Stephen Muggleton: Difference between revisions
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'''Stephen Muggleton''' (born December 6, 1959) is Head of the Computational [[Bioinformatics]] Laboratory at [[Imperial College London]].<ref name="MugglesICSTAFF">{{cite web|title=Professor Stephen H. Muggleton |url=http://www.doc.ic.ac.uk/~shm/|work=Academic staff list|publisher=Imperial College|accessdate=8 August 2010}}</ref> He received his BSc in Computer Science (1982) and PhD in [[Artificial Intelligence]] (1986) where he was supervised by [[Donald Michie]] from the [[University of Edinburgh]]. He went on to work as a post-doctoral researcher at the [[Turing Institute]] in Glasgow (1987–1991) and later an [[EPSRC]] Advanced Research Fellow at [[Oxford University Computing Laboratory]] (1992–1997). |
'''Stephen Muggleton''' (born December 6, 1959) is Head of the Computational [[Bioinformatics]] Laboratory at [[Imperial College London]].<ref name="MugglesICSTAFF">{{cite web|title=Professor Stephen H. Muggleton |url=http://www.doc.ic.ac.uk/~shm/|work=Academic staff list|publisher=Imperial College|accessdate=8 August 2010}}</ref> He received his BSc in Computer Science (1982) and PhD in [[Artificial Intelligence]] (1986) where he was supervised by [[Donald Michie]] from the [[University of Edinburgh]]. He went on to work as a post-doctoral researcher at the [[Turing Institute]] in Glasgow (1987–1991) and later an [[EPSRC]] Advanced Research Fellow at [[Oxford University Computing Laboratory]] (1992–1997). |
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From 1997–2001 he held the Chair of Machine Learning at the [[University of York]] and from 2001–2006 the [[EPSRC]] Chair of Computational Bioinformatics at Imperial College in London. Since 2007 he holds the Royal Academy of Engineering Research Chair<ref name="ROYALMUG">{{cite web|title=Prof Stephen Muggleton|url=http://www.rigb.org/contentControl?action=displayContent&id=00000001594|publisher=The Royal Institution of Great Britain|accessdate=8 August 2010}}</ref> as well as the post of Director of Modelling for the Imperial College Centre for Integrated Systems Biology.<ref name="ROYALMUG"/> He is known for founding the field of [[Inductive Logic Programming]].<ref name="MugglesILP">{{cite book|last=Muggleton|first=Stephen|title=An initial experiment into stereochemistry-based drug design using Inductive Logic Programming|year=1996|publisher=Springer-Verlag|isbn=3-540-63494-0|pages=15|url=http://books.google.co.uk/books?id=ASmQ9zutfJEC&printsec=frontcover&dq=Stephen+Muggleton+Inductive+Logic+Programming&source=bl&ots=BW4S1Xs6ck&sig=e2cjq0HTbsOFyac53wDiaowfCFs&hl=en&ei=WBReTLObG5L80wTHseXABw&sa=X&oi=book_result&ct=result&resnum=1&ved=0CB0Q6AEwAA#v=onepage&q&f=false|coauthors=Page, D. Srinivasan, A.|editor=Stephen Muggleton|accessdate=8 August 2010|page=25|language=English|format=Paper|chapter=2|month=August}}</ref> In this field he has made contributions to theory introducing predicate invention, inverse entailment and stochastic logic programs. He has also played a role in systems development where he was instrumental in the systems Duce, Golem and [[PROGOL|Progol]]<ref>{{cite web|title=Golem|url=http://www-ai.ijs.si/~ilpnet2/systems/golem.html|publisher=AI Japanese Institute for Science|accessdate=8 August 2010}}</ref><ref name="MLA">{{cite book|title=Machine learning: a multistrategy approach|year=1994|publisher=Morgan Kaufmann|isbn=0-934613-09-5|pages=780|url=http://books.google.co.uk/books?id=sQJ1PMEOOY0C&pg=PA259&lpg=PA259&dq=Muggleton+and+Feng+1992&source=bl&ots=4GWDLDbh4J&sig=guEOmNsO5CirGC_83YHzU3f_TVs&hl=en&ei=VBpeTLK7H4v40wSBxqnFBw&sa=X&oi=book_result&ct=result&resnum=1&ved=0CBgQ6AEwAA#v=onepage&q=Muggleton%20and%20Feng%201992&f=false|coauthors=Michalski, R. Tecuci, G.|accessdate=8 August 2010|language=English|format=Book}}</ref> and applications — especially biological prediction tasks. |
From 1997–2001 he held the Chair of Machine Learning at the [[University of York]] and from 2001–2006 the [[EPSRC]] Chair of Computational Bioinformatics at Imperial College in London. Since 2007 he holds the Royal Academy of Engineering Research Chair<ref name="ROYALMUG">{{cite web|title=Prof Stephen Muggleton|url=http://www.rigb.org/contentControl?action=displayContent&id=00000001594|publisher=The Royal Institution of Great Britain|accessdate=8 August 2010}}</ref> as well as the post of Director of Modelling for the Imperial College Centre for Integrated Systems Biology.<ref name="ROYALMUG"/> He is known for founding the field of [[Inductive Logic Programming]].<ref name="MugglesILP">{{cite book|last=Muggleton|first=Stephen|title=An initial experiment into stereochemistry-based drug design using Inductive Logic Programming|year=1996|publisher=Springer-Verlag|isbn=3-540-63494-0|pages=15|url=http://books.google.co.uk/books?id=ASmQ9zutfJEC&printsec=frontcover&dq=Stephen+Muggleton+Inductive+Logic+Programming&source=bl&ots=BW4S1Xs6ck&sig=e2cjq0HTbsOFyac53wDiaowfCFs&hl=en&ei=WBReTLObG5L80wTHseXABw&sa=X&oi=book_result&ct=result&resnum=1&ved=0CB0Q6AEwAA#v=onepage&q&f=false|coauthors=Page, D. Srinivasan, A.|editor=Stephen Muggleton|accessdate=8 August 2010|page=25|language=English|format=Paper|chapter=2|month=August}}</ref> In this field he has made contributions to theory introducing predicate invention, inverse entailment and stochastic logic programs. He has also played a role in systems development where he was instrumental in the systems Duce, Golem and [[PROGOL|Progol]]<ref>{{cite web|title=Golem|url=http://www-ai.ijs.si/~ilpnet2/systems/golem.html|publisher=AI Japanese Institute for Science|accessdate=8 August 2010}}</ref><ref name="MLA">{{cite book|title=Machine learning: a multistrategy approach|year=1994|publisher=Morgan Kaufmann|isbn=0-934613-09-5|pages=780|url=http://books.google.co.uk/books?id=sQJ1PMEOOY0C&pg=PA259&lpg=PA259&dq=Muggleton+and+Feng+1992&source=bl&ots=4GWDLDbh4J&sig=guEOmNsO5CirGC_83YHzU3f_TVs&hl=en&ei=VBpeTLK7H4v40wSBxqnFBw&sa=X&oi=book_result&ct=result&resnum=1&ved=0CBgQ6AEwAA#v=onepage&q=Muggleton%20and%20Feng%201992&f=false|coauthors=Michalski, R. Tecuci, G.|accessdate=8 August 2010|language=English|format=Book}}</ref> and applications — especially biological prediction tasks. |
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He and [[Stephen Emmott]] are currently (as of 2007) working on an “artificial scientist” that would be capable of combining inductive logic |
He and [[Stephen Emmott]] are currently (as of 2007) working on an “artificial scientist” that would be capable of combining inductive logic with probabilistic reasoning.<ref name="TEcon">{{cite web|title=What computing can teach biology, and vice versa|url=http://www.economist.com/science/PrinterFriendly.cfm?story_id=9468793|publisher=The Economist|accessdate=8 August 2010|format=Subscription magazine|date=12|month=July|year=2007}}</ref> |
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==References== |
==References== |
Revision as of 21:11, 12 April 2011
Stephen Muggleton (born December 6, 1959) is Head of the Computational Bioinformatics Laboratory at Imperial College London.[1] He received his BSc in Computer Science (1982) and PhD in Artificial Intelligence (1986) where he was supervised by Donald Michie from the University of Edinburgh. He went on to work as a post-doctoral researcher at the Turing Institute in Glasgow (1987–1991) and later an EPSRC Advanced Research Fellow at Oxford University Computing Laboratory (1992–1997).
From 1997–2001 he held the Chair of Machine Learning at the University of York and from 2001–2006 the EPSRC Chair of Computational Bioinformatics at Imperial College in London. Since 2007 he holds the Royal Academy of Engineering Research Chair[2] as well as the post of Director of Modelling for the Imperial College Centre for Integrated Systems Biology.[2] He is known for founding the field of Inductive Logic Programming.[3] In this field he has made contributions to theory introducing predicate invention, inverse entailment and stochastic logic programs. He has also played a role in systems development where he was instrumental in the systems Duce, Golem and Progol[4][5] and applications — especially biological prediction tasks.
He and Stephen Emmott are currently (as of 2007) working on an “artificial scientist” that would be capable of combining inductive logic with probabilistic reasoning.[6]
References
- ^ "Professor Stephen H. Muggleton". Academic staff list. Imperial College. Retrieved 8 August 2010.
- ^ a b "Prof Stephen Muggleton". The Royal Institution of Great Britain. Retrieved 8 August 2010.
- ^ Muggleton, Stephen (1996). "2". In Stephen Muggleton (ed.). An initial experiment into stereochemistry-based drug design using Inductive Logic Programming (Paper). Springer-Verlag. p. 25. ISBN 3-540-63494-0. Retrieved 8 August 2010.
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- ^ Machine learning: a multistrategy approach (Book). Morgan Kaufmann. 1994. p. 780. ISBN 0-934613-09-5. Retrieved 8 August 2010.
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