Victoria Hodge - Publications ...

Books

Victoria J. Hodge, [Hodge_OutlierBook].
Outlier and Anomaly Detection:
A Survey of Outlier and Anomaly Detection Methods,
Lambert Academic Publishing: ISBN 978-3-8465-4822-6, 2011.

Victoria J. Hodge, [Hodge_IRBook].
Integrating Information Retrieval with Artificial Neural Networks:
Implementing a Modular Information Retrieval System using Artificial Neural Networks,
Lambert Academic Publishing: ISBN 978-3-8433-7966-3, 2010.

Journal Articles, Book Chapters, Conference Proceedings, Technical Reports, Thesis.

Unfortunately copyright restrictions prevent me from making some of my publications available on-line. However, reprints are available from me on request.   Contact ...

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013

Victoria J. Hodge & Jim Austin [HA_SAGE13].
A Survey of Outlier Detection Methodologies.
In S. Babones (Ed.), Fundamentals of Regression Modeling, SAGE Publications, 2013. (Original work published 2004).
Publisher's website.

Michael Weeks, Mark Jessop, Martyn Fletcher, Victoria Hodge, Tom Jackson & Jim Austin [PhilTrans_2013].
The CARMEN software as a service infrastructure.
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 371(1983), 2013.
Article from the Royal Society.

Victoria J. Hodge, Tom Jackson & Jim Austin [HJA_NCTA12].
A Binary Neural Network Framework for Attribute Selection and Prediction.
In, Proceedings of the 4th International Conference on Neural Computation Theory and Applications (NCTA 2012), (pp. 510-515), Barcelona, Spain, October 5-7, 2012: SciTePress.
download pdf (.pdf).

Victoria Hodge, Aaron Turner, Martyn Fletcher, Mark Jessop, Michael Weeks, Tom Jackson & Jim Austin [HTetal_DR12].
Enhancing YouShare: the online collaboration research environment for sharing data and services.
Presented at, Digital Research 2012, Oxford, UK, September 10-12, 2012.
download pdf (.pdf).

Richard Mounce, Garry Hollier, Mike Smith, Victoria J. Hodge, Tom Jackson & Jim Austin [TRC_2012].
A metric for pattern-matching applications to traffic management.
Transportation Research Part C: Emerging Technologies, Elsevier, Available online 12 June 2012.
download final submitted pdf (.pdf).

Victoria J. Hodge & Jim Austin [HA_TR2012].
Discretisation of Data in a Binary Neural k-Nearest Neighbour Algorithm.
Technical Report YCS-2012-473, Department of Computer Science, University of York, UK, June 2012.
download pdf (.pdf).

Victoria J. Hodge, Tom Jackson & Jim Austin [HJA_FIATS].
Intelligent Decision Support using Pattern Matching.
In, Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management (FIATS-M 2011), Sofia, Bulgaria, Oct 2011. ISBN:978-989-8425-87-4.
download pdf (.pdf).

Garry Hollier, Mike Smith, Victoria J. Hodge & Jim Austin [HSHA_ITS2011].
Cumulatives and Errors in Pattern Matching for Intelligent Transport Systems.
In, Proceedings of 2nd International Conference on Models and Technologies for Intelligent Transportation Systems, Leuven, Belgium, 22nd-24th, June 2011.

Mike Smith, Richard Mounce, Garry Hollier, Victoria J. Hodge & Jim Austin [SMHHA_ITS2011].
Splitting Rate Modelling for Intelligent Transport Systems.
In, Proceedings of 2nd International Conference on Models and Technologies for Intelligent Transportation Systems, Leuven, Belgium, 22nd-24th, June 2011.

Victoria J. Hodge, Rajesh Krishnan, Tom Jackson, Jim Austin & John Polak [HKetal_UTSG11].
Short-Term Traffic Prediction Using a Binary Neural Network.
Presented at, 43rd Annual UTSG Conference, Open University, Milton Keynes, UK, January 5-7, 2011.
download pdf (.pdf).

Rajesh Krishnan, Victoria J. Hodge, Jim Austin, John Polak, Tom Jackson, Mike Smith & Tzu-Chang Lee [KHetal_ITS10].
Intelligent Decision Support for Traffic Management.
In, Proceedings of 17th ITS World Congress: (CD-ROM), Busan: Korea, October 25-29, 2010.
download pdf (.pdf).

Jim Austin, Grant Brewer, Tom Jackson & Victoria J. Hodge [ABJH_CM10].
AURA-Alert: The use of binary associative memories for condition monitoring applications.
In, Proceedings of 7th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies: (CM 2010 and MFPT 2010), Stratford-upon-Avon, England, 22-24 June, 2010. ISBN: 978-1-61839-013-4, Vol. 1: pp. 699-711.
download pdf (.pdf).

Victoria J. Hodge, Rajesh Krishnan, Jim Austin & John Polak [HKAP_TT10].
A computationally efficient method for online identification of traffic incidents and network equipment failures.
Presented at, Transport Science and Technology Congress: TRANSTEC 2010, Delhi, April 4-7, 2010.
download pdf (.pdf).

Rajesh Krishnan, Victoria J. Hodge, Jim Austin, John Polak & Tzu-Chang Lee [KHAPL_TRB10].
On Identifying Spatial Traffic Patterns using Advanced Pattern Matching Techniques.
In, Proceedings of Transportation Research Board (TRB) 89th Annual Meeting, Washington, D.C., January 10-14, 2010.
(DVD-ROM: 2010 TRB 89th Annual Meeting: Compendium of Papers).

Rajesh Krishnan, Victoria J. Hodge, Jim Austin & John Polak [KHAP_UTSG10].
A Computationally Efficient Method for Online Identification of Traffic Control Intervention Measures.
Presented at, 42nd Annual UTSG Conference, Centre for Sustainable Transport, University of Plymouth, UK: January 5-7, 2010.
download pdf (.pdf).

Victoria J. Hodge, Mike Smith & Jim Austin [HSA_EWGT09].
Data, Intelligent Decision Support and Pattern Matching.
In, Proceedings of the XIII Meeting of the Euro Working Group on Transportation (EWGT'2009), Advances in Transportation Systems Analysis, Padua, Italy: Sept 23-25, 2009, Padova University Press, Padua, Italy, ISBN 978-88-97385-20-2.

Victoria J. Hodge, Tom Jackson & Jim Austin [HJA_ITS09].
Optimising Activation of Bus Pre-signals.
In, Models and Technologies for Intelligent Transportation Systems. Proceedings of the International Conference, Rome, June 22-23, 2009. (G. Fusco, Ed.), Aracne Editrice, ISBN 978-88-548-3025-7, pp. 344-353.
download pdf (.pdf).

Victoria J. Hodge, Mike Smith & Jim Austin [HSA_ITS09].
Intelligent Car Park Routeing for Road Traffic.
In, Models and Technologies for Intelligent Transportation Systems. Proceedings of the International Conference, Rome, June 22-23, 2009. (G. Fusco, Ed.), Aracne Editrice, ISBN 978-88-548-3025-7, pp. 326-333.
download pdf (.pdf).

Victoria J. Hodge, Simon O'Keefe & Jim Austin [HOA_NC09].
A Binary Neural Shape Matcher using Johnson Counters and Chain Codes.
NeuroComputing, 72(2009): pp. 693-703, Elsevier Science, 2009.
Full Text Article from Elsevier Science Journals – NeuroComputing (pdf).

Victoria J. Hodge, Garry Hollier, Jim Austin & John Eakins [HHAE_SPPRA08].
Identifying Perceptual Structures In Trademark Images.
In, Proceedings Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications ~SPPRA 2008, Innsbruck, Austria, February 13 - 15, 2008.
download pdf (.pdf).

Victoria J. Hodge, John Eakins & Jim Austin [HEA_CIVR07].
Inducing a Perceptual Relevance Shape Classifier.
In, Proceedings of ACM CIVR 2007: The 6th International Conference on Image and Video Retrieval, University of Amsterdam, Amsterdam, The Netherlands, July 9-11 2007.
download pdf (.pdf)

R. van Leuken, F. Demirci, V.J. Hodge, J. Austin & R.C. Veltkamp [LDHAV_CIVR07].
Layout Indexing of Trademark Images.
In, Proceedings of ACM CIVR 2007: The 6th International Conference on Image and Video Retrieval, University of Amsterdam, Amsterdam, The Netherlands, July 9-11 2007.
download pdf (.pdf).

Victoria J. Hodge, Simon O'Keefe & Jim Austin [HOA_BICS06].
A Binary Neural Shape Matcher using Johnson Counters and Chain Codes.
In, Brain Inspired Cognitive Systems 2006 (BICS 2006), Island of Lesvos, Greece. October 10-14, 2006.
download pdf (.pdf).

Victoria J. Hodge, Simon O'Keefe & Jim Austin [HOA_NC06].
A Binary Neural Decision Table Classifier.
NeuroComputing, 69(16-18): pp. 1850-1859, October 2006.
(Selected papers from the 1st International Conference on Brain Inspired Cognitive Systems).
Full Text Article from Elsevier Science Journals – NeuroComputing (pdf).

Victoria J. Hodge, Garry Hollier, John Eakins & Jim Austin [HHEA_CIVR06].
Eliciting Perceptual Ground Truth for Image Segmentation.
In, Proceedings of Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006.
H. Sundaram, M.R. Naphade, J.R. Smith, Y. Rui (Eds.), Lecture Notes in Computer Science 4071, pp. 320-329, Springer, ISBN 3-540-36018-2.
download pdf (.pdf).

Victoria J. Hodge, John Eakins & Jim Austin [HEA_TR06].
Eliciting Perceptual Ground Truth for Image Segmentation.
Technical Report YCS 401(2006), Department of Computer Science, University of York, UK.
download pdf (.pdf).

Victoria J. Hodge & Jim Austin [HA_KAIS05].
A Binary Neural k-Nearest Neighbour Technique.
Knowledge and Information Systems, 8(3): pp. 276-292, Springer-Verlag London Ltd, 2005.
download final submitted version (.pdf).

Victoria J. Hodge & Jim Austin [HA_AIRE04].
A Survey of Outlier Detection Methodologies.
Artificial Intelligence Review, 22: pp. 85-126, Kluwer Academic Publishers, 2004.
download final submitted version (.pdf).

Victoria J. Hodge, Simon O'Keefe & Jim Austin [HOA_BICS04].
A Binary Neural Decision Table Classifier.
In, Proceedings Brain Inspired Cognitive Systems 2004 (BICS 2004), University of Stirling, Scotland, UK. August 29 to September 1, 2004. ISBN: 1-85769-199-7.
download pdf (.pdf).

Victoria J. Hodge, Ken Lees & Jim Austin [HLA_NN04].
A High Performance k-NN Approach Using Binary Neural Networks.
Neural Networks, 17(3): pp. 441-458, Elsevier Science, 2004.
download final submitted version (pdf (.pdf)).

Victoria J. Hodge & Jim Austin [HA_TKDE03].
A Comparison of Standard Spell Checking Algorithms and a Binary Neural Approach.
IEEE Transactions on Knowledge and Data Engineering, 15(5): pp. 1073-1081, IEEE Computer Society, Sept/Oct 2003.
Full Text Article from White Rose Research Online.

Michael Weeks, Vicky Hodge, Simon O'Keefe, Jim Austin & Ken Lees [WHOAL_IWANN03].
Improved AURA k-Nearest Neighbour Approach.
In, Proceedings of IWANN-2003, International Work-conference on Artificial and Natural Neural Networks, Mahon, Menorca, Balearic Islands, Spain, June 3-6, 2003.
Lecture Notes in Computer Science (LNCS) 2687, Springer Verlag, Berlin.
download pdf (.pdf).

Victoria J. Hodge & Jim Austin [HA_PR02].
A Comparison of a Novel Spell Checker and Standard Spell Checking Algorithms.
Pattern Recognition, 35(11): pp. 2571-2580, Elsevier Science, 2002.
Full Text Article from Elsevier Science Journals – Pattern Recognition (pdf).

Victoria J. Hodge & Jim Austin [HA_NC02].
Hierarchical Word Clustering: automatic thesaurus generation.
NeuroComputing, 48(1-4): pp. 819-846, Elsevier Science, 2002.
Full Text Article from White Rose Research Online (pdf).

M. Weeks, Victoria J. Hodge & Jim Austin [WHA_HPDC02].
Scalability of a Distributed Neural Information Retrieval System.
Presented at, HPDC-2002, 11th IEEE International Symposium on High Performance Distributed Computing. Edinburgh, Scotland, July 24–26, 2002.
download zipped abstract (.zip).

M. Weeks, Victoria J. Hodge & Jim Austin [WHA_PDP02].
A Hardware Accelerated Novel IR System.
In, Proceedings of the 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing (PDP-2002), Las Palmas de Gran Canaria, Canary Islands, January 9th–11th, 2002. IEEE Computer Society, Los Alamitos, CA.
download pdf (.pdf).

Victoria J. Hodge, [Hodge_THESIS].
Integrating Information Retrieval & Neural Networks.
PhD Thesis, Department of Computer Science, University of York, Heslington, YORK, YO10 5DD United Kingdom, 2001.
download postscript (.ps)
download pdf (.pdf)

Victoria J. Hodge & Jim Austin [HA_TR01].
An Evaluation of Phonetic Spell Checkers.
Technical Report YCS 338(2001), Department of Computer Science, University of York, UK.
download pdf (.pdf).

Victoria J. Hodge & Jim Austin [HA_ICANN01].
A Novel Binary Spell Checker.
In, Proceedings of the International Conference on Artificial Neural Networks (ICANN'2001), Vienna, Austria, 25-29 August, 2001.
Dorffner, Bischof & Hornik (Eds), Lecture Notes in Computer Science (LNCS) 2130, Springer Verlag, Berlin.
download pdf (.pdf).

Victoria J. Hodge & Jim Austin [HA_ESANN01].
An Integrated Neural IR System.
In, Proceedings of the 9th European Symposium on Artificial Neural Networks (ESANN'2001), Bruges (Belgium), 25-27 April 2001, pp. 265-270, M.Verleysen (Ed.), D-Facto public., ISBN 2-930307-01-3.
download pdf (.pdf)

Victoria J. Hodge & Jim Austin [HA_NN01].
An Evaluation of Standard Retrieval Algorithms and a Binary Neural Approach.
Neural Networks, 14(3): pp. 287-303, Elsevier Science, 2001.
Full Text Article from Elsevier Science - Neural Networks (pdf).

Victoria J. Hodge & Jim Austin [HA_TKDE01].
Hierarchical Growing Cell Structures: TreeGCS.
IEEE Transactions on Knowledge and Data Engineering, Special Issue on Connectionist Models for Learning in Structured Domains, 13(2): pp. 207-218, IEEE Computer Society, 2001.
Full Text Article from White Rose Research Online

Victoria J. Hodge & Jim Austin [HA_KES00].
Hierarchical Growing Cell Structures: TreeGCS.
In, Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems (KES'2000), Brighton, UK, August 30th to September 1st, 2000.
download zipped PDF (.zip).

Victoria J. Hodge & Jim Austin [HA_IJCNN00].
An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach.
In, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'2000), Italy, 24-27 July, 2000.
download zipped postscript (.zip).

Victoria J. Hodge & Jim Austin [HA_AAAI99].
Computation with Neural Systems - Papers from the 1999 AAAI Workshop.
Technical Report WS-99-04, 56 pp., AAAI Press, Ca, ISBN 1-57735-088-x.