City Research Online

Article

Ali, H., D'Avila Garcez, A.S., Tran, S.N., Zhou, X. and Iqbal, K. (2014). Unimodal late fusion for NIST i-vector challenge on speaker detection. Electronics Letters, 50(15), pp. 1098-1100. doi: 10.1049/el.2014.1207

Alonso, E. ORCID: 0000-0002-3306-695X and Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). What Have Computational Models Ever Done for Us?: A Case Study in Classical Conditioning. International Journal of Artificial Life Research, 4(1), pp. 1-12. doi: 10.4018/ijalr.2014010101

Andrienko, N., Andrienko, G. and Fuchs, G. (2014). Analysis of mobility behaviors in geographic and semantic spaces. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 341-342. doi: 10.1109/VAST.2014.7042556

Andrienko, N., Andrienko, G., Fuchs, G. and Stange, H. (2014). Detecting and tracking dynamic clusters of spatial events. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 219-220. doi: 10.1109/VAST.2014.7042499

Angelelli, P., Oeltze, S., Turkay, C., Haasz, J., Hodneland, E., Lundervold, A., Hauser, H. and Preim, B. (2014). Interactive Visual Analysis of Heterogeneous Cohort Study Data. IEEE Computer Graphics and Applications, PP(99), doi: 10.1109/MCG.2014.40

Bawden, D. and Robinson, L. (2014). As long as we don't pretend that it is science. Journal of Documentation, 70(1), pp. 2-3.

Beecham, R. and Wood, J. (2014). Characterising group-cycling journeys using interactive graphics. Transportation Research Part C: Emerging Technologies, 47(2), pp. 194-206. doi: 10.1016/j.trc.2014.03.007

Beecham, R. and Wood, J. (2014). Exploring gendered cycling behaviours within a large-scale behavioural data-set. Transportation Planning and Technology, 37(1), pp. 83-97. doi: 10.1080/03081060.2013.844903

Beecham, R., Wood, J. and Bowerman, A. (2014). Studying commuting behaviours using collaborative visual analytics. Computers, Environment and Urban Systems, 47, pp. 5-15. doi: 10.1016/j.compenvurbsys.2013.10.007

Benetos, E., Ewert, S. and Weyde, T. (2014). Automatic transcription of pitched and unpitched sounds from polyphonic music. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3107-3111. doi: 10.1109/ICASSP.2014.6854172

Besold, T. R. (2014). A note on chances and limitations of psychometric AI. Lecture Notes in Computer Science, 8736, pp. 49-54. doi: 10.1007/978-3-319-11206-0_5

Besold, T. R. and Kuhnberger, K-U. (2014). Applying AI for modeling and understanding analogy-based classroom teaching tools and techniques. Lecture Notes in Computer Science, 8736, pp. 55-61. doi: 10.1007/978-3-319-11206-0_6

Birkeland, A., Turkay, C. and Viola, I. (2014). Perceptually Uniform Motion Space. IEEE Transactions on Visualization and Computer Graphics, 20(11), pp. 1542-1554. doi: 10.1109/TVCG.2014.2322363

Bishop, P. G. and Strigini, L. (2014). Estimating worst case failure dependency with partial knowledge of the difficulty function. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8666, pp. 186-201. doi: 10.1007/978-3-319-10506-2_13

Comuzzi, M. and Martinez, R. I. R. (2014). Customized Infrastructures for Monitoring Business Processes. 2014 IEEE 8th International Symposium on Service Oriented System Engineering (SOSE), pp. 122-127. doi: 10.1109/SOSE.2014.19

Ellis, S., Makri, S. and Attfield, S. (2014). Keeping Up With the Law: Investigating Lawyers’ Monitoring Behaviour. New Library World, 115(7/8),

Fairbank, M., Li, S., Fu, X., Alonso, E. and Wunsch, D. C. (2014). An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks, 49, pp. 74-86. doi: 10.1016/j.neunet.2013.09.010

Fairbank, M., Prokhorov, D. and Alonso, E. (2014). Clipping in Neurocontrol by Adaptive Dynamic Programming. IEEE Transactions on Neural Networks and Learning Systems, 25(10), pp. 1909-1920. doi: 10.1109/TNNLS.2014.2297991

França, M. V. M., Zaverucha, G. and Garcez, A. (2014). Fast relational learning using bottom clause propositionalization with artificial neural networks. Machine Learning, 94(1), pp. 81-104. doi: 10.1007/s10994-013-5392-1

Groce, A., Kulesza, T., Zhang, C., Shamasunder, S., Burnett, M., Wong, W-K, Stumpf, S., Das, S., Shinsel, A., Bice, F. and McIntosh, K. (2014). You are the only possible oracle: Effective test selection for end users of interactive machine learning systems. IEEE Transactions on Software Engineering, 40(3), pp. 307-323. doi: 10.1109/TSE.2013.59

Hakobyan, L., Lumsden, J. and O'Sullivan, D. (2014). Older Adults with AMD as Co-Designers of an Assistive Mobile Application. International Journal of Mobile Human Computer Interaction, 6(1), pp. 54-70. doi: 10.4018/ijmhci.2014010104

Jianu, R., Rusu, A., Hu, Y. and Taggart, D. (2014). How to Display Group Information on Node-Link Diagrams: An Evaluation. IEEE Transactions on Visualization and Computer Graphics, 20(11), pp. 1530-1541. doi: 10.1109/TVCG.2014.2315995

Kachkaev, A., Wood, J. and Dykes, J. (2014). Glyphs for exploring crowd-sourced subjective survey classification. Computer Graphics Forum, 33(3), pp. 311-320. doi: 10.1111/cgf.12387

Kalyvianaki, E., Charalambous, T. and Hand, S. (2014). Adaptive Resource Provisioning for Virtualized Servers Using Kalman Filters. ACM Transactions on Autonomous and Adaptive Systems, 9(2), p. 10. doi: 10.1145/2626290

King, C., Hall, J., Banda, M., Beard, J., Bird, J., Kazembe, P. and Fottrell, E. (2014). Electronic data capture in a rural African setting: evaluating experiences with different systems in Malawi. Global Health Action, 7(1), doi: 10.3402/gha.v7.25878

Kloukinas, C. and Ozkaya, M. (2014). Realizable, Connector-Driven Software Architectures for Practising Engineers. Communications in Computer and Information Science, 457, pp. 273-289. doi: 10.1007/978-3-662-44920-2_17

Kodagoda, N., Attfield, S., Choudhury, T., Rooney, C., Mapp, G., Nguyen, P., Slabbert, L., Wong, B.L.W., Aiash, M., Zheng, Y., Xu, K. and Lasebae, A. (2014). Concern level assessment: Building domain knowledge into a visual system to support network-security situation awareness. Information Visualization, 13(4), pp. 346-360. doi: 10.1177/1473871613490291

Krotsiani, M. and Spanoudakis, G. (2014). Continuous certification of non-repudiation in cloud storage services. Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 929-934. doi: 10.1109/TrustCom.2014.122

Lee, D. (2014). Webs of "Wirkung": Modelling the interconnectedness of classification schemes. Advances in Knowledge Organization, 14, pp. 200-207.

Maiden, N., Lockerbie, J., Zachos, K., Bertolino, A., Angelis, G. and Lonetti, F. (2014). A Requirements-Led Approach for Specifying QoS-Aware Service Choreographies: An Experience Report.. Lecture Notes in Computer Science, 8396, pp. 239-253. doi: 10.1007/978-3-319-05843-6_18

Martinez, M., Krumnack, U., Smaill, A., Besold, T. R., Abdel-Fattah, A. M. H., Schmidt, M., Gust, H., Kuhnberger, K-U., Guhe, M. and Pease, A. (2014). Algorithmic aspects of theory blending. Lecture Notes in Computer Science, 8884, pp. 180-192. doi: 10.1007/978-3-319-13770-4_16

Mondragon, E. ORCID: 0000-0003-4180-1261, Gray, J., Alonso, E., Bonardi, C. and Jennings, D. J. (2014). SSCC TD: A Serial and Simultaneous Configural-Cue Compound Stimuli Representation for Temporal Difference Learning. PLoS One, 9(7), e102469. doi: 10.1371/journal.pone.0102469

Nguyen, P., Xu, K., Walker, R. and Wong, B.L.W. (2014). SchemaLine: Timeline visualization for sensemaking. 2014 18th International Conference on Information Visualisation (IV), pp. 225-233. doi: 10.1109/IV.2014.14

O'Sullivan, D., Doyle, J., Michalowski, W., Wilk, S., Thomas, R. and Farion, K. (2014). Expanding usability analysis with intrinsic motivation concepts to learn about CDSS adoption: a case study. Health Policy and Technology, 3(2), pp. 113-125. doi: 10.1016/j.hlpt.2014.02.001

O'Sullivan, D., Wilk, S., Michalowski, W., Slowinski, R., Thomas, R., Kadzinski, M. and Farion, K. (2014). Learning the preferences of physicians for the organization of result lists of medical evidence articles. Methods of Information in Medicine, 53(5), pp. 344-356. doi: 10.3414/ME13-01-0085

Okoe, M., Alam, S. S. and Jianu, R. (2014). A Gaze-enabled Graph Visualization to Improve Graph Reading Tasks. Computer Graphics Forum, 33(3), pp. 251-260. doi: 10.1111/cgf.12381

Perin, C., Dragicevic, P. and Fekete, J. (2014). Revisiting Bertin Matrices: New Interactions for Crafting Tabular Visualizations. IEEE Transactions on Visualization and Computer Graphics, 20(12), pp. 2082-2091. doi: 10.1109/TVCG.2014.2346279

Perotti, A., Boella, G. and Garcez, A. (2014). Runtime Verification Through Forward Chaining. Electronic Proceedings in Theoretical Computer Science, 169, pp. 68-81. doi: 10.4204/EPTCS.169.8

Pino, L., Mahbub, K. and Spanoudakis, G. (2014). Designing Secure Service Workflows in BPEL. Lecture Notes in Computer Science, 8831, pp. 551-559. doi: 10.1007/978-3-662-45391-9_48

Pino, L., Spanoudakis, G., Fuchs, A. and Gürgens, S. (2014). Discovering secure service compositions. CLOSER 2014 - Proceedings of the 4th International Conference on Cloud Computing and Services Science,

Poirier, E. and Robinson, L. (2014). Slow Delphi: An investigation into information behaviour and the Slow Movement. Journal of Information Science, 40(1), pp. 88-96. doi: 10.1177/0165551513506360

Russell-Rose, T., Lamantia, J. and Makri, S. (2014). Defining and applying a language for discovery. Lecture Notes in Computer Science, 8382, pp. 3-28. doi: 10.1007/978-3-319-12093-5_1

Sigtia, S., Benetos, E., Boulanger-Lewandowski, N., Weyde, T., Garcez, A. and Dixon, S. (2014). A Hybrid Recurrent Neural Network For Music Transcription. CoRR, 14(11), p. 1623.

Slabaugh, G. G., Ye, X. and Yang, X. (2014). Multilabel region classification and semantic linking for colon segmentation in CT colonography. IEEE Transactions on Biomedical Engineering, 62(3), pp. 948-959. doi: 10.1109/TBME.2014.2374355

Slingsby, A., Dykes, J., Wood, J. and Radburn, R. (2014). Designing an Exploratory Visual Interface to the Results of Citizen Surveys. International Journal of Geographical Information Science, doi: 10.1080/13658816.2014.920845

Teichmann, J., Broom, M. and Alonso, E. (2014). The Evolutionarily Dynamics of Aposematism: a Numerical Analysis of Co-Evolution in Finite Populations. Mathematical Modelling of Natural Phenomena (MMNP), 9(3), pp. 148-164. doi: 10.1051/mmnp/20149310

Tidhar, D., Dixon, S., Benetos, E. and Weyde, T. (2014). The temperament police. Early Music, 42(4), pp. 579-590. doi: 10.1093/em/cau101

Tran, S. and Garcez, A. (2014). Low-cost representation for restricted Boltzmann machines. Lecture Notes in Computer Science, 8834, pp. 69-77. doi: 10.1007/978-3-319-12637-1_9

Turkay, C., Lex, A., Streit, M., Pfister, H. and Hauser, H. (2014). Characterizing Cancer Subtypes Using Dual Analysis in Caleydo StratomeX. IEEE Computer Graphics and Applications, 34(2), pp. 38-47. doi: 10.1109/MCG.2014.1

Turkay, C., Slingsby, A., Hauser, H., Wood, J. and Dykes, J. (2014). Attribute Signatures: Dynamic Visual Summaries for Analyzing Multivariate Geographical Data. IEEE Transactions on Visualization and Computer Graphics, 20(12), pp. 2033-2042. doi: 10.1109/TVCG.2014.2346265

Van Goethem, A., Meulemans, W., Speckmann, B. and Wood, J. (2014). Exploring curved schematization. IEEE Pacific Visualization Symposium, pp. 1-8. doi: 10.1109/PacificVis.2014.11

Van Goethem, A., Reimer, A., Speckmann, B. and Wood, J. (2014). Stenomaps: Shorthand for shapes. IEEE Transactions on Visualization and Computer Graphics, 20(12), pp. 2053-2062. doi: 10.1109/TVCG.2014.2346274

Van Gorp, P. and Comuzzi, M. (2014). Lifelong personal health data and application software via virtual machines in the cloud. IEEE Journal of Biomedical and Health Informatics, 18(1), pp. 36-45. doi: 10.1109/JBHI.2013.2257821

Van Gorp, P., Comuzzi, M., Jahnen, A., Kaymak, U. and Middleton, B. (2014). An open platform for personal health record apps with platform-level privacy protection. Computers in Biology and Medicine, 51, pp. 14-23. doi: 10.1016/j.compbiomed.2014.04.019

Wood, J., Beecham, R. and Dykes, J. (2014). Moving beyond sequential design: Reflections on a rich multi-channel approach to data visualization. IEEE Transactions on Visualization and Computer Graphics, 20(12), pp. 2171-2180. doi: 10.1109/TVCG.2014.2346323

Zarrin, J., Aguiar, R. L. and Barraca, J. P. (2014). A Self-organizing and Self-configuration Algorithm for Resource Management in Service-oriented Systems. 2014 IEEE Symposium on Computers and Communications (ISCC), 6912524.. doi: 10.1109/ISCC.2014.6912524

d'Avila Garcez, A. S., Gabbay, D. M. and Lamb, L. C. (2014). A neural cognitive model of argumentation with application to legal inference and decision making. Journal of Applied Logic, 12(2), pp. 109-127. doi: 10.1016/j.jal.2013.08.004

van Goethem, D.A., Haverkort, H., Meulemans, W., Reimer, A., Speckmann, B. and Wood, J. (2014). Automatic schematization with curved lines. Geo-Info, 2014(2), pp. 10-13.

Book Section

Alonso, E. (2014). Actions and Agents. In: Frankish, K. and Ramsey, W. (Eds.), The Cambridge Handbook of Artificial Intelligence. (pp. 232-246). UK: Cambridge University Press. ISBN 9781139046855

Asad, M. and Slabaugh, G. G. (2014). Hand Orientation Regression Using Random Forest for Augmented Reality. In: DePaolis, L.T. and Mongelli, A. (Eds.), Augmented and Virtual Reality. AVR 2014. Lecture Notes in Computer Science, 8853. (pp. 159-174). Berlin, Germany: Springer Verlag. ISBN 978-3-319-13968-5

Collins, E. I. M., Cox, A. L., Bird, J. and Harrison, D. (2014). Social networking use and RescueTime: The issue of engagement. In: UbiComp '14 Adjunct: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication. (pp. 687-690). New York, NY, United States: Association for Computing Machinery (ACM). ISBN 978-1-4503-3047-3

Cox, A. L., Bird, J., Mauthner, N., Dray, S., Peters, A. and Collins, E. (2014). Socio-Technical Practices and Work-Home Boundaries. In: Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services. (pp. 581-584). New York, USA: ACM. ISBN 978-1-4503-3004-6

Harrison, D., Marshall, P., Berthouze, N. and Bird, J. (2014). Tracking physical activity: Problems related to running longitudinal studies with commercial devices. In: UbiComp '14 Adjunct: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication. (pp. 699-702). New York, NY, United States: Association for Computing Machinery (ACM). ISBN 9781450330473

Katopodis, S., Spanoudakis, G. and Mahbub, K. (2014). Towards hybrid cloud service certification models. In: 2014 IEEE International Conference on Services Computing (SCC). (pp. 394-399). Institute of Electrical and Electronics Engineers Inc.. ISBN 9781479950669

Lambert, A., Weyde, T. and Armstrong, N. (2014). Beyond the Beat: Towards Metre, Rhythm and Melody Modelling with Hybrid Oscillator Networks. (2014 ed.) In: Georgaki, A. and Kouroupetroglou, G. (Eds.), Music Technology Meets Philosophy: from Digital Echos to Virtual Ethos. Proceedings of ICMC, SMC. (pp. 485-490). San Francisco: International Computer Music Association. ISBN 9780984527434

McKay, D. and Buchanan, G. (2014). On the other side from you: How library design facilitates and hinders group work. In: Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures: the Future of Design. Proceedings. (pp. 97-106). New York: ACM. ISBN 978-1-4503-0653-9

Ozkaya, M. and Kloukinas, C. (2014). Architectural specification and analysis with XCD: The aegis combat system case study. In: 2014 2nd International Conference on Model-Driven Engineering and Software Development (MODELSWARD). (pp. 368-375). IEEE. ISBN 978-9-8975-8065-9

Perin, C. and Dragicevic, P. (2014). Manipulating multiple sliders by crossing. In: Proceedings of the 26th Conference on l'Interaction Homme-Machine. (pp. 48-54). ACM. ISBN 9781450329354

Perin, C., Vuillemot, R. and Fekete, J. (2014). À table! Improving temporal navigation in soccer ranking tables. In: CHI '14 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. (pp. 887-896). ACM. ISBN 9781450324731

Rubython, A. and Maiden, N. (2014). The effect of variability modeling on requirements satisfaction for the configuration and implementation of off-the-shelf software packages. In: Requirements Engineering Conference (RE), 2014 IEEE 22nd International. (pp. 394-401). Institute of Electrical and Electronics Engineers Inc.. ISBN 9781479930333

Ul Asad, H., Jones, K. and Surre, F. (2014). Verifying Robust Frequency Domain Properties of Non Linear Oscillators using SMT. In: Pleskacz, W., Renovell, M., Kasprowicz, D., Sekanina, L. and Bernard, S. (Eds.), 17th International Symposium on Design and Diagnostics of Electronic Circuits & Systems. (pp. 306-309). IEEE. ISBN 978-1-4799-4560-3

Conference or Workshop Item

Alonso, E. and Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). Quantum Probability and Operant Conditioning: Behavioral Uncertainty in Reinforcement Learning. Paper presented at the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), 06-03-2014 - 08-03-2014, Angers, France.

Alonso, E., Sahota, P. and Mondragon, E. ORCID: 0000-0003-4180-1261 (2014). Computational Models of Classical Conditioning: A Qualitative Evaluation and Comparison. Paper presented at the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), 06-03-2014 - 08-03-2014, Angers, France.

Barthet, M., Plumbley, M. D., Kachkaev, A., Dykes, J., Wolff, D. and Weyde, T. (2014). Big Chord Data Extraction and Mining. Paper presented at the 9th Conference on Interdisciplinary Musicology – CIM14, 03-12-2014 - 06-12-2014, Staatliches Institut für Musikforschung, Berlin, Germany.

Benetos, E., Badeau, R., Weyde, T. and Richard, G. (2014). Template Adaptation for Improving Automatic Music Transcription. Paper presented at the 15th International Society for Music Information Retrieval Conference (ISMIR), 27-10-2014 - 31-10-2014, Taipei, Taiwan.

Benetos, E. and Holzapfel, A. (2014). Incorporating pitch class profiles for improving automatic transcription of Turkish makam music. Paper presented at the 4th International Workshop on Folk Music Analysis, 12-06-2014 - 13-06-2014, Istanbul, Turkey.

Benetos, E., Jansson, A. and Weyde, T. (2014). Improving automatic music transcription through key detection. Paper presented at the AES 53rd International Conference on Semantic Audio, 27 - 29 Jan 2014, London, UK.

Child, C. H. T. and Trusler, B. P. (2014). Implementing Racing AI using Q-Learning and Steering Behaviours. Paper presented at the GAMEON 2014 (15th annual European Conference on Simulation and AI in Computer Games), 09-09-2014 - 11-09-2014, University of Lincoln, Lincoln, UK.

Colcombet, T., Daviaud, L. and Zuleger, F. (2014). Size-Change Abstraction and Max-Plus Automata. In: Csuhaj-Varju, E., Dietzfelbinger, M. and Esik, Z. (Eds.), Mathematical Foundations of Computer Science 2014. MFCS 2014. Lecture Notes in Computer Science, 8634. (pp. 208-219). Berlin: Springer. ISBN 9783662445211

Fernandez, R. C., Migliavacca, M., Kalyvianaki, E. and Pietzuch, P. (2014). Making State Explicit for Imperative Big Data Processing. Paper presented at the USENIX ATC ’14: 2014 USENIX Annual Technical Conference, 19-06-2015 - 20-06-2015, Philadelphia, USA.

Fisher, P., Tate, N. and Slingsby, A. (2014). Type-2 Fuzzy Sets Applied to Geodemographic Classification. Paper presented at the Eighth International Conference on Geographic Information Science (GIScience 2014), 23-09-2014 - 26-09-2014, Vienna, Austria.

Fraccaro, P., Coyle, L., Doyle, J. and O'Sullivan, D. (2014). Real-world Gyroscope-based Gait Event Detection and Gait Feature Extraction. Paper presented at the Proceedings of eTELEMED, The Sixth International Conference on eHealth, Telemedicine, and Social Medicine, 24-03-2014 - 27-03-2014, Barcelona, Spain.

Giannoulis, D., Benetos, E., Klapuri, A. and Plumbley, M. D. (2014). Improving instrument recognition in polyphonic music through system integration. Paper presented at the 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 04-05-2014 - 09-05-2014, Florence, Italy.

Goodwin, S., Dykes, J. and Slingsby, A. (2014). Visualizing the Effects of Scale and Geography in Multivariate Comparison. Poster presented at the IEEE Conference on Visual Analytics Science and Technology, 09-11-2014 - 14-11-2014, Paris, France.

Henkin, R., Slingsby, A. and van Loon, E. (2014). Designing Interactive Graphics for Foraging Trips Exploration. Paper presented at the Workshop on Analysis of Movement Data at the Eighth International Conference on Geographic Information Science (GIScience 2014), 23-09-2014 - 26-09-2014, Vienna, Austria.

Hudic, A., Tauber, M., Lorünser, T., Krotsiani, M., Spanoudakis, G., Mauthe, A. and Weippl, E. (2014). A Multi-Layer and Multi-Tenant Cloud Assurance Evaluation Methodology. Paper presented at the 2014 IEEE 6th International Conference on Cloud Computing Technology and Science (CloudCom), 15-18 Dec 2014, Singapore.

Kachkaev, A., Wolff, D., Barthet, M., Tidhar, D., Plumbley, M. D., Dykes, J. and Weyde, T. (2014). Visualising Chord Progressions in Music Collections: A Big Data Approach. Paper presented at the 9th Conference on Interdisciplinary Musicology – CIM14, 03-12-2014 - 06-12-2014, Staatliches Institut für Musikforschung, Berlin, Germany.

Lambert, A., Weyde, T. and Armstrong, N. (2014). Studying the Effect of Metre Perception on Rhythm and Melody Modelling with LSTMs. Paper presented at the 3rd International Workshop on Musical Metacreation, held at the 10th Artificial Intelligence and Interactive Digital Entertainment Conference, 03-10-2014 - 07-10-2014, Raleigh, USA.

Michalas, A. and Komninos, N. (2014). The Lord of the Sense: A Privacy Preserving Reputation System for Participatory Sensing Applications. Paper presented at the 19th IEEE Symposium on Computers and Communication (ISCC’2014), 23rd - 26th June 2014, Madeira, Portugal.

Mourouzis, T., Courtois, N. and Komninos, N. (2014). Advanced truncated differential cryptanalysis of GOST block cipher. Paper presented at the 2nd International Conference on Cryptography, Network Security and Applications in the Armed Forces, 1st - 2nd April 2014, Hellenic Military Academy, Athens, Greece.

Mourouzis, T., Komninos, N. and Christofi, M. (2014). Towards a combined Rotational-Differential Cryptanalytic Framework. Paper presented at the 2nd International Conference on Cryptography, Network Security and Applications in the Armed Forces, 1st - 2nd April 2014, Hellenic Military Academy, Athens, Greece.

Nordin, A. I., Denisova, A. and Cairns, P. (2014). Too Many Questionnaires: Measuring Player Experience Whilst Playing Digital Games. Paper presented at the The Seventh York Doctoral Symposium on Computer Science and Electronics, 30 Oct 2014, York, UK.

Ozkaya, M. and Kloukinas, C. (2014). Design-by-contract for reusable components and realizable architectures. In: CBSE '14 Proceedings of the 17th international ACM Sigsoft symposium on Component-based software engineering. (pp. 129-138). New York, USA: ACM. ISBN 9781450325776

Plastiras, P., O'Sullivan, D. and Weller, P. (2014). An Ontology-Driven Information Model for Interoperability of Personal and Electronic Health Records. Paper presented at the Proceedings of eTELEMED, The Sixth International Conference on eHealth, Telemedicine, and Social Medicine, 24-03-2014 - 27-03-2014, Barcelona.

Rushby, J., Littlewood, B. and Strigini, L. (2014). Evaluating the Assessment of Software Fault-Freeness. Paper presented at the AESSCS 2014, 13-05-2015, Newcastle upon Tyne.

Sathiyanarayanan, M. ORCID: 0000-0002-8598-1949 and Abubhaka, B. (2014). Dual MCDRR Scheduler for Hybrid TDM/WDM Optical Networks. In: Negi, A., Kishore, K., Kumar, K. and Venkatramaphanikumar, S. (Eds.), 2014 First International Conference on Networks & Soft Computing (ICNSC2014). (pp. 418-422). IEEE. ISBN 978-1-4799-3485-0

Sigtia, S., Benetos, E., Cherla, S., Weyde, T., Garcez, A. and Dixon, S. (2014). An RNN-based Music Language Model for Improving Automatic Music Transcription. Paper presented at the 15th International Society for Music Information Retrieval Conference (ISMIR), 27-10-2014 - 31-10-2014, Taipei, Taiwan.

Tran, S., Benetos, E. and Garcez, A. (2014). Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition. Paper presented at the 2014 International Joint Conference on Neural Networks (IJCNN), 06-07-2014 - 11-07-2014, Beijing, China.

Turkay, C. (2014). Visualizing Time Series Predictability. Paper presented at the IEEE VIS 2014 Workshop on Visualization for Predictive Analytics, 08-11-2014 - 14-11-2014, Paris, France.

Turkay, C., Mason, S., Gashi, I. and Cukic, B. (2014). Supporting Decision-making for Biometric System Deployment through Visual Analysis. Paper presented at the Reliability and Security Data Analysis (RSDA) Workshop, International Symposium on Software Reliability Engineering, 03-11-2014-06-11-2014, Naples, Italy.

Weller, P., Fernandez, A. and Alonso, E. (2014). Towards a Personalised Health System. Paper presented at the 7th International Conference on Health Informatics (HEALTHINF 2014), 03-03-2015 - 06-03-2015, Angers, France.

Weyde, T., Cottrell, S.J., Dykes, J., Benetos, E., Wolff, D., Tidhar, D., Gold, N., Abdallah, S., Plumbley, M. D., Dixon, S., Barthet, M., Mahey, M., Tovell, A. and Alancar-Brayner, A. (2014). Big Data for Musicology. Paper presented at the 1st International Digital Libraries for Musicology workshop, 12-09-2014 - 12-09-2014, London, UK.

Wolff, D., Tidhar, D., Benetos, E., Dumon, E., Cherla, S. and Weyde, T. (2014). Incremental dataset definition for large scale musicological research. In: Page, K. and Fields, B. (Eds.), DLfM '14 Proceedings of the 1st International Workshop on Digital Libraries for Musicology. (pp. 1-8). New York: ACM. ISBN 978-1-4503-3002-2

Thesis

Bostock, J. (2014). Automated Cardiac Rhythm Diagnosis for Electrophysiological Studies, an Enhanced Classifier Approach. (Unpublished Doctoral thesis, City University London)

Fairbank, M. (2014). Value-Gradient Learning. (Unpublished Doctoral thesis, City University London)

Ozkaya, M. (2014). A Design-by-Contract based Approach for Architectural Modelling and Analysis. (Unpublished Post-Doctoral thesis, City University London)

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