Research Output

2017

An Ordinal Model of Risk Based on Mariner’s Judgement

Lopez-Santander, A. & Lawry, J., Mar 2017, In : Journal of the Institute of Navigation. 70, 2, p. 309-324 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
12 Citations (Scopus)
335 Downloads (Pure)

A Pathway-centric Approach to Rare Variant Association Analysis

Richardson, T., Timpson, N., Campbell, C. & Gaunt, T., Jan 2017, In : European Journal of Human Genetics. 25, 1, p. 123-129 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
2 Citations (Scopus)
255 Downloads (Pure)

Automated face detection for occurrence and occupancy estimation in chimpanzees

Crunchant, A. S., Egerer, M., Loos, A., Burghardt, T., Zuberbühler, K., Corogenes, K., Leinert, V., Kulik, L. & Kühl, H. S., Mar 2017, In : American Journal of Primatology. 79, 3, 12 p., e22627.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
198 Downloads (Pure)

Automated Visual Fin Identification of Individual Great White Sharks

Hughes, B. J. & Burghardt, T., May 2017, In : International Journal of Computer Vision. 122, 3, p. 542–557 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
12 Citations (Scopus)
301 Downloads (Pure)

Automatic individual holstein friesian cattle identification via selective local coat pattern matching in RGB-D imagery

Andrew, W., Hannuna, S. L., Campbell, N. W. & Burghardt, T., Mar 2017, 2016 IEEE International Conference on Image Process (ICIP 2016): Proceedings of a meeting held 25-29 September 2016, Phoenix, AZ, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 484-488 5 p. (Proceedings of the IEEE International Conference on Image Processing (ICIP)).

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

Open Access
File
9 Citations (Scopus)
433 Downloads (Pure)

A virtual machine for event sequence identification using fuzzy tolerance

Martin, T. & Azvine, B., Feb 2017, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016): Proceedings of a meeting held 24-29 July 2016, Vancouver, British Columbia, Canada. Institute of Electrical and Electronics Engineers (IEEE), p. 1080-1087 8 p. 7737808. (Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)).

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

Open Access
File
1 Citation (Scopus)
261 Downloads (Pure)

Background Check: A General Technique to Build More Reliable and Versatile Classifiers

Perello-Nieto, M., Filho, T. M. S., Kull, M. & Flach, P., Mar 2017, 2016 IEEE 16th International Conference on Data Mining (ICDM 2016): Proceedings of a meeting held 12-15 December 2016, Barcelona, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 1143-1148 6 p. 7837963. (Proceedings of the IEEE International Conference on Data Mining (ICDM)).

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

Open Access
File
2 Citations (Scopus)
357 Downloads (Pure)

Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers

Kull, M., De Menezes E Silva Filho, T. & Flach, P., 1 Apr 2017, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017). Journal of Machine Learning Research, 9 p. (JMLR Workshop and Conference Proceedings; vol. 54).

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

Open Access
File
206 Downloads (Pure)

Beyond Sigmoids: How to obtain well-calibrated probabilities from binary classifiers with beta calibration

Kull, M., Silva Filho, T. M. & Flach, P., 15 Dec 2017, In : Electronic Journal of Statistics. 11, 2, p. 5052-5080 29 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Bodily aware soft robots: integration of proprioceptive and exteroceptive sensors

Soter, G., Rossiter, J., Conn, A. & Hauser, H., 15 Nov 2017, (Unpublished).

Research output: Contribution to conferenceConference Poster

File
211 Downloads (Pure)

Calorie counter: RGB-depth visual estimation of energy expenditure at home

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Hannuna, S., Camplani, M., Paiement, A. & Craddock, I., 15 Mar 2017, Computer Vision - ACCV 2016 Workshops: ACCV 2016 International Workshops, Revised Selected Papers. Springer-Verlag Berlin, p. 239-251 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10116 LNCS).

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

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

CASP-DM: Context Aware Standard Process for Data Mining

Martínez-Plumed, F., Contreras-Ochando, L., Ferri, C., Flach, P., Hernández-Orallo, J., Kull, M., Lachiche, N. & Ramírez-Quintana, M. J., 19 Sep 2017, In : arXiv. 38 p.

Research output: Contribution to journalArticle (Academic Journal)

File
98 Downloads (Pure)

Change-Point Analysis of the Public Mood in UK Twitter during the Brexit Referendum

Lansdall-Welfare, T., Dzogang, F. & Cristianini, N., 2 Feb 2017, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW 2016). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

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

Open Access
File
11 Citations (Scopus)
582 Downloads (Pure)

Circadian mood variations in Twitter content

Cristianini, N., Dzogang, F. & Lightman, S., 2017, In : Brain and Neuroscience Advances.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
243 Downloads (Pure)

Classical boson sampling algorithms with superior performance to near-term experiments

Neville, A., Sparrow, C., Clifford, R., Johnston, E., Birchall, P., Montanaro, A. & Laing, A., 1 Dec 2017, In : Nature Physics. 13, 12, p. 1153-1157 5 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
62 Citations (Scopus)
394 Downloads (Pure)

Content Analysis of 150 Years of British Periodicals

Lansdall-Welfare, T., Sudhahar, S., Thompson, J., Lewis, J., The FindMyPast Newspaper Team & Cristianini, N., 24 Jan 2017, In : Proceedings of the National Academy of Sciences of the United States of America. 114, 4, p. E457-E465 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
25 Citations (Scopus)
477 Downloads (Pure)

Eating, Drinking, Living, Dying and Decaying Soft Robots

Rossiter, J., Winfield, J. & Ieropoulos, I., 2017, Soft Robotics: Trends, Applications and Challenges: Proceedings of the Soft Robotics Week, April 25-30, 2016, Livorno, Italy. Laschi, C., Rossiter, J., Iida, F., Cianchetti, M. & Margheri, L. (eds.). Springer, p. 95-101 7 p. (Biosystems & Biorobotics; vol. 17).

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

Open Access
File
3449 Downloads (Pure)

Effects of dopamine on reinforcement learning and consolidation in Parkinson’s disease

Grogan, J., Tsivos, D., Smith, L., Knight, B., Bogacz, R., Whone, A. & Coulthard, L., 10 Jul 2017, In : eLife. 6, 23 p., e26801.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
303 Downloads (Pure)

Expertise affects inter-observer agreement at peripheral locations within a brain tumor

Crowe, E., Alderson, W., Rossiter, J. & Kent, C., 20 Sep 2017, In : Frontiers in Psychology. 8, 10 p., 1628.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
303 Downloads (Pure)

Focus groups for co-design of robotic trousers for improving mobility in older people

Turton, A. J., Manns, S., Hampshire, L., O'Connor, R., Helps, T., Rossiter, J. & Mure, B., 29 Jun 2017.

Research output: Contribution to conferenceConference Paper

Open Access

Frequency-domain trade-offs for dielectric elastomer generators

Rodrigues De Oliveira Zanini, P., Rossiter, J. & Homer, M., 18 May 2017, Electroactive Polymer Actuators and Devices (EAPAD) 2017. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 10163. (Proceedings of SPIE; vol. 10163).

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

Open Access
File
1 Citation (Scopus)
371 Downloads (Pure)

Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Adams, N., Tucker, A. & Weston, D. (eds.). Springer, p. 138-148 11 p. (Lecture Notes in Computer Science; vol. 10584).

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

Open Access
File
1 Citation (Scopus)
229 Downloads (Pure)

Fuzzy Representation for Flexible Requirement Satisfaction

Anggraini, R. N. E. & Martin, T. P., 5 Sep 2017, Advances in Computational Intelligence Systems - : Contributions Presented at the 17th UK Workshop on Computational Intelligence. Chao, F., Schockaert, S. & Zhang, Q. (eds.). Springer, p. 28-36 9 p. (Advances in Intelligent Systems and Computing; vol. 650).

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

Open Access
File
1 Citation (Scopus)
213 Downloads (Pure)

Gender classification by deep learning on millions of weakly labelled images

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 2 Feb 2017, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE Computer Society, p. 462-467 6 p. 7836703. (Proceedings of the International Conference on Data Mining Workshops).

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

Open Access
File
20 Citations (Scopus)
394 Downloads (Pure)

Graded concepts and associations: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Martin, T. & Azvine, B., 2017, p. 1-6. 6 p.

Research output: Contribution to conferenceConference Paper

1 Citation (Scopus)

GTB – An Online Genome Tolerance Browser

Shihab, H., Rogers, M., Ferlaino, M., Campbell, C. & Gaunt, T., 6 Jan 2017, In : BMC Bioinformatics. 18, 20, 6 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Handling scalable approximate queries over NoSQL graph databases: Cypherf and the Fuzzy4S framework

Castelltort, A. & Martin, T., 14 Aug 2017, In : Fuzzy Sets and Systems.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
88 Downloads (Pure)

Hierarchical Novelty Detection

Simeone, P., Santos-Rodríguez, R., McVicar, M., Lijffijt, J. & De Bie, T., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Springer Verlag, p. 310-321 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10584 LNCS).

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

Open Access
File
1 Citation (Scopus)
185 Downloads (Pure)

HIPred: an integrative approach to predicting haploinsufficient genes

Shihab, H., Rogers, M., Campbell, C. & Gaunt, T., 15 Jun 2017, In : Bioinformatics. 33, 12, p. 1751-1757 7 p., btx028.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
301 Downloads (Pure)

Light-Triggered Soft Artificial Muscles: Molecular-Level Amplification of Actuation Control Signals

Dicker, M., Baker, A., Iredale, R. J., Naficy, S., Bond, I., Faul, C. FJ., Rossiter, J., Spinks, G. & Weaver, P. M., 23 Aug 2017, In : Scientific Reports. 7, 9197.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
11 Citations (Scopus)
323 Downloads (Pure)

Multiple human tracking in RGB-depth data: a survey

Camplani, M., Paiement, A., Mirmehdi, M., Damen, D., Hannuna, S., Burghardt, T. & Tao, L., Jun 2017, In : IET Computer VIsion. 11, 4, p. 265-285 21 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
17 Citations (Scopus)
537 Downloads (Pure)

Physical activity phenotyping with activity bigrams, and their association with BMI

Millard, L. A. C., Tilling, K., Lawlor, D. A., Flach, P. A. & Gaunt, T. R., 1 Dec 2017, In : International Journal of Epidemiology. 46, 6, p. 1857-1870 14 p., dyx093.

Research output: Contribution to journalArticle (Academic Journal)

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

Predicting the Pathogenic Impact of Sequence Variation in the Human Genome

Rogers, M. F., Shihab, H. A., Ferlaino, M., Gaunt, T. R. & Campbell, C. K., 17 May 2017, Informatics for Health: Connected Citizen-Led Wellness and Population Health. Randell, R., Cornet, R., McCowan, C., Peek, N. & Scott, P. J. (eds.). IOS Press, p. 91-95 5 p. (Studies in Health Technology and Informatics; vol. 235).

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

Open Access
File
115 Downloads (Pure)

Recognition memory-induced gene expression in the perirhinal cortex: A transcriptomic analysis

Scott, H., Rogers, M. F., Scott, H. L., Campbell, C., Warburton, E. C. & Uney, J. B., 15 Jun 2017, In : Behavioural Brain Research. 328, p. 1-12 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
356 Downloads (Pure)

Respiratory Simulator for Robotic Respiratory Tract Treatments

Giannaccini, M. E., Yue, K., Graveston, J., Birchall, M., Conn, A. & Rossiter, J., 8 Dec 2017, IEEE International Conference on Robotics and Biomimetics 2017 .

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

Open Access
File
269 Downloads (Pure)

Robotics, Smart Materials, and Their Future Impact for Humans

Rossiter, J. M., 10 Jan 2017, The Next Step: Exponential Life. Martinez Deano, N. (ed.). Spain: BBVA, 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Open Access
File
2755 Downloads (Pure)

Seasonal Fluctuations in Collective Mood Revealed by Wikipedia Searches and Twitter Posts

Dzogang, F., Lansdall-Welfare, T. & Cristianini, N., 2 Feb 2017, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW 2016). Institute of Electrical and Electronics Engineers (IEEE), 7 p.

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

Open Access
File
8 Citations (Scopus)
290 Downloads (Pure)

Seasonal variation in collective mood via Twitter content and medical purchases

Cristianini, N., Dzogang, F., Lightman, S. & Goulding, J., 2017, Advances in Intelligent Data Analysis XVI.

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

Self-stabilizing Dielectric Elastomer Generators

Rodrigues De Oliveira Zanini, P., Rossiter, J. & Homer, M., Mar 2017, In : Smart Materials and Structures. 26, 3, 5 p., 035037.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
7 Citations (Scopus)
273 Downloads (Pure)
Open Access
File
12 Citations (Scopus)
657 Downloads (Pure)

Soft photochemical actuation systems: Tuning performance through solvent selection

Dicker, M., Baker, A., Bond, I., Faul, C. FJ., Rossiter, J. & Weaver, P., 14 Nov 2017, ASME 2017 Conference on Smart Materials, Adaptive Structures and Intelligent Systems: Development and Characterization of Multifunctional Materials; Mechanics and Behavior of Active Materials; Bioinspired Smart Materials and Systems; Energy Harvesting; Emerging Technologies, Snowbird, Utah, USA, September 18–20, 2017. New York City, U.S.: American Society of Mechanical Engineers (ASME), Vol. 1. 7 p. SMASIS2017-3821

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

Soft Robotics: Trends, Applications and Challenges: Proceedings of the Soft Robotics Week, April 25-30, 2016, Livorno, Italy

Laschi, C. (ed.), Rossiter, J. (ed.), Iida, F. (ed.), Matteo, C. (ed.) & Margheri, L. (ed.), 2017, Springer. 122 p. (Biosystems & Biorobotics; vol. 17)

Research output: Book/ReportEdited book

SPHERE: A sensor platform for healthcare in a residential environment

Woznowski, P. R., Burrows, A., Diethe, T., Fafoutis, X., Hall, J., Hannuna, S., Camplani, M., Twomey, N., Kozlowski, M., Tan, B., Zhu, N., Elsts, A., Vafeas, A., Paiement, A., Tao, L., Mirmehdi, M., Burghardt, T., Damen, D., Flach, P., Piechocki, R. & 2 others, Craddock, I. & Oikonomou, G., 2017, Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT Solutions. Angelakis, V., Tragos, E., Pöhls, H. C., Kapovits, A. & Bassi, A. (eds.). Springer, p. 315-333 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950

Lansdall-Welfare, T., Sudhahar, S., Thompson, J. & Cristianini, N., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Springer Berlin Heidelberg, Vol. 10584. p. 186-197 11 p. (Information Systems and Applications, incl. Internet/Web, and HCI).

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

Open Access
File
2 Citations (Scopus)
253 Downloads (Pure)

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
File
242 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
File
14 Citations (Scopus)
370 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
File
1 Citation (Scopus)
206 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
File
264 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
File
3 Citations (Scopus)
445 Downloads (Pure)