Data Science and Intelligent Systems

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Outputs related to Data Science and Intelligent Systems

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Conference Paper (published)

An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem

Wu X, Consoli P, Minku L, Ochoa G & Yao X (2016) An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. In: Handl J, Hart E, Lewis P, Lopez-Ibanez M, Ochoa G & Paechter B (eds.) Parallel Problem Solving from Nature - PPSN XIV. Lecture Notes in Computer Science, 9921. International Conference on Parallel Problem Solving from Nature 2016: PPSN XIV, Edinburgh, 17.09.2016-21.09.2017. Cham, Switzerland: Springer Verlag, pp. 37-47. https://doi.org/10.1007/978-3-319-45823-6_4

Conference Paper (published)

Connecting automatic parameter tuning, genetic programming as a hyper-heuristic and genetic improvement programming

Woodward J, Johnson C & Brownlee A (2016) Connecting automatic parameter tuning, genetic programming as a hyper-heuristic and genetic improvement programming. In: Friedrich T (ed.) GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. GECCO 2016: Genetic and Evolutionary Computation Conference, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 1357-1358. https://doi.org/10.1145/2908961.2931728

Conference Paper (published)

Evals is not enough: why we should report wall-clock time

Woodward J, Brownlee A & Johnson C (2016) Evals is not enough: why we should report wall-clock time. In: Friedrich T (ed.) GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. GECCO 2016: Genetic and Evolutionary Computation Conference, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 1157-1158. https://doi.org/10.1145/2908961.2931695

Conference Paper (published)

Learning to semantically segment high-resolution remote sensing images

Nogueira K, Dalla Mura M, Chanussot J, Schwartz WR & dos Santos JA (2016) Learning to semantically segment high-resolution remote sensing images. In: 2016 23rd International Conference on Pattern Recognition (ICPR) Proceedings. 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 04.12.2016-08.12.2016. Piscataway, NJ: IEEE, pp. 3566-3571. https://doi.org/10.1109/icpr.2016.7900187

Conference Paper (published)

GP vs GI: if you can't beat them, join them

Woodward J, Johnson C & Brownlee A (2016) GP vs GI: if you can't beat them, join them. In: Friedrich T (ed.) GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Genetic and Evolutionary Computation Conference, GECCO-2016, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 1155-1156. https://doi.org/10.1145/2908961.2931694

Conference Paper (published)

Additional Dimensions to the Study of Funnels in Combinatorial Landscapes

Ochoa G & Veerapen N (2016) Additional Dimensions to the Study of Funnels in Combinatorial Landscapes. In: GECCO '16 Proceedings of the 2016 Genetic and Evolutionary Computation Conference 2016. The 2016 Genetic and Evolutionary Computation Conference (GECCO 2016), Denver, Colorado, USA, 20.07.2016-24.07.2016. New York, NY, USA: ACM, pp. 373-380. http://dl.acm.org/citation.cfm?id=2908820&CFID=827599008&CFTOKEN=74602334; https://doi.org/10.1145/2908812.2908820

Conference Paper (published)

A Dataflow IR for Memory Efficient RIPL Compilation to FPGAs

Stewart R, Michaelson G, Bhowmik D, Garcia P & Wallace A (2016) A Dataflow IR for Memory Efficient RIPL Compilation to FPGAs. In: Díaz-Martín J, Carretero J, Garcia-Blas J, Gergel V, Voevodin V, Meyerov I, Rico-Gallego J, Alonso P, Durillo J, Garcia Sánchez J, Lastovetsky A, Marozzo F, Liu Q, Bhuiyan Z & Fürlinger K (eds.) Algorithms and Architectures for Parallel Processing. ICA3PP 2016. Lecture Notes in Computer Science, 10049. ICA3PP 2016: Algorithms and Architectures for Parallel Processing, Granada, Spain, 14.12.2016-16.12.2016. Cham, Switzerland: Springer International Publishing, pp. 174-188. https://doi.org/10.1007/978-3-319-49956-7_14

Article

Implementation factors affecting the large-scale deployment of digital health and well-being technologies: A qualitative study of the initial phases of the ‘Living-It-Up’ programme

Agbakoba R, McGee-Lennon M, Bouamrane M, Watson N & Mair FS (2016) Implementation factors affecting the large-scale deployment of digital health and well-being technologies: A qualitative study of the initial phases of the ‘Living-It-Up’ programme. Health Informatics Journal, 22 (4), pp. 867-877. https://doi.org/10.1177/1460458215594651

Conference Paper (published)

Genetic improvement: A key challenge for evolutionary computation

Langdon WB & Ochoa G (2016) Genetic improvement: A key challenge for evolutionary computation. In: 2016 IEEE Congress on Evolutionary Computation, CEC 2016. 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24.07.2016-29.07.2016. Piscataway, NJ, USA: IEEE, pp. 3068-3075. https://doi.org/10.1109/CEC.2016.7744177

Conference Paper (published)

Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces

Adair J, Brownlee A & Ochoa G (2016) Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces. In: Angelov P, Gegov A, Jayne C & Shen Q (eds.) Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Advances in Intelligent Systems and Computing, 513. UKCI 2016 - 16th UK Workshop on Computational Intelligence, Lancaster, 07.09.2016-09.09.2016. London: Springer, pp. 287-307. https://doi.org/10.1007/978-3-319-46562-3_19

Article

Combining transcranial ultrasound with intelligent communication methods to enhance the remote assessment and management of stroke patients: Framework for a technology demonstrator

Mort A, Eadie L, Regan L, Macaden A, Heaney D, Bouamrane M, Rushworth G & Wilson P (2016) Combining transcranial ultrasound with intelligent communication methods to enhance the remote assessment and management of stroke patients: Framework for a technology demonstrator. Health Informatics Journal, 22 (3), pp. 691-701. https://doi.org/10.1177/1460458215580353

Conference Paper (published)

Tunnelling Crossover Networks for the Asymmetric TSP

Veerapen N, Ochoa G, Tinós R & Whitley D (2016) Tunnelling Crossover Networks for the Asymmetric TSP. In: Handl J, Hart E, Lewis P, Lopez-Ibanez M, Ochoa G & Paechter B (eds.) Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Lecture Notes in Computer Science, 9921. PPSN2016 - 14th International Conference on Parallel Problem Solving from Nature, Edinburgh, 17.09.2016-21.09.2016. Cham, Switzerland: Springer, pp. 994-1003. https://doi.org/10.1007/978-3-319-45823-6_93

Conference Paper (published)

Metaheuristic Design Pattern: Surrogate Fitness Functions

Brownlee A, Woodward J & Swan J (2016) Metaheuristic Design Pattern: Surrogate Fitness Functions. In: Silva S (ed.) GECCO Companion '15 Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. GECCO 2015: Annual Conference on Genetic and Evolutionary Computation, Madrid, Spain, 11.07.2015-15.07.2015. New York: ACM, pp. 1261-1264. https://doi.org/10.1145/2739482.2768499

Conference Paper (published)

An Analysis of MANET Routing Protocol Performance for an Interactive User Engaging Quiz

Walton J, Blakeway S & Kirpichnikova A (2016) An Analysis of MANET Routing Protocol Performance for an Interactive User Engaging Quiz. In: 2016 International Conference on Systems Informatics, Modelling and Simulation (SIMS). 2016 International Conference on Systems Informatics, Modelling and Simulation (SIMS), Riga, Latvia, 01.06.2016-03.06.2016. Piscataway, NJ, USA: IEEE, pp. 147-152. https://doi.org/10.1109/sims.2016.24

Conference Paper (published)

Deconstructing the Big Valley Search Space Hypothesis

Ochoa G & Veerapen N (2016) Deconstructing the Big Valley Search Space Hypothesis. In: Chicano F, Hu B & García-Sánchez P (eds.) Evolutionary Computation in Combinatorial Optimization: 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings. Lecture Notes in Computer Science, 9595. 16th European Conference on Evolutionary Computation in Combinatorial Optimisation, EvoCOP 2016, Porto, Portugal, 30.03.2016-01.04.2016. Cham, Switzerland: Springer International Publishing, pp. 58-73. http://link.springer.com/chapter/10.1007%2F978-3-319-30698-8_5; https://doi.org/10.1007/978-3-319-30698-8_5

Article

Delivering digital health and well-being at scale: lessons learned during the implementation of the dallas program in the United Kingdom

Devlin AM, McGee-Lennon M, O’Donnell CA, Bouamrane M, Agbakoba R, O’Connor S, Grieve E, Finch T, Wyke S, Watson N, Browne S, Mair FS & the “dallas” evaluation team (2016) Delivering digital health and well-being at scale: lessons learned during the implementation of the dallas program in the United Kingdom. JAMIA, Journal of the American Medical Informatics Association, 23 (1), pp. 48-59. https://doi.org/10.1093/jamia/ocv097

Conference Paper (published)

Embedded Dynamic Improvement

Burles N, Swan J, Bowles E, Brownlee A, Attila Kocsis Z & Veerapen N (2015) Embedded Dynamic Improvement. In: Silva S (ed.) GECCO Companion '15 Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference. GECCO '15 Genetic and Evolutionary Computation Conference 2015, Madrid, Spain, 11.07.2015-15.07.2015. New York: ACM, pp. 831-832. https://doi.org/10.1145/2739482.2768423

Conference Paper (published)

Haiku - a Scala combinator toolkit for semi-automated composition of metaheuristics

Attila Kocsis Z, Brownlee A, Swan J & Senington R (2015) Haiku - a Scala combinator toolkit for semi-automated composition of metaheuristics. In: Barros M & Labiche Y (eds.) Search-Based Software Engineering: 7th International Symposium, SSBSE 2015, Bergamo, Italy, September 5-7, 2015, Proceedings. Lecture Notes in Computer Science, 9275. 7th International Symposium, SSBSE 2015, Bergamo, Italy, 05.09.2015-07.09.2015. Cham, Switzerland: Springer, pp. 125-140. https://doi.org/10.1007/978-3-319-22183-0_9

Book Chapter

Engaging in large-scale digital health technologies and services. What factors hinder recruitment?

O'Connor S, Mair FS, McGee-Lennon M, Bouamrane M & O'Donnell K (2015) Engaging in large-scale digital health technologies and services. What factors hinder recruitment?. In: Cornet R, Stoicu-Tivadar L, Horbst A, Parra Calderon CL, Andersen SK & Hercigonja M (eds.) Digital Healthcare Empowering Europeans. Studies in Health Technology and Informatics, vol 210. IOS Press, pp. 306 - 310. https://doi.org/10.3233/978-1-61499-512-8-306

Book Chapter

Implementing a National Scottish Digital Health & Wellbeing Service at Scale: A Qualitative Study of Stakeholders' Views

Agbakoba R, McGee-Lennon M, Bouamrane M, Watson N & Mair F (2015) Implementing a National Scottish Digital Health & Wellbeing Service at Scale: A Qualitative Study of Stakeholders' Views. In: Sarkar IN, Georgiou A & Mazzoncini de Azevedo Marques P (eds.) MEDINFO 2015: eHealth-enabled Health. Studies in Health Technology and Informatics, Volume 216. IOS Press, pp. 487 - 491. https://doi.org/10.3233/978-1-61499-564-7-487

Conference Paper (published)

Multi-dwelling Refurbishment Optimization: Problem Decomposition, Solution, and Trade-off Analysis

He M, Brownlee A, Wright JA & Taylor S (2015) Multi-dwelling Refurbishment Optimization: Problem Decomposition, Solution, and Trade-off Analysis. In: Proceedings of BS2015: 14th Conference of International Building Performance Simulation Association, Hyderabad, India, Dec. 7-9, 2015. 4th International Conference of the International Building Performance Simulation Association (BS2015), Hyderabad, India, 07.12.2015-09.12.2015. International Building Performance Simulation Association (IBPSA), pp. 2066-2072. http://www.ibpsa.org/proceedings/BS2015/p2364.pdf

Conference Paper (published)

Multi-objective optimization for a large scale retrofit program for the housing stock in the North East of England

He M, Brownlee A, Lee T, Wright JA & Taylor S (2015) Multi-objective optimization for a large scale retrofit program for the housing stock in the North East of England. In: volume 78. 6th International Building Physics Conference. Amsterdam: Elsevier, pp. 854-859. http://www.sciencedirect.com/science/article/pii/S1876610215017397; https://doi.org/10.1016/j.egypro.2015.11.007

Conference Paper (published)

Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study

Bouamrane M, Schraag S, Adeyemo A & Lennon M (2015) Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study. In: Proceedings of 2015 BCS Health Informatics Scotland conference. Electronic Workshops in Computing (eWiC) BCS Health Informatics Scotland, Edinburgh Surgeons' Hall, 07.10.2015-08.10.2015. British Computer Society - BCS eWiC. https://doi.org/10.14236/ewic/HIS2015.1

Conference Paper (published)

Object-Oriented Genetic Improvement for Improved Energy Consumption in Google Guava

Burles N, Bowles E, Brownlee A, Attila Kocsis Z, Swan J & Veerapen N (2015) Object-Oriented Genetic Improvement for Improved Energy Consumption in Google Guava. In: Barros M & Labiche Y (eds.) Search-Based Software Engineering. Lecture Notes in Computer Science, 9275. Symposium on Search-Based Software Engineering (SSBSE 2015), Bergamo, Italy, 05.09.2015-07.09.2015. Switzerland: Springer International Publishing, pp. 255-261. http://dx.doi.org/10.1007/978-3-319-22183-0_20; https://doi.org/10.1007/978-3-319-22183-0_20

Conference Paper (published)

Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?

Penatti OAB, Nogueira K & dos Santos JA (2015) Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?. In: 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2015, Boston, MA, USA, 07.06.2015-12.06.2015. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/cvprw.2015.7301382

Article

Reverse engineering of biochar

Morales VL, Pérez-Reche FJ, Hapca SM, Hanley KL, Lehmann J & Zhang W (2015) Reverse engineering of biochar. Bioresource Technology, 183, pp. 163-174. https://doi.org/10.1016/j.biortech.2015.02.043

Book Chapter

Local Optima Networks: A New Model of Combinatorial Fitness Landscapes, Recent Advances in the Theory and Application of Fitness Landscapes

Ochoa G, Verel S, Daolio F & Tomassini M (2014) Local Optima Networks: A New Model of Combinatorial Fitness Landscapes, Recent Advances in the Theory and Application of Fitness Landscapes. In: Richter H & Engelbrecht A (eds.) Recent Advances in the Theory and Application of Fitness Landscapes, Part II. Emergence, Complexity and Computation, 6. Berlin Heidelberg: Springer, pp. 233-262. http://link.springer.com/chapter/10.1007/978-3-642-41888-4_9

Conference Paper (published)

Hyperion2: A Toolkit for {Meta-, Hyper-} Heuristic Research

Brownlee A, Swan J, Ozcan E & Parkes AJ (2014) Hyperion2: A Toolkit for {Meta-, Hyper-} Heuristic Research. In: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp '14. GECCO 2014: Genetic and Evolutionary Computation Conference, Vancouver, BC, Canada, 12.07.2014-16.07.2014. New York, NY, USA: ACM, pp. 1133-1140. http://doi.acm.org/10.1145/2598394.2605687; https://doi.org/10.1145/2598394.2605687

Conference Paper (published)

Repairing and Optimizing Hadoop hashCode Implementations

Attila Kocsis Z, Neumann G, Swan J, Epitropakis M, Brownlee A, Haraldsson S & Bowles E (2014) Repairing and Optimizing Hadoop hashCode Implementations. In: Le GC & Yoo S (eds.) Search-Based Software Engineering: 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, August 26-29, 2014. Proceedings. 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, 26.08.2014-29.08.2014. Berlin Heidelberg: Springer, pp. 259-264. http://link.springer.com/chapter/10.1007/978-3-319-09940-8_21; https://doi.org/10.1007/978-3-319-09940-8_21

Conference Paper (published)

Profile driven dataflow optimisation of mean shift visual tracking

Bhowmik D, Wallace A, Stewart R, Qian X & Michaelson G (2014) Profile driven dataflow optimisation of mean shift visual tracking. In: 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP). 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Georgia, USA, 03.12.2014-05.12.2014. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/globalsip.2014.7032066

Conference Paper (published)

The HdpH DSLs for scalable reliable computation

Maier P, Stewart R & Trinder P (2014) The HdpH DSLs for scalable reliable computation. In: Haskell '14: Proceedings of the 2014 ACM SIGPLAN symposium on Haskell. 2014 ACM SIGPLAN symposium on Haskell, Gothenburg, Sweden, 04.09.2014-05.09.2014. New York: ACM Press, pp. 65-76. https://doi.org/10.1145/2633357.2633363

Conference Paper (published)

Delivering Innovative eHealth Services at Scale: Implementers' Views on Achieving 'Buy-In'

Agbakoba R, Watson N, Mair FS, McGee-Lennon M & Bouamrane M (2014) Delivering Innovative eHealth Services at Scale: Implementers' Views on Achieving 'Buy-In'. In: Proceedings of 2014 BCS Health Informatics Scotland Conference (BCS HIS 2014). BCS Health Informatics Scotland Conference (BCS HIS) 2014 BCS Health Informatics Scotland Conference (BCS HIS 2014), Glasgow, Scotland, UK, 02.09.2014-03.09.2014. British Computer Society (BCS). https://doi.org/10.14236/ewic/HIS2014.4

Presentation / Talk

Airport Ground Movement: Real World Data Sets and Approaches to Handling Uncertainty

Brownlee A, Atkin JAD, Woodward J, Benlic U & Burke E (2014) Airport Ground Movement: Real World Data Sets and Approaches to Handling Uncertainty. PATAT 2014: 10th International Conference on the Practice and Theory of Automated Timetabling, York, 26.08.2014-29.08.2014. http://www.patatconference.org/patat2014/programme.pdf

Conference Paper (published)

Applying Global And Local SA In Identification Of Variables Importance With The Use Of Multi-Objective Optimization

Wang M, Wright JA, Brownlee A & Buswell R (2014) Applying Global And Local SA In Identification Of Variables Importance With The Use Of Multi-Objective Optimization. In: Malki-Epsthein L, Spataru C, Halburd L & Mumovic D (eds.) Proceedings of the Building Simulation and Optimization Conference 2014. Building Simulation and Optimization 2014, London, UK, 23.06.2014-24.06.2014. London: The Bartlett, UCL Faculty of the Built Environment. http://www.bso14.org/BSO14_Papers/BSO14_Paper_096.pdf

Conference Paper (published)

A Comparison of Approaches to Stepwise Regression Analysis for Variables Sensitivity Measurements Used with a Multi-Objective Optimization Problem

Wang M, Wright JA, Brownlee A & Buswell R (2014) A Comparison of Approaches to Stepwise Regression Analysis for Variables Sensitivity Measurements Used with a Multi-Objective Optimization Problem. In: ASHRAE Papers CD: 2014 ASHRAE Annual Conference, Seattle, WA. D-SE-14-C060. ASHRAE 2014 Annual Conference, Seattle, WA, USA, 28.06.2014-02.07.2014. Seattle, WA: ASHRAE. https://www.ashrae.org/membership--conferences/conferences/past-ashrae-conferences

Conference Paper (published)

Local Optima Networks of the Permutation flow-shop Problem

Daolio F, Verel S, Ochoa G & Tomassini M (2013) Local Optima Networks of the Permutation flow-shop Problem. In: Legrand P, Corsini M, Hao J, Monmarche N, Collet P, Lutton E & Schoenauer M (eds.) Articial Evolution 2013 (Evolution Articielle 2013): 11th Biennal International Conference on Articial Evolution Proceedings. Articial Evolution 2013 (Evolution Articielle 2013): 11th Biennal International Conference on Articial Evolution, Bordeaux, France, 21.10.2013-23.10.2013, pp. 200-212. http://ea2013.inria.fr//proceedings.pdf

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)

Local optima networks with escape edges

Verel S, Daolio F, Ochoa G & Tomassini M (2012) Local optima networks with escape edges. In: Hao J, Legrand P, Collet P, Monmarche N, Lutton E & Schoenauer M (eds.) Artificial Evolution: 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers. Lecture Notes in Computer Science, 7401. EA 2011 - 10th International Conference on Artificial Evolution/Evolution Artificielle, Angers, France, 24.10.2011-26.10.2011. Berin Heidelberg: Springer, pp. 49-60. http://link.springer.com/chapter/10.1007/978-3-642-35533-2_5#; https://doi.org/10.1007/978-3-642-35533-2_5

Conference Paper (published)

Hyper-heuristics and cross-domain optimization

Ochoa G (2012) Hyper-heuristics and cross-domain optimization. In: Soule T (ed.) GECCO '12 - Proceedings of the 14th annual conference companion on Genetic and Evolutionary Computation. 14th Annual Genetic and Evolutionary Computation Conference, Philadelphia, 07.07.2012-11.07.2012. New York, pp. 1197-1214. http://dl.acm.org/citation.cfm?id=2330937; https://doi.org/10.1145/2330784.2330937

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)

Adaptive evolutionary algorithms and extensions to the HyFlex hyper-heuristic framework

Ochoa G, Walker J, Hyde M & Curtois T (2012) Adaptive evolutionary algorithms and extensions to the HyFlex hyper-heuristic framework. In: Coello CC, Cutello V, Deb K K, Forrest S, Nicosia G & Pavone M (eds.) Parallel Problem Solving from Nature - PPSN XII: 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II. Lecture Notes in Computer Science, Vol. 7492. 12th International Conference, Taormina, Italy, 01.09.2012-05.09.2012. Amsterdam: Springer, pp. 418-427. http://link.springer.com/chapter/10.1007%2F978-3-642-32964-7_42#

Conference Paper (published)

Generic Software Subgraph Isomorphism

Swan J, Harman M, Ochoa G & Burke E (2012) Generic Software Subgraph Isomorphism. In: 4th Symposium on Search Based-Software Engineering, Riva del Garda, Trento, Italy, September 28th-30th 2012: Fast Abstracts. 4th Symposium on Search Based Software Engineering (4th SSBSE). Trento, Italy: Fondazione Bruno Kessler Press, pp. 43-48. http://selab.fbk.eu/ssbse2012/index.php?p=program

Conference Paper (published)

Local optima networks and the performance of iterated local search

Daolio F, Verel S, Ochoa G & Tomassini M (2012) Local optima networks and the performance of iterated local search. In: GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation. GECCO '12 - Fourteenth international conference on Genetic and evolutionary computation, Philadelphia, PA, USA, 07.07.2012-11.07.2012. New York, NY, USA: ACM, pp. 369-376. http://dl.acm.org/citation.cfm?id=2330217; https://doi.org/10.1145/2330163.2330217

Conference Paper (published)

Clustering of local optima in combinatorial fitness landscapes

Ochoa G, Verel S, Daolio F & Tomassini M (2011) Clustering of local optima in combinatorial fitness landscapes. 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. 454-457. http://link.springer.com/chapter/10.1007/978-3-642-25566-3_35#

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)

Partial neighborhoods of the Traveling Salesman Problem

Whitley D & Ochoa G (2011) Partial neighborhoods of the Traveling Salesman Problem. In: GECCO'11 - Genetic and Evolutionary Computation Conference Proceedings. GECCO '11 - 13th annual conference on Genetic and evolutionary computation, Dublin, Ireland, 12.07.2011-16.07.2011. New York, NY, USA: ACM, pp. 529-536. http://dl.acm.org/citation.cfm?id=2001649; https://doi.org/10.1145/2001576.2001649

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

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

Edited Proceedings

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

Limsopatham N, Macdonald C, Ounis I, Mcdonald G & Bouamrane M (2011) University of Glasgow at Medical Records Track 2011: Experiments with Terrier. In: Proceedings of 2011 NIST Text REtrieval Conference (TREC). 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

Edited Proceedings

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

Bouamrane M, Osbourne J & Mair FS (2011) Understanding the implementation & integration of remote & tele-health services … an overview of Normalization Process Theory. In: Proceedings of 5th International ICST Conference on Pervasive Computing Technologies for Healthcare. 5th International ICST Conference on Pervasive Computing Technologies for Healthcare, Dublin, Republic of Ireland, 23.05.2011-26.05.2011. New York: IEEE, pp. 300-307. 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

Edited Proceedings

Engaging with end-users of independent living technology in Scotland… the experience of the Blackwood Foundation

Bouamrane M & Jarrold D (2011) Engaging with end-users of independent living technology in Scotland… the experience of the Blackwood Foundation. In: Proceedings of 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). 5th International ICST Conference on Pervasive Computing Technologies for Healthcare, Dublin, Republic of Ireland, 23.05.2011-26.05.2011. New York: IEEE, pp. 278-282. https://doi.org/10.4108/icst.pervasivehealth.2011.246045