Research Output

2017

The role of textualisation and argumentation in understanding the machine learning process

Sokol, K. & Flach, P., 25 Aug 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017: Proceedings of a meeting held 19-25 August 2017, Melbourne, Australia.. International Joint Conferences on Artificial Intelligence, p. 5211-5212 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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247 Downloads (Pure)

Unsupervised learning of sensor topologies for improving activity recognition in smart environments

Twomey, N., Diethe, T., Craddock, I. & Flach, P., 19 Apr 2017, In : Neurocomputing. 234, p. 93-106 13 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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14 Citations (Scopus)
375 Downloads (Pure)

Unsupervised network analysis of the plastic supraoptic nucleus transcriptome predicts caprin2 regulatory interactions

Loh, S. Y., Jahans-Price, T., Greenwood, M. P., Greenwood, M., Hoe, S. Z., Konopacka, A., Campbell, C., Murphy, D. & Hindmarch, C. C. T., Nov 2017, In : eNeuro. 4, 6, 13 p., e0243-17.2017.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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1 Citation (Scopus)
211 Downloads (Pure)

Vagueness and aggregation in multiple sender channels

Lawry, J. & James, O., 22 Mar 2017, In : Erkenntnis. 38 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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273 Downloads (Pure)

VAM: hypocycloid mechanism for efficient bio-inspired robotic gaits

Knoop, E., Conn, A. & Rossiter, J., Apr 2017, In : IEEE Robotics and Automation Letters. 2, 2, p. 1055-1061 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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3 Citations (Scopus)
449 Downloads (Pure)

Worldwide Universities Network (WUN) Web Observatory: Applying Lessons from the Web to Transform the Research Data Ecosystem

Price, S., Hall, W., Earl, G., Tiropanis, T., Tinati, R., Wang, X., Gandolfi, E., Gatewood, J., Boateng, R., Denemark, D., Groflin, A., Loader, B., Schmidt, M., Billings, M., Spanakis, G., Suleman, H., Tsoi, K. & Wessels, B., 3 Apr 2017, WWW '17 Companion: Proceedings of the 26th International Conference on World Wide Web Companion. Barrett, R. & Cummings, R. (eds.). Perth, Australia, p. 1665-1667 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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236 Downloads (Pure)
2016

Academic IT support for Data Science

Price, S., 11 Jun 2016, EUNIS 2016 Proceedings: European University Information Systems 22nd Annual Congress. Salmatzidis, Y. (ed.). Thessaloniki: Aristotle University of Thessaloniki, Greece, p. 283-285

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

A cloned linguistic decision tree controller for real-time path planning in hostile environments

Turnbull, O. D. N., Lawry, J., Lowenberg, M. H. & Richards, A. G., 15 Jun 2016, In : Fuzzy Sets and Systems. 293, p. 1-29 29 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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8 Citations (Scopus)
338 Downloads (Pure)

A comparative home activity monitoring study using visual and inertial sensors

Tao, L., Burghardt, T., Hannuna, S. L., Camplani, M., Paiement, A. T. M., Aldamen, D., Mirmehdi, M. & Craddock, I. J., Apr 2016, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom 2015): Proceedings of a meeting held 14-17 October 2015, Boston, MA, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 644-647 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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303 Downloads (Pure)

A comparative study of pose representation and dynamics modelling for online motion quality assessment

Tao, L., Paiement, A., Aldamen, D., Mirmehdi, M., Hannuna, S., Camplani, M., Burghardt, T. & Craddock, I., 1 Jul 2016, In : Computer Vision and Image Understanding. 148, p. 136-152 17 p.

Research output: Contribution to journalSpecial issue (Academic Journal)

Open Access
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34 Citations (Scopus)
352 Downloads (Pure)

Active transfer learning for activity recognition

Diethe, T., Twomey, N. & Flach, P., 2016. 6 p.

Research output: Contribution to conferenceConference Paper

Open Access
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163 Downloads (Pure)

Activity recognition in multiple contexts for smart-house data

Sokol, K. & Flach, P., 22 Jun 2016, In : CEUR Workshop Proceedings. 1865, p. 66-72 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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57 Downloads (Pure)

A highly sensitive pressure sensor using conductive composite elastomers with wavy structures

Sun, R., Zhang, X-C., Rossiter, J. & Scarpa, F., 13 May 2016, Proceedings of SPIE - The International Society for Optical Engineering. Cullum, B., Kiehl, D. & McLamore, E. (eds.). Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9863. 6 p. 98630Z. (Proceedings of SPIE; vol. 9863).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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644 Downloads (Pure)

A model of multi-agent consensus for vague and uncertain beliefs

Crosscombe, M. & Lawry, J., Aug 2016, In : Adaptive Behavior. 24, 4, p. 249-260 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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5 Citations (Scopus)
262 Downloads (Pure)

An Incremental Fuzzy Approach to Finding Event Sequences

Martin, T. P. & Azvine, B., 11 Jun 2016, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I. Carvalho, J. P., Lesot, M-J., Kaymak, U., Vieira, S., Bouchon-Meunier, B. & Yager, R. R. (eds.). Springer International Publishing AG, p. 525-536 12 p. (An Incremental Fuzzy Approach to Finding Event Sequences; vol. 610).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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241 Downloads (Pure)

Anomaly Detection by Multi-Level Tolerance Relations

Martin, T. & Azvine, B., 6 Oct 2016, Patent No. WO2016156115, Priority date 27 Mar 2015, Priority No. 15161343.7

Research output: Patent

Approximate Hamming distance in a stream

Clifford, R. & Starikovskaia, T., 1 Aug 2016, 43rd International Colloquium on Automata, Languages and Programming (ICALP 2016). Chatzigiannakis, I., Mitzenmacher, M., Rabani, Y. & Sangiorgi, D. (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, p. 20:1-20:14 14 p. (Liebniz International Proceedings in Informatics (LIPIcs); vol. 55).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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12 Citations (Scopus)
116 Downloads (Pure)

A predictive computational framework for direct reprogramming between human cell types

Rackham, O. J. L., Firas, J., Fang, H., Oates, M. E., Holmes, M. L., Knaupp, A. S., the FANTOM Consortium, Suzuki, H., Nefzger, C. M., Daub, C. O., Shin, J. W., Petretto, E., Forrest, A. R. R., Hayashizaki, Y., Polo, J. M. & Gough, J., Mar 2016, In : Nature Genetics. 48, 3, p. 331-335 5 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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105 Citations (Scopus)
531 Downloads (Pure)

A protein domain and family based approach to rare variant association analysis

Richardson, T., Shihab, H., Rivas, M. A., McCarthy, M. I., Campbell, C., Timpson, N. & Gaunt, T., 29 Apr 2016, In : PLoS ONE. 11, 4, 12 p., e0153803.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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2 Citations (Scopus)
258 Downloads (Pure)

Awareness and attitudes towards external auditory canal exostosis and its preventability in surfers in the UK: cross-sectional study

Morris, S., Martin, T., Mccahon, D. & Bennett, S., Jul 2016, In : Journal of Laryngology and Otology. 130, 7, p. 628-634 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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2 Citations (Scopus)
213 Downloads (Pure)

BDL.NET: Bayesian dictionary learning in Infer.NET

Diethe, T., Twomey, N. & Flach, P., Dec 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings: Proceedings of a meeting held 13-16 September 2016, Vietri sul Mare (Salerno), Italy. Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7738851. (Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP)).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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2 Citations (Scopus)
281 Downloads (Pure)

Biomimetic photo-actuation: progress and challenges

Dicker, M., Weaver, P., Rossiter, J., Bond, I. & Faul, C. FJ., 15 Apr 2016, Bioinspiration, Biomimetics, and Bioreplication VI 2016. Martín-Palma, R., Lakhtakia, A. & Knez, M. (eds.). Society of Photo-Optical Instrumentation Engineers (SPIE), 14 p. 97970N. (Proceedings of SPIE; vol. 9797).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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2 Citations (Scopus)
449 Downloads (Pure)

Cerebellar-inspired algorithm for adaptive control of nonlinear dielectric elastomer-based artificial muscle

Wilson, E., Assaf, T., Pearson, M., Rossiter, J., Anderson, S., Porrill, J. & Dean, P., Sep 2016, In : Journal of the Royal Society Interface. 13, 122, 15 p., 20160547.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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14 Citations (Scopus)
284 Downloads (Pure)

Classifier Calibration

Flach, P. A., 12 Aug 2016, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Springer US, 8 p.

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionary

Collapsed Methylation Quantitative Trait Loci analysis for Low Frequency and Rare variants

Richardson, T., Shihab, H., Hemani, G., Zheng, J., Hannon, E., Mill, J., Carnero-Montoro, E., Bell, J. T., Lyttleton, O., McArdle, W., Ring, S., Rodriguez, S., Campbell, C., Davey Smith, G., Relton, C., Timpson, N. & Gaunt, T., 1 Oct 2016, In : Human Molecular Genetics. 25, 19, p. 4339-4349 11 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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3 Citations (Scopus)
306 Downloads (Pure)

Cost-sensitive boosting algorithms: Do we really need them?

Nikolaou, N., Edakunni, N., Kull, M., Flach, P. & Brown, G., 1 Sep 2016, In : Machine Learning. 104, 2, p. 359-384 26 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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15 Citations (Scopus)
309 Downloads (Pure)

Declaratively Capturing Local Label Correlations with Multi-Label Trees

Al-Otaibi, R. M., Kull, M. & Flach, P. A., Aug 2016, Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI-2016), Including Prestigious Applications of Intelligent Systems (PAIS-2016). Kaminka, G. A., Fox, M., Bouquet, P., Hüllermeier, E., Dignum, V., Dignum, F. & van Harmelen, F. (eds.). IOS Press, p. 1467-1475 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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1 Citation (Scopus)
192 Downloads (Pure)

Designing a video monitoring system for AAL applications: the SPHERE case study

Hall, J., Hannuna, S., Camplani, M., Mirmehdi, M., Aldamen, D., Burghardt, T., Tao, L., Paiement, A. & Craddock, I., Dec 2016, 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7801345

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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5 Citations (Scopus)
309 Downloads (Pure)

Discovering Periodic Patterns in Historical News

Dzogang, F., Lansdall-Welfare, T., FindMyPast Newspaper Team & Cristianini, N., 8 Nov 2016, In : PLoS ONE. 11, 11, 18 p., e0165736.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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1 Citation (Scopus)
283 Downloads (Pure)

Dynamic and approximate pattern matching in 2D

Clifford, R., Fontaine, A., Starikovskaia, T. & Wedel Vildhoj, H., 2016, String Processing and Information Retrieval: 23rd International Symposium, SPIRE 2016, Beppu, Japan, October 18-20, 2016, Proceedings. Inenaga, S., Sadakane, K. & Sakai, T. (eds.). Springer Verlag, p. 133-144 11 p. (Lecture Notes in Computer Science; vol. 9954).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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295 Downloads (Pure)

Efficient Event Filter

Martin, T. & Azvine, B., 11 Aug 2016, IPC No. G06F 9/54 (2006.01), G06F 11/30 (2006.01), G06F 21/55 (2013.01), G06F 9/44 (2006.01), Patent No. WO/2015/044630 , Priority date 26 Sep 2013, Priority No. 13250101.6

Research output: Patent

Evolution of the calcium-based intracellular signalling system

Marchadier, E. S. G., Oates, M., Fang, H., Donoghue, P., Hetherington, A. & Gough, J., 14 Jul 2016, In : Genome Biology and Evolution. 8, 7, p. 2118-2132 15 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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12 Citations (Scopus)
188 Downloads (Pure)

Exploiting Vagueness for Multi-Agent Consensus

Crosscombe, M. & Lawry, J., 16 Nov 2016, Multi-agent and Complex Systems: Post-proceedings of the 2nd International Workshop on Smart Simulation and Modelling for Computer Systems (SSMCS 2015). Bai, Q., Ren, F., Fujita, K., Zhang, M. & Ito, T. (eds.). Springer, Singapore, p. 67-78 12 p. (Studies in Computational Intelligence; vol. 970).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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4 Citations (Scopus)
113 Downloads (Pure)

Fast unsupervised online drift detection using incremental Kolmogorov-Smirnov test

Dos Reis, D., Flach, P., Matwin, S. & Batista, G., 13 Aug 2016, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1545-1554 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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23 Citations (Scopus)
350 Downloads (Pure)

Feature Construction and Calibration for Clustering Daily Load Curves from Smart-Meter Data

Al-Otaibi, R., Jin, N., Wilcox, T. & Flach, P., 11 Feb 2016, In : IEEE Transactions on Industrial Informatics. 12, 2, p. 645-654 10 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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49 Citations (Scopus)
365 Downloads (Pure)

Here today, gone tomorrow: biodegradable soft robots

Rossiter, J., Winfield, J. & Ieropoulos, I., 15 Apr 2016, Electroactive Polymer Actuators and Devices (EAPAD) 2016. Society of Photo-Optical Instrumentation Engineers (SPIE), 10 p. 97981S. (Proceedings of SPIE; vol. 9798).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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17 Citations (Scopus)
454 Downloads (Pure)

Hierarchical conceptual spaces for concept combination

Lewis, M. A. F. & Lawry, J., Aug 2016, In : Artificial Intelligence. 237, p. 204-227 24 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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23 Citations (Scopus)
282 Downloads (Pure)

Incorporating non-coding annotations into rare variant analysis

Richardson, T., Campbell, C., Timpson, N. & Gaunt, T., 29 Apr 2016, In : PLoS ONE. 11, 4, 15 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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4 Citations (Scopus)
262 Downloads (Pure)

Informative data projections: a framework and two examples

Santos-Rodriguez, R., De Bie, T., Lijffijt, J. & Kang, B., 25 Jul 2016, European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN). Bruges (Belgium): European Symposium on Artificial Neural Networks, p. 635-640 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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50 Downloads (Pure)

InterPro in 2017-beyond protein family and domain annotations

Finn, R. D., Attwood, T. K., Babbitt, P. C., Bateman, A., Bork, P., Bridge, A. J., Chang, H. Y., Dosztanyi, Z., El-Gebali, S., Fraser, M., Gough, J., Haft, D., Holliday, G. L., Huang, H., Huang, X., Letunic, I., Lopez, R., Lu, S., Marchler-Bauer, A., Mi, H. & 27 others, Mistry, J., Natale, D. A., Necci, M., Nuka, G., Orengo, C. A., Park, Y., Pesseat, S., Piovesan, D., Potter, S. C., Rawlings, N. D., Redaschi, N., Richardson, L., Rivoire, C., Sangrador-Vegas, A., Sigrist, C., Sillitoe, I., Smithers, B., Squizzato, S., Sutton, G., Thanki, N., Thomas, P. D., Tosatto, S. C. E., Wu, C. H., Xenarios, I., Yeh, L. S., Young, S. Y. & Mitchell, A. L., 28 Nov 2016, In : Nucleic Acids Research. 45, D1, p. D190-D199

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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705 Citations (Scopus)
316 Downloads (Pure)

Learning to separate vocals from polyphonic mixtures via ensemble methods and structured output prediction

Santos-Rodriguez, R., De Bie, T. & Mcvicar, M., 19 May 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), 5 p. (ICASSP).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
3 Citations (Scopus)
247 Downloads (Pure)

Machine learning to assist risk of bias assessments in systematic reviews

Millard, L. A. C., Flach, P. A. & Higgins, J. P. T., 1 Feb 2016, In : International Journal of Epidemiology. 45, 1, p. 266-277 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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13 Citations (Scopus)
285 Downloads (Pure)

Modeling self-priming circuits for dielectric elastomer generators towards optimum voltage boost

Rodrigues De Oliveira Zanini, P., Rossiter, J. & Homer, M., 15 Apr 2016, Electroactive Polymer Actuators and Devices (EAPAD) 2016. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9798. 20 p. (Proceedings of SPIE; vol. 9798).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
338 Downloads (Pure)

Molecular Principles of Gene Fusion Mediated Rewiring of Protein Interaction Networks in Cancer

Latysheva, NS., Oates, ME., Maddox, L., Flock, T., Gough, J., Buljan, M., Weatheritt, RJ. & Babu, M. M., 18 Aug 2016, In : Molecular Cell. 63, 4, p. 579-592 14 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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19 Citations (Scopus)
257 Downloads (Pure)

New Unconditional Hardness Results for Dynamic and Online Problems

Clifford, R., Grønlund, A. & Larsen, K. G., Jan 2016, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science (FOCS): Proceedings of a meeting held 17-20 October 2015, Berkeley, California, USA. . Institute of Electrical and Electronics Engineers (IEEE), p. 1089-1107 19 p. (Annual Symposium on Foundations of Computer Science; vol. 56).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
15 Citations (Scopus)
270 Downloads (Pure)

On the Need for Structure Modelling in Sequence Prediction

Twomey, N., Diethe, T. & Flach, P., Sep 2016, In : Machine Learning. 104, 2, p. 291–314 24 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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2 Citations (Scopus)
430 Downloads (Pure)

Preventing Incorrect Opinion Sharing with Weighted Relationship Among Agents

Saito, R., Nakata, M., Sato, H., Kovacs, T. & Keiki, T., 21 Jun 2016, Human Interface and the Management of Information: Applications and Services: 18th International Conference, HCI International 2016 Toronto, Canada, July 17-22, 2016. Proceedings, Part II. Springer, p. 50-62 13 p. (Lecture Notes in Computer Science; vol. 9735).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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185 Downloads (Pure)

Real-time Estimation of Physical Activity Intensity for Daily Living

Tao, L., Burghardt, T., Mirmehdi, M., Aldamen, D., Cooper, A., Camplani, M., Hannuna, S., Paiement, A. & Craddock, I., 2016, 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016). 4 ed. Institution of Engineering and Technology (IET), Vol. 2016. p. 11-16 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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243 Downloads (Pure)

Reframing in context: A systematic approach for model reuse in machine learning

Hernández-Orallo, J., Martinez-Uso, A., B.C. Prudencio, R., Kull, M., Flach, P. A., Ahmed, C. F. & Lachiche, N., 15 Nov 2016, In : AI Communications. 29, 5, p. 551-566 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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5 Citations (Scopus)
334 Downloads (Pure)

Reframing in Frequent Pattern Mining

Ahmed, C. F., Samiullah, M., Lachiche, N., Kull, M. & Flach, P. A., Apr 2016, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI 2015): Proceedings of a meeting held 9-11 November 2015 at Vietri sul Mare, Italy. Institute of Electrical and Electronics Engineers (IEEE), p. 799-806 8 p. (Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI)).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
4 Citations (Scopus)
247 Downloads (Pure)