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Philip G. K. Reiser
Researcher at Aberystwyth University
Publications - 4
Citations - 685
Philip G. K. Reiser is an academic researcher from Aberystwyth University. The author has contributed to research in topics: Inductive logic programming & Robotics. The author has an hindex of 3, co-authored 4 publications receiving 606 citations.
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Functional genomic hypothesis generation and experimentation by a robot scientist
Ross D. King,Kenneth E. Whelan,Ffion M. Jones,Philip G. K. Reiser,Christopher H. Bryant,Stephen Muggleton,Douglas B. Kell,Stephen G. Oliver +7 more
TL;DR: A physically implemented robotic system that applies techniques from artificial intelligence to carry out cycles of scientific experimentation and shows that an intelligent experiment selection strategy is competitive with human performance and significantly outperforms, with a cost decrease of 3-fold and 100-fold, both cheapest and random-experiment selection.
Journal Article
Combining inductive logic programming, active learning and robotics to discover the function of genes
Christopher H. Bryant,Stephen Muggleton,Douglas B. Kell,Philip G. K. Reiser,Ross D. King,Stephen G. Oliver +5 more
TL;DR: ASE-Progol, an Active Learning system which uses Inductive Logic Programming to construct hypothesised first-order theories and uses a CART-like algorithm to select trials for eliminating ILP derived hypotheses is described.
Journal Article
Developing a logical model of yeast metabolism
Philip G. K. Reiser,Ross D. King,Douglas B. Kell,Stephen Muggleton,Christopher H. Bryant,Stephen G. Oliver +5 more
TL;DR: The first results of the Robot Scientist research programme that aims to automatically discover the function of genes in the metabolism of the yeast em Saccharomyces cerevisiae are presented, with the first logical model of metabolism being presented.