Conference Paper (published)
Metaheuristic Design Pattern: Surrogate Fitness Functions
Brownlee A, Woodward J & Swan J (2016) Metaheuristic Design Pattern: Surrogate Fitness Functions. In: Silva S (ed.) GECCO Companion '15 Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. GECCO 2015: Annual Conference on Genetic and Evolutionary Computation, Madrid, Spain, 11.07.2015-15.07.2015. New York: ACM, pp. 1261-1264. https://doi.org/10.1145/2739482.2768499
Conference Paper (published)
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
Conference Paper (published)
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
Newspaper Article
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
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
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
Article
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
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
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
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
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
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
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)
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
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)
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)
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)
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)
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)
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
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 (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
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
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
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
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
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
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
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
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 Article
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
Conference Paper (published)
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?
Penatti OAB, Nogueira K & dos Santos JA (2015) Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?. In: 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2015, Boston, MA, USA, 07.06.2015-12.06.2015. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/cvprw.2015.7301382
Article
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
Newspaper Article
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
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
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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
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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
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Towards an intelligent framework for multimodal affective data analysis
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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
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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
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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
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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
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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
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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
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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
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High-Performance Computer Algebra: A Hecke Algebra Case Study
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
