom Geamsakul, Akira Mogi, Kouzou Ohara, Hiroshi Motoda,Takashi Washio, Hideto Yokoi, Katsuhiko Takabayashi
12:10-13:00
Lunch

Session 2:  Mining and Information Gathering
13:00-13:30
A Novel Hybrid Approach for Interestingness Analysis of Classification Rules
Tolga Aydin and Halil Altay Guvenir
13:30-14:00
Preliminary Evaluations of Discovered Rule Filtering Methods
Yasuhiko Kitamura, Akira Iida, and Keunsik Park
14:00-14:30
Proposal of Relevance Feedback based on Interactive Keyword Map
Yasufumi Takama and Tomoki Kajinami
14:30-14:50
Coffee break

Session 3: Mining Chemical Compound Structure
14:50-15:20
A Correlation-Based Approach to Attribute Selection in Chemical Graph Mining
Takashi Okada
15:20-15:50
Combining Partial Rules and Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules
Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul
15:50-16:20
Identification of Activity Classes of Drugs under Existing Noise Compounds by ANN and SVM
Yoshimasa Takahashi, Satoshi Fujishima, Katsumi Nishikoori, Hiroaki Kato, Takashi Okada
16:20-16:50
Mining of Three-Dimensional Structural Fragments in Drug Molecules
Hiroaki Kato, Takashi Koshika, Yoshimasa Takahashi, and Hidetsugu Abe
16:50-17:00
Closing