Publications

Explore our publications to discover how we're addressing some of the most significant research themes in computer science and informatics.

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Recent publications

Abbas, H. et al. 2018. A 3D morphometric perspective for facial gender analysis and classification using geodesic path curvature features. Computational Visual Media 4 (1), pp.17-32. (10.1007/s41095-017-0097-1)
Abbott, B. et al., 2018. Search for Tensor, Vector, and Scalar Polarizations in the Stochastic Gravitational-Wave Background. Physical Review Letters 120 (20) 201102. (10.1103/PhysRevLett.120.201102)
Abdelmoty, A. 2018. Towards modelling privacy risks in geo-social networks. Presented at: The Tenth International Conference on Advanced Geographic Information Systems, Applications, and Services Rome, Italy 25 - 29 March 2018. GEOProcessing 2018: The 10th International Conference on Advanced Geographic Information Systems, Applications, and Services.
Akkuzu, G. , Aziz, B. and Liu, H. 2018. Feature analysis on the containment time for cyber security incidents. Presented at: International Conference on Machine Learning and Cybernetics (ICMLC 2018) Chengdu, China 15-18 July 2018.
Ali, M. et al., 2018. Edge enhanced deep learning system for large-scale video stream analytics. Presented at: 2018 IEEE 2nd International Conference on Fog and Edge Computing (ICFEC) Washington DC, USA 1-3 May 2018. Fog and Edge Computing (ICFEC), 2018 IEEE 2nd International Conference on. IEEE(10.1109/CFEC.2018.8358733)
Alorainy, W. et al. 2018. Suspended accounts: A source of Tweets with disgust and anger emotions for augmenting hate speech data sample. Presented at: International Conference on Machine Learning and Cybernetics Chengdu, China 15-18 July 2018.
Alrehamy, H. and Walker, C. 2018. Exploiting extensible background knowledge for clustering-based automatic keyphrase extraction. Soft Computing - A Fusion of Foundations, Methodologies and Applications (10.1007/s00500-018-3414-4)
Alrehamy, H. and Walker, C. 2018. SemLinker: automating big data integration for casual users. Journal of Big Data 5 (1) 14. (10.1186/s40537-018-0123-x)
Anthi, E. et al. 2018. EclipseIoT: A secure and adaptive hub for the Internet of Things. Computers and Security
Bannister, C. et al. 2018. A genetic programming approach to development of clinical prediction models: A case study in symptomatic cardiovascular disease. PLOS One 13 (9) e0202685. (10.1371/journal.pone.0202685)
Bellamy, R. et al., 2018. A computational framework for modelling inter-group behaviour using psychological theory. Presented at: SPIE Defense + Security 2018 Orlando, FL, USA 15-18 April 2018. Proceedings Volume 10653, Next-Generation Analyst VI. Vol. 10653.International Society for Optics and Photonics. , pp.106530G. (10.1117/12.2309621)
Bittencourt, L. F. et al., 2018. The Internet of Things, fog and cloud continuum: Integration and challenges. Internet of Things
Booth, R. and Chandler, J. 2018. On Strengthening the logic of iterated belief revision: Proper ordinal interval operators. Presented at: 16th International Conference on Principles of Knowledge Representation and Reasoning Tempe, AZ, USA 27 October - 2 November 2018.
Bouraoui, Z. , Jameel, M. and Schockaert, S. 2018. Relation induction in word embeddings revisited. Presented at: 27th International Conference on Computational Linguistics (COLING 2018) Santa Fe, NM, USA 20-26 August 2018.
Bouraoui, Z. and Schockaert, S. 2018. Learning conceptual space representations of interrelated concepts. Presented at: 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI-18) Stockholm, Sweden 13-19 July 2018. Published in: Lang, J. ed. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization. , pp.1760-1766. (10.24963/ijcai.2018/243)
Braines, D. et al., 2018. The role of motifs in understanding behavior in social and engineered networks. Presented at: Next Generation Analyst IV at SPIE DSS Orlando, Florida 15-19 Apr 2018.
Brinckman, A. et al., 2018. Computing environments for reproducibility: Capturing the ‘‘Whole Tale’’. Future Generation Computer Systems (10.1016/j.future.2017.12.029)
Brinckman, A. et al., 2018. Collaborative circuit designs using the CRAFT repository. Future Generation Computer Systems (10.1016/j.future.2018.01.018)
Brown, B. M. , Langer, H. and Tretter, C. 2018. Compressed resolvents and reduction of spectral problems on star graphs. Complex Analysis and Operator Theory (10.1007%2Fs11785-018-0793-6)
Burnap, P. et al. 2018. Malware classification using self organising feature maps and machine activity data. Computers and Security 73 , pp.399-410. (10.1016/j.cose.2017.11.016)
Caminada, M. and Schulz, C. 2018. On the equivalence between assumption-based argumentation and logic programming (extended abstract). Presented at: IJCAI-ECAI-18 Stockholm 13-19 July 2018.
Cerutti, F. et al. 2018. Learning and reasoning in complex coalition information environments: a critical analysis. Presented at: Fusion 2018: 21st International Conference on Information Fusion Cambridge, UK 10-13 July 2018.
Cerutti, F. et al. 2018. CISpaces.org: from fact extraction to report generation. Presented at: COMMA 2018: 7th International Conference on Computational Models of Argument Warsaw, Poland 12-14 September 2018.
Cerutti, F. and Pearson, G. 2018. Supporting scientific enquiry with uncertain sources. Presented at: Fusion 2018: 21st International Conference on Information Fusion Cambridge, UK 10-13 July 2018.
Cerutti, F. and Thimm, M. 2018. A general approach to reasoning with probabilities (Extended Abstract). Presented at: KR 2018: 16th International Conference on Principles of Knowledge Representation and Reasoning Tempe, AZ, USA 27 October - 2 November 2018.
Cerutti, F. , Vallati, M. and Giacomin, M. 2018. On the impact of configuration on abstract argumentation automated reasoning. International Journal of Approximate Reasoning 92 , pp.120-138. (10.1016/j.ijar.2017.10.002)
Chen, Y. , Lai, Y. and Liu, Y. 2018. CartoonGAN: generative adversarial networks for photo cartoonization. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Lake Salt City, USA 18-22 Jun 2018.
Chiroma, F. , Liu, H. and Cocea, M. 2018. Suicide related text classification with prism algorithm. Presented at: International Conference on Machine Learning and Cybernetics (ICMLC 2018) Chengdu, China 15-18 July 2018.
Chiroma, F. , Liu, H. and Cocea, M. 2018. Text classification for suicide related tweets. Presented at: International Conference on Machine Learning and Cybernetics (ICMLC 2018) Chengdu, China 15-18 July 2018.
Corcoran, P. and Jones, C. 2018. Stability and statistical inferences in the space of topological spatial relationships. IEEE Access 6 , pp.18907-18919. (10.1109/ACCESS.2018.2817493)
Corcoran, P. and Mooney, P. 2018. Digital earth. In: Warf, B. ed. The SAGE Encyclopedia of the Internet. Translated from the original by B. Warf SAGE Publications. , pp.233-234. (10.4135/9781473960367.n72)
De Clercq, S. et al., 2018. Modelling incomplete information in Boolean games using possibilistic logic. International Journal of Approximate Reasoning 93 , pp.1-23. (10.1016/j.ijar.2017.10.017)
De Ribaupierre, H. et al. 2018. Towards gender equality in software engineering: the NSA approach. Presented at: GE’18:IEEE/ACM 1st International Workshop on Gender Equality in Software Engineering Gothenburg, Sweden 28 May 2018. GE’18: GE’18:IEEE/ACM 1st International Workshop on Gender Equality in Software Engineering. New York: ACM(10.1145/3195570.3195579)
Ding, W. et al., 2018. An empirical study of shape recognition in ensemble learning context. Presented at: International Conference on Machine Learning and Cybernetics (ICMLC 2018) Chengdu, China 15-18 July 2018.
Espinosa-Anke, L. and Schockaert, S. 2018. SeVeN: Augmenting word embeddings with unsupervised relation vectors. Presented at: 27th International Conference on Computational Linguistics (COLING 2018) Santa Fe, NM, USA 20-26 August 2018.
Espinosa-Anke, L. and Schockaert, S. 2018. Syntactically aware neural architectures for definition extraction. Presented at: 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies New Orleans 1-6 June 2018.
Fahy, E. et al., 2018. LipidFinder on LIPID MAPS: peak filtering, MS searching and statistical analysis for lipidomics. Bioinformatics bty679. (10.1093/bioinformatics/bty679)
Fizza, K. et al., 2018. PASHE: Privacy Aware Scheduling in a Heterogeneous Fog Environment. Presented at: IEEE 6th International Conference on Future Internet of Things and Cloud Barcelona, Spain 6-8 August 2018.
Gagarin, A. and Corcoran, P. 2018. Multiple domination models for placement of electric vehicle charging stations in road networks. Computers and Operations Research 96 , pp.69-79. (10.1016/j.cor.2018.03.014)
Geo, L. et al., 2018. Automatic unpaired shape deformation transfer. ACM Transactions on Graphics 37 (6), pp.1-15. 237. (10.1145/3272127.3275028)
Gutierrez Basulto, V. , Ibanez-Garcia, Y. and Jung, J. C. 2018. Answering regular path queries over SQ ontologies. Presented at: Thirty-Second AAAI Conference on Artificial Intelligence New Orleans, Louisiana, USA 2-7 February 2018. Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Publications
Gutierrez Basulto, V. , Jung, J. C. and Kuzelka, O. 2018. Quantified Markov logic networks. Presented at: 16th International Conference on Principles of Knowledge Representation and Reasoning (KR-18) Tempe, Arizona, USA 30 October-2 November 2018. International Conference on Principles of Knowledge Representation and Reasoning.
Gutierrez Basulto, V. , Jung, J. C. and Sabellek, L. 2018. Reverse engineering queries in ontology-enriched systems: the case of expressive horn description logic ontologies. Presented at: IJCAI-ECAI 2018 Stockholm, Sweden 13-19 July 2018.
Han, Y. et al., 2018. CFD: a collaborative feature difference method for spontaneous micro-expression spotting. Presented at: IEEE International Conference on Image Processing Athens, Greece 7-10 October 2018. IEEE Xplore.
Hannah, C. , Spasic, I. and Corcoran, P. 2018. A computational model of pedestrian road safety: the long way round is the safe way home. Accident Analysis & Prevention (10.1016/j.aap.2018.06.004)
Hannah, C. , Spasic, I. and Corcoran, P. 2018. Modelling pedestrian safety with respect to road traffic crashes by estimating the safety of paths. Presented at: GIScience Research UK Conference Leicester, England 18-20 April 2018.
Harborne, D. et al. 2018. Conversational control interface to facilitate situational understanding in a city surveillance setting. Presented at: The fourth Linguistic and Cognitive Approaches to Dialog Agents Workshop (LACATODA 2018) Stockholm, Sweden 13 Jul 2018.
Harborne, D. et al. 2018. Reasoning and learning services for coalition situational understanding. Presented at: Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR IX (SPIE Defense and Commercial Sensing Conference 10635) Orlando, USA 16-18 April 2018. Published in: Kolodny, M. A. , Wiegmann, D. M. and Pham, T. eds. Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR IX. SPIE(10.1117/12.2307009)
Harborne, D. et al. 2018. Integrating learning and reasoning services for explainable information fusion. Presented at: ICPRAI 2018 - International Conference on Pattern Recognition and Artificial Intelligence Montreal, Canada 14-17 May 2018.
Innes, M. et al. 2018. Of instruments and data: Social media uses, abuses and analysis. In: The SAGE Handbook of Online Research Methods. Sage. , pp.108-124.
Jameel, M. , Bouraoui, Z. and Schockaert, S. 2018. Unsupervised learning of distributional relation vectors. Presented at: 56th Annual Meeting of the Association for Computational Linguistics Melbourne, Australia 15-20 July 2018.
Javed, A. , Burnap, P. and Rana, O. F. 2018. Prediction of drive-by download attacks on Twitter. Information Processing and Management (10.1016/j.ipm.2018.02.003)
Javed, A. et al. 2018. Scalable local energy management systems. Energy Procedia 142 , pp.3069. (10.1016/j.egypro.2017.12.446)
Jeawak, S. , Jones, C. and Schockaert, S. 2018. Mapping wildlife species distribution with social media: Augmenting text classification with species names. Presented at: GIScience 2018: 10th International Conference on Geographic Information Science Melbourne, Australia 28-31 August 2018. Published in: Winter, S. , Griffin, A. and Sester, M. eds. 10th International Conference of Geographic Information Science (GIScience 2018). Liebniz International Proceedings in Informatics. , pp.45:1-45:6.
Jiang, L. et al., 2018. 3D face reconstruction with geometry details from a single image. IEEE Transactions on Image Processing 27 (10), pp.4756-4770. (10.1109/TIP.2018.2845697)
Jonckheere, E. , Schirmer, S. and Langbein, F. 2018. Jonckheere-Terpstra test for nonclassical error versus log-sensitivity relationship of quantum spin network controllers. International Journal of Robust and Nonlinear Control
Jufeng, Y. et al., 2018. Weakly supervised coupled networks for visual sentiment analysis. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Lake Salt City, USA 18-22 Jun 2018.
Kimmig, A. et al. 2018. A collective, probabilistic approach to schema mapping using diverse noisy evidence. IEEE Transactions on Knowledge and Data Engineering (10.1109/TKDE.2018.2865785)
Kissling, W. D. et al., 2018. Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale.. Biological Reviews of the Cambridge Philosophical Society 93 (1), pp.600-625. (10.1111/brv.12359)
Knight, L. et al. 2018. Towards a methodology for creating time-critical, cloud-based CUDA applications. Presented at: IT4RIs 18: Interoperable infrastructures for interdisciplinary big data sciences- Time critical applications and infrastructure optimization Amsterdam, The Netherlands 18 January 2018. (10.5281/zenodo.1162877)
Krumhuber, E. G. et al. 2018. When facial expressions do and do not signal minds: the role of face inversion, expression dynamism, and emotion type. Emotion
Kuzelka, O. et al. 2018. PAC-reasoning in relational domains. Presented at: UAI2018: 34th Conference on Uncertainty in Artificial Intelligence Monterey, CA, USA 6-10 August 2018.
Kuzelka, O. et al., 2018. Relational marginal problems: theory and estimation. Presented at: 32nd AAAI Conference on Artificial Intelligence New Orleans, USA 2-7 February 2018.
Kuzelka, O. , Wang, Y. and Schockaert, S. 2018. VC-dimension based generalization bounds for relational learning. Presented at: ECML-PKDD 2018: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Dublin, Ireland 10-14 Sept 2018.
Lakoju, M. and Serrano, A. 2018. Saving costs with a big data strategy framework. Presented at: IEEE International Conference on Big Data Boston, MA 11-14 Dec 2017. 2017 IEEE International Conference on Big Data. IEEE. , pp.2340. (10.1109/BigData.2017.8258188)
Langenfeld, F. et al., 2018. SHREC 2018 - Protein Shape Retrieval. Presented at: EG workshop 3D Object Retrieval Delft, the Netherlands 16 April 2018.
Lei, Z. et al., 2018. Mining of nutritional ingredients in food for disease analysis. IEEE Access (10.1109/ACCESS.2018.2866389)
Leveque, L. et al. 2018. State of the art: Eye-tracking studies in medical imaging. IEEE Access (10.1109/ACCESS.2018.2851451)
Li, K. et al., 2018. Robust non-rigid registration with reweighted position and transformation sparsity. IEEE Transactions on Visualization and Computer Graphics
Liang, Y. et al., 2018. Knowledge graph construction with structure and parameter learning for indoor scene design. Computational Visual Media (10.1007/s41095-018-0110-3)
Liu, C. et al., 2018. Robust virtual unrolling of historical parchment XMT images. IEEE Transactions on Image Processing 27 (4), pp.1914-1926. (10.1109/TIP.2017.2783626)
Liu, H. and Cocea, M. 2018. Fuzzy rule based systems for gender classification from blog data. Presented at: 2018 International Conference on Advanced Computational Intelligence Xiamen, China 29-31 March 2018. 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI). IEEE(10.1109/ICACI.2018.8377585)
Liu, H. and Cocea, M. 2018. Granular computing based approach of rule learning for binary classification. Granular Computing (10.1007/s41066-018-0097-2)
Liu, H. and Cocea, M. 2018. Granular computing based machine learning: a big data processing approach. Studies in Big Data Heidelberg: Springer International Publishing. (10.1007/978-3-319-70058-8)
Liu, H. and Cocea, M. 2018. Induction of classification rules by Gini-Index based rule generation. Information Sciences 436-7 , pp.227-246. (10.1016/j.ins.2018.01.025)
Liu, H. , Cocea, M. and Ding, W. 2018. J-measure based pruning for advancing classification performance of information entropy based rule generation. Presented at: International Conference on Machine Learning and Cybernetics Chengdu, China 15-18 July 2018.
Liu, H. and Zhang, L. 2018. Fuzzy rule-based systems for recognition-intensive classification in granular computing context. Granular Computing (10.1007/s41066-018-0076-7)
Liu, H. and Zhao, H. 2018. Multi-task feature selection for advancing performance of image segmentation. Presented at: International Conference on Machine Learning and Cybernetics Chengdu, China 15-18 July 2018.
Liu, Y. , Li, B. and Lai, Y. 2018. Sparse MDMO: learning a discriminative feature for micro-expression recognition. IEEE Transactions on Affective Computing (10.1109/TAFFC.2018.2854166)
Luo, J. et al., 2018. Piecewise linear regression-based single image super-resolution via Hadamard transform. Information Sciences 462 , pp.315-330. (10.1016/j.ins.2018.06.030)
Mastio, M. et al., 2018. Distributed agent-based traffic simulations. IEEE Intelligent Transportation Systems Magazine 10 (1), pp.145-156. (10.1109/MITS.2017.2776162)
Mastio, M. et al., 2018. Two distribution methods for multiagent traffic simulations. Simulation Modelling Practice and Theory 89 , pp.35-47. (10.1016/j.simpat.2018.09.005)
McDermott Rees, Y. and Cerutti, F. 2018. Proposed Amicus Curiae observations for the Karadžić Judgment. United Nations Mechanism for International Criminal Tribunals
Medel, V. et al., 2018. Characterising resource management performance in Kubernetes. Computers and Electrical Engineering 68 , pp.286-297. (10.1016/j.compeleceng.2018.03.041)
Mohasseb, A. et al., 2018. Improving imbalanced question classification using structured smote based approach. Presented at: International Conference on Machine Learning and Cybernetics (ICMLC 2018) Chengdu, China 15-18 July 2018.
Mushthofa, M. , Schockaert, S. and De Cock, M. 2018. Fuzzy answer set programming: from theory to practice. In: Kosheleva, O. et al., Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy, etc. Methods and Their Applications. Springer
Mushthofa, M. et al., 2018. Modeling multi-valued biological interaction networks using Fuzzy Answer Set Programming. Fuzzy Sets and Systems 345 , pp.63-82. (10.1016/j.fss.2018.01.003)
Nawaf, L. F. , Allen, S. M. and Rana, O. F. 2018. Optimizing infrastructure placement in wireless mesh networks using NSGA-II. Presented at: IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th Intl. Conference on Data Science and Systems Exeter, UK 28-30 June 2018.
Noe, N. , Whitaker, R. M. and Allen, S. M. 2018. Personality homophily and geographic distance in Facebook. Cyberpsychology, Behavior, and Social Networking 21 (6) 361. (10.1089/cyber.2017.0615)
Peng, Y. et al., 2018. Anderson acceleration for geometry optimization and physics simulation. ACM Transactions on Graphics 37 (4) 42. (10.1145/3197517.3201290)
Pickup, D. et al., 2018. An evaluation of canonical forms for non-rigid 3D shape retrieval. Graphical Models 97 , pp.17-29. (10.1016/j.gmod.2018.02.002)
Preece, A. et al. 2018. Sentinel: a co-designed platform for semantic enrichment of social media streams. IEEE Transactions on Computational Social Systems 5 (1), pp.118-131. (10.1109/TCSS.2017.2763684)
Preece, A. D. 2018. Asking 'why' in AI: Explainability of intelligent systems - perspectives and challenges. Intelligent Systems in Accounting, Finance and Management 25 (2), pp.63-72. (10.1002/isaf.1422)
Priaulx, N. et al. 2018. The SPARC prototype: Towards a socio-technical innovation designed to create collaborative connections between experts. Presented at: SEESHOP Cardiff, UK 7 - 9 July 2018.
Prizeman, O. E. C. et al. 2018. How can century-old architectural hierarchies of access to and provision of public libraries be re-interpreted and re-used?. Journal of Cultural Heritage Management and Sustainable Development (10.1108/JCHMSD-08-2017-0051)
Purves, R. S. et al., 2018. Geographic information retrieval: progress and challenges in spatial search of text. Foundations and Trends in Information Retrieval 12 (2-3), pp.164-318. (10.1561/1500000034)
Qiao, Y. et al., 2018. SF-Net: Learning scene flow from RGB-D images with CNNs. Presented at: 29th British Machine Vision Conference (BMVC) Newcastle, UK 3-6 September 2018.
Quijano-Sánchez, L. et al., 2018. Applying automatic text-based detection of deceptive language to police reports: Extracting behavioral patterns from a multi-step classification model to understand how we lie to the police. Knowledge-Based Systems 149 , pp.155-168. (0.1016/j.knosys.2018.03.010)
Radanliev, P. et al., 2018. Future developments in cyber risk assessment for the internet of things. Computers in Industry 102 , pp.14-22. (10.1016/j.compind.2018.08.002)
Rafferty, J. et al., 2018. On average, a professional rugby union player is more likely than not to sustain a concussion after 25 matches. British Journal of Sports Medicine (10.1136/bjsports-2017-098417)
Rahimi, N. et al., 2018. CAD Model simplification error estimation for electrostatics problems. Siam Journal on Scientific Computing 40 (1), pp.B196-B227. (10.1137/16M1078641)
Rana, O. et al. 2018. Vertical workflows: Service orchestration across cloud & edge resources. Presented at: IEEE 6th International Conference on Future Internet of Things and Cloud Barcelona, Spain 6-8 August 2018.
Ranjan, R. et al., 2018. The next grand challenges: integrating the internet of things and data science. IEEE Cloud Computing 5 (3), pp.12-26. (10.1109/MCC.2018.032591612)
Ren, B. et al., 2018. Real-time high-fidelity surface flow simulation. IEEE Transactions on Visualization and Computer Graphics 24 (8), pp.2411-2423. (10.1109/TVCG.2017.2720672)
Rhode, M. , Burnap, P. and Jones, K. 2018. Early-Stage malware prediction using recurrent neural networks. Computers and Security
Rosin, P. et al. 2018. Virtual recovery of content from x-ray micro-tomography scans of damaged historic scrolls. Scientific Reports
Schirmer, S. et al., 2018. Robustness of energy landscape control for spin networks under decoherence. Presented at: IEEE 57th Annual Conference on Decision and Control (CDC) Fontainebleau in Miami Beach, FL, USA December 17-19, 2018.
Schockaert, S. and Li, S. 2018. Reasoning about betweenness and RCC8 constraints in qualitative conceptual spaces. Presented at: 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI-18) Stockholm, Sweden 13-19 July 2018. Published in: Lang, J. ed. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization. , pp.1963-1969. (10.24963/ijcai.2018/271)
Scourfield, J. et al. 2018. The number and characteristics of newspaper and Twitter reports on suicides and road traffic deaths in young people. Archives of Suicide Research (10.1080/13811118.2018.1479321)
Sheil, H. , Rana, O. and Reilly, R. 2018. Predicting purchasing intent: Automatic feature learning using recurrent neural networks. Presented at: 2018 SIGIR Workshop on eCommerce Ann Arbor, MI, USA 12 July 2018.
Sheil, H. , Rana, O. and Reilly, R. 2018. Understanding ecommerce clickstreams: a tale of two states. Presented at: KDD Deep Learning Workshop London, UK 20 August 2018. Association for Computing Machinery
Simpkin, C. et al. 2018. A Scalable Vector Symbolic Architecture Approach for Decentralized Workflows. Presented at: The Eighth International Conference on Advanced Collaborative Networks, Systems and Applications COLLA 2018 Venice, Italy 24-28 June, 2018.
Slade, J. 2018. Automatic semantic and geometric enrichment of CityGML 3D building models of varying architectural styles with HOG-based template matching. PhD Thesis , Cardiff University.
Sourek, G. et al., 2018. Lifted relational neural networks: Efficient learning of latent relational structures. Journal of Artificial Intelligence Research
Spasic, I. 2018. Acronyms as an integral part of multi–word term recognition - A token of appreciation. IEEE Access
Spasic, I. et al. 2018. Head to head: Semantic similarity of multi-word terms. IEEE Access 6 , pp.20545-20557. (10.1109/ACCESS.2018.2826224)
Spasic, I. et al. 2018. MeMo: a hybrid SQL/XML approach to metabolomic data management for functional genomics. BMC Bioinformatics 7 281. (10.1186/1471-2105-7-281)
Spasic, I. et al. 2018. Closing in on open-ended patient questionnaires with text mining. Presented at: UK Healthcare Text Analytics Conference (HealTAC) Manchester, UK 18-19 April 2018.
Stefanic, P. et al. 2018. TOSCA-based SWITCH workbench for application composition and Infrastructure planning of time-critical applications. Presented at: The 3rd edition in the series of workshop on Interoperable infrastructures for interdisciplinary big data sciences (IT4RIs 18) Amsterdam, The Netherlands 18 January 2018.
Stefanic, P. et al. 2018. Non-functional requirements optimisation for multi-tier cloud applications: An early warning system case study. Presented at: 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) San Francisco, CA, USA 4-8 August 2017. 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE(10.1109/UIC-ATC.2017.8397637)
Stocker, M. et al., 2018. Curating scientific information in knowledge infrastructures. Data Science Journal
Taherizadeh, S. et al., 2018. Monitoring self-adaptive applications within edge computing frameworks: A state-of-the-art review. Journal of Systems and Software 136 , pp.19-38. (10.1016/j.jss.2017.10.033)
Taherkhani, A. et al., 2018. A supervised learning algorithm for learning precise timing of multiple spikes in multilayer spiking neural networks. IEEE Transactions on Neural Networks and Learning Systems (10.1109/TNNLS.2018.2797801)
Tan, Q. et al., 2018. Variational autoencoders for deforming 3D mesh models. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Lake Salt City, USA 18-22 Jun 2018.
Thimm, M. , Cerutti, F. and Rienstra, T. 2018. Probabilistic graded semantics. Presented at: COMMA 2018: 7th International Conference on Computational Models of Argument Warsaw, Poland 12-14 September 2018.
Tomsett, R. et al., 2018. Interpretable to whom? A role-based model for analyzing interpretable machine learning systems. Presented at: 3rd Annual Workshop on Human Interpretability in Machine Learning (WHI 2018) Stockholm, Sweden 14 July 2018.
Tu, K. et al., 2018. Classifying types of network communities using motifs. Presented at: Machine Learning, Data Analytics and Modeling - DATAM'18 at CCS'18 Thessaloniki, Greece 23-28 September 2018.
Tu, K. et al., 2018. Network classification in temporal networks using motifs. Presented at: 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD'18) Dublin, Ireland 10-14 September 2018.
Walker, D. 2018. Morton ordering of 2D arrays for efficient access to hierarchical memory. International Journal of High Performance Computing Applications 32 (1), pp.189-203. (10.1177/1094342017725568)
Wan, L. et al., 2018. Scribble-based gradient mesh recoloring. Multimedia Tools and Applications 77 (11), pp.13753-13771. (10.1007/s11042-017-4987-0)
Wang, T. et al., 2018. Consistent segment-wise matching with multi-layer graphs. Presented at: EG UK Computer Graphics & Visual Computing Swansea, UK 13-14 September 2018.
Wang, X. , Veeravalli, B. and Rana, O. F. 2018. An optimal task-scheduling strategy for large-scale astronomical workloads using in-transit computation model. International Journal of Computational Intelligence Systems 11 (1), pp.600-607. (10.2991/ijcis.11.1.45)
Whitaker, R. M. , Colombo, G. B. and Rand, D. G. 2018. Indirect reciprocity and the evolution of prejudicial groups. Scientific Reports 8 (1) 13247. (10.1038/s41598-018-31363-z)
Williams, M. L. et al. 2018. Under the corporate radar: Examining insider business cybercrime victimization through an application of routine activities theory. Deviant Behavior (10.1080/01639625.2018.1461786)
Wu, J. and Ji, Z. 2018. Seeing the unseen: Locating objects from reflections. Presented at: 19th Towards Autonomous Robotic Systems (TAROS) Conference Bristol, UK 25- 27 July 2018.
Wu, Q. et al., 2018. Alive caricature from 2D to 3D. Presented at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Lake Salt City, USA 18-22 Jun 2018.
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