Member

Lecturer at University College Cork

Steve works on optimisation: making decisions so that things work better. This can involve many technologies: constraint/integer/dynamic/stochastic/robust/bilevel programming, Boolean satisfiability, evolution and neuroevolution, reinforcement learning, and anything else that works (often hybrid methods). Steve also works on aspects of machine learning and data analytics: feature selection, feature learning, deep learning and clustering. He also works on combining optimisation and machine learning to solve large-scale problems from industry.

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Steven Prestwich
Lecturer at University College Cork
Data Analytics, Artificial Intelligence, Predictive Modelling, Decision Analytics

The University of Manchester, Steve Prestwich has lectured in the Computer Science department since1997 and is a member of the Cork Constraint Computation Centre. From1996-7 he was a Senior Software Research Engineer at the Advanced Technology Centre, Nortel PLC, Harlow Laboratories, England. From 198996 he was he took an MSc and PhD in Computer Science at the University of Manchester, UK. From 1981-04 he was a Software Engineer at Ferranti Computer Systems PLC, Manchester, UK. From 1979-81 he took a BA (Hons) Mathematics at St. Peter's College, University of Oxford, UK.

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Conference Name: European Conference on Stochastic Optimization ECSO 2017 ,

Authors

Steven Prestwich, Armagan Tarim, Roberto Rossi

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2017Location: Italy,

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Conference Name: Scalable Uncertainty Management 2017 - 11th International Conference ,

Authors

Steven Prestwich, Federico Toffano, Nic Wilson

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: Lecture Notes in Computer Science 10564, Springer 2017, Date: 2017Location: Spain,

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Conference Name: 11th Multi Conference on Computer Science and Information Systems (MCCSIS) ,

Authors

David Browne, Carlo Manna, Steven Prestwich

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: IADIS International Conference Big Data Analytics, Data Mining and Computational Intelligence 2017 (part of MCCSIS 2017) , Date: 2017Location: Portugal,

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Conference Name: 2nd Global Conference on Artificial Intelligence (GCAI 2016) ,

Authors

Steven Prestwich, Armagan Tarim, Roberto Rossi

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2016Location: Germany,

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Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS) 2016 ,

Authors

David Browne, Carlo Manna, Steven Prestwich

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: to be appear, Date: 2016Location: Ireland,

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Conference Name: CP 2016 - Workshop on Constraint Modelling and Reformulation ,

Authors

Steven Prestwich, Armagan Tarim, Roberto Rossi

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: The Proceedings of the 22nd International Conference on Principles and Practices of Constraint Programming, Date: 2016Location: France,

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Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases ,

Authors

Andrea Visentin, Steven Prestwich, S. Armagan Tarim

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2016Location: Italy,

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Conference Name: Learning and Intelligent Optimization Conference (LION) ,

Authors

Laura Climent, Barry O'Sullivan, Steven Prestwich

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: Proceedings on Learning and Intelligent Optimization Conference (LION), Date: 2016Location: Italy,

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Conference Name: 14th International Symposium on Artificial Intelligence and Mathematics ,

Authors

Steven Prestwich, Armagan Tarim, Ibrahim Ozkan

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2016Location: United States of America,

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Journal: Artificial Intelligence,

Authors

Roberto Rossi, Brahim Hnich, Armagan Tarim, Steven Prestwich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2015

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Conference Name: International Conference on Principles and Practice of Constraint Programming ,

Authors

Steven Prestwich, Roberto Rossi, Armagan Tarim

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2015Location: Ireland,

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Conference Name: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2015 ,

Authors

Steven Prestwich, Ade Fajemisin, Laura Climent, Barry O'Sullivan

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Date: 2015Location: Portugal,

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Conference Name: ICTAI 2014, IEEE International Conference on Tools with Artificial Intelligence ,

Authors

Carlo Manna, Steven Prestwich

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: ,-,, Date: 2014Location: Cyprus,

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Journal: Constraints,

Authors

Steven Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Journal: International Journal of Forecasting,

Authors

Steven Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Journal: European Journal of Operational Research,

Authors

Roberto Rossi, Steven Prestwich, Armagan Tarim, Brahim Hnich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Journal: International Journal of Production Research,

Authors

Steven Prestwich, Roberto Rossi, Armagan Tarim, Brahim Hnich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Conference Name: 21st European Conference on Artificial Intelligence ,

Authors

Roberto Rossi, Steven Prestwich, Armagan Tarim

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: in press, Date: 2014Location: Czech Republic,

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Conference Name: 21st European Conference on Artificial Intelligence ,

Authors

Steven Prestwich, Marco Laumanns, Ban Kawas

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: in press, Date: 2014Location: Czech Republic,

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Journal: Artificial Intelligence ,

Authors

David Allouche, Jessica Davies, Simon de Givry, George Katsirelos, Thomas Schiex, Isabelle Andre, Sophie Barbe, Seydou Traore, Steven Prestwich, Barry O'Sullivan

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Journal: Applied Mathematics and Computation,

Authors

Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven Prestwich

Publication Details

Conference Name:

Type:

Refereed Original Article

Date: 2014

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Conference Name: 19th International Conference on Principles and Practice of Constraint Programming ,

Authors

Steven Prestwich, Marco Laumanns, Ban Kawas

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: Lecture Notes in Computer Science, Springer, Date: 2013Location: Sweden,

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Conference Name: CP 2013 ,

Authors

Simon De Givry, Steven Prestwich, Barry O'Sullivan

Publication Details

Type:

Refereed Conf./Meeting Proceeding

Proceedings: The 19th International Conference on Principles and Practice of Constraint Programming, Date: 2013Location: Sweden,

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