Computing Science and Mathematics - Division

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Outputs related to Computing Science and Mathematics - Division

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Conference Paper (published)

Vehicle routing and adaptive iterated local search within the HyFlex hyper-heuristic framework

Walker J, Ochoa G, Gendreau M & Burke E (2012) Vehicle routing and adaptive iterated local search within the HyFlex hyper-heuristic framework. In: Hamadi Y & Schoenauer M (eds.) Learning and Intelligent Optimization 6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers. Lecture Notes in Computer Science, Vol. 7219. 6th International Conference, LION 6,, Paris, France, 16.01.2012-20.01.2012. Amsterdam: Springer, pp. 265-276. http://link.springer.com/chapter/10.1007/978-3-642-34413-8_19#; https://doi.org/10.1007/978-3-642-34413-8_19

Conference Paper (published)

HyFlex: A benchmark framework for cross-domain heuristic search

Ochoa G, Hyde M, Curtois T, Vazquez-Rodriguez JA, Walker J, Gendreau M, Kendall G, McCollum B, Parkes AJ, Petrovic S & Burke E (2012) HyFlex: A benchmark framework for cross-domain heuristic search. In: Hao J & Middendorf M (eds.) Evolutionary Computation in Combinatorial Optimization 12th European Conference, EvoCOP 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science, Vol. 7245. 12th European Conference, EvoCOP 2012, Málaga, Spain, 11.04.2012-12.04.2012. Amsterdam: Springer, pp. 136-147. http://link.springer.com/chapter/10.1007/978-3-642-29124-1_12

Conference Paper (published)

A greedy gradient-simulated annealing hyper-heuristic for a curriculum-based course timetabling problem

Kalender M, Kheiri A, Ozcan E & Burke E (2012) A greedy gradient-simulated annealing hyper-heuristic for a curriculum-based course timetabling problem. In: De Wilde P, Coghill G & Kononova A (eds.) 2012 12th UK Workshop on Computational Intelligence, UKCI 2012. 2012 12th UK Workshop on Computational Intelligence (UKCI), Edinburgh, 05.09.2012-07.09.2012. Red Hook, NY: IEEE. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6335754; https://doi.org/10.1109/UKCI.2012.6335754

Book Chapter

Applications of distribution estimation using Markov Network Modelling (DEUM)

McCall J, Brownlee A & Shakya S (2012) Applications of distribution estimation using Markov Network Modelling (DEUM). In: Shakya S & Santana R (eds.) Markov Networks in Evolutionary Computation. Adaptation, Learning, and Optimization, 14. Berlin Heidelberg: Springer, pp. 193-207. http://link.springer.com/chapter/10.1007%2F978-3-642-28900-2_12

Book Chapter

DEUM - Distribution estimation using Markov networks

Shakya S, McCall J, Brownlee A & Owusu G (2012) DEUM - Distribution estimation using Markov networks. In: Shakya S & Santana R (eds.) Markov Networks in Evolutionary Computation. Adaptation, Learning, and Optimization, 14. Berlin Heidelberg: Springer, pp. 55-71. http://link.springer.com/chapter/10.1007/978-3-642-28900-2_4#

Conference Paper (published)

Influence of selection on structure learning in markov network EDAs: An empirical study

Brownlee A, McCall J & Pelikan M (2012) Influence of selection on structure learning in markov network EDAs: An empirical study. In: Soule T & Moore J (eds.) GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation. GECCO '12: 14th annual conference on Genetic and evolutionary computation, Philadelphia, USA, 07.07.2012-11.07.2012. New York, NY: ACM, pp. 249-256. http://dl.acm.org/citation.cfm?id=2330200

Book Chapter

The Markov network fitness model

Brownlee A, McCall J & Shakya SK (2012) The Markov network fitness model. In: Shakya S & Santana R (eds.) Markov Networks in Evolutionary Computation. Adaptation, Learning, and Optimization, 14. Berlin Heidelberg: Springer, pp. 125-140. http://link.springer.com/chapter/10.1007/978-3-642-28900-2_8#; https://doi.org/10.1007/978-3-642-28900-2_8

Conference Paper (published)

Variable Convergence in Evolutionary Optimization and its Relationship to Sensitivity Analysis

Wright JA, Wang M, Brownlee A & Buswell R (2012) Variable Convergence in Evolutionary Optimization and its Relationship to Sensitivity Analysis. In: Wright J & Cook M (eds.) Proceedings of the 2012 Building Simulation and Optimization Conference. First Building Simulation and Optimization Conference, Loughborough, 10.09.2012-11.09.2012. Loughborough: Loughborough University, pp. 102-109. http://www.bso12.org/-proceedings/papers/2A2.pdf

Conference Paper (published)

Solution Analysis in Multi-Objective Optimization

Brownlee A & Wright JA (2012) Solution Analysis in Multi-Objective Optimization. In: Wright J & Cook M (eds.) Proceedings of the 2012 Building Simulation and Optimization Conference. First Building Simulation and Optimization Conference, Loughborough, 10.09.2012-11.09.2012. Loughborough: Loughborough University, pp. 317-324. http://www.bso12.org/-proceedings/papers/5A3.pdf

Book Chapter

Goals and Policies for Home Care

Turner KJ, Campbell GA & Wang F (2012) Goals and Policies for Home Care. In: Kenneth JT (ed.) Advances in Home Care Technologies: Results of The MATCH Project. Assistive Technology Research, 31. Amsterdam, Netherlands: IOS Press, pp. 30-49. http://www.iospress.nl/book/advances-in-home-care-technologies/

Book Chapter

Personalised Ambient Monitoring: Supporting Mental Health at Home

Magill E & Blum JM (2012) Personalised Ambient Monitoring: Supporting Mental Health at Home. In: Turner K (ed.) Advances in Home Care Technologies - Results of the MATCH Project. Assistive Technology Research Series, 31. Amsterdam: IOS Press, pp. 67-85. http://www.booksonline.iospress.nl/Content/View.aspx?piid=32462

Conference Paper (published)

Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics

Alioghli Fazel M, Homayouni S, Akbari V & Mahdian Pari M (2012) Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics. In: IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, 22.07.2012-27.07.2012. New Jersey: IEEE. https://doi.org/10.1109/igarss.2012.6351078

Conference Paper (published)

Automated heuristic design

Ochoa G, Hyde M & Burke E (2011) Automated heuristic design. In: GECCO '11 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation. 13th annual conference on Genetic and evolutionary computation, Dublin, Ireland, 12.07.2011-16.07.2011. New York, NY: ACM, pp. 1321-1341. http://dl.acm.org/citation.cfm?doid=2001858.2002139; https://doi.org/10.1145/2001858.2002139

Book Chapter

An adaptive tie breaking and hybridisation hyper-heuristic for exam timetabling problems

Burke E, Qu R & Soghier A (2011) An adaptive tie breaking and hybridisation hyper-heuristic for exam timetabling problems. In: Pelta D, Krasnogor N, Dumitrescu D D, Chira C & Lung R (eds.) Nature Inspired Cooperative Strategies for Optimization (NICSO 2011). Studies in Computational Intelligence, 387. Heidelberg: Springer, pp. 205-223. http://link.springer.com/chapter/10.1007%2F978-3-642-24094-2_15; https://doi.org/10.1007/978-3-642-24094-2_15

Conference Paper (published)

Adaptive iterated local search for cross-domain optimisation

Burke E, Gendreau M, Ochoa G & Walker J (2011) Adaptive iterated local search for cross-domain optimisation. In: Krasnogor N & Lanzi P (eds.) GECCO'11 Proceedings of the 13th annual conference on Genetic and Evolutionary Computation. 13th annual conference on Genetic and evolutionary computation, Dublin, Ireland, 12.07.2011-16.07.2011. New York, NY: ACM, pp. 1987-1994. http://dl.acm.org/citation.cfm?doid=2001576.2001843; https://doi.org/10.1145/2001576.2001843

Conference Paper (published)

The Cross-domain Heuristic Search Challenge -- An International Research Competition

Burke E, Gendreau M, Hyde M, Kendall G, McCollum B, Ochoa G, Parkes AJ & Petrovic S (2011) The Cross-domain Heuristic Search Challenge -- An International Research Competition. In: Coello CC (ed.) Learning and Intelligent Optimization: 5th International Conference, LION 5, Rome, Italy, January 17-21, 2011. Selected Papers. Lecture Notes in Computer Science, 6683. LION 5 - 5th International Conference on Learning and Intelligent Optimization, Rome, Italy, 17.01.2011-21.01.2011. Berlin Heidelberg: Springer, pp. 631-634. http://link.springer.com/chapter/10.1007/978-3-642-25566-3_49#; https://doi.org/10.1007/978-3-642-25566-3_49

Conference Paper (published)

A multi-objective window optimisation problem

Brownlee A, Wright JA & Mourshed MM (2011) A multi-objective window optimisation problem. In: Krasnogor N & Lanzi P (eds.) Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication. 13th Annual Conference on Genetic and Evolutionary Computation, Dublin, Ireland, 12.07.2011-16.07.2011. New York, NY: ACM, pp. 89-90. http://dl.acm.org/citation.cfm?id=2001910

Edited Book

Perception-action cycle: Models, Architectures, and Hardware

Cutsuridis V, Hussain A & Taylor JG (eds.) (2011) Perception-action cycle: Models, Architectures, and Hardware. Springer Series in Cognitive and Neural Systems. New York: Springer. http://link.springer.com/book/10.1007/978-1-4419-1452-1/page/1

Conference Paper (published)

Telecare Service Challenge: Conflict Detection

Blum JM & Magill E (2011) Telecare Service Challenge: Conflict Detection. In: 5th International Conference on Pervasive Computing Technologies for Healthcare 2011, PervasiveHealth 2011. International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth. Advances in Techniques and Technologies Assisting Care at Home Workshop for Pervasive Health, 5th International Conference on Pervasive Computing Technologies for Healthcare, Dublin, Ireland, 23.05.2011-26.05.2011. Institute of Electrical and Electronics Engineers (IEEE) / Pervasive Health, pp. 502 - 507. http://ieeexplore.ieee.org/servlet/opac?punumber=1002011

Conference Paper (published)

Bio-inspired models of memory capacity, recall performance and theta phase precession in the hippocampus

Cutsuridis V, Graham B, Cobb SR & Hasselmo ME (2011) Bio-inspired models of memory capacity, recall performance and theta phase precession in the hippocampus. In: Proceedings of the International Joint Conference on Neural Networks. The 2011 International Joint Conference on Neural Networks (IJCNN), San Jose, CA, USA, 31.07.2011-05.08.2011. Piscataway, NJ, USA: IEEE, pp. 3141-3148. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6033637&abstractAccess=no&userType=inst; https://doi.org/10.1109/IJCNN.2011.6033637

Edited Proceedings

University of Glasgow at Medical Records Track 2011: Experiments with Terrier

(2011) University of Glasgow at Medical Records Track 2011: Experiments with Terrier. Text REtrieval Conference (TREC) Proceedings - NIST. Text REtrieval Conference (TREC), Gaithersburg, Maryland, USA, 15.11.2011-18.11.2011. Maryland: National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec20/papers/uogTr.medical.update.pdf

Conference Paper (published)

A K-Wishart Markov random field model for clustering of polarimetric SAR imagery

Akbari V, Moser G, Doulgeris AP, Anfinsen SN, Eltoft T & Serpico SB (2011) A K-Wishart Markov random field model for clustering of polarimetric SAR imagery. In: IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium, Vancouver, BC, Canada, 24.07.2011-29.07.2011. New Jersey: IEEE. https://doi.org/10.1109/igarss.2011.6049317

Edited Proceedings

Understanding the implementation & integration of remote & tele-health services … an overview of Normalization Process Theory

(2011) Understanding the implementation & integration of remote & tele-health services … an overview of Normalization Process Theory. 5th International ICST Conference on Pervasive Computing Technologies for Healthcare, Dublin, Republic of Ireland, 23.05.2011-26.05.2011. New York: IEEE. https://doi.org/10.4108/icst.pervasivehealth.2011.246039

Conference Paper (published)

Protocol-Driven Searches for Medical and Health-Sciences Systematic Reviews

Bouamrane M, Macdonald C, Ounis I & Mair F (2011) Protocol-Driven Searches for Medical and Health-Sciences Systematic Reviews. In: Amati G & Crestani F (eds.) Advances in Information Retrieval Theory. Lecture Notes in Computer Science (LNCS), 6931. Third International Conference, ICTIR 2011, Bertinoro, Italy, 12.09.2011-14.09.2011. Berlin: Springer Berlin Heidelberg, pp. 188-200. https://doi.org/10.1007/978-3-642-23318-0_18

Conference Paper (published)

Providing a memory mechanism to enhance the evolutionary design of heuristics

Burke E, Hyde M & Kendall G (2010) Providing a memory mechanism to enhance the evolutionary design of heuristics. In: 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 2010 IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18.07.2010-23.07.2010. Red Hook, NJ, USA: IEEE. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5586388&abstractAccess=no&userType=; https://doi.org/10.1109/CEC.2010.5586388

Conference Paper (published)

A hyper-heuristic approach to strip packing problems

Burke E, Guo Q & Kendall G (2010) A hyper-heuristic approach to strip packing problems. In: Schaefer R, Cotta C, Kolodziej J & Rudolph G (eds.) Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Kraków, Poland, September 11-15, 2010, Proceedings, Part I. Lecture Notes in Computer Science, 6238. 11th International Conference on Parallel Problem Solving from Nature, PPSN XI, Kraków, Poland, 11.09.2010-15.09.2010. Heidelberg: Springer, pp. 465-474. http://link.springer.com/chapter/10.1007/978-3-642-15844-5_47#

Book Chapter

DEUM – A Fully Multivariate EDA Based on Markov Networks

Shakya S, Brownlee A, McCall J, Fournier FA & Owusu G (2010) DEUM – A Fully Multivariate EDA Based on Markov Networks. In: Chen Y (ed.) Exploitation of Linkage Learning in Evolutionary Algorithms. Evolutionary Learning and Optimization, 3. Berlin Heidelberg: Springer, pp. 71-93. http://link.springer.com/chapter/10.1007/978-3-642-12834-9_4

Conference Paper (published)

A hyper-heuristic multi-criteria decision support system for eco-efficient product life cycle

Woodward J & Gindy N (2010) A hyper-heuristic multi-criteria decision support system for eco-efficient product life cycle. In: 5th International Conference on Responsive Manufacturing - Green Manufacturing (ICRM 2010), January 2010. IET Conference Publications, 2010/565. 5th International Conference on Responsive Manufacturing - Green Manufacturing (ICRM 2010), Ningbo, China, 11.01.2010-13.01.2010. Stevenage: Institution of Engineering and Technology, pp. 201-205. http://digital-library.theiet.org/content/conferences/10.1049/cp.2010.0436

Conference Paper (published)

The Necessity of meta bias in search algorithms

Woodward J (2010) The Necessity of meta bias in search algorithms. In: 2010 International Conference on Computational Intelligence and Software Engineering, CiSE 2010. 2010 International Conference on Computational Intelligence and Software Engineering (CiSE), Wuhan, 10.12.2010-12.12.2010. Piscataway, NJ: IEEE. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5677120&abstractAccess=no&userType=inst; https://doi.org/10.1109/CISE.2010.5677120

Conference Paper (published)

Artificial life, the second law of thermodynamics, and Kolmogorov complexity

Woodward J & Farjudian A (2010) Artificial life, the second law of thermodynamics, and Kolmogorov complexity. In: 2010 IEEE International Conference on Progress in Informatics and Computing (PIC), Volume 2. 2010 IEEE International Conference on Progress in Informatics and Computing (PIC), Shanghai, 10.12.2010-12.12.2010. Piscataway, NJ: IEEE, pp. 1266-1269. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5687924&abstractAccess=no&userType=inst; https://doi.org/10.1109/PIC.2010.5687924

Conference Paper (published)

Using a Markov network as a surrogate fitness function in a genetic algorithm

Brownlee A, Regnier-Coudert O, McCall J & Massie S (2010) Using a Markov network as a surrogate fitness function in a genetic algorithm. In: 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 2010 IEEE Congress on Evolutionary Computation (CEC), Barcelon, 18.07.2010-23.07.2010. Piscataway, NJ: IEEE. http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5586548&abstractAccess=no&userType=inst; https://doi.org/10.1109/CEC.2010.5586548

Conference Paper (published)

Iterated Local Search vs. Hyper-heuristics: Towards General-Purpose Search Algorithms

Burke E, Curtois T, Hyde M, Kendall G, Ochoa G, Petrovic S, Vazquez-Rodriguez JA & Gendreau M (2010) Iterated Local Search vs. Hyper-heuristics: Towards General-Purpose Search Algorithms. In: 2010 IEEE Congress on Evolutionary Computation. 2010 IEEE Congress on Evolutionary Computation, Barcelona, 18.07.2010-23.07.2010. Piscataway, NJ, USA: IEEE Press. https://doi.org/10.1109/CEC.2010.5586064

Book Chapter

A Classification of Hyper-heuristic Approaches

Burke E, Hyde M, Kendall G, Ochoa G, Ozcan E & Woodward J (2010) A Classification of Hyper-heuristic Approaches. In: Gendreau M & Potvin J (eds.) Handbook of Metaheuristics. International Series in Operations Research & Management Science, 146. Berlin: Springer, pp. 449-468. http://www.springerlink.com/content/xxm7126130381913/

Edited Book

Brain Inspired Cognitive Systems 2008

Hussain A, Aleksander I, Smith L, Barros AK, Chrisley R & Cutsuridis V (eds.) (2010) Brain Inspired Cognitive Systems 2008. Advances in Experimental Medicine and Biology, 657. New York, USA: Springer. http://www.springerlink.com/content/978-0-387-79099-2/#section=640242&page=4&locus=0; https://doi.org/10.1007/978-0-387-79100-5

Conference Paper (published)

The Design and Evaluation of Personalised Ambient Mental Health Monitors

Blum JM & Magill E (2010) The Design and Evaluation of Personalised Ambient Mental Health Monitors. In: 7th IEEE Consumer Communications and Networking Conference (CCNC), 2010. Consumer Communications and Networking Conference (CCNC) 7th Annual IEEE Consumer Communications and Networking Conference, Las Vegas, Nevada, 09.01.2010-12.01.2010. Institute of Electrical and Electronics Engineers (IEEE), pp. 1-5. https://doi.org/10.1109/CCNC.2010.5421748

Conference Paper (published)

Experience of Using OWL Ontologies for Automated Inference of Routine Pre-operative Screening Tests

Bouamrane M, Rector A & Hurrell M (2010) Experience of Using OWL Ontologies for Automated Inference of Routine Pre-operative Screening Tests. In: Patel-Schneider PF, Pan Y, Hitzler P, Mika P, Zhang L, Pan JZ, Horrocks I & Glimm B (eds.) The Semantic Web – ISWC 2010. Lecture Notes in Computer Science (LNCS), 6497. 9th International Semantic Web Conference, ISWC 2010, Shanghai, China, 07.11.2010-11.11.2010. Berlin: Springer Berlin Heidelberg, pp. 50-65. https://doi.org/10.1007/978-3-642-17749-1_4