Conference Paper (published)
Continuous time recurrent neural network model of recurrent collaterals in the hippocampus CA3 region
Shiva AS & Hussain A (2016) Continuous time recurrent neural network model of recurrent collaterals in the hippocampus CA3 region. In: Liu C, Hussain A, Luo B, Tan K, Zeng Y & Zhang Z (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2016. Lecture Notes in Computer Science, 10023. BICS2016: 8th International Conference on Brain-Inspired Cognitive System, Beijing, China, 28.11.2016-30.11.2016. Cham, Switzerland: Springer, pp. 343-354. https://doi.org/10.1007/978-3-319-49685-6_31
Conference Paper (published)
Modified cat swarm optimization for clustering
Razzaq S, Maqbool F & Hussain A (2016) Modified cat swarm optimization for clustering. In: Liu C, Hussain A, Luo B, Tan K, Zeng Y & Zhang Z (eds.) Advances in Brain Inspired Cognitive Systems. BICS 2016. Lecture Notes in Computer Science, 10023. BICS 2016: 8th International Conference on Brain-Inspired Cognitive Systems, Beijing, China, 28.11.2016-30.11.2016. Cham, Switzerland: Springer, pp. 161-170. https://doi.org/10.1007/978-3-319-49685-6_15
Conference Paper (published)
A Data Driven Approach to Audiovisual Speech Mapping
Abel A, Marxer R, Hussain A, Barker J, Watt R, Whitmer B & Derleth P (2016) A Data Driven Approach to Audiovisual Speech Mapping. In: Liu C, Hussain A, Luo B, Tan K, Zeng Y & Zhang Z (eds.) Advances in Brain Inspired Cognitive Systems. Lecture Notes in Computer Science, 10023. BICS 2016: International Conference on Brain Inspired Cognitive Systems, Beijing, China, 28.11.2016-30.11.2016. Cham, Switzerland: Springer, pp. 331-342. https://doi.org/10.1007/978-3-319-49685-6_30
Conference Paper (published)
Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-Heuristic
Hong L, Drake J, Woodward J & Ozcan E (2016) Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-Heuristic. In: GECCO '16 Proceedings of the Genetic and Evolutionary Computation Conference 2016. GECCO '16: Genetic and Evolutionary Computation Conference 2016, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 725-732. https://doi.org/10.1145/2908812.2908958
Article
Can Lionel Messi's brain slow down time passing?
Jafari S & Smith L (2016) Can Lionel Messi's brain slow down time passing?. Chronobiology International, 33 (4), pp. 462-463. https://doi.org/10.3109/07420528.2016.1154570
Article
A novel ontology and machine learning driven hybrid cardiovascular clinical prognosis as a complex adaptive clinical system
Farooq K & Hussain A (2016) A novel ontology and machine learning driven hybrid cardiovascular clinical prognosis as a complex adaptive clinical system. Complex Adaptive Systems Modeling, 4, Art. No.: 12. https://doi.org/10.1186/s40294-016-0023-x
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TCP Hollywood: An Unordered, Time-Lined, TCP for Networked Multimedia Applications
McQuistin S, Perkins C & Fayed M (2016) TCP Hollywood: An Unordered, Time-Lined, TCP for Networked Multimedia Applications. In: IFIP Networking Conference (IFIP Networking) and Workshops, 2016. IFIP Networking 2016 Conference, Vienna, Austria, 17.05.2016-19.05.2016. Piscataway, NJ, USA: IEEE, pp. 422-430. https://doi.org/10.1109/IFIPNetworking.2016.7497221
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Client-driven network-level QoE fairness for encrypted 'DASH-S'
Chen J, Ammar M, Fayed M & Fonseca R (2016) Client-driven network-level QoE fairness for encrypted 'DASH-S'. In: Internet-QoE 2016 - Proceedings of the 2016 ACM SIGCOMM Workshop on QoE-Based Analysis and Management of Data Communication Networks, Part of SIGCOMM 2016. Internet-QoE '16: 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, Florianopolis, Brazil, 22.08.2016-26.08.2016. New York: ACM, pp. 55-60. https://doi.org/10.1145/2940136.2940144
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Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching
Tran H, Cambria E & Hussain A (2016) Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching. Cognitive Computation, 8 (6), pp. 1074-1086. https://doi.org/10.1007/s12559-016-9418-4
Article
A decision support system for strategic maintenance planning in offshore wind farms
Li X, Ouelhadj D, Song X, Jones D, Wall G, Howell KE, Igwe P, Martin S, Song D & Pertin E (2016) A decision support system for strategic maintenance planning in offshore wind farms. Renewable Energy, 99, pp. 784-799. https://doi.org/10.1016/j.renene.2016.07.037
Conference Paper (published)
TCP Goes to Hollywood
McQuistin S, Perkins C & Fayed M (2016) TCP Goes to Hollywood. In: NOSSDAV '16 Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video. 26th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2016, Klagenfurt, Austria, 10.05.2016-13.05.2016. New York: ACM, pp. 25-30. https://doi.org/10.1145/2910642.2910648
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Evaluating automated goals for home care support
Lawrence J & Turner KJ (2016) Evaluating automated goals for home care support. Journal of Assistive Technologies, 10 (2), pp. 79-91. https://doi.org/10.1108/JAT-01-2016-0001
Conference Paper (published)
A Targeted Estimation of Distribution Algorithm Compared to Traditional Methods in Feature Selection
Neumann G & Cairns D (2016) A Targeted Estimation of Distribution Algorithm Compared to Traditional Methods in Feature Selection. In: Madani K, Dourado A, Rosa A, Filipe J & Kacprzyk J (eds.) Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2013, Vilamoura, Portugal, September 20-22, 2013. Studies in Computational Intelligence, 613. 5th International Joint Conference on Computational Intellegience, IJCCI 2013, Vilamoura, Portugal, 20.09.2013-22.09.2013. Cham, Switzerland: Springer, pp. 83-103. http://link.springer.com/chapter/10.1007/978-3-319-23392-5_5; https://doi.org/10.1007/978-3-319-23392-5_5
Conference Paper (published)
Opening the Black Box: Analysing MLP Functionality Using Walsh Functions
Swingler K (2016) Opening the Black Box: Analysing MLP Functionality Using Walsh Functions. In: Merelo J, Rosa A, Cadenas J, Dourado A, Madani K & Filipe J (eds.) Computational Intelligence. Studies in Computational Intelligence, 620. International Joint Conference on Computational Intelligence (IJCCI) 2014, Rome, Italy, 22.10.2014-24.10.2014. Cham, Switzerland: Springer, pp. 303-323. https://doi.org/10.1007/978-3-319-26393-9_18
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)
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)
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)
The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration
Ochoa G, Veerapen N, Whitley D & Burke E (2016) The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration. In: Bonnevay S, Legrand P, Monmarché N, Lutton E & Schoenauer M (eds.) Artificial Evolution: 12th International Conference, Evolution Artificielle, EA 2015, Lyon, France, October 26-28, 2015. Revised Selected Papers. Lecture Notes in Computer Science, 9554. International Conference on Artificial Evolution (EA-2015), Lyon, France, 26.10.2015-28.10.2015. Cham, Switzerland: Springer, pp. 1-13. https://doi.org/10.1007/978-3-319-31471-6_1
Conference Paper (published)
Mining Markov Network Surrogates for Value-Added Optimisation
Brownlee A (2016) Mining Markov Network Surrogates for Value-Added Optimisation. In: Friedrich T (ed.) GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Genetic and Evolutionary Computation Conference GECCO’16, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 1267-1274. https://doi.org/10.1145/2908961.2931711
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
Article
A Stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models
Scott E, Serpetti N, Steenbeek J & Heymans JJ (2016) A Stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models. SoftwareX, 5, pp. 25-30. https://doi.org/10.1016/j.softx.2016.02.002
Thesis
The Role of Walsh Structure and Ordinal Linkage in the Optimisation of Pseudo-Boolean Functions under Monotonicity Invariance
Christie LA (2016) The Role of Walsh Structure and Ordinal Linkage in the Optimisation of Pseudo-Boolean Functions under Monotonicity Invariance. Doctor of Philosophy. Robert Gordon University.
Article
Editorial for the Special Issue on Combinatorial Optimization Problems
Chicano F, Blum C & Ochoa G (2016) Editorial for the Special Issue on Combinatorial Optimization Problems. Evolutionary Computation, 24 (4), pp. 573-575. https://doi.org/10.1162/EVCO_e_00192
Thesis
Mixed Order Hyper-Networks for Function Approximation and Optimisation
Swingler K (2016) Mixed Order Hyper-Networks for Function Approximation and Optimisation. Doctor of Philosophy. University of Stirling. http://hdl.handle.net/1893/25349
Article
Can Lionel Messi’s brain slow down time passing?
Jafari S & Smith L (2016) Can Lionel Messi’s brain slow down time passing?. Chronobiology International, 33 (4), pp. 462-463. https://doi.org/10.3109/07420528.2016.1154570
Conference Paper (published)
Implementing Real-Time Transport Services over an Ossified Network
McQuistin S, Perkins C & Fayed M (2016) Implementing Real-Time Transport Services over an Ossified Network. In: ANRW '16 Proceedings of the 2016 Applied Networking Research Workshop. ANRW '16 - Applied Networking Research Workshop 2016, Berlin, Germany, 16.07.2016-16.07.2016. New York: ACM, pp. 81-87. https://doi.org/10.1145/2959424.2959443
Article
Predicting the potential for natural recovery of Atlantic salmon (Salmo salar L.) populations following the introduction of Gyrodactylus salaris Malmberg, 1957 (Monogenea)
Denholm SJ, Hoyle A, Shinn A, Paladini G, Taylor NGH & Norman R (2016) Predicting the potential for natural recovery of Atlantic salmon (Salmo salar L.) populations following the introduction of Gyrodactylus salaris Malmberg, 1957 (Monogenea). PLoS ONE, 11 (12), Art. No.: e0169168. https://doi.org/10.1371/journal.pone.0169168
Newspaper / Magazine
Food security and why Christmas dinner is in peril
Norman R (2016) Food security and why Christmas dinner is in peril. The Conversation. 21.12.2016. https://theconversation.com/food-security-and-why-christmas-dinner-is-in-peril-70689
Conference Paper (published)
An exploratory case study of interactive simulation for teaching Ecology
Ameerbakhsh O, Maharaj S, Hussain A, Paine CET & Taiksi S (2016) An exploratory case study of interactive simulation for teaching Ecology. In: 2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET). ITHET 2016: 15th International Conference on Information Technology Based Higher Education and Training, Istanbul, Turkey, 08.09.2016-10.09.2016. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/ITHET.2016.7760725
Article
Optimising Antibiotic Usage to Treat Bacterial Infections
Paterson IK, Hoyle A, Ochoa G, Baker-Austin C & Taylor NGH (2016) Optimising Antibiotic Usage to Treat Bacterial Infections. Scientific Reports, 6, Art. No.: 37853. https://doi.org/10.1038/srep37853
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Distributed Reservoir Computing with Sparse Readouts
Scardapane S, Panella M, Comminiello D, Hussain A & Uncini A (2016) Distributed Reservoir Computing with Sparse Readouts. IEEE Computational Intelligence Magazine, 11 (4), pp. 59-70. https://doi.org/10.1109/MCI.2016.2601759
Conference Paper (published)
From cells as computation to cells as apps
Bracciali A, Cataldo E, Damiano L, Felicioli C, Marangoni R & Stano P (2016) From cells as computation to cells as apps. In: Gadducci F & Tavosanis M (eds.) History and Philosophy of Computing: Third International Conference, HaPoC 2015, Pisa, Italy, October 8-11, 2015, Revised Selected Papers. IFIP Advances in Information and Communication Technology, 487. Third International Conference on the History and Philosophy of Computing (HaPoC 2015), Pisa, Italy, 08.10.2015-11.10.2015. Cham, Switzerland: Springer, pp. 116-130. https://doi.org/10.1007/978-3-319-47286-7_8
Article
Global motion compensated visual attention-based video watermarking
Oakes M, Bhowmik D & Abhayaratne C (2016) Global motion compensated visual attention-based video watermarking. Journal of Electronic Imaging, 25 (6), Art. No.: 061624. https://doi.org/10.1117/1.jei.25.6.061624
Article
Analysis of physical pore space characteristics of two pyrolytic biochars and potential as microhabitat
Schnee LS, Knauth S, Hapca S, Otten W & Eickhorst T (2016) Analysis of physical pore space characteristics of two pyrolytic biochars and potential as microhabitat. Plant and Soil, 408 (1-2), pp. 357-368. https://doi.org/10.1007/s11104-016-2935-9
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
Article
A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair
Kaiser MS, Chowdhury ZI, Mamun SA, Hussain A & Mahmud M (2016) A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair. Cognitive Computation, 8 (5), pp. 946-954. https://doi.org/10.1007/s12559-016-9398-4
Article
Biologically Inspired Progressive Enhancement Target Detection from Heavy Cluttered SAR Images
Gao F, Ma F, Zhang Y, Wang J, Sun J, Yang E & Hussain A (2016) Biologically Inspired Progressive Enhancement Target Detection from Heavy Cluttered SAR Images. Cognitive Computation, 8 (5), pp. 955-966. https://doi.org/10.1007/s12559-016-9405-9
Article
Advances in Brain-Inspired Cognitive Systems
Luo B, Hussain A, Mahmud M & Tang J (2016) Advances in Brain-Inspired Cognitive Systems. Cognitive Computation, 8 (5), pp. 795-796. https://doi.org/10.1007/s12559-016-9431-7
Article
Heuristic search for the coupled runway sequencing and taxiway routing problem
Benlic U, Brownlee A & Burke EK (2016) Heuristic search for the coupled runway sequencing and taxiway routing problem. Transportation Research Part C: Emerging Technologies, 71, pp. 333-355. https://doi.org/10.1016/j.trc.2016.08.004
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Towards a Biologically Inspired Soft Switching Approach for Cloud Resource Provisioning
Ullah A, Li J, Hussain A & Yang E (2016) Towards a Biologically Inspired Soft Switching Approach for Cloud Resource Provisioning. Cognitive Computation, 8 (5), pp. 992-1005. https://doi.org/10.1007/s12559-016-9391-y
Article
Comparing Oversampling Techniques to Handle the Class Imbalance Problem: A Customer Churn Prediction Case Study
Amin A, Anwar S, Adnan A, Nawaz M, Howard N, Qadir J, Hawalah AYA & Hussain A (2016) Comparing Oversampling Techniques to Handle the Class Imbalance Problem: A Customer Churn Prediction Case Study. IEEE Access, 4, pp. 7940-7957. https://doi.org/10.1109/access.2016.2619719
Newspaper / Magazine
Ada Lovelace blazed a trail in science – we need more women to follow in her footsteps
Shankland C (2016) Ada Lovelace blazed a trail in science – we need more women to follow in her footsteps. The Conversation. 11.10.2016. https://theconversation.com/ada-lovelace-blazed-a-trail-in-science-we-need-more-women-to-follow-in-her-footsteps-66661
Article
Structure Discovery in Mixed Order Hyper Networks
Swingler K (2016) Structure Discovery in Mixed Order Hyper Networks. Big Data Analytics, 1 (1), Art. No.: 8. https://doi.org/10.1186/s41044-016-0009-x
Article
A Multi-Agent Based Cooperative Approach to Scheduling and Routing
Martin S, Ouelhadj D, Beullens P, Ozcan E, Juan AA & Burke EK (2016) A Multi-Agent Based Cooperative Approach to Scheduling and Routing. European Journal of Operational Research, 254 (1), pp. 169-178. https://doi.org/10.1016/j.ejor.2016.02.045
Article
A comparison of approaches to stepwise regression on variables sensitivities in building simulation and analysis
Wang M, Wright J, Brownlee A & Buswell R (2016) A comparison of approaches to stepwise regression on variables sensitivities in building simulation and analysis. Energy and Buildings, 127, pp. 313-326. https://doi.org/10.1016/j.enbuild.2016.05.065
Conference Paper (published)
Process Algebra with Layers: A Language for Multi-scale Integration Modelling, Illustrated by a Cell Cycle and DNA Damage Case Study
Scott E, Hoyle A & Shankland C (2016) Process Algebra with Layers: A Language for Multi-scale Integration Modelling, Illustrated by a Cell Cycle and DNA Damage Case Study. In: Bracciali A & Caravagna G (eds.) Proceedings of Computational Intelligence Methods for Bioinformatics and Biostatistics. 13th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics, Stirling, 01.09.2016-03.09.2016. Stirling: University of Stirling, pp. 240-246. http://www.cs.stir.ac.uk/events/cibb2016/index.html
Conference Paper (published)
Learning latent features with infinite non-negative binary matrix tri-factorization
Yang X, Huang K, Zhang R & Hussain A (2016) Learning latent features with infinite non-negative binary matrix tri-factorization. In: Hirose A, Ozawa S, Doya K, Ikeda K, Lee M & Liu D (eds.) Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part I. Lecture Notes in Computer Science, 9947. ICONIP 2016: 23rd International Conference on Neural Information Processing, Kyoto, Japan, 16.10.2016-21.10.2016. Cham, Switzerland: Springer, pp. 587-596. https://doi.org/10.1007/978-3-319-46687-3_65
Conference Paper (published)
PWHATSHAP: efficient haplotyping for future generation sequencing
Bracciali A, Aldinucci M, Patterson M, Marschall T, Pisanti N, Merelli I & Torquati M (2016) PWHATSHAP: efficient haplotyping for future generation sequencing. In: Nonis A, Di Serio C, Lio' P, Tagliaferri R & Rizzo R (eds.) volume 17. 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2014), Cambridge, UK, 26.06.2014-28.06.2014. BioMed Central. http://www.cussb.unisr.it/cibb2014/; https://doi.org/10.1186/s12859-016-1170-y
Article
HPC-GAP: engineering a 21st-century high-performance computer algebra system
Behrends R, Hammond K, Janjic V, Konovalov A, Linton S, Loidl H, Maier P & Trinder P (2016) HPC-GAP: engineering a 21st-century high-performance computer algebra system. Concurrency and Computation: Practice and Experience, 28 (13), pp. 3606-3636. https://doi.org/10.1002/cpe.3746
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
A New Spatio-Temporal Saliency-Based Video Object Segmentation
Tu Z, Abel A, Zhang L, Luo B & Hussain A (2016) A New Spatio-Temporal Saliency-Based Video Object Segmentation. Cognitive Computation, 8 (4), pp. 629-647. https://doi.org/10.1007/s12559-016-9387-7
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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
Article
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques
Dashtipour K, Poria S, Hussain A, Cambria E, Hawalah AYA, Gelbukh A & Zhou Q (2016) Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cognitive Computation, 8 (4), pp. 757-771. https://doi.org/10.1007/s12559-016-9415-7
Article
From Spin to Swindle: Identifying Falsification in Financial Text
Minhas S & Hussain A (2016) From Spin to Swindle: Identifying Falsification in Financial Text. Cognitive Computation, 8 (4), pp. 729-745. https://doi.org/10.1007/s12559-016-9413-9
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A Compact Digital Gamma-tone Filter Processor
Rojo-Hernandez A, Sanchez-Rivera G, Avalos-Ochoa G, Perez-Meana H & Smith LS (2016) A Compact Digital Gamma-tone Filter Processor. Microprocessors and Microsystems, 45 (Part A), pp. 216-225. https://doi.org/10.1016/j.micpro.2016.05.010
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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
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Opportunistic native multicast under churn
Alwadani D, Kolberg M & Buford J (2016) Opportunistic native multicast under churn. In: Proceedings of 2016 SAI Computing Conference, SAI 2016. 2016 SAI Computing Conference (SAI), London, 13.07.2016-15.07.2016. Piscataway, NJ, USA: IEEE, pp. 644-648. https://doi.org/10.1109/SAI.2016.7556050
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Communities of Local Optima as Funnels in Fitness Landscapes
Herrmann S, Ochoa G & Rothlauf F (2016) Communities of Local Optima as Funnels in Fitness Landscapes. In: Friedrich T (ed.) Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016. GECCO 16: Genetic and Evolutionary Computation Conference 2016, Denver, CO, USA, 20.07.2016-24.07.2016. New York: ACM, pp. 325-331. https://doi.org/10.1145/2908812.2908818
Newspaper / Magazine
Why everyone should have to learn computer programming
Woodward J & Fayed M (2016) Why everyone should have to learn computer programming. The Conversation. 13.07.2016. https://theconversation.com/why-everyone-should-have-to-learn-computer-programming-62328
Other
Who will be first to get Gold?
Shankland C (2016) Who will be first to get Gold?. ITNOW, 58 (2), pp. 14-15. http://itnow.oxfordjournals.org/content/58/2/14.abstract
Article
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis
Ofek N, Poria S, Rokach L, Cambria E, Hussain A & Shabtai A (2016) Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis. Cognitive Computation, 8 (3), pp. 467-477. http://link.springer.com/article/10.1007/s12559-015-9375-3; https://doi.org/10.1007/s12559-015-9375-3
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Grammar-based generation of variable-selection heuristics for constraint satisfaction problems
Sosa-Ascencio A, Ochoa G, Terashima-Marin H & Conant-Pablos SE (2016) Grammar-based generation of variable-selection heuristics for constraint satisfaction problems. Genetic Programming and Evolvable Machines, 17 (2), pp. 119--144. https://doi.org/10.1007/s10710-015-9249-1
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Computing Nash Equilibria and Evolutionarily Stable States of Evolutionary Games
Li J, Kendall G & John R (2016) Computing Nash Equilibria and Evolutionarily Stable States of Evolutionary Games. IEEE Transactions on Evolutionary Computation, 20 (3), pp. 460-469. https://doi.org/10.1109/TEVC.2015.2490076
Presentation / Talk
Gamification for public engagement with invasive tree pests and diseases
Maharaj S, Jones G, Greene P & Docherty C (2016) Gamification for public engagement with invasive tree pests and diseases. First International European Citizen Science Association (ESCA) Conference 2016: Citizen Science - Innovation in Open Science, Society and Policy, Berlin, 19.05.2016-21.05.2016.
Article
Exploring conflicts in rule-based Sensor Networks
Magill E & Blum J (2016) Exploring conflicts in rule-based Sensor Networks. Pervasive and Mobile Computing, 27, pp. 133-154. https://doi.org/10.1016/j.pmcj.2015.08.005
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Pointwise and pairwise clothing annotation: combining features from social media
Nogueira K, Veloso AA & dos Santos JA (2016) Pointwise and pairwise clothing annotation: combining features from social media. Multimedia Tools and Applications, 75 (7), pp. 4083-4113. https://doi.org/10.1007/s11042-015-3087-2
Article
Mapping the spatial distribution and activity of 226Ra at legacy sites through Machine Learning interpretation of gamma-ray spectrometry data
Varley A, Tyler A, Smith L, Dale P & Davies M (2016) Mapping the spatial distribution and activity of 226Ra at legacy sites through Machine Learning interpretation of gamma-ray spectrometry data. Science of the Total Environment, 545-546, pp. 654-661. https://doi.org/10.1016/j.scitotenv.2015.10.112
Article
A Probabilistic Model for Vehicle Scheduling Based on Stochastic Trip Times
Shen Y, Xu J & Li J (2016) A Probabilistic Model for Vehicle Scheduling Based on Stochastic Trip Times. Transportation Research - Part B - Methodological, 85, pp. 19-31. https://doi.org/10.1016/j.trb.2015.12.016
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
A bio-economic 'war game' model to simulate plant disease incursions and test response strategies at the landscape scale
Cook D, Aurambout J, Villalta O, Liu S, Edwards J & Maharaj S (2016) A bio-economic 'war game' model to simulate plant disease incursions and test response strategies at the landscape scale. Food Security, 8 (1), pp. 37-48. https://doi.org/10.1007/s12571-015-0524-z
Article
A Power-Efficient Capacitive Read-Out Circuit with Parasitic-Cancellation for MEMS Cochlea Sensors
Wang S, Koickal TJ, Hamilton A, Mastropaolo E, Cheung R, Abel A, Smith L & Wang L (2016) A Power-Efficient Capacitive Read-Out Circuit with Parasitic-Cancellation for MEMS Cochlea Sensors. IEEE Transactions on Biomedical Circuits and Systems, 10 (1), pp. 25-37. https://doi.org/10.1109/TBCAS.2015.2403251
Article
Structured Peer-to-Peer Overlay Deployment on MANET: A Survey
Al Mojamed M & Kolberg M (2016) Structured Peer-to-Peer Overlay Deployment on MANET: A Survey. Computer Networks, 96, pp. 29-47. https://doi.org/10.1016/j.comnet.2015.12.007
Article
A Digital Repository and Execution Platform for Interactive Scholarly Publications in Neuroscience
Hodge V, Jessop M, Fletcher M, Weeks M, Turner A, Jackson T, Ingram C, Smith L & Austin J (2016) A Digital Repository and Execution Platform for Interactive Scholarly Publications in Neuroscience. Neuroinformatics, 14 (1), pp. 23-40. https://doi.org/10.1007/s12021-015-9276-3
Article
Fusing audio, visual and textual clues for sentiment analysis from multimodal content
Poria S, Cambria E, Howard N, Huang G & Hussain A (2016) Fusing audio, visual and textual clues for sentiment analysis from multimodal content. Neurocomputing, 174 (A), pp. 50-59. https://doi.org/10.1016/j.neucom.2015.01.095
Article
An online generalized eigenvalue version of Laplacian Eigenmaps for visual big data
Malik Z, Hussain A & Wu J (2016) An online generalized eigenvalue version of Laplacian Eigenmaps for visual big data. Neurocomputing, 173 (Part 2), pp. 127-136. https://doi.org/10.1016/j.neucom.2014.12.119
Book Chapter
Validation of Decentralised Smart Contracts Through Game Theory and Formal Methods
Bigi G, Bracciali A, Meacci G & Tuosto E (2015) Validation of Decentralised Smart Contracts Through Game Theory and Formal Methods. In: Bodei C, Ferrari G & Priamo C (eds.) Programming Languages with Applications to Biology and Security: Essays Dedicated to Pierpaolo Degano on the Occasion of His 65th Birthday. Lecture Notes in Computer Science, 9465. Cham, Switzerland: Springer, pp. 142-161. http://link.springer.com/chapter/10.1007/978-3-319-25527-9_11
Poster
Towards modeling modular clocks for synthetic systems
Bracciali A, Gammuto L & Marangoni R (2015) Towards modeling modular clocks for synthetic systems., 2015. http://www.cs.stir.ac.uk/~abb/papers/2015_wivace_clock_poster.pdf
Conference Paper (published)
A Hybrid Genetic Algorithm for a Two-Stage Stochastic Portfolio Optimization With Uncertain Asset Prices
Cui T, Bai R, Parkes AJ, He F, Qu R & Li J (2015) A Hybrid Genetic Algorithm for a Two-Stage Stochastic Portfolio Optimization With Uncertain Asset Prices. In: 2015 IEEE Congress on Evolutionary Computation (CEC). 2015 IEEE Congress on Evolutionary Computation (CEC2015), Sendai, Japan. Piscataway, NJ, USA: IEEE, pp. 2518-2525. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7257198&tag=1; https://doi.org/10.1109/CEC.2015.7257198
Authored Book
Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis
Cambria E & Hussain A (2015) Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis. Socio-Affective Computing, 1. Cham, Switzerland: Springer International Publishing. http://www.springer.com/us/book/9783319236537
Conference Paper (published)
High-Performance Haplotype Assembly
Aldinucci M, Bracciali A, Marschall T, Patterson M, Pisanti N & Torquati M (2015) High-Performance Haplotype Assembly. In: Serio C, Lio P, Nonis A & Tagliaferri R (eds.) Computational Intelligence Methods for Bioinformatics and Biostatistics: 11th International Meeting, CIBB 2014, Cambridge, UK, June 26-28, 2014, Revised Selected Papers. Lecture Notes in Computer Science, 8623. 11th International Meeting, CIBB 2014, Cambridge, 26.06.2014-28.06.2014. Cham, Switzerland: Springer, pp. 245-258. https://doi.org/10.1007/978-3-319-24462-4_21
Conference Paper (published)
An Agent-Based Approach for Modelling Peer to Peer Networks
Alharbi H & Hussain A (2015) An Agent-Based Approach for Modelling Peer to Peer Networks. In: Proceedings - UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, UKSim 2015. UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, UKSim 2015, Cambridge, UK, 25.03.2017-27.03.2017. New York: IEEE, pp. 532-537. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7576597; https://doi.org/10.1109/UKSim.2015.47
Conference Paper (published)
A Multi-Objective Simulated Annealing for Bus Driver Rostering
Peng K, Shen Y & Li J (2015) A Multi-Objective Simulated Annealing for Bus Driver Rostering. In: Gong M, Pan L, Song T, Tang K & Zhang X (eds.) Bio-Inspired Computing -- Theories and Applications: 10th International Conference, BIC-TA 2015 Hefei, China, September 25-28, 2015, Proceedings. Communications in Computer and Information Science, 562. 2015 International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA2015), Hefei, China, 25.09.2015-28.09.2015. Berlin: Springer, pp. 315-330. http://link.springer.com/chapter/10.1007/978-3-662-49014-3_29; https://doi.org/10.1007/978-3-662-49014-3_29
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
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)
Generating Easy and Hard Problems using the Proximate Optimality Principle
McCall J, Christie LA & Brownlee A (2015) Generating Easy and Hard Problems using the Proximate Optimality Principle. In: Silva S (ed.) Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. 2015 Annual Conference on Genetic and Evolutionary Computation, Madrid, Spain, 11.07.2015-15.07.2015. New York: ACM, pp. 767-768. http://dl.acm.org/citation.cfm?id=2764890; https://doi.org/10.1145/2739482.2764890
Conference Paper (published)
Towards Improved Vehicle Arrival Time Prediction in Public Transportation: Integrating SUMO and Kalman Filter Models
Abidin AF & Kolberg M (2015) Towards Improved Vehicle Arrival Time Prediction in Public Transportation: Integrating SUMO and Kalman Filter Models. In: 2015 17th UKSIM-AMSS International Conference on Modelling and Simulation. 17th Intl Conference on Modelling and Simulation, UKSim 2015, IEEE, March 2015, Cambridge, 25.03.2015-27.03.2015. Washington DC, USA: IEEE Computer Society, pp. 147-152. http://uksim2015.info/
Conference Paper (published)
An Evaluation of Opportunistic Native Multicast
Alwadani D, Kolberg M & Buford J (2015) An Evaluation of Opportunistic Native Multicast. In: IEEE CAMAD 2015: Proceedings of the 20th IEEE Workshop on Computer Aided Modelling and Design of Communication Links and Networks. 20th IEEE Workshop on Computer Aided Modelling and Design of Communication Links and Networks (IEEE CAMAD) 2015, 07.09.2015-09.09.2015. Piscataway, NJ, USA: IEEE, pp. 170-174. https://doi.org/10.1109/CAMAD.2015.7390503
Conference Paper (published)
Performance evaluation of OnehopMANET
Al Mojamed M & Kolberg M (2015) Performance evaluation of OnehopMANET. In: 2015 Science and Information Conference (SAI). 2015 Science and Information Conference (SAI), London, 28.07.2015-30.07.2015. Washington DC, USA: IEEE Computer Society, pp. 1028-1032. https://doi.org/10.1109/SAI.2015.7237268
Book Chapter
Integrating Twitter Traffic Information with Kalman Filter Models for Public Transportation Vehicle Arrival Time Prediction
Abidin AF, Kolberg M & Hussain A (2015) Integrating Twitter Traffic Information with Kalman Filter Models for Public Transportation Vehicle Arrival Time Prediction. In: Trovati M, Hill R, Anjum A, Zhu S & Liu L (eds.) Big-Data Analytics and Cloud Computing: Theory, Algorithms and Applications. Cham, Switzerland: Springer, pp. 67-82. https://doi.org/10.1007/978-3-319-25313-8_5
Article
Protection motivation theory and social distancing behaviour in response to a simulated infectious disease epidemic
Williams L, Rasmussen S, Kleczkowski A, Maharaj S & Cairns N (2015) Protection motivation theory and social distancing behaviour in response to a simulated infectious disease epidemic. Psychology, Health and Medicine, 20 (7), pp. 832-837. https://doi.org/10.1080/13548506.2015.1028946
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
