Dr James Hammerton
Research Engineer, VisualDNALondon, United Kingdom
Research field: Computer and Information Science - Artificial Intelligence
machine learning, neural networks, natural language processing, data mining, clustering, deduplication
Publications
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Book Section (2)
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J. A. HAMMERTON (2004) CONNECTIONIST MODELS OF SPEECH SEGMENTATION AND THE UTTERANCE BOUNDARY STRATEGY: A COMPARISON OF THE SOM, SRN AND N-GRAMS, 273-282. In Connectionist Models of Cognition, Perception and Emotion - Proceedings of the Eighth Neural Computation and Psychology Workshop.
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J A Hammerton, B L Kalman (2000) Holistic Symbol Processing and the Sequential RAAM: An Evaluation, 298--312. In Lecture Notes in Artificial Intelligence 1778: Hybrid Neural Systems.
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Conference Proceedings (5)
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J Hammerton (2003) Learning to Segment Speech with Self-Organising Maps, 51-64. In Computational Linguistics in the Netherlands 2002 47 (Computational Linguistics in the Netherlands 2002).
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James Hammerton (2003) Named entity recognition with long short-term memory, 172–175. In Proceedings of CoNLL.Download PDF (46.53 KB)
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J Hammerton (2003) Shallow Parsing with Long Short-Term Memory. In Proceedings of the 7th Joint Conference on Information Sciences.
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J. Hammerton (2001) Clause identification with long short-term memory, 61--63. In Proceedings of the 2001 workshop on Computational Natural Language Learning-Volume 7.
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James A. Hammerton (1997) Functional Compositionality and a new view of Knowledge Representation, 10-13. In In Irish Machine Vision and Image Processing Conference (IMVIP-97) and Eighth Ireland Conference on Artificial Intelligence (AI-97), University of Ulster.Download PDF (162.95 KB)
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Generic (2)
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James Hammerton (2012) ArXiv deduplication dataset.Download ZIP (25.7 MB)
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Journal Article (2)
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Kris Jack, James Hammerton, Dan Harvey et al. (2010) Mendeley's Reply to the DataTEL Challenge, 1-3. In Procedia Computer Science 1 (2).Download PDF (13.42 KB)
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J Hammerton, M Osborne, S Armstrong et al. (2002) Special Issue on Shallow Parsing. In Journal of Machine Learning Research 2 (3).
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Biographical Information
James Hammerton obtained a PhD in Computer Science from the University of Birmingham in 1998, and has since worked both in academia and in industry doing research in machine learning, neural networks and natural language processing.
On the datamining team at Mendeley (Sept 2009-Jan 2012) he designed and built the deduplication system that sits behind Mendeley's catalogue and also worked on an early version of the related items finder. In his spare time, James has been known to write music, write blogs and get involved in political campaigns, alongside the odd beer or five.
On the datamining team at Mendeley (Sept 2009-Jan 2012) he designed and built the deduplication system that sits behind Mendeley's catalogue and also worked on an early version of the related items finder. In his spare time, James has been known to write music, write blogs and get involved in political campaigns, alongside the odd beer or five.
CV
Professional Experience
2012 - Present
Sep 2009 - Jan 2012
Feb 2004 - Apr 2009
Software developer/AI specialist at Sword Ciboodle (formerly Graham Technology)
Glasgow, United Kingdom
Glasgow, United Kingdom
Jan 2002 - Dec 2003
Postdoctoral Fellow at Alfa-Informatica, The University of Groningen
Groningen, Netherlands
Classes taught:
Tutorials in Machine Learning
Tutorials in Inferential Statistics
Groningen, Netherlands
Classes taught:
Tutorials in Machine Learning
Tutorials in Inferential Statistics
Jan 1999 - Dec 2001
Postdoctoral Fellow at Department of Computer Science, University College Dublin
Dublin, Ireland
Dublin, Ireland
Education
Oct 1994 - Dec 1998
The University of Birmingham
in Birmingham, United Kingdom
PhD Computer Science
PhD Computer Science
Oct 1990 - Jul 1994
The University of Edinburgh
in Edinburgh, United Kingdom
BSc (Hons) Artificial Intelligence and Computer Science
BSc (Hons) Artificial Intelligence and Computer Science
Contact Information
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