Conference Paper (published)
Sparse interpolation, the FFT algorithm and FIR filters
Briani M, Cuyt A & Lee W (2017) Sparse interpolation, the FFT algorithm and FIR filters. In: Gerdt V, Koepf W, Seiler W & Vorozhtsov E (eds.) Computer Algebra in Scientific Computing - 19th International Workshop, CASC 2017, Beijing, China, September 18-22, 2017, Proceedings. Lecture Notes in Computer Science (LNCS), 10490. 19th International Workshop on Computer Algebra in Scientific Computing, Beijing, China, 18.09.2017-22.09.2017. Cham, Switzerland: Springer International Publishing, pp. 27-39. https://doi.org/10.1007/978-3-319-66320-3
Conference Paper (published)
High-dimensional simplexes for supermetric search
Connor R, Vadicamo L & Rabitti F (2017) High-dimensional simplexes for supermetric search. In: Beecks C, Borutta F, Kröger P & Seidl T (eds.) Similarity Search and Applications. SISAP 2017. Lecture Notes in Computer Science, 10609. Similarity Search and Applications 10th International Conference, SISAP 2017, Munich, 04.10.2017-06.10.2017. Cham, Switzerland: Springer, pp. 96-109. https://doi.org/10.1007/978-3-319-68474-1_7
Book Chapter
A Flexible Toolkit for Evaluating Person-Centred Digital Health and Wellness at Scale
McGee-Lennon M, Bouamrane M, Grieve E, O’Donnell CA, O’Connor S, Agbakoba R, Devlin AM, Barry S, Bikker A, Finch T & Mair FS (2017) A Flexible Toolkit for Evaluating Person-Centred Digital Health and Wellness at Scale. In: Advances in Human Factors and Ergonomics in Healthcare. Advances in Intelligent Systems and Computing, Vol 482. Cham: Springer International Publishing, pp. 105-118. https://doi.org/10.1007/978-3-319-41652-6_11
Article
Land cover changes detection in polarimetric SAR data using algebra, similarity and distance based methods
Najafi A, Hasanlou M & Akbari V (2017) Land cover changes detection in polarimetric SAR data using algebra, similarity and distance based methods. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-4/W4, pp. 195--200. https://isprs-archives.copernicus.org/articles/XLII-4-W4/195/2017/; https://doi.org/10.5194/isprs-archives-XLII-4-W4-195-2017
Conference Paper (published)
The use of predictive models in dynamic treatment planning
Haraldsson S, Brynjolfsdottir RD, Woodward J, Siggeirsdottir K & Gudnason V (2017) The use of predictive models in dynamic treatment planning. In: 2017 IEEE Symposium on Computers and Communications (ISCC). IEEE Symposium on Computers and Communications (ISCC 2017), Heraklion, Greece, 03.07.2017-06.07.2017. Piscataway, NJ, USA: IEEE, pp. 242-247. https://doi.org/10.1109/ISCC.2017.8024536
Conference Paper (unpublished)
Iceberg detection in open water and sea ice using C-band radar polarimetry
Akbari V & Brekke C (2017) Iceberg detection in open water and sea ice using C-band radar polarimetry. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, 23.07.2017-28.07.2017. https://doi.org/10.1109/igarss.2017.8127449
Edited Proceedings
Preventing Frail and Elderly Hospital Admissions: Developing an Evaluation Framework for the "Closer to Home" Quality Improvement Programme in NHS Forth Valley
(2017) Preventing Frail and Elderly Hospital Admissions: Developing an Evaluation Framework for the "Closer to Home" Quality Improvement Programme in NHS Forth Valley. DH '17: International Conference on Digital Health, London United Kingdom, 02.07.2017-05.07.2017. ACM. https://doi.org/10.1145/3079452.3079481
Conference Paper (published)
Exploring Fitness and Edit Distance of Mutated Python Programs
Haraldsson S, Woodward J, Brownlee A & Cairns D (2017) Exploring Fitness and Edit Distance of Mutated Python Programs. In: McDermott J, Castelli M, Sekanina L, Haasdijk E & García-Sánchez P (eds.) Genetic Programming: 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings. Lecture Notes in Computer Science, 10196. EuroGP 2017: Genetic Programming, Amsterdam, The Netherlands, 19.04.2017-21.04.2017. Cham: Springer International Publishing, pp. 19-34. https://doi.org/10.1007/978-3-319-55696-3_2
Article
Readiness for Delivering Digital Health at Scale: Lessons From a Longitudinal Qualitative Evaluation of a National Digital Health Innovation Program in the United Kingdom
Lennon MR, Bouamrane M, Devlin AM, O'Connor S, O'Donnell C, Chetty U, Agbakoba R, Bikker A, Grieve E, Finch T, Watson N, Wyke S & Mair FS (2017) Readiness for Delivering Digital Health at Scale: Lessons From a Longitudinal Qualitative Evaluation of a National Digital Health Innovation Program in the United Kingdom. Journal of Medical Internet Research, 19 (2), Art. No.: e42. https://doi.org/10.2196/jmir.6900
Conference Paper (published)
A new fast large neighbourhood search for service network design with asset balance constraints
Bai R, Woodward J & Subramanian N (2017) A new fast large neighbourhood search for service network design with asset balance constraints. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06.12.2016-09.12.2016. Piscataway, NJ, USA: Institute of Electrical and Electronic Engineers, Inc. https://doi.org/10.1109/SSCI.2016.7850084
Conference Paper (published)
Genetic optimization of fuzzy membership functions for cloud resource provisioning
Ullah A, Li J, Hussain A & Shen Y (2017) Genetic optimization of fuzzy membership functions for cloud resource provisioning. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06.12.2016-09.12.2016. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/SSCI.2016.7850088
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)
Variable Neighbourhood Search: A Case Study for a Highly-Constrained Workforce Scheduling Problem
Reid KN, Li J, Swan J, McCormick A & Owusu G (2016) Variable Neighbourhood Search: A Case Study for a Highly-Constrained Workforce Scheduling Problem. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE SSCI 2016: IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06.12.2016-09.12.2016. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/SSCI.2016.7850087
Article
Implementation factors affecting the large-scale deployment of digital health and well-being technologies: A qualitative study of the initial phases of the ‘Living-It-Up’ programme
Agbakoba R, McGee-Lennon M, Bouamrane M, Watson N & Mair FS (2016) Implementation factors affecting the large-scale deployment of digital health and well-being technologies: A qualitative study of the initial phases of the ‘Living-It-Up’ programme. Health Informatics Journal, 22 (4), pp. 867-877. https://doi.org/10.1177/1460458215594651
Article
Visual Attention-Based Image Watermarking
Bhowmik D, Oakes M & Abhayaratne C (2016) Visual Attention-Based Image Watermarking. IEEE Access, 4, pp. 8002-8018. https://doi.org/10.1109/access.2016.2627241
Conference Paper (published)
Sparse interpolation and rational approximation
Cuyt A & Lee W (2016) Sparse interpolation and rational approximation. In: Hardin D, Lubinsky D & Simanek B (eds.) Modern Trends in Constructive Function Theory. Contemporary Mathematics, 661. Constructive Functions 2014 - Conference in Honor of Ed Saff's 70th Birthday, Nashville, TN, USA, 26.05.2014-30.05.2014. Providence, RI, USA: American Mathematical Society, pp. 229-242. https://bookstore.ams.org/conm-661
Other
Sparse Modelling and Multi-exponential Analysis
Cuyt A, Labahn G, Sidi A & Lee W (2016) Sparse Modelling and Multi-exponential Analysis. Dagstuhl Seminar 15251, Wadern, Germany Dagstuhl Reports, 6 (6), pp. 48-69. https://doi.org/10.4230/DagRep.5.6.48
Conference Paper (published)
A short-time Prony method for the detection of transients
Cuyt A, Lee W & Tsai M (2016) A short-time Prony method for the detection of transients. In: Papadrakakis M, Papadopoulos V, Stefanou G & Plevris V (eds.) ECCOMAS Congress 2016 - VII European Congress on Computational Methods in Applied Sciences and Engineering Proceedings. VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016), Crete Island, Greece, 05.06.2016-10.06.2016. Athens, Greece: Institute of Structural Analysis and Antiseismic Research, National Technical University of Athens, pp. 4313-4321. https://www.eccomas2016.org/proceedings/pdf/7676.pdf
Article
On tensor decomposition, sparse interpolation and Padé approximation
Cuyt A, Lee W & Yang X (2016) On tensor decomposition, sparse interpolation and Padé approximation. Jaen Journal on Approximation, 8 (1), pp. 33-58. http://www.ujaen.es/revista/jja/pdf/pre/jja-0008-01-16-3.pdf
Article
Quality Scalability Aware Watermarking for Visual Content
Bhowmik D & Abhayaratne C (2016) Quality Scalability Aware Watermarking for Visual Content. IEEE Transactions on Image Processing, 25 (11), pp. 5158-5172. https://doi.org/10.1109/tip.2016.2599785
Article
Towards unsupervised fluorescence lifetime imaging using low dimensional variable projection
Zhang Y, Cuyt A, Lee W, Lo Bianco G, Wu G, Chen Y & Li DD (2016) Towards unsupervised fluorescence lifetime imaging using low dimensional variable projection. Optics Express, 24 (23), pp. 26777-26791. https://doi.org/10.1364/oe.24.026777
Conference Paper (published)
Subaperture analysis of polarimetric SAR data for iceberg detection
Akbari V, Doulgeris AP & Brekke C (2016) Subaperture analysis of polarimetric SAR data for iceberg detection. In: IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Beijing, China, 10.07.2016-15.07.2016. New Jersey: IEEE. https://doi.org/10.1109/igarss.2016.7730480
Article
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
Combining transcranial ultrasound with intelligent communication methods to enhance the remote assessment and management of stroke patients: Framework for a technology demonstrator
Mort A, Eadie L, Regan L, Macaden A, Heaney D, Bouamrane M, Rushworth G & Wilson P (2016) Combining transcranial ultrasound with intelligent communication methods to enhance the remote assessment and management of stroke patients: Framework for a technology demonstrator. Health Informatics Journal, 22 (3), pp. 691-701. https://doi.org/10.1177/1460458215580353
Conference Paper (published)
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
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
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
Article
Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic
Akbari V, Anfinsen SN, Doulgeris AP, Eltoft T, Moser G & Serpico SB (2016) Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic. IEEE Transactions on Geoscience and Remote Sensing, 54 (7), pp. 3953-3966. https://doi.org/10.1109/tgrs.2016.2532320
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
Article
Delivering digital health and well-being at scale: lessons learned during the implementation of the dallas program in the United Kingdom
Devlin AM, McGee-Lennon M, O’Donnell CA, Bouamrane M, Agbakoba R, O’Connor S, Grieve E, Finch T, Wyke S, Watson N, Browne S, Mair FS & the “dallas” evaluation team (2016) Delivering digital health and well-being at scale: lessons learned during the implementation of the dallas program in the United Kingdom. JAMIA, Journal of the American Medical Informatics Association, 23 (1), pp. 48-59. https://doi.org/10.1093/jamia/ocv097
Book Chapter
Implementing a National Scottish Digital Health & Wellbeing Service at Scale: A Qualitative Study of Stakeholders' Views
Agbakoba R, McGee-Lennon M, Bouamrane M, Watson N & Mair F (2015) Implementing a National Scottish Digital Health & Wellbeing Service at Scale: A Qualitative Study of Stakeholders' Views. In: Sarkar IN, Georgiou A & Mazzoncini de Azevedo Marques P (eds.) MEDINFO 2015: eHealth-enabled Health. Studies in Health Technology and Informatics, Volume 216. IOS Press, pp. 487 - 491. https://doi.org/10.3233/978-1-61499-564-7-487
Book Chapter
Engaging in large-scale digital health technologies and services. What factors hinder recruitment?
O'Connor S, Mair FS, McGee-Lennon M, Bouamrane M & O'Donnell K (2015) Engaging in large-scale digital health technologies and services. What factors hinder recruitment?. In: Cornet R, Stoicu-Tivadar L, Horbst A, Parra Calderon CL, Andersen SK & Hercigonja M (eds.) Digital Healthcare Empowering Europeans. Studies in Health Technology and Informatics, vol 210. IOS Press, pp. 306 - 310. https://doi.org/10.3233/978-1-61499-512-8-306
Article
Numerical reconstruction of convex polytopes from directional moments
Collowald M, Cuyt A, Hubert E, Lee W & Salazar Celis O (2015) Numerical reconstruction of convex polytopes from directional moments. Advances in Computational Mathematics, 41 (6), pp. 1079-1099. https://doi.org/10.1007/s10444-014-9401-0
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)
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 (published)
Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study
(2015) Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study. Electronic Workshops in Computing (eWiC) BCS Health Informatics Scotland, Edinburgh Surgeons' Hall, 07.10.2015-08.10.2015. British Computer Society - BCS eWiC. https://doi.org/10.14236/ewic/HIS2015.1
Article
An Integer Linear Programming approach to the single and bi-objective Next Release Problem
Veerapen N, Ochoa G, Harman M & Burke E (2015) An Integer Linear Programming approach to the single and bi-objective Next Release Problem. Information and Software Technology, 65, pp. 1-13. https://doi.org/10.1016/j.infsof.2015.03.008
Conference Paper (unpublished)
A change detector for polarimetric SAR data based on the relaxed Wishart distribution
Akbari V, Anfinsen SN, Doulgeris AP & Eltoft T (2015) A change detector for polarimetric SAR data based on the relaxed Wishart distribution. 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, 26.07.2015-31.07.2015. https://doi.org/10.1109/igarss.2015.7326653
Conference Paper (unpublished)
Generalized minimum-error thresholding for unsupervised change detection from multilook polarimetric SAR data
Ghanbari M & Akbari V (2015) Generalized minimum-error thresholding for unsupervised change detection from multilook polarimetric SAR data. IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Milan, Italy, 26.07.2015-31.07.2015. https://doi.org/10.1109/igarss.2015.7326153
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
Managing Interoperability and Complexity in Health Systems
Bouamrane M-, Tao C & Sarkar IN (2015) Managing Interoperability and Complexity in Health Systems. Methods of Information in Medicine, 54 (01), pp. 01-04. Managing Interoperability and Complexity in Health Systems. https://doi.org/10.3414/me15-10-0001
Article
A study of clinical and information management processes in the surgical pre-assessment clinic
Bouamrane M & Mair FS (2014) A study of clinical and information management processes in the surgical pre-assessment clinic. BMC Medical Informatics and Decision Making, 14, Art. No.: 22. https://doi.org/10.1186/1472-6947-14-22
Article
Implementation of an integrated preoperative care pathway and regional electronic clinical portal for preoperative assessment
Bouamrane M & Mair FS (2014) Implementation of an integrated preoperative care pathway and regional electronic clinical portal for preoperative assessment. BMC Medical Informatics and Decision Making, 14, Art. No.: 93. https://doi.org/10.1186/1472-6947-14-93
Article
A qualitative evaluation of general practitioners’ views on protocol-driven eReferral in Scotland
Bouamrane M & Mair FS (2014) A qualitative evaluation of general practitioners’ views on protocol-driven eReferral in Scotland. BMC Medical Informatics and Decision Making, 14, Art. No.: 30. https://doi.org/10.1186/1472-6947-14-30
Edited Book
Computer Mathematics -- 9th Asian Symposium (ASCM2009), Fukuoka, December 2009, 10th Asian Symposium (ASCM2012), Beijing, October 2012, Contributed Papers and Invited Talks
Feng R, Lee W & Sato Y (eds.) (2014) Computer Mathematics -- 9th Asian Symposium (ASCM2009), Fukuoka, December 2009, 10th Asian Symposium (ASCM2012), Beijing, October 2012, Contributed Papers and Invited Talks. Berlin Heidelberg: Springer-Verlag. https://www.springer.com/gb/book/9783662437988; https://doi.org/10.1007/978-3-662-43799-5
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)
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)
Template Method Hyper-heuristics
Woodward J & Swan J (2014) Template Method Hyper-heuristics. In: GECCO Comp '14: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp '14. GECCO 2014: Genetic and Evolutionary Computation Conference, Vancouver, BC, Canada, 12.07.2014-16.07.2014. New York, NY, USA: ACM, pp. 1437-1438. http://doi.acm.org/10.1145/2598394.2609843; https://doi.org/10.1145/2598394.2609843
Conference Paper (published)
The 'Representative' Metaheuristic Design Pattern
Swan J, Attila Kocsis Z & Lisitsa A (2014) The 'Representative' Metaheuristic Design Pattern. In: GECCO Comp '14: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp '14. GECCO 2014: Genetic and Evolutionary Computation Conference, Vancouver, BC, Canada, 12.07.2014-16.07.2014. New York, NY, USA: ACM, pp. 1435-1436. http://doi.acm.org/10.1145/2598394.2609842; https://doi.org/10.1145/2598394.2609842
Conference Paper (published)
Hyperion2: A Toolkit for {Meta-, Hyper-} Heuristic Research
Brownlee A, Swan J, Ozcan E & Parkes AJ (2014) Hyperion2: A Toolkit for {Meta-, Hyper-} Heuristic Research. In: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp '14. GECCO 2014: Genetic and Evolutionary Computation Conference, Vancouver, BC, Canada, 12.07.2014-16.07.2014. New York, NY, USA: ACM, pp. 1133-1140. http://doi.acm.org/10.1145/2598394.2605687; https://doi.org/10.1145/2598394.2605687
Conference Paper (published)
Asymptotic Genetic Improvement Programming with Type Functors and Catamorphisms
Swan J & Attila Kocsis Z (2014) Asymptotic Genetic Improvement Programming with Type Functors and Catamorphisms. In: Johnson C, Krawiec K, Alberto M & O'Neill M (eds.) Semantic Methods in Genetic Programming (SMGP) at Parallel Problem Solving from Nature (PPSN{ XIV}). Semantic Methods in Genetic Programming (SMGP) Workshop at Parallel Problem Solving from Nature 2014 conference, Ljubljana, Slovenia, 13.09.2014-13.09.2014. Switzerland: Springer. http://www.cs.put.poznan.pl/kkrawiec/smgp2014/uploads/Site/Kocsis.pdf
Conference Paper (published)
Repairing and Optimizing Hadoop hashCode Implementations
Attila Kocsis Z, Neumann G, Swan J, Epitropakis M, Brownlee A, Haraldsson S & Bowles E (2014) Repairing and Optimizing Hadoop hashCode Implementations. In: Le GC & Yoo S (eds.) Search-Based Software Engineering: 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, August 26-29, 2014. Proceedings. 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, 26.08.2014-29.08.2014. Berlin Heidelberg: Springer, pp. 259-264. http://link.springer.com/chapter/10.1007/978-3-319-09940-8_21; https://doi.org/10.1007/978-3-319-09940-8_21
Article
Multi-objective optimization of cellular fenestration by an evolutionary algorithm
Wright JA, Brownlee A, Mourshed MM & Wang M (2014) Multi-objective optimization of cellular fenestration by an evolutionary algorithm. Journal of Building Performance Simulation, 7 (1), pp. 33-51. https://doi.org/10.1080/19401493.2012.762808
Newspaper / Magazine
Air traffic control about to let pilots plan their own routes – but don’t worry
Brownlee A, Burke E & Benlic U (2014) Air traffic control about to let pilots plan their own routes – but don’t worry. The Conversation. 16.12.2014. https://theconversation.com/air-traffic-control-about-to-let-pilots-plan-their-own-routes-but-dont-worry-35446
Article
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
A more realistic approach for airport ground movement optimisation with stand holding
Ravizza S, Atkin JAD & Burke E (2014) A more realistic approach for airport ground movement optimisation with stand holding. Journal of Scheduling, 17 (5), pp. 507-520. https://doi.org/10.1007/s10951-013-0323-3
Conference Paper (published)
Delivering Innovative eHealth Services at Scale: Implementers' Views on Achieving 'Buy-In'
(2014) Delivering Innovative eHealth Services at Scale: Implementers' Views on Achieving 'Buy-In'. BCS Health Informatics Scotland Conference (BCS HIS) 2014 BCS Health Informatics Scotland Conference (BCS HIS 2014), Glasgow, Scotland, UK, 02.09.2014-03.09.2014. British Computer Society (BCS). https://doi.org/10.14236/ewic/HIS2014.4
Presentation / Talk
Airport Ground Movement: Real World Data Sets and Approaches to Handling Uncertainty
Brownlee A, Atkin JAD, Woodward J, Benlic U & Burke E (2014) Airport Ground Movement: Real World Data Sets and Approaches to Handling Uncertainty. PATAT 2014: 10th International Conference on the Practice and Theory of Automated Timetabling, York, 26.08.2014-29.08.2014. http://www.patatconference.org/patat2014/programme.pdf
Article
Adaptive selection of heuristics for improving exam timetables
Burke E, Qu R & Soghier A (2014) Adaptive selection of heuristics for improving exam timetables. Annals of Operations Research, 218 (1), pp. 129-145. https://doi.org/10.1007/s10479-012-1140-3
Article
A constructive approach to examination timetabling based on adaptive decomposition and ordering
Abdul-Rahman S, Burke E, Bargiela A, McCollum B & Ozcan E (2014) A constructive approach to examination timetabling based on adaptive decomposition and ordering. Annals of Operations Research, 218 (1), pp. 3-21. https://doi.org/10.1007/s10479-011-0999-8
Article
Monitoring Glacier Changes Using Multitemporal Multipolarization SAR Images
Akbari V, Doulgeris AP & Eltoft T (2014) Monitoring Glacier Changes Using Multitemporal Multipolarization SAR Images. IEEE Transactions on Geoscience and Remote Sensing, 52 (6), pp. 3729-3741. https://doi.org/10.1109/tgrs.2013.2275203
Patent
Smart data sampling and data reconstruction
Cuyt A & Lee W (2014) Smart data sampling and data reconstruction. Issuing Office no. EP2745404B1.
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
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
Isophote based center-surround contrast computation for image saliency detection
Chuang Y, Chen L, Chen G & Woodward J (2014) Isophote based center-surround contrast computation for image saliency detection. IEICE Transactions on Information and Systems, E97-D (1), pp. 160-163. https://doi.org/10.1587/transinf.E97.D.160
Conference Paper (published)
The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution
Akbari V, Anfinsen SN, Doulgeris AP & Eltoft T (2014) The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution. In: IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Melbourne, Australia, 21.07.2013-26.07.2013. New York: IEEE. https://doi.org/10.1109/igarss.2013.6723750
Article
A study of general practitioners’ perspectives on electronic medical records systems in NHSScotland
Bouamrane M & Mair FS (2013) A study of general practitioners’ perspectives on electronic medical records systems in NHSScotland. BMC Medical Informatics and Decision Making, 13, Art. No.: 58. https://doi.org/10.1186/1472-6947-13-58
Conference Paper (published)
Sparse reconstruction of correlated multichannel activity
Peelman S, Van der Herten J, De Vos M, Lee W, Van Huffel S & Cuyt A (2013) Sparse reconstruction of correlated multichannel activity. In: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Osaka, Japan, 03.07.2013-07.07.2013. Piscataway, NJ, USA: IEEE, pp. 3897-3900. https://doi.org/10.1109/EMBC.2013.6610396
Conference Paper (published)
Automated design of probability distributions as mutation operators for evolutionary programming using genetic programming
Hong L, Woodward J, Li J & Ozcan E (2013) Automated design of probability distributions as mutation operators for evolutionary programming using genetic programming. In: Krawiec K, Moraglio A, Hu T, Etaner-Uyar A & Hu B (eds.) Genetic Programming: 16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science, 7831. 16th European Conference, EuroGP 2013, Vienna, Austria, 03.04.2013-05.04.2013. Berlin Heidelberg: Springer, pp. 85-96. http://link.springer.com/chapter/10.1007/978-3-642-37207-0_8#; https://doi.org/10.1007/978-3-642-39479-9
Article
A context-aware personalized travel recommendation system based on geotagged social media data mining
Majid A, Chen L, Chen G, Mirza HT, Hussain I & Woodward J (2013) A context-aware personalized travel recommendation system based on geotagged social media data mining. International Journal of Geographical Information Science, 27 (4), pp. 662-684. https://doi.org/10.1080/13658816.2012.696649
Conference Paper (published)
A comparison of approaches to stepwise regression for global sensitivity analysis used with evolutionary optimization
Wang M, Wright JA, Buswell R & Brownlee A (2013) A comparison of approaches to stepwise regression for global sensitivity analysis used with evolutionary optimization. In: Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28. BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, 26.08.2013-28.08.2013. London: International Building Performance Simulation Association, pp. 2551-2558. http://www.ibpsa.org/proceedings/BS2013/p_1047.pdf
Article
Fitness modeling with markov networks
Brownlee A, McCall J & Zhang Q (2013) Fitness modeling with markov networks. IEEE Transactions on Evolutionary Computation, 17 (6), pp. 862-879. https://doi.org/10.1109/TEVC.2013.2281538
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
Article
An application of a GA with Markov network surrogate to feature selection
Brownlee A, Regnier-Coudert O, McCall J, Massie S & Stulajter S (2013) An application of a GA with Markov network surrogate to feature selection. International Journal of Systems Science, 44 (11), pp. 2039-2056. https://doi.org/10.1080/00207721.2012.684449
Article
In Memory of John G Taylor: A Polymath Scholar
Cutsuridis V & Hussain A (2013) In Memory of John G Taylor: A Polymath Scholar. Cognitive Computation, 5 (3), pp. 279-280. https://doi.org/10.1007/s12559-013-9226-z
Conference Paper (unpublished)
Hyper-heuristics generate heuristics for problem classes
Burke E, Swan J & Woodward J (2013) Hyper-heuristics generate heuristics for problem classes. OR55 Annual Conference, Exeter, UK, 03.09.2013-05.09.2013. http://www.theorsociety.com/Pages/Conferences/OR55/OR55.aspx
Conference Paper (unpublished)
No Free Lunch for Branch and Bound
Burke E, Swan J & Woodward J (2013) No Free Lunch for Branch and Bound. OR55 Annual Conference, 03.09.2013-05.09.2013. http://www.theorsociety.com/Pages/Conferences/OR55/OR55.aspx
Article
A hyper-heuristic approach to sequencing by hybridization of DNA sequences
Blazewicz J, Burke E, Kendall G, Mruczkiewicz W, Oguz C & Swiercz A (2013) A hyper-heuristic approach to sequencing by hybridization of DNA sequences. Annals of Operations Research, 207 (1), pp. 27-41. https://doi.org/10.1007/s10479-011-0927-y
Book Chapter
A study of information management in the patient surgical pathway in NHSScotland
Bouamrane M & Mair FS (2013) A study of information management in the patient surgical pathway in NHSScotland. In: Lehmann CU, Ammemwerth E & Nohr C (eds.) Proceedings of 14th World Congress on Medical and Health Informatics. Studies in Health Technology and Informatics. Amsterdam: IOS Press, pp. 557 - 561. https://doi.org/10.3233/978-1-61499-289-9-557
Article
An effective heuristic for the two-dimensional irregular bin packing problem
Lopez-Camacho E, Ochoa G, Terashima-Marin H & Burke E (2013) An effective heuristic for the two-dimensional irregular bin packing problem. Annals of Operations Research, 206 (1), pp. 241-264. https://doi.org/10.1007/s10479-013-1341-4
Article
Hyper-heuristics: A survey of the state of the art
Burke E, Gendreau M, Hyde M, Kendall G, Ochoa G, Ozcan E & Qu R (2013) Hyper-heuristics: A survey of the state of the art. Journal of the Operational Research Society, 64 (12), pp. 1695-1724. https://doi.org/10.1057/jors.2013.71
Conference Paper (unpublished)
Industry challenges in using optimisation tools with IES Optimise as a case study
Watson V, Jones E, Murphy E, Wright JA, Brownlee A & Aird G (2013) Industry challenges in using optimisation tools with IES Optimise as a case study. CIBSE Technical Symposium, Liverpool, UK, 11.04.2013-12.04.2013. http://www.cibse.org/knowledge/cibse-technical-symposium-2013/industry-challenges-in-using-optimisation-tools-wi
Article
A Textural–Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images
Akbari V, Doulgeris AP, Moser G, Eltoft T, Anfinsen SN & Serpico SB (2013) A Textural–Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images. IEEE Transactions on Geoscience and Remote Sensing, 51 (4), pp. 2442-2453. https://doi.org/10.1109/tgrs.2012.2211367
Conference Paper (published)
Speckle reduction and restoration of synthetic aperture radar data with an adoptive Markov random field model
MahdianPari M, Motagh M & Akbari V (2013) Speckle reduction and restoration of synthetic aperture radar data with an adoptive Markov random field model. In: IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, 22.07.2012-27.07.2012. New Jersey: IEEE. https://doi.org/10.1109/igarss.2012.6351584
Article
A multi-state model to improve the design of an automated system to monitor the activity patterns of patients with bipolar disorder
Mohiuddin SG, Brailsford SC, James CJ, Amor JD, Blum JM, Crowe JA, Magill E & Prociow PA (2013) A multi-state model to improve the design of an automated system to monitor the activity patterns of patients with bipolar disorder. Journal of the Operational Research Society, 64 (3), pp. 372-383. https://doi.org/10.1057/jors.2012.57
Article
A new model and a hyper-heuristic approach for two-dimensional shelf space allocation
Bai R, van Woensel T, Kendall G & Burke E (2013) A new model and a hyper-heuristic approach for two-dimensional shelf space allocation. 4OR: A Quarterly Journal of Operations Research, 11 (1), pp. 31-55. https://doi.org/10.1007/s10288-012-0211-2
Patent
Smart data sampling and data reconstruction
Cuyt A & Lee W (2013) Smart data sampling and data reconstruction. Issuing Office no. US 9,690,749 B2.
Conference Paper (unpublished)
Heuristic Function Resynthesis
Swan J, Burke E, Kendall G & Ozcan E (2012) Heuristic Function Resynthesis. OR54 Annual Conference - 2012, Edinburgh, UK, 04.09.2012-06.09.2012.
Conference Paper (published)
Generic Software Subgraph Isomorphism
Swan J, Harman M, Ochoa G & Burke E (2012) Generic Software Subgraph Isomorphism. In: 4th Symposium on Search Based-Software Engineering, Riva del Garda, Trento, Italy, September 28th-30th 2012: Fast Abstracts. 4th Symposium on Search Based Software Engineering (4th SSBSE). Trento, Italy: Fondazione Bruno Kessler Press, pp. 43-48. http://selab.fbk.eu/ssbse2012/index.php?p=program
Conference Paper (published)
An evolutionary algorithm for the over-constrained airport baggage sorting station assignment problem
Asco A, Atkin JAD & Burke E (2012) An evolutionary algorithm for the over-constrained airport baggage sorting station assignment problem. In: Bui L, Ong Y, Hoai N, Ishibuchi H & Suganthan P (eds.) Simulated Evolution and Learning: 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings. Lecture Notes in Computer Science, 7673. 9th International Conference, SEAL 2012: Simulated Evolution and Learning, Hanoi, Vietnam, 16.12.2012-19.12.2012. Heidelberg: Springer, pp. 32-41. http://link.springer.com/chapter/10.1007%2F978-3-642-34859-4_4; https://doi.org/10.1007/978-3-642-34859-4_4
Conference Paper (published)
An improved choice function heuristic selection for cross domain heuristic search
Drake J, Ozcan E & Burke E (2012) An improved choice function heuristic selection for cross domain heuristic search. In: Coello CC, Cutello V, Deb K K, Forrest S, Nicosia G & Pavone M (eds.) Parallel Problem Solving from Nature - PPSN XII. Lecture Notes in Computer Science, 7492. 12th International Conference on Parallel Problem Solving from Nature - PPSN XII, Taormina, Italy, 01.09.2012-05.09.2012. Berlin Heidelberg: Springer, pp. 307-316. http://link.springer.com/chapter/10.1007%2F978-3-642-32964-7_31; https://doi.org/10.1007/978-3-642-32964-7_31