Inductive logic programming for structure-activity relationship studies on large scale data

Proceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005

Volumn 2005, Issue , 2005, Pages 332-335

  Nattee, Cholwich ^a   Sinthupinyo, Sukree ^a   Numao, Masayuki ^a   Okada, Takashi ^b  

^a OSAKA UNIVERSITY   (Japan)

^b KWANSEI GAKUIN UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL REACTIONS; DATA PROCESSING; DATA STRUCTURES; HEURISTIC ALGORITHMS; LEARNING SYSTEMS;

INDUCTIVE LOGIC PROGRAMMING (ILP); LARGE SCALE DATA; QUANTITATIVE INFORMATION;

LOGIC PROGRAMMING;

EID: 33947125603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. T. G. Dietterich, R. H. Lathrop, and T. Lozano-Perez. Solving the multiple instance problem with axis-parallel rectangles. Artificial Intelligence, 89(1-2):31-71, 1997.
2. O. Maron and T. Lozano-Pérez. A framework for multiple-instance learning. In M. I. Jordan, M. J. Kearns, and S. A. Solla, editors, Advances in Neural Information Processing Systems, volume 10. The MIT Press, 1998.
3. S. Muggleton and L. D. Raedt. Inductive logic programming: Theory and methods. Journal of Logic Programming, 19,20:629-679, 1994.
4. J. R. Quinlan. Learning logical definitions from relations. Machine Learning, 5(3):239-266, August 1990.
5. A. Srinivasan. The Aleph manual, 2001. http://web.comlab.ox.ac.uk/oucl/ research/areas/maehlearn/Aleph/.