Publications
adb20,sd80,al,ca,gnck,jy31,snb6,av19,db9,jpl3
Recent publications by group members.
- Ye, J, Nakwijit, P, Schiemer, M, Jha, S & Zambonelli, F 2021, 'Continual activity recognition with generative adversarial networks', ACM Transactions on Internet of Things, vol. 2, no. 2, 9, pp. 1-25. https://doi.org/10.1145/3440036
- Mansouri Benssassi, E & Ye, J 2021, 'Generalisation and robustness investigation for facial and speech emotion recognition using bio-inspired spiking neural networks', Soft Computing, vol. First Online. https://doi.org/10.1007/s00500-020-05501-7
- Ye, J 2021, 'Shared learning activity labels across heterogeneous datasets', Journal of Ambient Intelligence and Smart Environments, vol. Pre-press, pp. 1-18. https://doi.org/10.3233/AIS-210590
- Rosales Sanabria, A, Zambonelli, F & Ye, J 2021, 'Unsupervised domain adaptation in activity recognition: a GAN-based approach', IEEE Access, vol. 9, pp. 19421-19438. https://doi.org/10.1109/ACCESS.2021.3053704
- Wang, Y, Liu, Y, Wu, T & Duncan, IMM 2020, A cost-effective OCR implementation to prevent phishing on mobile platforms. in 2020 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)., 9138873, IEEE Computer Society, Cyber Science 2020, Dublin, Ireland, 15/06/20. https://doi.org/10.1109/CyberSecurity49315.2020.9138873
- Brown, CM, Janjic, V, Barwell, AD, Thomson, JD, Castañeda Lozano, R, Cole, M, Franke, B, Garcia-Sanchez, JD, Del Rio Astorga, D & MacKenzie, K 2020, A hybrid approach to parallel pattern discovery in C++. in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)., 9092377, Proceedings - Euromicro Workshop on Parallel and Distributed Processing, IEEE Computer Society, 28th Euromicro International Conference on Parallel, Distributed and Network-based Processing, Västerås, Sweden, 11/03/20. https://doi.org/10.1109/PDP50117.2020.00035
- Ceesay, S, Lin, Y & Barker, AD 2020, A survey: benchmarking and performance modelling of data intensive applications. in 2020 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT). IEEE, pp. 67-76, 7th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT 2020), Leicester, United Kingdom, 7/12/20. https://doi.org/10.1109/BDCAT50828.2020.00012
- Ceesay, S, Barker, AD & Lin, Y 2020, Benchmarking and performance modelling of MapReduce communication pattern. in J Chen & LT Yang (eds), Proceedings 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019)., 8968864, IEEE International Conference on Cloud Computing Technology and Science, IEEE Computer Society, pp. 127-134, 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), Sydney, Australia, 11/12/19. https://doi.org/10.1109/CloudCom.2019.00029
- Tirmazi, M, Barker, A, Deng, N, Haque, ME, Qin, ZG, Hand, S, Harchol-Balter, M & Wilkes, J 2020, Borg: the next generation. in Proceedings of the Fifteenth European Conference on Computer Systems (EuroSys '20)., 30, Association for Computing Machinery, Inc, New York, pp. 1-14, Fifteenth European Conference on Computer Systems (EuroSys ’20), Heraklion, Greece, 27/04/20. https://doi.org/10.1145/3342195.3387517
- Yu, T, Petoumenos, P, Janjic, V, Leather, H & Thomson, JD 2020, COLAB: a collaborative multi-factor scheduler for asymmetric multicore processors. in J Mars, L Tang, J Xue & P Wu (eds), Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization (GCO 2020). International Symposium on Code Generation and Optimization, ACM, New York, pp. 268-279, International Symposium on Code Generation and Optimization (CGO 2020), San Diego, United States, 22/02/20. https://doi.org/10.1145/3368826.3377915
- Akgun, O & Espasa Arxer, J, CP2020-SRSMT, 2020, Software, GitHub. <https://github.com/stacs-cp/CP2020-SRSMT>
- Yu, T, Zhong, R, Janjic, V, Petoumenos, P, Zhai, J, Leather, H & Thomson, JD 2021, 'Collaborative heterogeneity-aware OS scheduler for asymmetric multicore processors', IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 5, pp. 1224-1237. https://doi.org/10.1109/TPDS.2020.3045279
- Jha, S, Schiemer, M & Ye, J 2020, Continual learning in human activity recognition: an empirical analysis of regularization. in Proceedings of Machine Learning Research. pp. 1-4, Thirty-seventh International Conference on Machine Learning, ICML 2020; ICML Workshop on Continual Learning, 13/07/20.
- Akgün, Ö, Dang, N, Miguel, I, Salamon, AZ, Spracklen, P & Stone, C 2020, Discriminating instance generation from abstract specifications: a case study with CP and MIP. in E Hebrard & N Musliu (eds), Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 17th International Conference, CPAIOR 2020, Vienna, Austria, September 21–24, 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12296 LNCS, Springer, Cham, pp. 41-51, 17th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2020, Vienna, Online, Austria, 21/09/20. https://doi.org/10.1007/978-3-030-58942-4_3
- Davidson, E, Akgun, O, Espasa Arxer, J & Nightingale, P 2020, Effective encodings of constraint programming models to SMT. in H Simonis (ed.), Principles and Practice of Constraint Programming: 26th International Conference, CP 2020, Louvain-la-Neuve, Belgium, September 7–11, 2020, Proceedings. Lecture Notes in Computer Science (Programming and Software Engineering), vol. 12333 LNCS, Springer, pp. 143-159, 26th International Conference on Principles and Practice of Constraint Programming (CP 2020), Louvain-la-Neuve, Belgium, 7/09/20. https://doi.org/10.1007/978-3-030-58475-7_9
- Dobson, SA 2020, Epidemic modelling - Some notes, maths, and code. Independent Publishing Network.
- Ye, J & Callus, E 2020, 'Evolving models for incrementally learning emerging activities', Journal of Ambient Intelligence and Smart Environments, vol. 12, no. 4, pp. 313-325. https://doi.org/10.3233/AIS-200566
- Kocak, G, Akgun, O, Guns, T & Miguel, IJ 2020, Exploiting incomparability in solution dominance: improving general purpose constraint-based mining. in G De Giacomo, A Catala, B Dilkina, M Milano, S Barro, A Bugarín & J Lang (eds), ECAI 2020: 24th European Conference on Artificial Intelligence. Frontiers in artificial intelligence and applications, vol. 325, IOS Press, Amsterdam, pp. 331-338, 24th European Conference on Artificial Intelligence (ECAI2020), Santiago de Compostela, Spain, 29/08/20. https://doi.org/10.3233/FAIA200110
- Lin, Y, Barker, AD & Ceesay, S 2020, Exploring characteristics of inter-cluster machines and cloud applications on Google clusters. in The 4th Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD). IEEE Computer Society, IEEE International Conference on Big Data - IEEE BigData 2020, 10/12/20.
- Lin, Y, Briggs, J & Barker, AD 2020, FIFE: an Infrastructure-as-code based Framework for Evaluating VM instances from multiple clouds. in 13th IEEE/ACM International Conferencce on Utility and Cloud Computing. IEEE Computer Society, 13th IEEE/ACM International Conferencce on Utility and Cloud Computing (UCC 2020), 7/12/20. https://doi.org/FIFE: An Infrastructure-as-Code Based Framework for Evaluating VM Instances from Multiple Clouds
- Pitcher, MJ, Dobson, SA, Kelsey, T, Chaplain, MAJ, Sloan, DJ, Gillespie, SH & Bowness, R 2020, 'How mechanistic in silico modelling can improve our understanding of TB disease and treatment', International Journal of Tuberculosis and Lung Disease, vol. 24, no. 11, pp. 1145-1150. https://doi.org/10.5588/ijtld.20.0107
- Taalas, P, Grönlund, A, Pagèze, J, Coly-Layani, L, Fitzpatrick, M, Minescu, A, Rossi, M, Pérez-Llantada, C, Villarroya-Gaudó, M, Herranz, A, Gunnlaugson, G, Svalfors, U, Cullhed, M, Håkansson, L, Skaletska, Z, Chovnyuk, L, Osypchuk, A, Peddie, C, Kirby, G, Bretherton, A & Peterbauer, H 2020 'Internationalisation in Learning and Teaching: Thematic Peer Group Report' European University Association. <https://www.eua.eu/downloads/publications/eua%20report%20internationalisation_web.pdf>
- Yu, T, Zhao, W, Liu, P, Janjic, V, Yan, X, Wang, S, Fu, H, Yang, G & Thomson, JD 2020, 'Large-scale automatic k-means clustering for heterogeneous many-core supercomputer', IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 5, pp. 997-1008. https://doi.org/10.1109/TPDS.2019.2955467
- Lin, Y, Barker, AD & Thomson, JD 2020, Modelling VM latent characteristics and predicting application performance using semi-supervised non-negative matrix factorization. in 2020 IEEE 13th International Conference on Cloud Computing (CLOUD). IEEE Computer Society, IEEE 13th International Conference on Cloud Computing (CLOUD 2020), 19/10/20. https://doi.org/10.1109/CLOUD49709.2020.00069
- Pitcher, MJ, Bowness, R, Dobson, SA, Eftimie, R & Gillespie, SH 2020, 'Modelling the effects of environmental heterogeneity within the lung on the tuberculosis life-cycle', Journal of Theoretical Biology, vol. 506, 110381. https://doi.org/10.1016/j.jtbi.2020.110381
- Pitcher, MJ, Bowness, R, Dobson, SA, Eftimie, R & Gillespie, SH, Modelling the effects of environmental heterogeneity within the lung on the tuberculosis life-cycle (software), 2020, Software, Mendeley Data. https://doi.org/10.17632/y64c95bghv.1
- Connor, R, Dearle, A, Mic, V & Zezula, P 2020, 'On the application of convex transforms to metric search', Pattern Recognition Letters, vol. 138, pp. 563-570. https://doi.org/10.1016/j.patrec.2020.08.008
- Bucchiarone, A, D'Angelo, M, Pianini, D, Cabri, G, De Sanctis, M, Viroli, M, Casadei, R & Dobson, S 2020, 'On the social implications of collective adaptive systems', IEEE Technology and Society Magazine, vol. 39, no. 3, pp. 36-46. https://doi.org/10.1109/MTS.2020.3012324
- Li, W, Oteafy, SMA, Fayed, M & Hassanein, HS 2020, 'Quality of experience in ICN: keep your low-bitrate close, and high-bitrate closer', IEEE/ACM Transactions on Networking, vol. Early access, pp. 1-14. https://doi.org/10.1109/TNET.2020.3044995
- Connor, R & Dearle, A 2020, Sampled angles in high-dimensional spaces. in S Satoh, L Vadicamo, A Zimek, F Carrara, I Bartolini, M Aumüller, BÞ Jónsson & R Pagh (eds), Similarity Search and Applications: 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30–October 2, 2020, Proceedings. Lecture Notes in Computer Science (Information Systems and Applications, incl. Internet/Web, and HCI), vol. 12440, Springer, Cham, pp. 233-247, 13th International Conference on Similarity Search and Applications, SISAP 2020, 30/09/20. https://doi.org/10.1007/978-3-030-60936-8_18
- Ye, J, O’Grady, M & Banos, O 2020, 'Sensor technology for smart homes', Sensors, vol. 20, no. 24, 7046. https://doi.org/10.3390/s20247046
- Irvine, C, Balasubramaniam, D & Henderson, T 2020, Short paper: Integrating the data protection impact assessment into the software development lifecycle. in J Garcia-Alfaro, G Navarro-Arribas & J Herrera-Joancomarti (eds), Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2020 International Workshops, DPM 2020 and CBT 2020, Guildford, UK, September 17–18, 2020, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Security and Cryptology), vol. 12484 LNCS, Springer, Cham, pp. 219-228. https://doi.org/10.1007/978-3-030-66172-4_13
- Mansouri Benssassi, E & Ye, J 2020, Synch-Graph: multisensory emotion recognition through neural synchrony via graph convolutional networks. in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-20). Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, pp. 1351-1358, Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, United States, 7/02/20. https://doi.org/10.1609/aaai.v34i02.5491
- Rosales Sanabria, A & Ye, J 2020, 'Unsupervised domain adaptation for activity recognition across heterogeneous datasets', Pervasive and Mobile Computing, vol. In press, 101147. https://doi.org/10.1016/j.pmcj.2020.101147
- Jiang, A, Nacenta, M, Terzić, K & Ye, J 2020, Visualization as Intermediate Representations (VLAIR) for human activity recognition. in SA Munson & SM Schueller (eds), PervasiveHealth '20: Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare. ACM, pp. 201-210, 14th EAI International Conference on Pervasive Computing Technologies for Healthcare (EAI PervasiveHealth 2020), Atlanta, United States, 6/10/20. https://doi.org/10.1145/3421937.3422015
- Ye, J, Dobson, SA & Zambonelli, F 2020, 'XLearn: learning activity labels across heterogeneous datasets', ACM Transactions on Intelligent Systems and Technology, vol. 11, no. 2, 17. https://doi.org/10.1145/3368272
- Li, W, Fayed, M, Oteafy, SMA & Hassanein, HS 2019, 'A cache-level quality of experience metric to characterize ICNs for adaptive streaming', IEEE Communications Letters, vol. 23, no. 2, 8594670, pp. 262-265. https://doi.org/10.1109/LCOMM.2018.2890223
- Wang, Y & Duncan, IMM 2019, A novel method to prevent phishing by using OCR technology. in 2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)., 8885101, IEEE Computer Society, pp. 1-5, Cyber Science 2019, Oxford, United Kingdom, 3/06/19. https://doi.org/10.1109/CyberSecPODS.2019.8885101
- Lasselle, LSZ & Kirby, GNC 2019, 'An Examination of Gender Imbalance in Vocational Interests among Young People Living in Scottish Rural Communities', Paper presented at European Conference on Educational Research (ECER 2019), Hamburg, Germany, 3/09/19 - 6/09/19.
- Spracklen, P, Dang, N, Akgun, O & Miguel, IJ 2019, Automatic streamlining for constrained optimisation. in T Schiex & S de Givry (eds), Principles and Practice of Constraint Programming: 25th International Conference, CP 2019, Stamford, CT, USA, September 30 – October 4, 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11802 LNCS, Springer, Cham, pp. 366-383, 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, United States, 30/09/19. https://doi.org/10.1007/978-3-030-30048-7_22
- Lin, Y, Bundy, A, Grov, G & Maclean, E 2019, 'Automating Event-B invariant proofs by rippling and proof patching', Formal Aspects of Computing, vol. 31, no. 1, pp. 95-129. https://doi.org/10.1007/s00165-018-00476-7
- Varghese, B, Akgun, O, Miguel, IJ, Thai, LT & Barker, AD 2019, 'Cloud benchmarking for maximising performance of scientific applications', IEEE Transactions on Cloud Computing, vol. 7, no. 1, 7553491, pp. 170-182. https://doi.org/10.1109/TCC.2016.2603476
- Varghese, B, Leitner, P, Ray, S, Chard, K, Barker, A, Elkhatib, Y, Herry, H, Hong, C, Singer, J, Tso, FP, Yoneki, E & Zhani, M 2019, 'Cloud futurology', IEEE Computer, vol. 52, no. 9, pp. 68-77. https://doi.org/10.1109/MC.2019.2895307
- Fang, L, Ye, J & Dobson, SA 2019, Distributed self-monitoring sensor networks via Markov switching Dynamic Linear Models. in Proceedings 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2019)., 8780572, IEEE Computer Society, pp. 33-42, 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2019), Umeå, Sweden, 16/06/19. https://doi.org/10.1109/SASO.2019.00014
- Phoomikiattisak, D & Bhatti, S 2019, 'End-to-end mobility for the internet using ILNP', Wireless Communications and Mobile Computing, vol. 2019, 7464179, pp. 1-29. https://doi.org/10.1155/2019/7464179
- Elhabbash, A, Elkhatib, Y, Blair, GS, Lin, Y, Barker, A & Thomson, J 2019, Envisioning SLO-driven service selection in multi-cloud applications. in UCC 2019 Companion - Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing. Association for Computing Machinery, Inc, pp. 9-14, 12th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2019, Auckland, New Zealand, 2/12/19. https://doi.org/10.1145/3368235.3368831
- Zhu, X, Nacenta, M, Akgün, Ö & Nightingale, PW 2019, 'How people visually represent discrete constraint problems', IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 8, pp. 2603 - 2619. https://doi.org/10.1109/TVCG.2019.2895085
- Fyffe, B, Wang, Y & Duncan, IMM 2019, 'Human visual based perception of steganographic images', Journal of Cyber Security Technology, vol. 3, no. 2, pp. 61-107. https://doi.org/10.1080/23742917.2019.1609393, https://doi.org/10.1080/23742917.2019.1609393
- Al Tobi, AMH & Duncan, IMM 2019, 'Improving intrusion detection model prediction by threshold adaptation', Information, vol. 10, no. 5, 159, pp. 1-42. https://doi.org/10.3390/info10050159
- Akgun, O, Dang, N, Miguel, IJ, Salamon, AZ & Stone, CL 2019, Instance generation via generator instances. in T Schiex & S de Givry (eds), Principles and Practice of Constraint Programming: 25th International Conference, CP 2019, Stamford, CT, USA, September 30 – October 4, 2019, Proceedings. Lecture Notes in Computer Science (Programming and Software Engineering), vol. 11802, Springer, Cham, pp. 3-19, 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, United States, 30/09/19. https://doi.org/10.1007/978-3-030-30048-7_1
- Ye, J, Dobson, SA & Zambonelli, F 2019, 'Lifelong learning in sensor-based human activity recognition', IEEE Pervasive Computing, vol. 18, no. 3, pp. 49-58. https://doi.org/10.1109/MPRV.2019.2913933
- Akgün, Ö, Dearle, A, Kirby, GNC, Garrett, E, Dalton, TS, Christen, P, Dibben, CJL & Williamson, LEP 2019, 'Linking Scottish vital event records using family groups', Historical Methods: a Journal of Quantitative and Interdisciplinary History, vol. Latest articles. https://doi.org/10.1080/01615440.2019.1571466
- Sulaiman, DJ & Barker, AD 2019, MAMoC-Android: Multisite Adaptive Computation Offloading for Android applications. in 2019 7th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud). IEEE Computer Society, pp. 68-75, 2019 7th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, San Fransisco, United States, 4/04/19. https://doi.org/10.1109/MobileCloud.2019.00017
- Connor, R, Dearle, A & Vadicamo, L 2019, Modelling string structure in vector spaces. in M Mecella, G Amato & C Gennaro (eds), Proceedings of the 27th Italian Symposium on Advanced Database Systems: Castiglione della Pescaia (Grosseto), Italy, June 16th to 19th, 2019., 45, CEUR Workshop Proceedings, vol. 2400, Sun SITE Central Europe, SEBD 2019 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia, Italy, 17/06/19. <http://ceur-ws.org/Vol-2400/paper-45.pdf>
- Yu, T, Petoumenos, P, Janjic, V, Zhu, M, Leather, H & Thomson, JD 2019, POSTER: A collaborative multi-factor scheduler for asymmetric multicore processors. in Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques (PACT 2019)., 8891662, International Conference on Parallel Architectures and Compilation Techniques, IEEE Computer Society, pp. 486-487, 28th International Conference on Parallel Architectures and Compilation Techniques, Seattle, United States, 21/09/19. https://doi.org/10.1109/PACT.2019.00058
- Rosales Sanabria, A, Kelsey, TW & Ye, J 2019, Representation learning for minority and subtle activities in a smart home environment. in Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom 2019)., 8767417, IEEE Computer Society, IEEE International Conference on Pervasive Computing and Communications (PerCom 2019), Kyoto, Japan, 12/03/19. https://doi.org/10.1109/percom.2019.8767417
- Rosales Sanabria, A, Kelsey, T, Dobson, SA & Ye, J 2019, 'Representation learning for minority and subtle activities in a smart home environment', Journal of Ambient Intelligence and Smart Environments, vol. Pre-press, pp. 1-19. https://doi.org/10.3233/AIS-190541
- Ye, J & Haubrick, P 2019, Robust audio sensing with multi-sound classification. in 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom)., 8767402, Pervasive Computing and Communications (PerCom), IEEE Computer Society, pp. 1-7, IEEE International Conference on Pervasive Computing and Communications (PerCom 2019), Kyoto, Japan, 12/03/19. https://doi.org/10.1109/PERCOM.2019.8767402
- Yanagida, R & Bhatti, S 2019, Seamless Internet connectivity for ubiquitous communication. in UbiComp/ISWC '19 Adjunct: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers (UbiComp/ISWC '19). ACM, New York, pp. 1022-1033, Pervasive Urban Applications (PURBA) Workshop 2019, London, United Kingdom, 9/09/19. https://doi.org/10.1145/3341162.3349315
- Dobson, SA, Hutchison, D, Mauthe, A, Schaefer-Filho, A, Smith, P & Sterbenz, J 2019, 'Self-organization and resilience for networked systems: design principles and open research issues', Proceedings of the IEEE, vol. 107, no. 4, pp. 819 - 834. https://doi.org/10.1109/JPROC.2019.2894512
- Fang, L, Ye, J & Dobson, SA 2019, Sensor-based human activity mining using Dirichlet process mixtures of directional statistical models. in L Singh, R De Veaux, G Karypis, F Bonchi & J Hill (eds), Proceedings 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA 2019)., 8964193, Proceedings of the International Conference on Data Science and Advanced Analytics, IEEE Computer Society, pp. 154-163, 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA'19), Washington DC, United States, 5/10/19. https://doi.org/10.1109/DSAA.2019.00030
- Akgün, Ö, Gent, IP, Kitaev, S & Zantema, H 2019, 'Solving computational problems in the theory of word-representable graphs', Journal of Integer Sequences, vol. 22, no. 2, 19.2.5. <https://cs.uwaterloo.ca/journals/JIS/VOL22/Kitaev/kitaev11.html>
- Mansouri-Benssassi, E & Ye, J 2019, Speech emotion recognition with early visual cross-modal enhancement using spiking neural networks. in 2019 International Joint Conference on Neural Networks, IJCNN 2019., 8852473, Proceedings of the International Joint Conference on Neural Networks, vol. 2019-July, Institute of Electrical and Electronics Engineers Inc., pp. 1-8, 2019 International Joint Conference on Neural Networks, IJCNN 2019, Budapest, Hungary, 14/07/19. https://doi.org/10.1109/IJCNN.2019.8852473
- Kocak, G, Akgün, Ö, Miguel, I & Guns, T 2019, Towards improving solution dominance with incomparability conditions: a case-study using Generator Itemset Mining. in The 18th workshop on Constraint Modelling and Reformulation (ModRef 2019), Proceedings. 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, United States, 30/09/19. <https://arxiv.org/abs/1910.00505>
- Dobson, SA, simplicial: Simplicial topology in Python, 2019, Software, GitHub. <https://github.com/simoninireland/simplicial>
- Akgun, O, Attieh, SWA, Gent, IP, Jefferson, CA, Miguel, IJ, Nightingale, PW, Salamon, AZ, Spracklen, P & Wetter, JP 2018, A framework for constraint based local search using ESSENCE. in J Lang (ed.), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, pp. 1242-1248, 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, Stockholm, Sweden, 13/07/18. https://doi.org/10.24963/ijcai.2018/173
- Dobson, SA, Golfarelli, M, Graziani, S & Rizzi, S 2018, 'A reference architecture and model for sensor data warehousing', IEEE Sensors Journal, vol. 18, no. 18, pp. 7659-7670. https://doi.org/10.1109/JSEN.2018.2861327
- Barker, AD 2018, 'An academic’s observations from a sabbatical at Google', Communications of the ACM, vol. 61, no. 9, pp. 31-33. https://doi.org/10.1145/3177748
- Akgun, O, Gent, IP, Jefferson, CA, Miguel, IJ, Nightingale, PW & Salamon, AZ 2018, Automatic discovery and exploitation of promising subproblems for tabulation. in J Hooker (ed.), Principles and Practice of Constraint Programming: 24th International Conference, CP 2018, Lille, France, August 27-31, 2018, Proceedings. Lecture Notes in Computer Science, vol. 11008, Springer, pp. 3-12, 24th International Conference on Principles and Practice of Constraint Programming (CP 2018), Lille, France, 27/08/18. https://doi.org/10.1007/978-3-319-98334-9_1
- Spracklen, P, Akgun, O & Miguel, IJ 2018, Automatic generation and selection of streamlined constraint models via Monte Carlo search on a model lattice. in J Hooker (ed.), Principles and Practice of Constraint Programming: 24th International Conference, CP 2018, Lille, France, August 27-31, 2018, Proceedings. Lecture Notes in Computer Science (including subseries Programming and Software Engineering), vol. 11008 LNCS, Springer, Cham, pp. 362-372. https://doi.org/10.1007/978-3-319-98334-9_24
- Li, W, Oteafy, S, Fayed, M & Hassanein, HS 2018, Bitrate adaptation-aware cache partitioning for video streaming over Information-centric Networks. in 2018 IEEE 43rd Conference on Local Computer Networks (LCN) (LCN 2018). Institute of Electrical and Electronics Engineers Inc., Chicago, USA, 43nd IEEE Conference on Local Computer Networks (LCN), Chicago, United States, 1/10/18.
- Kocak, G, Akgun, O, Miguel, IJ & Nightingale, PW 2018, Closed frequent itemset mining with arbitrary side constraints. in H Tong, ZJ Li, F Zhu & J Yu (eds), 2018 IEEE International Conference on Data Mining Workshops (ICDMW)., 8637581, IEEE Computer Society, pp. 1224 - 1232, Workshop on Optimization Based Techniques for Emerging Data Mining Problems (OEDM 2018), Sentosa Island, Singapore, 17/11/18. https://doi.org/10.1109/ICDMW.2018.00175
- Fletcher-Wastson, S, De Jaegher, H, van Dijk, J, Frauenberger, C, Magnee, M & Ye, J 2018, 'Diversity computing', Interactions, vol. 25, no. 5, 5, pp. 28-33. https://doi.org/10.1145/3243461
- Al Tobi, AM & Duncan, I 2018, 'KDD 1999 generation faults: a review and analysis', Journal of Cyber Security Technology, vol. 2, no. 3-4, pp. 164-200. https://doi.org/10.1080/23742917.2018.1518061
- Li, L, Yu, T, Zhao, W, Fu, H, Wang, C, Tan, L, Yang, G & Thomson, J 2018, Large-scale hierarchical k-means for heterogeneous many-core supercomputers. in Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC '18). IEEE Press, Piscataway, The International Conference for High Performance Computing, Networking, Storage, and Analysis, Dallas, United States, 11/11/18. https://doi.org/10.5555/3291656.3291674
- Yu, T, Feng, B, Stillwell, M, Guo, L, Ma, Y & Thomson, JD 2018, Lattice-based scheduling for multi-FPGA systems. in Proceedings of the International Conference on Field-Programmable Technology 2018, Naha, Okinawa, Japan. IEEE Press, International Conference on Field-Programmable Technology (FPT'18), Naha, Okinawa, Japan, 10/12/18.
- Ekwe-Ekwe, NN & Barker, AD 2018, Location, location, location: exploring Amazon EC2 spot instance pricing across geographical regions. in 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)., 8411048, IEEE Computer Society, pp. 370-373, 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), Washington, United States, 1/05/18. https://doi.org/10.1109/CCGRID.2018.00059
- Calder, M, Dobson, S, Fisher, M & McCann, J 2018, 'Making sense of the world: framing models for trustworthy sensor-driven systems', Computers, vol. 7, no. 4, 62. https://doi.org/10.3390/computers7040062
- Akgün, Ö, Hoffmann, R & Sarkar, S 2018, Memory consistency models using constraints. in The Seventeenth Workshop on Constraint Modelling and Reformulation (ModRef 2018), Proceedings. 24th International Conference on Principles and Practice of Constraint Programming (CP 2018), Lille, France, 27/08/18.
- Akgun, O, Gent, IP, Jefferson, CA, Miguel, IJ & Nightingale, PW 2018, Metamorphic testing of constraint solvers. in J Hooker (ed.), Principles and Practice of Constraint Programming: 24th International Conference, CP 2018, Lille, France, August 27-31, 2018, Proceedings. Lecture Notes in Computer Science, vol. 11008, Springer, pp. 727-736, 24th International Conference on Principles and Practice of Constraint Programming (CP 2018), Lille, France, 27/08/18. https://doi.org/10.1007/978-3-319-98334-9_46
- Akgün, Ö & Miguel, I 2018, Modelling Langford's Problem: a viewpoint for search. in The Seventeenth Workshop on Constraint Modelling and Reformulation (ModRef 2018), Proceedings. 24th International Conference on Principles and Practice of Constraint Programming (CP 2018), Lille, France, 27/08/18.
- Connor, R & Dearle, A 2018, Querying metric spaces with bit operations. in S Marchand-Maillet, YN Silva & E Chávez (eds), Similarity Search and Applications: 11th International Conference, SISAP 2018, Lima, Peru, October 7-9, 2018, Proceedings. Lecture Notes in Computer Science, vol. 11223, Springer, Cham, pp. 33-46, 11th International Conference on Similarity Search and Applications (SISAP 2018), Lima, Peru, 7/10/18. https://doi.org/10.1007/978-3-030-02224-2_3
- Ye, J 2018, SLearn: shared learning human activity labels across multiple datasets. in 2018 IEEE International Conference on Pervasive Computing and Communications., 8444594, IEEE Computer Society, IEEE International Conference on Pervasive Computing and Communications (PerCom), Athens, Greece, 19/03/18. https://doi.org/10.1109/PERCOM.2018.8444594
- Boonprasop, C & Barker, AD 2018, Simplified cloud instance selection. in Proceedings of the 5th Workshop on CrossCloud Infrastructures & Platforms (CrossCloud'18)., 5, ACM, New York, NY, 5th Workshop on CrossCloud Infrastructures & Platforms, Porto, Portugal, 23/04/18. https://doi.org/10.1145/3195870.3195875
- Dearle, A, Kirby, GNC, Lee, W & Dibben, C 2018, 'Understanding the linking possibilities in Scottish Records and an algorithmic approach to full linkage', Paper presented at International Conference for Administrative Data Research , Belfast, United Kingdom, 21/06/18 - 22/06/18. https://doi.org/10.23889/ijpds.v3i2.508
- Jaradat, W, Dearle, A & Lewis, J 2018, 'Unikernel support for the deployment of light-weight, self-contained, and latency avoiding services', Third Annual UK System Research Challenges Workshop, United Kingdom, 21/03/18 - 23/03/18.
- Akgün, Ö, Dearle, A, Kirby, GNC & Christen, P 2018, Using metric space indexing for complete and efficient record linkage. in D Phung, VS Tseng, G Webb, B Ho, M Ganji & L Rashidi (eds), Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part III. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10939 LNCS, Springer, Cham, pp. 89-101, 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018), Melbourne, Australia, 3/06/18. https://doi.org/10.1007/978-3-319-93040-4_8
- Mansouri Benssassi, E, Gomez, J-C, Boyd, LE, Hayes, GR & Ye, J 2018, 'Wearable assistive technologies for autism: opportunities and challenges', IEEE Pervasive Computing, vol. 17, no. 2, pp. 11-21. https://doi.org/10.1109/MPRV.2018.022511239
- Perera, GIUS, Miller, AHD & Allison, C 2017, 'A case study in user support for managing OpenSim based multi user learning environments', IEEE Transactions on Learning Technologies, vol. 10, no. 3, pp. 342-354. https://doi.org/10.1109/TLT.2016.2632126
- Fabola, AE, Miller, AHD & Duncan, IMM 2017, Aerial Virtual Reality: remote tourism with drones. in Journal of Immersive Education: E-iED 2017, Proceedings. Immersive Education Initiative, Immersive Italy 2017 | 7th European Immersive Education Summit, Lucca, Italy, 16/11/17. https://doi.org/10.5281/zenodo.1146875
- Fabola, AE, Miller, A & Duncan, IMM 2017, 'Aerial Virtual Reality: Remote Tourism With Drones', Paper presented at Immersive Italy 2017 | 7th European Immersive Education Summit, Lucca, Italy, 16/11/17 - 19/11/17.
- Akgun, O, Al-Sidiqi, A, Christen, P, Dalton, TS, Dearle, A, Dibben, CJL, Garrett, E, Gray, A, Kirby, GNC & Reid, A 2017, 'An identifier scheme for the Digitising Scotland project', UK Administrative Data Research Network Annual Research Conference, Edinburgh, United Kingdom, 1/06/17 - 2/06/17.
- Nightingale, P, Akgün, Ö, Gent, IP, Jefferson, C, Miguel, I & Spracklen, P 2017, 'Automatically improving constraint models in Savile Row', Artificial Intelligence, vol. 251, pp. 35-61. https://doi.org/10.1016/j.artint.2017.07.001