The 2008-2011 JSPS Grant-in-Aid for Scientific Research (A)

Inference-based Hypothesis-finding and
its Application to Systems Biology

The 7th Meeting

Date

September 12-13, 2011

Venue

Meeting Room 103 on the 1st floor, Matsumoto Hotel Kagetsu
4-8-9 Oote Matsumoto Nagano 390-0874, Japan
(Local Information)

Participants

Katsumi Inoue National Institute of Informatics, Japan
Taisuke Sato Tokyo Institute of Technology, Japan
Yoshitaka Kameya Tokyo Institute of Technology, Japan
Chiaki Sakama Wakayama University, Japan
Koji Iwanuma University of Yamanashi, Japan
Hidetomo Nabeshima University of Yamanashi, Japan
Yoshitaka Yamamoto University of Yamanashi, Japan
Gauvain Bourgne National Institute of Informatics, Japan
Lena Wiese National Institute of Informatics, Japan
Masahiro Yamaguchi Tokyo Institute of Technology, Japan
Nam Dang National Institute of Informatics, Japan
Maheen Bakhtyar Asian Institute of Technology, Thailand
Takehide Soh The Graduate University for Advanced Studies, Japan

Programme

12th (Monday)

Session 1: Induction
10:30 - 11:10 DNA Hypotheses for Explanatory Induction
Katsumi Inoue [slide]
11:10 - 11:50 Comparison of Upward and Downward Generalization in CF-induction
Yoshitaka Yamamoto*, Katsumi Inoue and Koji Iwanuma, [slide]
Session 2: Abduction
13:30 - 14:10 Dishonest Reasoning by Abduction
Chiaki Sakama [slide]
14:10 - 14:50 Confidentiality-Preserving Data Publishing by Extended Abduction
Lena Wiese* and Katsumi Inoue [slide]
Session 3: Query Answering
15:10 - 15:50 Query Generalization and Semantic Filtering of Unrelated Answers in Cooperative Query Answering
Maheen Bakhtyar*, Lena Wiese and Katsumi Inoue [slide]
15:50 - 16:30 Cooperative Query Answering with SOLAR: Syntax-based Relaxation
Nam Dang*, Lena Wiese and Katsumi Inoue [slide]
Session 4: Systems Biology
16:40 - 17:20 Predicting Gene Knockout Effects by Minimal Pathway Enumeration
Takehide Soh* and Katsumi Inoue [slide]
17:20 - 18:00 Automated Problem Decomposition for Efficient Reasoning in Metabolic Pathways
Gauvain Bourgne* and Katsumi Inoue [slide]
Special Session
18:00 - 18:30 A General MCMC Method for Logic-based Probabilistic Modeling
Taisuke Sato [slide]

13th (Tuesday)

Session 5: Discretization and Probabilistic Reasoning
9:00 - 9:40 Towards Efficient Top-K mining of F-scored Emerging Patterns
Yoshitaka Kameya [slide]
9:40 - 10:20 Probabilistic Inference based on Slice Sampling in Symbolic-probabilistic Models (in Japanese)
Masahiro Yamaguchi* and Taisuke Sato [slide]
10:30 - 12:00 Discussion

Contact

Yoshitaka Yamamoto


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