Hiroaki WATANABE

Research Associate at the Imperial College, University of London.

Email: hw3::doc.ic.ac.uk (change :: to at)
Room: 407

Current Research Interests

- Machine Learning
- Inductive and Abductive Probabilistic Logic Programming
- Information Extraction
- Convergence of Qualitative and Quantitative Predictions
- System Biology

Publications

- Journal Paper

> First-Order Stochastic Action Language, Hiroaki Watanabe and Stephen Muggleton, Electronic Transactions in Artificial Intelligence, 7, 2002.

- Refereed Conference

> A. Arvanitis, S.H. Muggleton, J. Chen, and H. Watanabe. Abduction with stochastic logic programs based on a possible worlds semantics. In Short Paper Proceedings of the 16th International Conference on Inductive Logic Programming. University of Corunna, 2006.

> Stephen Muggleton H. Watanabe, K. Inoue. Complexity analysis of abductive action theory. In Short Paper Proceedings of the 16th International Conference on Inductive Logic Programming. University of Corunna, 2006.

> Learning Stochastic Logical Automaton. Hiroaki Watanabe and Stephen Muggleton, "New Frontiers in Artificial Intelligence: LNAI: Proc. of the 19th Annual Conferences of JSAI, Springer-Verlag, 2005.
> Induction of Enzyme Classes from Biological Databases, S. Muggleton, A. Tamaddoni-Nezhad, and Hiroaki Watanabe, 13th International Conference on Inductive Logic Programming, 2003.
> Towards Learning A First-Order Action Language, Hiroaki Watanabe and Stephen Muggleton, Work-in-Progress Session, 12th International Conference on Inductive Logic Programming, 2002.

- Refereed Workshop

> Towards Belief Propagation in Shared Logic Program, Hiroaki Watanabe and Stephen Muggleton, BN2003, Kyoto, 2003.

- Technical Report

> A Stochastic Action Language, Hiroaki Watanabe and Stephen Muggleton, Imperial College Dep. of Computing Technical Reports, 2002.

- Master Thesis

> Average Case Complexity Analysis of Neural Networks (For Keio Univ. in 1996)

DPhil Research

- The Convergence of Logic and Probability - A Machine Learning Point of View.

Competitive Software Development Grant

- IPA Exploratory IT Human Resources Project (The MITOH Program), 2008.
  Project Title: HypoWeb - Machine Learning based Hypothetical Web Space Generator
  [Slide (in Japanese)] [Overview(in Japanese)]

Professional Activities

- Local Organiser: The 21st Int. Conf. on Inductive Logic Programming (2011)
- PC Member: LLLL06, LLLL07

Last Update: 30th May 2011