Volume 64, Numbers 1-3, September 2006
Special ILP Mega-Issue:
ILP-2003 and ILP-2004; ILP-2003 Guest Editors:
Tamás Horváth and Akihiro Yamamoto; ILP-2004 Guest Editors:
Rui Camacho, Ross King and Ashwin Srinivasan
- Tamás Horváth, Akihiro Yamamoto:
Foreword.
3-4
- Asmir Tobudic, Gerhard Widmer:
Relational IBL in classical music.
5-24
- Simon Colton, Stephen Muggleton:
Mathematical applications of inductive logic programming.
25-64
- Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King:
Quantitative pharmacophore models with inductive logic programming.
65-90
- Kurt Driessens, Jan Ramon, Thomas Gärtner:
Graph kernels and Gaussian processes for relational reinforcement learning.
91-119
- Marta Arias, Roni Khardon:
Complexity parameters for first order classes.
121-144
- Rui Camacho, Ross D. King, Ashwin Srinivasan:
Guest editorial.
145-147
- Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski:
First order random forests: Learning relational classifiers with complex aggregates.
149-182
- Filip Zelezný, Ashwin Srinivasan, C. David Page Jr.:
Randomised restarted search in ILP.
183-208
- Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen Muggleton:
Application of abductive ILP to learning metabolic network inhibition from temporal data.
209-230
- Mark Goadrich, Louis Oliphant, Jude W. Shavlik:
Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves.
231-261
- Tolga Könik, John E. Laird:
Learning goal hierarchies from structured observations and expert annotations.
263-287
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