Computer Science Research Group

Research output

Research output per year 1983 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2023

• 414 Conference publication
• 365 Article
• 57 Chapter
• 33 Technical report
• 151 More
  • 32 Chapter (peer-reviewed)
  • 25 Unpublished Conference Paper
  • 17 Editorial
  • 15 Other chapter contribution
  • 9 Letter, comment or opinion
  • 8 Edited Book
  • 7 Abstract
  • 6 Scholarly edition
  • 6 Foreword/postscript
  • 3 Entry for encyclopedia/dictionary
  • 3 Conference article
  • 3 Special issue
  • 3 Working paper
  • 2 Book
  • 2 Commissioned report
  • 2 Other report
  • 2 Other
  • 2 Poster
  • 1 Review article
  • 1 Patent
  • 1 Manual
  • 1 Project report

Research output per year

Research output per year

Search results

• 2012

  Knowledge integration for analyzing ChIP-seq

  Zhou, D. & He, Y., 2012, In: Advanced Materials Research. 532-533, p. 1344-1348 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Microarrays 100%
  • Genes 83%
  • Statistical Models 79%
  • Ontology 74%

• Market-awareness in service-based systems

  Torres, R., Bencomo, N. & Astudillo, H., 2012, 2012 IEEE sixth international conference on self-adaptive and self-organizing systems workshops SASOW 2012. IEEE, p. 169-174 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Specifications 100%
  • Quality of service 48%
  • Software agents 37%
  • Compliance 27%

• Mitigating the obsolescence of quality specifications models in service-based systems

  Torres, R., Bencomo, N. & Astudillo, H., 2012, Mmodel-driven requirements engineering workshop (MoDRE), 2012 IEEE. IEEE, p. 68-76 9 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Obsolescence 100%
  • Specifications 46%
  • Quality of service 24%
  • Linguistics 9%
  • Engineers 7%

• Modelling the underlying principles of human aesthetic preference in evolutionary art

  Ekárt, A., Joó, A., Sharma, D. & Chalakov, S., Jun 2012, In: Journal of Mathematics and the Arts. 6, 2-3, p. 107-124 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Aesthetic Preference 100%
  • Aesthetics 98%
  • Art 87%
  • Human 65%
  • Evolutionary 62%

• Novel visualization methods for protein data

  Mumtaz, S., Nabney, I. & Flower, D., 2012, 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE, p. 198-205 8 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Proteins 100%
  • Visualization 83%
  • Electrostatics 23%
  • Principal component analysis 20%
  • Experiments 7%

• Proactive environmental systems: the next generation of environmental monitoring

  Rönkkö, M., Kotovirta, V., Karatzas, K., Bastin, L., Stocker, M. & Kolehemainen, M., 1 Dec 2012, International Environmental Modelling and Software Society (iEMSs) 2012 International Congress on Environmental Modelling and Software. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty, sixth biennial meeting, Leipzig, Germany. Seppelt, R., Voinov, A. A., Lange, S. & Bankamp, D. (eds.). International Environmental Modelling and Software Society , Vol. Manno (CH). 8 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • environmental monitoring 100%
  • Shape 63%
  • services 61%
  • Monitoring 54%
  • monitoring system 47%

• Probabilistic resource space model for managing resources in cyber-physical society

  Zhuge, H. & Xing, Y., 24 Feb 2012, In: IEEE Transactions on Services Computing. 5, 3, p. 404-421 17 p., 1.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Resources 100%
  • Normal Form 49%
  • Integrity 33%
  • Uncertainty 24%
  • Cyberspace 22%

• Relaxing claims: coping with uncertainty while evaluating assumptions at run time

  Ramirez, A., H.C. Cheng, B., Bencomo, N. & Sawyer, P., 1 Sep 2012, Model driven engineering languages and systems: 15th International Conference, MODELS 2012, Innsbruck, Austria, September 30–October 5, 2012. Proceedings. France, R. B., Kazmeier, J., Breu, R. & Atkinson, C. (eds.). Springer, p. 53-69 17 p. (Lecture notes in computer science; no. 7590).

  Research output: Chapter in Book/Published conference output › Conference publication

  • environmental conditions 100%
  • cost 66%
  • marker 53%
  • document 48%
  • software 41%

• Resource-aware configuration in smart camera networks

  Rinner, B., Dieber, B., Esterle, L., Lewis, P. R. & Yao, X., 20 Aug 2012, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. 58-65 8 p. 6239207

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Cameras 100%
  • Monitoring 79%
  • Specifications 45%

• Run-time model evaluation for requirements model-driven self-adaptation

  Welsh, K. & Bencomo, N., 1 Jan 2012, 2012 20th IEEE International Requirements Engineering Conference (RE): proceedings. IEEE, p. 329-330 2 p. (IEEE conference publications).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Adaptive systems 100%
  • Uncertainty 28%

• Satisfying requirements for pervasive service compositions

  Cavallaro, L., Sawyer, P., Sykes, D., Bencomo, N. & Issarny, V., 2012, MRT '12 Proceedings of the 7th Workshop on Models@run.time. New York, NY (US) : ACM, p. 17-22 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Chemical analysis 100%
  • Mobile computing 43%
  • Availability 36%
  • Specifications 33%

• Self-calibrated, multi-spectral photometric stereo for 3D face capture

  Vogiatzis, G. & Hernández, C., Mar 2012, In: International Journal of Computer Vision. 97, 1, p. 91-103 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Calibration 100%
  • Computer hardware 50%
  • Rigidity 43%
  • Lighting 34%
  • Cameras 30%

• Self-explanation in adaptive systems

  Bencomo, N., Welsh, K., Sawyer, P. & Whittle, J., 2012, ICECCS '12 Proceedings of the 2012 IEEE 17th International Conference on Engineering of Complex Computer Systems. IEEE, p. 157-166 10 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Adaptive systems 100%
  • Testing 9%
  • Experiments 6%

• Semantic sentiment analysis of Twitter

  Saif, H., He, Y. & Alani, H., 2012, The semantic web – ISWC 2012: 11th international semantic web conference, Boston, MA, USA, November 11-15, 2012, proceedings, part 1. Cudré-Mauroux, P., Heflin, J., Sirin, E. & E. A. (eds.). Heildelberg (DE): Springer, Vol. 7649. p. 508-524 17 p. (Lecture notes in computer science; vol. 7649).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Sentiment analysis 100%
  • Semantics 61%
  • Classifiers 21%
  • Industry 13%

• Social and organizational impacts of emerging mobile devices: evaluating use

  Lumsden, J. (ed.), 15 Jan 2012, Hershey (US): IGI Global. (Premier reference source)

  Research output: Book/Report › Edited Book

  • Mobile Technology 100%
  • Mobile Devices 89%
  • Organizational Impacts 77%
  • Usability 31%
  • Evaluation Design 22%

• Specification and quantitative analysis of probabilistic cloud deployment patterns

  Johnson, K., Reed, S. & Calinescu, R., 2012, Hardware and software : verification and testing: 7th international Haifa Verification Conference, HVC 2011, Haifa, Israel, December 6-8, 2011, revised selected papers. Eder, K., Lourenço, J. & Shehory, O. (eds.). Berlin (DE): Springer, p. 145-159 15 p. (Lecture notes in computer science; vol. 7261).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Quantitative Analysis 100%
  • Specification 72%
  • Chemical analysis 52%
  • Specifications 52%
  • Temporal logic 47%

• Summary of the 6th international workshop on models@run.time

  Bencomo, N., Blair, G., France, R., Cheng, B. H. C. & Jeanneret, C., 2012, Models in software engineering: workshops and symposia at MODELS 2011, Wellington, New Zealand, October 16-21, 2011, reports and revised selected papers. Kienzle, J. (ed.). Berlin (DE): Springer, p. 149-151 3 p. (Lecture notes in computer science; no. 7590).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Summary 100%
  • Jeanneret 47%
  • New Zealand 23%
  • France 17%

• Summary of the 7th international workshop on Models@run.time

  Bencomo, N., Blair, G., Götz, S., Morin, B. & Rumpe, B., 1 Jan 2012, MRT '12 proceedings of the 7th Workshop on Models@run.time . New York, NY (US): ACM, p. 1-2 2 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  • Control theory 100%
  • Artificial intelligence 87%

• Tale of two studies: challenges in field research with low-literacy adult learners in a developed country

  Munteanu, C., Molyneaux, H., Maitland, J., McDonald, D., Leung, R., Lumsden, J. & Fournier, H., 5 May 2012, CHI '12 extended abstracts on human factors in computing systems. New York, NY (US) : ACM, p. 489-504 16 p.

  Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

  • field research 100%
  • literacy 71%
  • developing country 26%
  • illiteracy 20%
  • school education 17%

• Transition of legacy systems to semantically enabled applications: TAO method and tools

  Wang, H., Damljanovic, D., Payne, T., Gibbins, N. & Bontcheva, K., Dec 2012, In: Semantic Web. 3, 2, p. 157-168 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Legacy systems 100%
  • Semantic Web 79%
  • Web services 53%

• UncertWeb processing service: making models easer to access on the web

  Jones, R., Cornford, D. & Bastin, L., Dec 2012, In: Transactions in GIS. 16, 6, p. 921-939 19 p.

  Research output: Contribution to journal › Article › peer-review

  File

  • services 100%
  • stack 29%
  • protocol 26%
  • well technology 22%
  • data exchange 20%

• Understanding the IT-related attitudes and needs of persons with age-related macular degeneration: a case study

  Hakobyan, L., Lumsden, J., O'Sullivan, D. & Bartlett, H., 2012, Proceedings of BCS HCI 2012 - People and Computers XXVI. 6 p.

  Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

  File

  • Nutrition 100%
  • Knowledge acquisition 92%

• Using the max-sum algorithm for supply chain formation in dynamic multi-unit environments

  Winsper, M. & Chli, M., 2012, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, 2012.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

• Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions

  Shen, Y., Cornford, D., Opper, M. & Archambeau, C., Mar 2012, In: Computational Statistics. 27, 1, p. 149-176 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Markov Chain Monte Carlo 100%
  • Nonlinear Diffusion 94%
  • Smoothing 90%
  • Diffusion Process 76%
  • Sampling 49%

• Weakly supervised joint sentiment-topic detection from text

  Lin, C., He, Y., Everson, R. & Rüger, S., Jun 2012, In: IEEE Transactions on Knowledge and Data Engineering. 24, 6, p. 1134-1145 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sentiment Analysis 100%
  • Reverse 75%
  • Text 72%
  • Sentiment analysis 64%
  • Opinion Mining 55%

• Web services for forest data, analysis and monitoring: developments from EuroGEOSS

  Bastin, L., MacInerney, D., Revez, G., Figueiredo, C., Simonetti, D., Barredo, J., Achard, F. & San-Miguel-Ayanz, J., 25 Jul 2012, In: Earthzine.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Biodiversity 100%
  • Timber 75%
  • Data transfer 70%
  • Metadata 68%
  • Interoperability 65%

• Which service interfaces fit the model web?

  Schade, S., Ostländer, N., Granell, C., Schulz, M., McInerney, D., Dubois, G., Vaccari, L., Chinosi, M., Díaz, L., Bastin, L. & Jones, R., 2012, Proceedings of GEOProcessing 2012. Wilmington (US): XPS

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File
• 2011

  A diversity dilemma in evolutionary markets

  Lewis, P. R., Marrow, P. & Yao, X., 1 Dec 2011, ICEC '11: proceedings of the 13th International Conference on Electronic Commerce. New York, NY (US): ACM, 10 p. 29. (ACM international conference proceeding series).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Resource allocation 100%
  • Scalability 95%

• Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis

  Marcos, J. V., Hornero, R., Nabney, I. T., Álvarez, D. & del Campo, F., 2011, Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 2011. IEEE, p. 1745-1748 4 p. (Conference proceedings IEEE Engineering in Medicine and Biology Society).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Entropy 100%
  • Sleep Apnea Syndromes 90%
  • Sleep 88%
  • Obstructive Sleep Apnea 85%
  • Oxygen 67%

• A novel framework of training hidden Markov support vector machines from lightly-annotated data

  Zhou, D. & He, Y., 2011, Proceeding : CIKM '11 proceedings of the 20th ACM international conference on Information and knowledge management . Berendt, B., de Vries, A., Fan, W., Macdonald, C., Ounis, I. & Ruthven, I. (eds.). New York (US): ACM, p. 2025-2028 4 p.

  Research output: Chapter in Book/Published conference output › Other chapter contribution

  • Support vector machines 100%
  • Semantics 84%

• Applications of evolutionary computation: EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy, April 27-29, 2011, Proceedings, Part I

  di Chio, C. (ed.), Cagnoni, S. (ed.), Cotta, C. (ed.), Ebner, M., Ekárt, A., Esparcia-Alcázar, A. I., Merelo, J. J., Neri, F., Preuss, M., Richter, H., Togelius, J., Yannakakis, G. N. & Yannakakis, G. N., 2011, Berlin (DE): Springer. (Lecture Notes in Computer Science; vol. 6624)

  Research output: Book/Report › Scholarly edition

• AstonCAT-plus: an efficient specialist for the TAC market design tournament

  Chang, M., He, M. & Luo, X., 2011, Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Walsh, T. (ed.). Palo Alto (US): AAAI, Vol. 1. p. 146-151 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Fees and charges 100%
  • Profitability 42%
  • Experiments 16%

• A survey of self-awareness and its application in computing systems

  Lewis, P. R., Chandra, A., Parsons, S., Robinson, E., Glette, K., Bahsoon, R., Torresen, J. & Yao, X., 2011, Proceedings : 2011 5th IEEE Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2011. IEEE, p. 102-107 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

• Automatically extracting polarity-bearing topics for cross-domain sentiment classification

  He, Y., Alani, H. & Lin, C., 2011, Proceeding : HLT '11 proceedings of the 49th annual meeting of the association for computational linguistics: human language technologies. Lin, D. (ed.). Stroudsburg, PA (US): Association for Computational Linguistics, Vol. 1. p. 123-131 9 p.

  Research output: Chapter in Book/Published conference output › Other chapter contribution

  • Tuning 100%
  • Classifiers 90%

• Automatic object segmentation from calibrated images

  Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 2011, 2011 Conference for Visual Media Production (CVMP). IEEE, p. 126-137 12 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  • Textures 100%
  • Cameras 88%
  • Brushes 74%
  • Cost functions 57%
  • Color 44%

• Automatic processing, quality assurance and serving of real-time weather data

  Williams, M., Cornford, D., Bastin, L., Jones, R. & Parker, S., Mar 2011, In: Computers and Geosciences. 37, 3, p. 353-362 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • quality assurance 100%
  • Quality assurance 97%
  • Interpolation 77%
  • Meteorology 65%
  • weather 63%

• Biologically inspired features for scene classification in video surveillance

  Huang, K., Tao, D., Yuan, Y., Li, X. & Tan, T., 1 Feb 2011, In: IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 41, 1, p. 307-313 7 p.

  Research output: Contribution to journal › Letter, comment or opinion › peer-review

  • Cognition 100%
  • Databases 76%
  • Experiments 44%

• Biomedical events extraction using the hidden vector state model

  Zhou, D. & He, Y., Nov 2011, In: Artificial Intelligence in Medicine. 53, 3, p. 205-213 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Proteins 100%
  • Structural Models 32%
  • Machine Learning 30%
  • Information Systems 30%
  • Information Storage and Retrieval 24%

• Colour image coding with matching pursuit in the spatio-frequency domain

  Maciol, R., Yuan, Y. & Nabney, I. T., Sep 2011, In: Lecture Notes in Computer Science. 6978, p. 306-317 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Coding 100%
  • Matching Pursuit 96%
  • Color Image 90%
  • JPEG2000 74%
  • Frequency Domain 64%

• Comparison between conventional and stochastic pinning control

  Herzallah, R. & Lowe, D., 2011, 2011 19 th Mediterranean Conference on Control and Automation (MED). IEEE, p. 730-735 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  • Feedback control 100%
  • Uncertainty 47%
  • Dynamic models 30%

• Design software architecture models using ontology

  Sun, J., Wang, H. H. & Hu, T., Dec 2011, SEKE 2011 - Proceedings of the 23rd International Conference on Software Engineering and Knowledge Engineering. p. 191-196 6 p. (International Conference on Software Engineering and Knowledge Engineering. Proceedings).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Software architecture 100%
  • Ontology 81%
  • Semantic Web 49%
  • Communication 24%
  • Software engineering 19%

• Dynamic QoS management and optimisation in service-based systems

  Calinescu, R. C., Grunske, L., Kwiatkowska, M., Mirandola, R. & Tamburrelli, G., May 2011, In: IEEE Transactions on Software Engineering. 37, 3, p. 387-409 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Quality of service 100%
  • Legacy systems 20%
  • Optimal systems 19%
  • Temporal logic 18%
  • Software engineering 12%

• Dynamic variability in adaptive systems

  Chitchyan, R., Morin, B., Fleurey, F., Bencomo, N., Solberg, A. & Genssler, T., 2011, Aspect-oriented, model-driven software product lines: the AMPLE way. Rashid, A., Royer, J-C. & Rummler, A. (eds.). Cambridge University Press, p. 347-377 31 p.

  Research output: Chapter in Book/Published conference output › Chapter

  • Adaptive systems 100%
  • Personal digital assistants 52%
  • Computer hardware 26%

• Estimating parameters in stochastic systems: a variational Bayesian approach

  Vrettas, M., Cornford, D. & Opper, M., 15 Nov 2011, In: Physica D. 240, 23, p. 1877–1900 24 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stochastic systems 100%
  • Bayesian Approach 82%
  • Stochastic Systems 81%
  • estimating 74%
  • inference 37%

• Examining the relationship between risk assessment and risk management in mental health

  Gilbert, E., Adams, A. & Buckingham, C. D., Dec 2011, In: Journal of Psychiatric and Mental Health Nursing. 18, 10, p. 862-868 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Risk Management 100%
  • Risk Assessment 76%
  • Mental Health 71%
  • Mentally Ill Persons 21%
  • Nurses 19%

• Foreword: 2nd workshop requirements@run.time

  Bencomo, N., Letier, E., Finkelstein, A., Whittle, J. & Welsh, K., 2011, Proceedings of the 2011 2nd international workshop on Requirements@Run.Time. Bencomo, N., Letier, E., Finkelstein, A., Whittle, J. & Welsh, K. (eds.). IEEE, p. iii-v 3 p.

  Research output: Chapter in Book/Published conference output › Foreword/postscript

  Open Access

  File

  • edition 100%
  • Italy 89%
  • engineering 65%

• Grayscale and colour image Codec based on matching pursuit in the spatio-frequency domain

  Maciol, R., Yuan, Y. & Nabney, I., 11 Apr 2011, (Unpublished) Aston University. 19 p.

  Research output: Book/Report › Other report

  File

  • Color 100%
  • Color matching 50%
  • Atoms 36%
  • Image coding 34%
  • Data structures 28%

• Higher-order co-occurrences for exploratory point pattern analysis and decision tree clustering on spatial data

  Leibovici, D. G., Bastin, L. & Jackson, M., Mar 2011, In: Computers and Geosciences. 37, 3, p. 382-389 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Decision trees 100%
  • spatial data 98%
  • Statistics 77%
  • Epidemiology 72%
  • Higher order statistics 68%

• Human-computer interaction and innovation in handheld, mobile and wearable technologies

  Lumsden, J. (ed.), Apr 2011, Hershey (US): IGI Global. 406 p.

  Research output: Book/Report › Edited Book

  • Mobile commerce 100%
  • Wearable technology 75%
  • Human computer interaction 67%
  • User interfaces 59%
  • Industry 29%

• Improving scheduling techniques in heterogeneous systems with dynamic, on-line optimisations

  Bogdański, M., Lewis, P. R., Becker, T. & Yao, X., 2011, Proceedings of the International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2011. IEEE, p. 496-501 6 p.

  Research output: Chapter in Book/Published conference output › Conference publication

  • Dynamical systems 100%
  • Scheduling 84%
  • Graphics processing unit 75%
  • Field programmable gate arrays (FPGA) 66%
  • Resource allocation 34%