Conference Paper (published)
Empirical Evaluation of Pareto Efficient Multi-objective Regression Test Case Prioritisation
Epitropakis M, Yoo S, Harman M & Burke E (2015) Empirical Evaluation of Pareto Efficient Multi-objective Regression Test Case Prioritisation. In: International Symposium on Software Testing and Analysis (ISSTA'15). International Symposium on Software Testing and Analysis (ISSTA'15), Baltimore, MD, USA, 12.07.2015-17.07.2015. New York, NY, USA: ACM, pp. 234-245. https://doi.org/10.1145/2771783.2771788
Article
A Subsumption Agent for Collaborative Free Improvisation
Linson A, Dobbyn C, Lewis GE & Laney R (2015) A Subsumption Agent for Collaborative Free Improvisation. Computer Music Journal, 39 (4), pp. 96-115. https://doi.org/10.1162/comj_a_00323
Conference Paper (unpublished)
Gamification for public engagement with invasive tree pests and diseases
Maharaj S (2015) Gamification for public engagement with invasive tree pests and diseases. European Citizen Science Association conference, Berlin.
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
Article
Identification and modelling of fast and slow Ih current components in vestibular ganglion neurons
Michel C, Azevedo Coste C, Desmadryl G, Puel J, Bourien J & Graham B (2015) Identification and modelling of fast and slow Ih current components in vestibular ganglion neurons. European Journal of Neuroscience, 42 (10), pp. 2867-2877. https://doi.org/10.1111/ejn.13021
Article
Sentiment Big Data Flow Analysis by Means of Dynamic Linguistic Patterns
Poria S, Cambria E, Gelbukh A, Bisio F & Hussain A (2015) Sentiment Big Data Flow Analysis by Means of Dynamic Linguistic Patterns. IEEE Computational Intelligence Magazine, 10 (4), pp. 26-36. https://doi.org/10.1109/MCI.2015.2471215
Article
Local energy-based shape histogram feature extraction technique for breast cancer diagnosis
Wajid S & Hussain A (2015) Local energy-based shape histogram feature extraction technique for breast cancer diagnosis. Expert Systems with Applications, 42 (20), pp. 6990-6999. https://doi.org/10.1016/j.eswa.2015.04.057
Conference Paper (published)
A Comparison of Learning Rules for Mixed Order Hyper Networks
Swingler K (2015) A Comparison of Learning Rules for Mixed Order Hyper Networks. In: Proceedings of the 7th International Joint Conference on Computational Intelligence. NCTA (IJCCI). Setubal, Portugal: Science and Technology Publications, pp. 17-27. http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220%2f0005588000170027; https://doi.org/10.5220/0005588000170027
Article
A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes
Tu Z, Zheng A, Yang E, Luo B & Hussain A (2015) A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes. Cognitive Computation, 7 (5), pp. 539-551. https://doi.org/10.1007/s12559-015-9318-z
Article
Toward a Neuromorphic Microphone
Smith L (2015) Toward a Neuromorphic Microphone. Frontiers in Neuroscience, 9 (1), Art. No.: 398. https://doi.org/10.3389/fnins.2015.00398
Article
Why sharing matters for electrophysiological data analysis
Smith L (2015) Why sharing matters for electrophysiological data analysis. Brain Research Bulletin, 119 (Part B), pp. 145-149. https://doi.org/10.1016/j.brainresbull.2015.06.009
Conference Paper (published)
Characterising information correlation in a stochastic Izhikevich neuron
Yang Z, Gandhi VS, Karamanoglu M & Graham B (2015) Characterising information correlation in a stochastic Izhikevich neuron. In: Proceedings of the International Joint Conference on Neural Networks 2015. 2015. 2015 International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 12.07.2015-17.07.2015. New York: IEEE. https://doi.org/10.1109/IJCNN.2015.7280534
Article
An Integer Linear Programming approach to the single and bi-objective Next Release Problem
Veerapen N, Ochoa G, Harman M & Burke E (2015) An Integer Linear Programming approach to the single and bi-objective Next Release Problem. Information and Software Technology, 65, pp. 1-13. https://doi.org/10.1016/j.infsof.2015.03.008
Conference Paper (published)
A biologically inspired onset and offset speech segmentation approach
Abel A, Hunter D & Smith L (2015) A biologically inspired onset and offset speech segmentation approach. In: 2015 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks, Killarney, Ireland, 12.07.2015-17.07.2105. Washington DC, USA: IEEE Computer Society. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7280347&tag=1; https://doi.org/10.1109/IJCNN.2015.7280347
Article
Spontaneous social distancing in response to a simulated epidemic: a virtual experiment
Kleczkowski A, Maharaj S, Rasmussen S, Williams L & Cairns N (2015) Spontaneous social distancing in response to a simulated epidemic: a virtual experiment. BMC Public Health, 15, Art. No.: 973. https://doi.org/10.1186/s12889-015-2336-7
Newspaper / Magazine
Facebook's digital assistant blends AI with customer service staff - but will it cope without human help?
Smith L (2015) Facebook's digital assistant blends AI with customer service staff - but will it cope without human help?. The Conversation. 03.09.2015.
Article
Invasive slug pests and their parasites - temperature responses and potential implications of climate change
Wilson MJ, Digweed AJ, Brown J, Ivanonva ES & Hapca SH (2015) Invasive slug pests and their parasites - temperature responses and potential implications of climate change. Biology and Fertility of Soils, 51 (6), pp. 739-748. https://doi.org/10.1007/s00374-015-1022-3
Article
Constrained, mixed-integer and multi-objective optimisation of building designs by NSGA-II with fitness approximation
Brownlee AEI & Wright JA (2015) Constrained, mixed-integer and multi-objective optimisation of building designs by NSGA-II with fitness approximation. Applied Soft Computing, 33, pp. 114-126. https://doi.org/10.1016/j.asoc.2015.04.010
Authored Book
Cognitively Inspired Audiovisual Speech Filtering: Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
Abel A & Hussain A (2015) Cognitively Inspired Audiovisual Speech Filtering: Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System. SpringerBriefs in Cognitive Computation, 5. Dordrecht: Springer. http://link.springer.com/book/10.1007/978-3-319-13509-0
Article
On Nash Equilibrium and Evolutionarily Stable States That Are Not Characterised by the Folk Theorem
Li J & Kendall G (2015) On Nash Equilibrium and Evolutionarily Stable States That Are Not Characterised by the Folk Theorem. PLoS ONE, 10 (8), Art. No.: e0136032. https://doi.org/10.1371/journal.pone.0136032
Conference Paper (published)
Activity-dependent regulation decreases metabolic cost in the auditory brainstem
Michel C & Graham B (2015) Activity-dependent regulation decreases metabolic cost in the auditory brainstem. In: 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015): Proceedings of a meeting held 22-24 April 2015, Montpellier, France. 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Montpellier, France, 22.04.2015-24.04.2015. New York: IEEE, pp. 312-315. https://ieeexplore.ieee.org/abstract/document/7146622/; https://doi.org/10.1109/NER.2015.7146622
Conference Paper (published)
Genetic Improvement of Energy Usage is only as Reliable as the Measurements are Accurate
Haraldsson S & Woodward J (2015) Genetic Improvement of Energy Usage is only as Reliable as the Measurements are Accurate. In: Silva S (ed.) GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. GECCO 2015: Genetic and Evolutionary Computation Conference, Madrid, Spain, 11.07.2015-15.07.2015. New York: ACM, pp. 821-822. http://dl.acm.org/citation.cfm?id=2768421; https://doi.org/10.1145/2739482.2768421
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
Article
Remediating radium contaminated legacy sites: Advances made through machine learning in routine monitoring of "hot" particles
Varley A, Tyler A, Smith L, Dale P & Davies M (2015) Remediating radium contaminated legacy sites: Advances made through machine learning in routine monitoring of "hot" particles. Science of the Total Environment, 521-522, pp. 270-279. https://doi.org/10.1016/j.scitotenv.2015.03.131
Research Report
Gamification within plant health in the Forestry Commission
Maharaj S & Greene P (2015) Gamification within plant health in the Forestry Commission. Forestry Commission Scotland. University of Stirling. http://www.forestry.gov.uk/pdf/Gamification_in_the_FC.pdf/$FILE/Gamification_in_the_FC.pdf
Article
A Bio-Realistic Analog CMOS Cochlea Filter With High Tunability and Ultra-Steep Roll-Off
Wang S, Koickal TJ, Hamilton A, Cheung R & Smith L (2015) A Bio-Realistic Analog CMOS Cochlea Filter With High Tunability and Ultra-Steep Roll-Off. IEEE Transactions on Biomedical Circuits and Systems, 9 (3), pp. 297-311. https://doi.org/10.1109/TBCAS.2014.2328321
Article
Workflows for Quantitative Data Analysis in The Social Sciences
Turner KJ & Lambert P (2015) Workflows for Quantitative Data Analysis in The Social Sciences. International Journal on Software Tools for Technology Transfer, 17 (3), pp. 321-338. https://doi.org/10.1007/s10009-014-0315-4
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
Newspaper / Magazine
Why we fell out of love with algorithms inspired by nature
Brownlee A & Woodward J (2015) Why we fell out of love with algorithms inspired by nature. The Conversation. 03.06.2015. https://theconversation.com/why-we-fell-out-of-love-with-algorithms-inspired-by-nature-42718
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
Article
Search with Evolutionary Ruin and Stochastic Rebuild: a Theoretic Framework and a Case Study on Exam Timetabling
Li J, Bai R, Shen Y & Qu R (2015) Search with Evolutionary Ruin and Stochastic Rebuild: a Theoretic Framework and a Case Study on Exam Timetabling. European Journal of Operational Research, 242 (3), pp. 798-806. https://doi.org/10.1016/j.ejor.2014.11.002
Conference Paper (published)
Structural Coherence of Problem and Algorithm: An Analysis for EDAs on all 2-bit and 3-bit Problems
Brownlee A, McCall J & Christie LA (2015) Structural Coherence of Problem and Algorithm: An Analysis for EDAs on all 2-bit and 3-bit Problems. In: Proceedings of the 2015 IEEE Congress on Evolutionary Computation. IEEE Congress on Evolutionary Computation 2015, Sendai, Japan, 25.05.2015-28.05.2015. Piscataway, NJ, USA: IEEE Press, pp. 2066-2073. https://doi.org/10.1109/CEC.2015.7257139
Article
Inhibitory control of site-specific synaptic plasticity in a model CA1 pyramidal neuron
Saudargiene A & Graham B (2015) Inhibitory control of site-specific synaptic plasticity in a model CA1 pyramidal neuron. Biosystems, 130, pp. 37-50. https://doi.org/10.1016/j.biosystems.2015.03.001
Article
Topographical optimisation of single-storey non-domestic steel framed buildings using photovoltaic panels for net-zero carbon impact
McKinstray R, Lim J, Tanyimboh T, Phan D, Sha W & Brownlee A (2015) Topographical optimisation of single-storey non-domestic steel framed buildings using photovoltaic panels for net-zero carbon impact. Building and Environment, 86, pp. 120-131. https://doi.org/10.1016/j.buildenv.2014.12.017
Conference Paper (published)
Strategic Interactions and Information Exchange on Networks: An Agent Based Simulation Model of Landowner Behavior in Conservation Incentive Schemes
Banerjee S & Maharaj S (2015) Strategic Interactions and Information Exchange on Networks: An Agent Based Simulation Model of Landowner Behavior in Conservation Incentive Schemes. In: Miguel F, Amblard F, Barcelo J & Madella M (eds.) Advances in Computational Social Science and Social Simulation: Proceedings of the Social Simulation Conference 2014 Barcelona, Catalunya (Spain), September 15. Social Simulation Conference, Universitat Autonoma Barcelona, 01.09.2014-05.09.2014. Barcelona: Universitat Autònoma de Barcelona Press, pp. 42-46. http://ddd.uab.cat/pub/poncom/2014/125597/advcomsocsci_a2014.pdf
Article
Towards an intelligent framework for multimodal affective data analysis
Poria S, Cambria E, Hussain A & Huang G (2015) Towards an intelligent framework for multimodal affective data analysis. Neural Networks, 63, pp. 104-116. https://doi.org/10.1016/j.neunet.2014.10.005
Article
Development of a neural network approach to characterise 226Ra contamination at legacy sites using gamma-ray spectra taken from boreholes
Varley A, Tyler A, Smith L & Dale P (2015) Development of a neural network approach to characterise 226Ra contamination at legacy sites using gamma-ray spectra taken from boreholes. Journal of Environmental Radioactivity, 140, pp. 130-140. https://doi.org/10.1016/j.jenvrad.2014.11.011
Article
A computational study on plasticity during theta cycles at Schaffer collateral synapses on CA1 pyramidal cells in the hippocampus
Saudargiene A, Cobb SR & Graham B (2015) A computational study on plasticity during theta cycles at Schaffer collateral synapses on CA1 pyramidal cells in the hippocampus. Hippocampus, 25 (2), pp. 208-218. https://doi.org/10.1002/hipo.22365
Article
Development of a neural network approach to characterise 226Ra contamination at legacy sites using gamma-ray spectra taken from boreholes
Varley A, Tyler A, Smith L & Dale P (2015) Development of a neural network approach to characterise 226Ra contamination at legacy sites using gamma-ray spectra taken from boreholes. Journal of Environmental Radioactivity, 140, pp. 130-140. https://doi.org/10.1016/j.jenvrad.2014.11.011
Article
Predicting the minimum liquid surface tension activity of pseudomonads expressing biosurfactants
Mohammed IU, Deeni Y, Hapca SM, McLaughlin K & Spiers AJ (2015) Predicting the minimum liquid surface tension activity of pseudomonads expressing biosurfactants. Letters in Applied Microbiology, 60 (1), pp. 37-43. https://doi.org/10.1111/lam.12331
Conference Paper (published)
Intelligent image processing techniques for cancer progression detection, recognition and prediction in the human liver
Ali L, Hussain A, Li J, Shah A, Sudhakr U, Mahmud M, Zakir U, Yan X, Luo B & Rajak M (2014) Intelligent image processing techniques for cancer progression detection, recognition and prediction in the human liver. In: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health (CICARE). 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health (CICARE), Orlando, FL, USA, 09.12.2014-12.12.2014. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/cicare.2014.7007830
Conference Paper (published)
Automated design of algorithms and genetic improvement: contrast and commonalities
Haraldsson SO & Woodward JR (2014) Automated design of algorithms and genetic improvement: contrast and commonalities. In: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation. GECCO 2014: 2014 Annual Conference on Genetic and Evolutionary Computation, Vancouver, BC, Canada, 12.07.2014-16.07.2014. New York: ACM, pp. 1373-1380. https://doi.org/10.1145/2598394.2609874
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)
High-Performance Computer Algebra: A Hecke Algebra Case Study
Maier P, Livesey D, Loidl H & Trinder P (2014) High-Performance Computer Algebra: A Hecke Algebra Case Study. In: Silva F, Dutra I & Costa Santos V (eds.) Euro-Par 2014 Parallel Processing. Lecture Notes on Computer Science, 8632. Euro-Par 2014 Parallel Processing: 20th International Conference, Porto, Portugal, 25.08.2014-29.08.2014. Cham, Switzerland: Springer, pp. 415-426. https://doi.org/10.1007/978-3-319-09873-9_35
Conference Paper (published)
Minimal Walsh Structure and Ordinal Linkage of Monotonicity-Invariant Function Classes on Bit Strings
Christie LA, McCall J & Lonie D (2014) Minimal Walsh Structure and Ordinal Linkage of Monotonicity-Invariant Function Classes on Bit Strings. In: Igel C (ed.) Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation. 2014 Annual Conference on Genetic and Evolutionary Computation, Vancouver, Canada, 12.07.2014-16.07.2016. New York: ACM, pp. 333-340. http://dl.acm.org/citation.cfm?id=2598240; https://doi.org/10.1145/2576768.2598240
Article
Trends in consumer communications (Series Editorial)
Kolberg M, Begen AC & Merabti M (2014) Trends in consumer communications (Series Editorial). IEEE Communications Magazine, 52 (12), p. 142. https://doi.org/10.1109/MCOM.2014.6979965
Conference Paper (published)
OnehopMANET: One-hop structured p2p over mobile ad hoc networks
Kolberg M & Al Mojamed M (2014) OnehopMANET: One-hop structured p2p over mobile ad hoc networks. In: Proceedings - 2014 8th International Conference on Next Generation Mobile Applications, Services and Technologies, NGMAST 2014. NGMAST '14 Eighth International Conference on Next Generation Mobile Apps, Services and Technologies, Oxford, 10.09.2014-12.09.2014. Washington DC, USA: IEEE Computer Society, pp. 159-163. http://dl.acm.org/citation.cfm?id=2707955
Conference Paper (published)
A simulation model for hybrid multicast
Alwadani D, Kolberg M & Buford J (2014) A simulation model for hybrid multicast. In: Proceedings - 2014 8th International Conference on Next Generation Mobile Applications, Services and Technologies, NGMAST 2014. 2014 Eighth International Conference on Next Generation Mobile Applications, Services and Technologies (NGMAST), Oxford, 10.09.2014-12.09.2014. Washington DC, USA: Institute of Electrical and Electronics Engineering, pp. 112-116. https://doi.org/10.1109/NGMAST.2014.26
Conference Paper (published)
An evaluation of EpiChord in OverSim
Furness J, Chowdhury F & Kolberg M (2014) An evaluation of EpiChord in OverSim. In: Meghanathan N, Nagamalai D & Rajasekaran S (eds.) Networks and Communications (NetCom2013): Proceedings of the Fifth International Conference on Networks & Communications. Lecture Notes in Electrical Engineering, 284. NetCom2013: Fifth International Conference on Networks & Communications, Chennai, India, 27.12.2013-29.12.2013. Cham, Switzerland: Springer, pp. 3-19. http://link.springer.com/chapter/10.1007/978-3-319-03692-2_1; https://doi.org/10.1007/978-3-319-03692-2_1
Conference Paper (published)
A walsh analysis of multilayer perceptron function
Swingler K (2014) A walsh analysis of multilayer perceptron function. In: Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2014). NCTA 2014: 6th International Conference on Neural Computation Theory and Applications, Rome, Italy, 22.10.2014-24.10.2014. Setubal, Portugal: Science and Technology Publications, pp. 5-14. http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0004974800050014; https://doi.org/10.5220/0004974800050014
Conference Paper (published)
An analysis of the local optima storage capacity of Hopfield network based fitness function models
Swingler K & Smith L (2014) An analysis of the local optima storage capacity of Hopfield network based fitness function models. In: Nguyen N, Kowalczyk R, Fred A & Joaquim F (eds.) Transactions on Computational Collective Intelligence XVII. Lecture Notes in Computer Science, 8790. Berlin Heidelberg: Springer, pp. 248-271. http://link.springer.com/chapter/10.1007/978-3-662-44994-3_13; https://doi.org/10.1007/978-3-662-44994-3_13
Conference Paper (published)
Using process algebra to model radiation induced bystander effects
Lintott R, McMahon S, Prise K, Addie-Lagorio C & Shankland C (2014) Using process algebra to model radiation induced bystander effects. In: Mendes P, Dada J & Smallbone K (eds.) Computational Methods in Systems Biology: 12th International Conference, CMSB 2014, Manchester, UK, November 17-19, 2014, Proceedings. Lecture Notes in Computer Science, 8859. Computational Methods in Systems Biology 2014, Manchester, UK, 17.11.2014-19.11.2014. Cham, Switzerland: Springer International Publishing, pp. 196-210. https://doi.org/10.1007/978-3-319-12982-2_14
Book Chapter
Onset/offset filters for the segmentation of sound
Smith L (2014) Onset/offset filters for the segmentation of sound. In: Levy J, Bairaktaris D, Bullinaria J & Cairns P (eds.) Connectionist Models of Memory and Language. PLE: Memory ed. Psychology Library Editions: Memory. Hove: Psychology Press, pp. 247-268. http://www.routledge.com/books/details/9781848723771/
Conference Paper (published)
Dependency-based semantic parsing for concept-level text analysis
Poria S, Agarwal B, Gelbukh A, Hussain A & Howard N (2014) Dependency-based semantic parsing for concept-level text analysis. In: Gelbukh A (ed.) Computational Linguistics and Intelligent Text Processing: 15th International Conference, CICLing 2014, Kathmandu, Nepal, April 6-12, 2014, Proceedings, Part I. Lecture Notes in Computer Science, 8403. 15th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2014, Kathmandu, Nepal, 06.04.2014-12.04.2014. Berlin Heidelberg: Springer, pp. 113-127. https://doi.org/10.1007/978-3-642-54906-9_10
Thesis
TEDA: A Targeted Estimation of Distribution Algorithm
Neumann G (2014) TEDA: A Targeted Estimation of Distribution Algorithm. Doctor of Philosophy. University of Stirling. http://hdl.handle.net/1893/20248
Article
Managing home care with loose goals and policies
Turner KJ (2014) Managing home care with loose goals and policies. Journal of Ambient Intelligence and Smart Environments, 6 (5), pp. 489-506. https://doi.org/10.3233/AIS-140277
Conference Paper (published)
Benchmarks That Matter for Genetic Programming
Woodward J, Martin S & Swan J (2014) Benchmarks That Matter for Genetic Programming. 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, 12.07.2014-16.04.2014. New York, NY, USA: ACM, pp. 1397-1404. http://doi.acm.org/10.1145/2598394.2609875; https://doi.org/10.1145/2598394.2609875
Conference Paper (published)
The Executable Experimental Template Pattern for the Systematic Comparison of Metaheuristics
Neumann G, Swan J, Harman M & Clark JA (2014) The Executable Experimental Template Pattern for the Systematic Comparison of Metaheuristics. In: GECCO Comp '14: 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. 1427-1430. http://doi.acm.org/10.1145/2598394.2609850; https://doi.org/10.1145/2598394.2609850
Conference Paper (published)
The 'Composite' Design Pattern in Metaheuristics
Woodward J, Swan J & Martin S (2014) The 'Composite' Design Pattern in Metaheuristics. In: GECCO Comp '14: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp '14. GECCO 2014: Genetic and Evolutionary Computation Conference, Vancouver, BC, USA, 12.07.2014-16.07.2014. New York, NY, USA: ACM, pp. 1439-1444. http://doi.acm.org/10.1145/2598394.2609848; https://doi.org/10.1145/2598394.2609848
Conference Paper (published)
Structural Stigmergy: A Speculative Pattern Language for Metaheuristics
Kovitz B & Swan J (2014) Structural Stigmergy: A Speculative Pattern Language for Metaheuristics. In: GECCO Comp '14: 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. 1407-1410. http://doi.acm.org/10.1145/2598394.2609845; https://doi.org/10.1145/2598394.2609845
Conference Paper (published)
Tagging in Metaheuristics
Kovitz B & Swan J (2014) Tagging in Metaheuristics. In: GECCO Comp '14: 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. 1411-1414. http://doi.acm.org/10.1145/2598394.2609844; https://doi.org/10.1145/2598394.2609844
Conference Paper (published)
Template Method Hyper-heuristics
Woodward J & Swan J (2014) Template Method Hyper-heuristics. In: GECCO Comp '14: 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. 1437-1438. http://doi.acm.org/10.1145/2598394.2609843; https://doi.org/10.1145/2598394.2609843
Conference Paper (published)
The 'Representative' Metaheuristic Design Pattern
Swan J, Attila Kocsis Z & Lisitsa A (2014) The 'Representative' Metaheuristic Design Pattern. In: GECCO Comp '14: 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. 1435-1436. http://doi.acm.org/10.1145/2598394.2609842; https://doi.org/10.1145/2598394.2609842
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)
Asymptotic Genetic Improvement Programming with Type Functors and Catamorphisms
Swan J & Attila Kocsis Z (2014) Asymptotic Genetic Improvement Programming with Type Functors and Catamorphisms. In: Johnson C, Krawiec K, Alberto M & O'Neill M (eds.) Semantic Methods in Genetic Programming (SMGP) at Parallel Problem Solving from Nature (PPSN{ XIV}). Semantic Methods in Genetic Programming (SMGP) Workshop at Parallel Problem Solving from Nature 2014 conference, Ljubljana, Slovenia, 13.09.2014-13.09.2014. Switzerland: Springer. http://www.cs.put.poznan.pl/kkrawiec/smgp2014/uploads/Site/Kocsis.pdf
Conference Paper (published)
Semantically-meaningful Numeric Constants for Genetic Programming
Swan J, Drake J & Krawiec K (2014) Semantically-meaningful Numeric Constants for Genetic Programming. In: Johnson C, Krawiec K, Alberto M & O'Neill M (eds.) Semantic Methods in Genetic Programming (SMGP) at Parallel Problem Solving from Nature (PPSN {XIV}). Semantic Methods in Genetic Programming (SMGP) Workshop at Parallel Problem Solving from Nature 2014 conference, Ljubljana, Slovenia, 13.09.2014-13.09.2014. Switzerland: Springer. http://www.cs.put.poznan.pl/kkrawiec/smgp2014/uploads/Site/Swan.pdf
Conference Paper (published)
Analysis of Semantic Building Blocks via Grobner Bases
Swan J, Neumann G & Krawiec K (2014) Analysis of Semantic Building Blocks via Grobner Bases. In: Johnson C, Krawiec K, Alberto M & O'Neill M (eds.) Semantic Methods in Genetic Programming (SMGP) at Parallel Problem Solving from Nature (PPSN{ XIV}). Semantic Methods in Genetic Programming (SMGP) Workshop at Parallel Problem Solving from Nature 2014 conference, Ljubljana, Slovenia, 13.09.2014-13.09.2014. Switzerland: Springer. http://www.cs.put.poznan.pl/kkrawiec/smgp2014/
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
Article
On Irreducible Cyclic Presentations of the Trivial Group
Swan J & Edjvet M (2014) On Irreducible Cyclic Presentations of the Trivial Group. Experimental Mathematics, 23 (2), pp. 181-189. https://doi.org/10.1080/10586458.2014.888379
Article
The effect of memory size on the evolutionary stability of strategies in iterated prisoner's dilemma
Li J & Kendall G (2014) The effect of memory size on the evolutionary stability of strategies in iterated prisoner's dilemma. IEEE Transactions on Evolutionary Computation, 18 (6), pp. 819-826. https://doi.org/10.1109/TEVC.2013.2286492
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
Newspaper / Magazine
Air traffic control about to let pilots plan their own routes – but don’t worry
Brownlee A, Burke E & Benlic U (2014) Air traffic control about to let pilots plan their own routes – but don’t worry. The Conversation. 16.12.2014. https://theconversation.com/air-traffic-control-about-to-let-pilots-plan-their-own-routes-but-dont-worry-35446
Article
A unified hyper-heuristic framework for solving bin packing problems
Lopez-Camacho E, Terashima-Marin H, Ross P & Ochoa G (2014) A unified hyper-heuristic framework for solving bin packing problems. Expert Systems with Applications, 41 (15), pp. 6876-6889. https://doi.org/10.1016/j.eswa.2014.04.043
Article
Effective learning hyper-heuristics for the course timetabling problem
Soria-Alcaraz JA, Ochoa G, Swan J, Carpio M, Puga H & Burke E (2014) Effective learning hyper-heuristics for the course timetabling problem. European Journal of Operational Research, 238 (1), pp. 77-86. https://doi.org/10.1016/j.ejor.2014.03.046
Article
Training and making calculations with mixed order hyper-networks
Swingler K & Smith L (2014) Training and making calculations with mixed order hyper-networks. Neurocomputing, 141, pp. 65-75. https://doi.org/10.1016/j.neucom.2013.11.041
Article
EmoSenticSpace: A novel framework for affective common-sense reasoning
Poria S, Gelbukh A, Cambria E, Hussain A & Huang G (2014) EmoSenticSpace: A novel framework for affective common-sense reasoning. Knowledge-Based Systems, 69, pp. 108-123. https://doi.org/10.1016/j.knosys.2014.06.011
Article
Spine head calcium as a measure of summed postsynaptic activity for driving synaptic plasticity
Graham B, Saudargiene A & Cobb SR (2014) Spine head calcium as a measure of summed postsynaptic activity for driving synaptic plasticity. Neural Computation, 26 (10), pp. 2194-2222. https://doi.org/10.1162/NECO_a_00640
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
Dissertation
Sparse Coral Classification Using Deep Convolutional Neural Networks
Elsayed Elawady M (2014) Sparse Coral Classification Using Deep Convolutional Neural Networks. MSc Erasmus Mundus in Vision and Robotics (VIBOT 2014). VIBOT. https://arxiv.org/pdf/1511.09067.pdf
Article
The component model for elementary landscapes and partial neighborhoods
Whitley D, Sutton AM, Ochoa G & Chicano F (2014) The component model for elementary landscapes and partial neighborhoods. Theoretical Computer Science, 545 p. 75. https://doi.org/10.1016/j.tcs.2014.04.036
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 (unpublished)
Towards High-Performance Haplo- type Assembly for Future Sequencing
Aldinucci M, Bracciali A, Pisanti N & Torquati M (2014) Towards High-Performance Haplo- type Assembly for Future Sequencing. Eleventh International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, Cambridge, UK, 26.06.2014-28.06.2014. http://www.cussb.unisr.it/cibb2014/conf.html#accepted
Article
Trends in consumer communications: Networked homes [Guest Editorial]
Begen AC, Kolberg M & Merabti M (2014) Trends in consumer communications: Networked homes [Guest Editorial]. IEEE Communications Magazine, 52 (6), p. 184. https://doi.org/10.1109/MCOM.2014.6829962
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)
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
