Dr Adam Prugel-Bennett: Publications

2011

Barnard, T. and Prügel-Bennett, A. (2011) Experiments in Bayesian Recommendation. In: Proceedings of the 7th Atlantic Web Intelligence Conference, AWIC 2011, Fribourg, Switzerland, January 26-28, 2011, Springer. ISBN 978-3-642-18028-6

Barnard, T. and Prugel-Bennett, A. (2011) Privacy-Preserving Profiling. In: DMIN2011, July 18-21 2011, Las Vegas, Nevada, USA.

Ghazanfar, M. and Prugel-Bennett, A. (2011) "Fulfilling the Needs of Gray-Sheep Users in Recommender Systems, A Clustering Solution". In: 2011 International Conference on Information Systems and Computational Intelligence, 18-20, January, Harbin,China.

Ghazanfar, M., Prugel-Bennett, A. and Szedmak, S. (2011) Kernel Mapping Recommender System algorithms. Information Sciences . (Submitted)

Ghazanfar, M., Szedmak, S. and Prugel-Bennett, A. (2011) Incremental Kernel Mapping Algorithms for
Scalable Recommender Systems. In: IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Special Session on Recommender Systems in e-Commerce (RSEC), 7-9 Nov 2011, USA.

Prugel-Bennett, A. and Tayarani Najaran, M. (2011) Maximum Satisfiability: Anatomy of the Fitness
Landscape for a Hard Combinatorial Optimisation
Problem. IEEE Transactions on Evolutionary Computation, 15 .

2010

Ghazanfar, M. and Prugel-Bennett, A. (2010) Building Switching Hybrid Recommender
System Using Machine Learning Classifiers and
Collaborative Filtering. IAENG International Journal of Computer Science, 37 (3).

Ghazanfar, M. and Prugel-Bennett, A. (2010) An Improved Switching Hybrid Recommender
System Using Naive Bayes Classifier and
Collaborative Filtering. In: The 2010 IAENG International Conference on Data Mining and Applications, 17-19 March, 2010, Hong Kong.

Ghazanfar, M. and Prugel-Bennett, A. (2010) Novel Heuristics for Coalition Structure Generation in Multi-Agent Systems. In: The 2010 International Conference of Computational Intelligence and Intelligent Systems, 30 June - 2 July, 2010 , London, UK.

Ghazanfar, M. and Prugel-Bennett, A. (2010) Novel Significance Weighting Schemes for Collaborative Filtering:
Generating Improved Recommendations in Sparse Environments. In: DMIN'10, the 2010 International Conference on Data Mining!, July 2010, USA.

Ghazanfar, M. and Prugel-Bennett, A. (2010) A Scalable, Accurate Hybrid Recommender System. In: The 3rd International Conference on Knowledge Discovery and Data Mining (WKDD 2010), 9-10 Jan 2010, Thailand.

Pakka, V., Prugel-Bennett, A. and Dasmahapatra, S. (2010) Correlated fluctuations carry signatures of gene regulatory network dynamics. Journal of Theoretical Biology, 266 . pp. 343-357.

Prugel-Bennett, A. (2010) Benefits of a Population: Five Mechanisms That Advantage Population-Based Algorithms. Evolutionary Computation, IEEE Transactions on, 14 (4). pp. 500-517.

Qasem, M. and Prugel-Bennett, A. (2010) Learning the large-scale structure of the max-sat landscape using populations. IEEE Transactions on Evolutionary Computations, 14 (4). pp. 518-529.

Tayarani Najaran, M. and Prugel-Bennett, A. (2010) A Novel Magnetic Update Operator for Quantum Evolutionary Algorithms. In: Advanced in Soft Computing, Springer-Verlag Berlin Heidelberg 2009.

2009

Pakka, V., Prugel-Bennett, A. and Dasmahapatra, S. (2009) CORRELATED FLUCTUATIONS PROBE DYNAMICS OF TRANSCRIPTIONAL
REGULATION. In: Sixth International Workshop on Computational Systems Biology, WCSB 2009, June 10-12, 2009, Aarhus, Denmark. (In Press)

Qasem, M. and Prugel-Bennett, A. (2009) Improving Performance in Combinatorial Optimisation Using Averaging and Clustering. In: EvoCOP'09, 2009.

2008

Qasem, M. and Prugel-Bennett, A. (2008) Complexity of Max-SAT using stochastic algorithms. In: Proceedings of the 10th annual conference on Genetic and evolutionary computation, 2008, Atlanta, Georgia, USA.

Whiteford, N., Haslam, N., Weber, G., Prugel-Bennett, A., Essex, J. W. and Neylon, C. (2008) Visualising the repeat structure of genomic sequences. Complex Systems, 17 (4). pp. 381-398.

2006

He, M., Jennings, N. R. and Prugel-Bennett, A. (2006) A Heuristic Bidding Strategy for Buying Multiple Goods in Multiple English Auctions. ACM Trans on Internet Technology, 6 (4). pp. 465-496.

Lawrence, K. F., Jewell, M. O., schraefel, m. c. and Prugel-Bennett, A. (2006) Annotation of Heterogenous Media Using OntoMedia. In: First International Workshop on Semantic Web Annotations for Multimedia (SWAMM), Monday 22 May 2006, Edinburgh, Scotland.

Rogers, A., Prügel-Bennett, A. and Jennings, N. R. (2006) Phase Transitions and Symmetry Breaking in Genetic Algorithms with Crossover. Theoretical Computer Science, 358 (1). pp. 121-141.

Weber, G., Haslam, N., Whiteford, N., Prügel-Bennett, A., Essex, J. and Neylon, C. (2006) Thermal equivalence of DNA duplexes without calculation of melting temperature. Nature Physics, 2 . pp. 55-59.

Won, K. J., Prügel-Bennett, A. and Krogh, A. (2006) Evolving the Structure of Hidden Markov Models. IEEE Transactions on Evolutionary Computation, 10 (1). pp. 39-49.

Zhou, Z., Damper, R. I. and Prugel-Bennett, A. (2006) Model selection within a Bayesian approach to extraction of walker motion. In: IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06), New York, NY. pp. 44-51.

Zhou, Z., Prugel-Bennett, A. and Damper, R. I. (2006) A Bayesian framework for extracting human gait using strong prior knowledge. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28 (11). pp. 1738-1752.

2005

Whiteford, N., Haslam, N., Weber, G., Prügel-Bennett, A., Essex, J. W., Roach, P. L., Bradley, M. and Neylon, C. (2005) An analysis of the feasibility of short read sequencing. Nucleic Acids Research, 33 (19). e171.

Glass, C. A. and Prügel-Bennett, A. (2005) A Polynomially Searchable Exponential Neighbourhood for Graph Colouring. Journal of the Operational Research Society, 56 (3). pp. 324-330.

Jewell, M. O., Lawrence, K. F., Tuffield, M. M., Prugel-Bennett, A., Millard, D. E., Nixon, M. S., schraefel, m. c. and Shadbolt, N. R. (2005) OntoMedia: An Ontology for the Representation of
Heterogeneous Media. In: Multimedia Information Retrieval Workshop (MMIR 2005) SIGIR, 08/05, Brazil.

Jewell, M. O., Middleton, L., Nixon, M. S., Prügel-Bennett, A. and Wong, S. C. (2005) A Distributed Approach to Musical Composition. In: 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES), September 14-16, Melbourne, Australia. pp. 642-648.

Jewell, M. O., Nixon, M. S. and Prugel-Bennett, A. (2005) State-Based Sequencing: Directing The Evolution of Music. In: International Computer Music Conference, September 5-9, 2005, Barcelona. (In Press)

Lawrence, K. F., Tuffield, M. M., Jewell, M. O., Prugel-Bennett, A., Millard, D. E., Nixon, M. S., schraefel, m. c. and Shadbolt, N. R. (2005) OntoMedia - Creating an Ontology for Marking Up the Contents of Heterogeneous Media. In: Ontology Patterns for the Semantic Web ISWC-05 Workshop, Nov 05, Galway, Ireland. (In Press)

Won, K. J., Hamelryck, T., Prugel-Bennett, A. and Krogh, A. (2005) Evolving Hidden Markov Models for Protein Secondary Structure Prediction. In: IEEE Congress on Evolutionary Computation, September 2-5, Edinburgh. pp. 33-40.

2004

Carmo, B. S., Ng, Y. H. P., Prügel-Bennett, A. and Yang, G. Z. (2004) A Data Clustering and Streamline Reduction Method for 3D MR Flow Vector Field Simplification. Lecture Notes in Computer Science, 3216 . pp. 451-458.

He, M., Jennings, N. R. and Prugel-Bennett, A. (2004) An adaptive bidding agent for multiple English auctions: a neuro-fuzzy approach. In: IEEE Conference on Fuzzy Systems, Budapest, Hungary. pp. 1519-1524.

Prügel-Bennett, A. (2004) Symmetry Breaking in Population-Based Optimization. IEEE Transactions on Evolutionary Computation, 8 (1). pp. 63-79.

Prügel-Bennett, A. (2004) When A Genetic Algorithm Outperforms Hill-Climbing. Theoretical Computer Science, 320 (1). pp. 135-153.

Won, K. J., Prugel-Bennett, A. and Krogh, A. (2004) Training HMM Structure with Genetic Algorithm for Biological Sequence Analysis. Bioinformatics, 20 . pp. 3613-3619.

Won, K. J., Prugel-Bennett, A. and Krogh, A. (2004) The Block Hidden Markov Model for Biological Sequence Analysis. Lecture Notes in Artificial Intelligence, Knowledge-Based Intelligent Information and Engineering Systems: 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004, 3213 . pp. 64-70. ISSN 0302-9743

2003

Foster, J. P., Nixon, M. S. and Prugel-Bennett, A. (2003) Automatic gait recognition using area-based metrics. Pattern Recognition Letters, 24 . pp. 2489-2497.

Glass, C. A. and Prügel-Bennett, A. (2003) Genetic Algorithm for Graph Colouring: Exploration of Galinier and Hao's algorithm. Journal of Combinatorial Optimization, 7 . pp. 229-236.

Jewell, M. O., Nixon, M. and Prugel-Bennett, A. (2003) CBS: A Concept-Based Sequencer for Soundtrack Composition. In: 3rd International Conference on Web Delivering of Music, September 2003, Leeds. pp. 105-108.

Ng, Y. H. P., Carmo, B. S., Prugel-Bennett, A. and Yang, G. Z. (2003) A First-Order Lagrangian-based variational approach for 3D flow vector field restoration. In: CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, June 25-28, 2003, London. pp. 1185-1190.

2002

Foster, J., Nixon, M. S. and Prugel-Bennett, A. (2002) Gait Recognition by Moment Based Descriptors. In: 4th International Conference on Recent Advances in Soft Computing, November 2002, Nottingham UK. pp. 78-84.

2001

Foster, J. P., Nixon, M. S. and Prugel-Bennett, A. (2001) New Area Based Measures for Gait Recognition. In: Audio- and Video-Based Biometric Person Authentication. pp. 312-7.

Foster, J. P., Nixon, M. S. and Prudel-Bennett, A. (2001) New Area Based Metrics for Automatic Gait Recognition. In: British Machine Vision Conference, 2001. pp. 233-242.

Foster, J. P., Nixon, M. S. and Prugel-Bennett, A. P. (2001) Recognising Movement and Gait by Masking Functions. In: Audio-Visual Biometric Person Authentication, 2001, Halmstadt, Sweden.

Foster, J. P., Prugel-Bennett, A. and Nixon, M. S. (2001) New Area Measures for Automatic Gait Recognition. In: BMVA Workshop Understanding Visual Behaviour.

Prügel-Bennett, A. (2001) The Mixing Rate of Different Crossover Operators. In: Foundations of Genetic Algorithms 6. pp. 261-274.

Prügel-Bennett, A. (2001) Authored Appendix to Cumulant Dynamics of a Population under Multiplicative Selection, Mutation, and Drift by M. Rattray and J. L. Shapiro. Theoretical Population Biology, 60 (1). pp. 28-32.

Prügel-Bennett, A. and Rogers, A. (2001) Modelling GA Dynamics. In: Theoretical Aspects of Evolutionary Computing, Natural Computing pp. 59-86, Springer. ISBN 3-540-67396-2

Prügel-Bennett, A. (2001) Modelling Crossover-Induced Linkage in Genetic Algorithms. IEEE Transcations on Evolutionary Computation, 5 (4). pp. 376-387.

Rogers, A. and Prügel-Bennett, A. (2001) A Solvable Model Of A Hard Optimisation Problem. In: Theoretical Aspects of Evolutionary Computing, Natural Computing pp. 207-221, Springer. ISBN 3-54067396-2

2000

Prügel-Bennett, A. (2000) Finite Population Effects for Ranking and Tournament Selection. Complex Systems, 12 (2). pp. 183-205.

Rogers, A. and Prügel-Bennett, A. (2000) The Dynamics of a Genetic Algorithm on a Model Hard Optimization Problem. Complex Systems, 11 (6). pp. 437-64.

Rogers, A. and Prügel-Bennett, A. (2000) Evolving Populations with Overlapping Generations. Theoretical Population Biology, 57 (2). pp. 121-29.

1999

Prügel-Bennett, A. (1999) On the Long String Limit. In: Foundations of Genetic Algorithms 5. pp. 45-56.

Rogers, A. and Prügel-Bennett, A. (1999) Genetic Drift in Genetic Algorithm Selection Schemes. IEEE Transactions on Evolutionary Computation, 3 (4). pp. 298-303.

Rogers, A. and Prügel-Bennett, A. (1999) Modelling the Dynamics of a Steady State Genetic Algorithm. In: Foundations of Genetic Algorithms 5, pp. 57-68, Springer. ISBN 1-55860-559-2

1997

Prügel-Bennett, A. (1997) Modelling Evolving Populations. Journal of Theoretical Biology, 185 . pp. 81-95.

Prügel-Bennett, A. and Shapiro, J. L. (1997) An analysis of genetic algorithms using statistical mechanics. Physica D, 104 . pp. 75-114.

Shapiro, J. L. and Prügel-Bennett, A. (1997) Genetic algorithm dynamics in two-well potentials with basins and barrier. In: Foundations of Genetic Algorithms - 4. pp. 101-116.

1996

Hertz, J. and Prügel-Bennett, A. (1996) Learning short synfire chains by self-organization. Network: Computatioon in Neural Systems, 7 (2). pp. 357-363.

Hertz, J. and Prügel-Bennett, A. (1996) Learning synfire chains: Turning noise into signal. International Journal of Neural Systems, 7 (4). pp. 445-451.