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)
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)
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 '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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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
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
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)
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
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)
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
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
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
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)
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
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
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
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
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
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
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 (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
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
Article
X-ray microtomography: A porosity-based thresholding method to improve soil pore network characterization?
Beckers E, Plougonven E, Roisin C, Hapca S, Léonard A & Degré A (2014) X-ray microtomography: A porosity-based thresholding method to improve soil pore network characterization?. Geoderma, 219-220, pp. 145-154. https://doi.org/10.1016/j.geoderma.2014.01.004
Article
The Effects of Extra-Somatic Weapons on the Evolution of Human Cooperation towards Non-Kin
Philips T, Li J & Kendall G (2014) The Effects of Extra-Somatic Weapons on the Evolution of Human Cooperation towards Non-Kin. PLoS ONE, 9 (5), Art. No.: e95742. https://doi.org/10.1371/journal.pone.0095742
Book Chapter
Managing Telehealth and Telecare
Turner KJ (2014) Managing Telehealth and Telecare. In: Holzinger A, Ziefle M & Röcker C (eds.) Pervasive Health: State-of-the-art and Beyond. Human-Computer Interaction Series. London: Springer, pp. 157-180. http://www.springer.com/computer/hci/book/978-1-4471-6412-8
Conference Paper (published)
Reliable scalable symbolic computation: The design of SymGridPar2
Maier P, Stewart R & Trinder PW (2014) Reliable scalable symbolic computation: The design of SymGridPar2. In: volume 40. 28th ACM Symposium on Applied Computing, Coimbra, Portugal. Elsevier BV, pp. 19-35. https://doi.org/10.1016/j.cl.2014.03.001
Conference Abstract
Spectrotemporal Gabor filters for feature detection
Smith L & Abel A (2014) Spectrotemporal Gabor filters for feature detection. 167th Meeting of Acoustical Society of America, Providence, RI, USA, 05/05/2014 - 09/05/2014. Journal of the Acoustical Society of America, 135 (4), p. 2297. http://scitation.aip.org/content/asa/journal/jasa/135/4/10.1121/1.4877554; https://doi.org/10.1121/1.4877554
Conference Abstract
A noise robust Arabic speech recognition system based on the echo state network
Alalshekmubarak A & Smith L (2014) A noise robust Arabic speech recognition system based on the echo state network. 167th Meeting of the Acoustical Society of America, Providence, RI, USA, 05/05/2014 - 09/05/2014. Journal of the Acoustical Society of America, 132 (4), p. 2195. http://scitation.aip.org/content/asa/journal/jasa/135/4/10.1121/1.4877154; https://doi.org/10.1121/1.4877154
Article
On robustness against JPEG2000: a performance evaluation of wavelet-based watermarking techniques
Bhowmik D & Abhayaratne C (2014) On robustness against JPEG2000: a performance evaluation of wavelet-based watermarking techniques. Multimedia Systems, 20 (2), pp. 239-252. https://doi.org/10.1007/s00530-013-0334-0
Article
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms
Pappa GL, Ochoa G, Hyde M, Freitas AA, Woodward J & Swan J (2014) Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. Genetic Programming and Evolvable Machines, 15 (1), pp. 3-35. https://doi.org/10.1007/s10710-013-9186-9
Article
On phasic inhibition during hippocampal theta
Graham B & Spera E (2014) On phasic inhibition during hippocampal theta. Network: Computation in Neural Systems, 25 (1-2), pp. 3-19. http://www.tandfonline.com/doi/full/10.3109/0954898X.2014.886346; https://doi.org/10.3109/0954898X.2014.886346
Article
Searching the Hyper-heuristic Design Space
Swan J, Woodward J, Ozcan E, Kendall G & Burke E (2014) Searching the Hyper-heuristic Design Space. Cognitive Computation, 6 (1), pp. 66-73. https://doi.org/10.1007/s12559-013-9201-8
Article
Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars
Hussain A & Niazi MA (2014) Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars. Cognitive Computation, 6 (1), pp. 113-124. https://doi.org/10.1007/s12559-013-9219-y
Article
Consensus on items and quantities of clinical equipment required to deal with a mass casualties big bang incident: a national Delphi study
Duncan E, Colver K, Dougall N, Swingler K, Stephenson J & Abhyankar P (2014) Consensus on items and quantities of clinical equipment required to deal with a mass casualties big bang incident: a national Delphi study. BMC Emergency Medicine, 14, Art. No.: 5. https://doi.org/10.1186/1471-227X-14-5
Article
Stochastic service network design with rerouting
Bai R, Wallace SW, Li J & Chong AY (2014) Stochastic service network design with rerouting. Transportation Research - Part B - Methodological, 60, pp. 50-65. https://doi.org/10.1016/j.trb.2013.11.001
Article
A novel mortality model for acute alcoholic hepatitis including variables recorded after admission to hospital
Mazzocco T, Hussain A, Hussain S & Shah AA (2014) A novel mortality model for acute alcoholic hepatitis including variables recorded after admission to hospital. Computers in Biology and Medicine, 44, pp. 132-135. https://doi.org/10.1016/j.compbiomed.2013.11.005
Technical Report
Augmenting Metaheuristics with Rewriting Systems
Swan J, Edjvet M & Ozcan E (2014) Augmenting Metaheuristics with Rewriting Systems. Computing Science and Mathematics-Muscat. Technical Report, CSM-197. Stirling FK9 4LA, Scotland: University of Stirling, Department of Computing Science and Mathematics. http://www.cs.stir.ac.uk/~jsw/metaheuristic-atp-TR.pdf
Technical Report
Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming
Swan J, Epitropakis M & Woodward J (2014) Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming. Department of Computing Science and Mathematics Technical Report, CSM-195. University of Stirling. http://www.cs.stir.ac.uk/~jsw/genofix-TR.pdf
Article
New Local Thresholding Method for Soil Images by Minimizing Grayscale Intra-Class Variance
Hapca SM, Houston AN, Otten W & Baveye PC (2013) New Local Thresholding Method for Soil Images by Minimizing Grayscale Intra-Class Variance. Vadose Zone Journal, 12 (3), pp. 1-13. https://doi.org/10.2136/vzj2012.0172
Conference Paper (published)
Pattern-guided Genetic Programming
Krawiec K & Swan J (2013) Pattern-guided Genetic Programming. In: GECCO '13 Proceedings of the 15th annual conference on Genetic and evolutionary computation. GECCO '13. GECCO '13: Genetic and Evolutionary Computation Conference, Amsterdam, The Netherlands, 06.07.2013-10.07.2013. New York, NY, USA: ACM, pp. 949-956. http://dl.acm.org/citation.cfm?id=2463496; https://doi.org/10.1145/2463372.2463496
Conference Paper (published)
A new probabilistic ranking model
Connor R, Moss R & Harvey M (2013) A new probabilistic ranking model. In: 2013 Conference on the Theory of Information Retrieval, Copenhagen, Denmark, 29.09.2013-02.10.2013, pp. 109-112. https://doi.org/10.1145/2499178.2499185
Book Chapter
Sentic Computing for Social Media Analysis, Representation, and Retrieval
Cambria E, Grassi M, Poria S & Hussain A (2013) Sentic Computing for Social Media Analysis, Representation, and Retrieval. In: Ramzan N, van Zwol R, Lee J, Cluver K & Hua X (eds.) Social Media Retrieval. Computer Communications and Networks. London: Springer, pp. 191-215. http://link.springer.com/chapter/10.1007/978-1-4471-4555-4_9
Conference Paper (published)
Search methodologies in real-world software engineering
Ochoa G (2013) Search methodologies in real-world software engineering. In: GECCO '13 Companion: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference companion. GECCO '13 Fifteenth annual conference on Genetic and evolutionary computation, Amsterdam, The Netherlands, 06.07.2013-10.07.2013. New York, NY, USA: ACM, pp. 1085-1087. http://dl.acm.org/citation.cfm?id=2482687; https://doi.org/10.1145/2464576.2482687
Conference Paper (published)
Improved efficiency of road sign detection and recognition by employing Kalman filter
Zakir U, Hussain A, Ali L & Luo B (2013) Improved efficiency of road sign detection and recognition by employing Kalman filter. In: Liu D, Alippi C, Zhao D & Hussain A (eds.) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Science, 7888. 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, Beijing, China, 09.06.2013-11.06.2013. Berlin Heidelberg: Springer, pp. 216-224. http://link.springer.com/chapter/10.1007/978-3-642-38786-9_25#; https://doi.org/10.1007/978-3-642-38786-9_25
Conference Paper (published)
A novel clinical expert system for chest pain risk assessment
Farooq K, Hussain A, Atassi H, Leslie S, Eckl C, MacRae C & Slack W (2013) A novel clinical expert system for chest pain risk assessment. In: Liu D, Alippi C, Zhao D & Hussain A (eds.) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Science, 7888. 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, Beijing, China, 09.06.2012-11.06.2013. Berlin Heidelberg: Springer, pp. 296-307. http://link.springer.com/chapter/10.1007/978-3-642-38786-9_34#; https://doi.org/10.1007/978-3-642-38786-9_34
Conference Paper (published)
A review of artificial intelligence and biologically inspired computational approaches to solving issues in narrative financial disclosure
Minhas S, Poria S, Hussain A & Hussainey K (2013) A review of artificial intelligence and biologically inspired computational approaches to solving issues in narrative financial disclosure. In: Liu D, Alippi C, Zhao D & Hussain A (eds.) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Science, 7888. 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, Beijing, China, 09.06.2013-11.06.2013. Berlin Heidelberg: Springer, pp. 317-327. http://link.springer.com/chapter/10.1007/978-3-642-38786-9_36#; https://doi.org/10.1007/978-3-642-38786-9_36
Conference Paper (published)
Music Genre Classification: A Semi-supervised Approach
Poria S, Gelbukh A, Hussain A, Bandyopadhyay S & Howard N (2013) Music Genre Classification: A Semi-supervised Approach. In: Carrasco-Ochoa J, Martinez-Trinidad J, Rodriguez J & di Baja G (eds.) Pattern Recognition: 5th Mexican Conference, MCPR 2013, Querétaro, Mexico, June 26-29, 2013. Proceedings. Lecture Notes in Computer Science, 7914. MCPR 2013 : 5th Mexican Conference on Pattern Recognition, Queretaro, Mexico, 26.06.2013-29.06.2013. Berlin Heidelberg: Springer, pp. 254-263. http://link.springer.com/chapter/10.1007/978-3-642-38989-4_26#; https://doi.org/10.1007/978-3-642-38989-4_26
Authored Book
Cognitive Agent-based Computing-I: A Unified Framework for Modeling Complex Adaptive Systems using Agent-based & Complex Network-based Methods
Niazi MA & Hussain A (2013) Cognitive Agent-based Computing-I: A Unified Framework for Modeling Complex Adaptive Systems using Agent-based & Complex Network-based Methods. SpringerBriefs in Cognitive Computation, 1. Dordrecht: Springer. http://link.springer.com/book/10.1007/978-94-007-3852-2/page/1
Edited Proceedings
Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013 Proceedings
Liu D, Alippi C, Zhao D & Hussain A (eds.) (2013) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013 Proceedings. Lecture Notes in Computer Science, 7888. BICS 2013: 6th International Conference, Beijing, China, 09.06.2013-11.06.2013. Berlin Heidelberg: Springer. https://www.springer.com/gp/book/9783642387852
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)
Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism
Krawiec K & Swan J (2013) Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism. In: AAAI Fall Symposium 2013: How Should Intelligence be Abstracted in AI Research. AAAI Technical Report, FS-13-02. AAAI Fall Symposium 2013: How Should Intelligence be Abstracted in AI Research, Arlington, VA, USA, 15.11.2013-17.11.2013. Association for the Advancement of Artificial, pp. 41-46. http://www.aaai.org/ocs/index.php/FSS/FSS13/paper/viewFile/7590/7506
Conference Paper (published)
Survival vs. Revenue: Modelling and Reasoning on Population Dynamics
Bracciali A, Caravagna G & Ullah A (2013) Survival vs. Revenue: Modelling and Reasoning on Population Dynamics. In: Wainer G, Mosterman P, Barros F & Zacharewicz G (eds.) DEVS 13 Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium. Symposium on Theory of Modeling and Simulation (TMS 2013), San Diego, CA, USA, 07.04.2013-10.04.2013. San Diego, CA, USA: Society for Computer Simulation International. http://www.tms-devs.org/
Conference Paper (published)
Revisiting Planarity in Position-Based Routing for Wireless Networks
Cairns D, Fayed M & Mouftah HT (2013) Revisiting Planarity in Position-Based Routing for Wireless Networks. In: Zheng J, Mitton N, Li J & Lorenz P (eds.) Ad Hoc Networks: 4th International ICST Conference, ADHOCNETS 2012, Paris, France, October 16-17, 2012, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 111. 4th International ICST Conference, ADHOCNETS 2012, Paris, France, 16.10.2012-17.10.2012. Berlin Heidelberg: Springer, pp. 87-102. http://link.springer.com/chapter/10.1007/978-3-642-36958-2_7#; https://doi.org/10.1007/978-3-642-36958-2_7
Conference Paper (published)
Conceptual clustering of documents for automatic ontology generation
Krishnan R, Hussain A & Sherimon PC (2013) Conceptual clustering of documents for automatic ontology generation. In: Liu D, Alippi C, Zhao D & Hussain A (eds.) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Science, 7888. 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, Beijing, China, 09.06.2013-11.06.2013. Berlin Heidelberg: Springer, pp. 235-244. http://link.springer.com/chapter/10.1007/978-3-642-38786-9_27#; https://doi.org/10.1007/978-3-642-38786-9_27
Conference Paper (published)
A basal ganglia inspired soft switching approach to the motion control of a car-like autonomous vehicle
Yang E, Hussain A & Gurney K (2013) A basal ganglia inspired soft switching approach to the motion control of a car-like autonomous vehicle. In: Liu D, Alippi C, Zhao D & Hussain A (eds.) Advances in Brain Inspired Cognitive Systems: 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Sci, 7888. 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, Beijing, China, 09.06.2013-11.06.2013. Berlin Heidelberg: Springer, pp. 245-254. http://link.springer.com/chapter/10.1007/978-3-642-38786-9_28#; https://doi.org/10.1007/978-3-642-38786-9_28
Conference Paper (published)
A Comparison of Acceptance Criteria for the Daily Car-Pooling Problem
Swan J, Drake J, Ozcan E, Goulding J & Woodward J (2013) A Comparison of Acceptance Criteria for the Daily Car-Pooling Problem. In: Gelenbe E & Lent R (eds.) Computer and Information Sciences III: 27th International Symposium on Computer and Information Sciences. 27th International Symposium on Computer and Information Sciences, Paris, France, 03.10.2012-04.10.2012. London: Springer, pp. 477-483. http://link.springer.com/chapter/10.1007%2F978-1-4471-4594-3_49; https://doi.org/10.1007/978-1-4471-4594-3_49
Website Content
CARE Measure
Swingler K, Duncan E & Murray J (2013) CARE Measure. 2013. http://www.caremeasure.org/
Article
On the net reproduction rate of continuous structured populations with distributed states at birth
Ackleh AS & Farkas JZ (2013) On the net reproduction rate of continuous structured populations with distributed states at birth. Computers and Mathematics with Applications, 66 (9), pp. 1685-1694. https://doi.org/10.1016/j.camwa.2013.04.010
Article
Advances in Telecare over The Past Ten Years
Turner KJ & McGee-Lennon M (2013) Advances in Telecare over The Past Ten Years. Smart Homecare Technology and Telehealth, 1 (1), pp. 21-34. http://www.dovepress.com/articles.php?article_id=14978; https://doi.org/10.2147/SHTT.S42674
Article
Special issue on image feature detection and description
Pang Y, Cao X, Zhang L & Hussain A (2013) Special issue on image feature detection and description. Neurocomputing, 120, pp. 1-3. http://www.scopus.com/inward/record.url?partnerID=yv4JPVwI&eid=2-s2.0-84874595196&md5=933a2facfdf28c95d596ed1edf560969; https://doi.org/10.1016/j.neucom.2013.02.036
Conference Paper (published)
Performance Evaluation of EpiChord Under High Churn
Chowdhury F & Kolberg M (2013) Performance Evaluation of EpiChord Under High Churn. In: Proceedings of the 8th ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks. PM2HW2N '13: 8th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, Barcelona, Spain, 03.11.2013-08.11.2013. New York, NY, USA: ACM, pp. 29-36. http://doi.acm.org/10.1145/2512840.2512845; https://doi.org/10.1145/2512840.2512845
Article
Effect of scanning and image reconstruction settings in X-ray computed microtomography on quality and segmentation of 3D soil images
Houston AN, Schmidt S, Tarquis AM, Otten W, Baveye PC & Hapca SM (2013) Effect of scanning and image reconstruction settings in X-ray computed microtomography on quality and segmentation of 3D soil images. Geoderma, 207-208, pp. 154-165. https://doi.org/10.1016/j.geoderma.2013.05.017
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Evolutionary crew scheduling with adaptive chromosomes
Shen Y, Peng K, Chen K & Li J (2013) Evolutionary crew scheduling with adaptive chromosomes. Transportation Research Part B: Methodological, 56, pp. 174-185. https://doi.org/10.1016/j.trb.2013.08.003
