Research Output

2016

ROC Analysis

Flach, P. A., 7 Oct 2016, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Springer, p. 1-8 8 p.

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

Open Access
File
419 Downloads (Pure)

Soft Robotics - The Next Industrial Revolution?

Rossiter, J. M. & Hauser, H., 13 Sep 2016, In : IEEE Robotics and Automation Magazine. 23, 3, p. 17-20 4 p., 7565693.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1357 Downloads (Pure)

Subgroup Discovery with Proper Scoring Rules

Song, H., Kull, M., Flach, P. & Kalogridis, G., 2016, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II. Springer, p. 492-510 19 p. (Lecture Notes in Computer Science; vol. 9852).

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

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

Subjectively Interesting Component Analysis: Data Projections that Contrast with Prior Expectations

Kang, B., Lijffijt, J., Santos-Rodriguez, R. & De Bie, T., 13 Aug 2016, Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16. New York, NY, USA: Association for Computing Machinery (ACM), p. 1615-1624 10 p.

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

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

SuMoTED: An intuitive edit distance between rooted unordered uniquely-labelled trees

McVicar, M., Sach, B., Mesnage, C., Lijffijt, J., Spyropoulou, E. & De Bie, T., 1 Aug 2016, In : Pattern Recognition Letters. 79, p. 52-59 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
5 Citations (Scopus)
235 Downloads (Pure)

Texture analysis in gel electrophoresis images using an integrative kernel-based approach

Fernandez-Lozano, C., Seoane, J. A. A., Gestal, M., Gaunt, T. R., Dorado, J., Pazos, A. & Campbell, I. C. G., 13 Jan 2016, In : Scientific Reports. 6, 13 p., 19256.

Research output: Contribution to journalArticle (Academic Journal)

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

The Dawn of Biodegradable Robots

Winfield, J., Rossiter, J. & Ieropoulos, I., 12 Sep 2016

Research output: Non-textual formWeb publication/site

Open Access
File
233 Downloads (Pure)

The k-mismatch problem revisited

Clifford, R., Fontaine, A., Porat, E., Sach, B. & Starikovskaia, T., 2016, Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms. Society for Industrial and Applied Mathematics, p. 2039-2052 14 p.

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

Open Access
File
283 Downloads (Pure)

The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data

Twomey, N., Diethe, T., Kull, M., Song, H., Camplani, M., Hannuna, S., Fafoutis, X., Zhu, N., Woznowski, P., Flach, P. & Craddock, I., 2 Mar 2016, In : arXiv. 14 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
259 Downloads (Pure)

Time Series Analysis of Garment Distributions Via Street Webcam

Jia, S., Lansdall-Welfare, T. & Cristianini, N., 25 Jul 2016, Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings. Campilho, A. & Karray, F. (eds.). Springer, p. 765-773 8 p. (Lecture Notes in Computer Science; vol. 9730).

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

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

Toward Energetically Autonomous Foraging Soft Robots

Philamore, H., Ieropoulos, I., Stinchcombe, A. & Rossiter, J., 1 Dec 2016, In : Soft Robotics. 3, 4, p. 186-197 12 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Variance-based Learning Classifier System without Convergence of Reward Estimation

Tatsumi, T., Komine, T., Nakata, M., Sato, H., Kovacs, T. M. D. & Keiki, T., 20 Jul 2016, GECCO '16 Companion: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. New York, NY, USA: Association for Computing Machinery (ACM), p. 67-68 2 p.

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

Open Access
File
5 Citations (Scopus)
197 Downloads (Pure)

Women Are Seen More than Heard in Online Newspapers

Jia, S., Lansdall-Welfare, T., Sudhahar, S., Carter, C. & Cristianini, N., 3 Feb 2016, In : PLoS ONE. 11, 2, 11 p., e0148434.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
22 Citations (Scopus)
301 Downloads (Pure)
2015

2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015

Yazici, A. (ed.), Pal, N. R. (ed.), Kaymak, U. (ed.), Martin, T. (ed.), Ishibuchi, H. (ed.), Lin, C-T. (ed.), Sousa, J. M. C. (ed.) & Tütmez, B. (ed.), 2015, Institute of Electrical and Electronics Engineers (IEEE).

Research output: Book/ReportEdited book

A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization

Sharef, N. M., Martin, T., Kasmiran, K. A., Mustapha, A., Sulaiman, M. N. & Murad, M. A. A., Jun 2015, In : Soft Computing. 19, 6, p. 1701-1714 14 p.

Research output: Contribution to journalArticle (Academic Journal)

3 Citations (Scopus)

A compliant soft-actuator laterotactile display

Knoop, L. E. & Rossiter, J. M., 10 Mar 2015, In : Smart Materials and Structures. 24, 9 p., 045034 .

Research output: Contribution to journalArticle (Academic Journal)

5 Citations (Scopus)

Activity recognition using conditional random field

Agarwal, M. & Flach, P., 25 Jun 2015, Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction. a4

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

3 Citations (Scopus)

A Dempster–Shafer model of imprecise assertion strategies: Workshop on Weighted Logics for AI - 2013

Eyre, H. & Lawry, J., Dec 2015, In : Journal of Applied Logic. 13, 4 Part 1, p. 458-479 22 p.

Research output: Contribution to journalSpecial issue (Academic Journal)

Open Access
File
260 Downloads (Pure)

Affinity Matting for Pixel-accurate Fin Shape Recovery from Great White Shark Imagery

Hughes, B. & Burghardt, T., 2015, p. 8.1-8.8.

Research output: Contribution to conferenceConference Paper

Open Access
64 Downloads (Pure)

A Logic Programming Approach to Predict Effective Compiler Settings for Embedded Software

Blackmore, C. B., Ray, O. & Eder, K., Jul 2015, Proceedings of the 31st International Conference on Logic Programming. Cambridge University Press, p. 481-494 14 p. (Theory and Practice of Logic Programming; vol. 15, no. 4-5).

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

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

An Energetically-Autonomous Robotic Tadpole with Single Membrane Stomach and Tail

Philamore, H., Rossiter, J. & Ieropoulos, I., 28 Jul 2015, Proceedings of 4th International Conference on Biomimetic and Biohybrid Systems: Living Machines 2015. Springer, Cham, Vol. 9222. p. 366-378 23 p.

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

4 Citations (Scopus)

An Integrative Approach to Predicting the Functional Effects of Non-Coding and Coding Sequence Variation

Shihab, H. A., Rogers, M. F., Gough, J. J. T., Mort, M., Cooper, D. N., Day, I. N. M., Gaunt, T. R. & Campbell, I. C. G., 15 May 2015, In : Bioinformatics. 31, 10, p. 1536–1543

Research output: Contribution to journalArticle (Academic Journal)

197 Citations (Scopus)

Automated analysis of the US presidential elections using Big Data and network analysis

Sudhahar, S., Veltri, G. A. & Cristianini, N., May 2015, In : Big Data and Society. 2, 1, p. 1-28 28 p.

Research output: Contribution to journalArticle (Academic Journal)

6 Downloads (Pure)

Automated Identification of Individual Great White Sharks from Unrestricted Fin Imagery

Hughes, B. J. & Burghardt, T., Sep 2015, Proceedings of the 26th British Machine Vision Conference (BMVC). British Machine Vision Association, p. 92.1-92.14 14 p.

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

Open Access
File
628 Downloads (Pure)

Automating the Development of Metabolic Network Models

Rozanski, R., Bragaglia, S., Ray, O. & King, R., 2 Sep 2015, Computational Methods in Systems Biology: 13th International Conference, CMSB 2015, Nantes, France, September 16-18, 2015, Proceedings. Roux, O. & Bourdon, J. (eds.). Springer, p. 145-156 12 p. (Lecture Notes in Computer Science; vol. 9308).

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

Open Access
File
272 Downloads (Pure)

Bayesian Active Learning with Evidence-Based Instance Selection

Twomey, N., Diethe, T. & Flach, P., 2015.

Research output: Contribution to conferenceConference Paper

Open Access
File
54 Downloads (Pure)

Bayesian Modelling of the Temporal Aspects of Smart Home Activity with Circular Statistics

Diethe, T., Twomey, N. & Flach, P., 2015, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II. Appice, A., Pereira Rodrigues, P., Santos Costa, V., Gama, J., Jorge, A. & Soares, C. (eds.). Springer Verlag, p. 279-294 16 p. (Lecture Notes in Computer Science; vol. 9285).

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

6 Citations (Scopus)
32 Downloads (Pure)

Biohybrid control of general linear systems using the adaptive filter model of cerebellum

Wilson, E., Assaf, T., Pearson, M., Rossiter, J., Dean, P., Anderson, S. & Porrill, J., 20 Jul 2015, In : Frontiers in Neurorobotics. 9, 13 p., 5.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
286 Downloads (Pure)

Borderlines and probabilities of borderlines: On the interconnection between vagueness and uncertainty

Lawry, J., 28 Sep 2015, In : Journal of Applied Logic. 14, p. 113-138 26 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Cast and 3D Printed Ion Exchange Membranes for Monolithic Microbial Fuel Cell Fabrication

Philamore, H., Rossiter, J. M., Walters, P., Winfield, J. & Ieropoulos, I., 1 Sep 2015, In : Journal of Power Sources. 289, p. 91-99

Research output: Contribution to journalArticle (Academic Journal)

26 Citations (Scopus)

Cell-Probe Bounds for Online Edit Distance and Other Pattern Matching Problems

Clifford, R., Jalsenius, M. & Sach, B., 4 Jan 2015, ACM-SIAM Symposium on Discrete Algorithms.

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

6 Citations (Scopus)
47 Downloads (Pure)

Computational models describing possible mechanisms for generation of excessive beta oscillations in Parkinson’s disease

Pavlides, A., Hogan, J. & Bogacz, R., 18 Dec 2015, In : PLoS Computational Biology. 11, 12, 29 p., e1004609.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
51 Citations (Scopus)
237 Downloads (Pure)

Computing the Longest Unbordered Substring

Gawrychowski, P., Kucherov, G., Sach, B. G. & Starikovskaya, T., 5 Sep 2015, String Processing and Information Retrieval: 22nd International Symposium, SPIRE 2015, London, UK, September 1-4, 2015, Proceedings. Springer International Publishing AG, p. 246-257 12 p. (Lecture Notes in Computer Science; vol. 9309).

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

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

Contextual Saliency for Non-rigid Landmark Registration and Recognition of Structured Natural Patterns

Palmer, L. & Burghardt, T., 2015, Proceedings of the 10th International Conference on Computer Vision Theory and Applications.

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

Control-focused, nonlinear and time-varying modelling of dielectric elastomer actuators with frequency response analysis

Jacobs, W., Wilson, E., Assaf, T., Rossiter, J., Dodd, T., Porrill, J. & Anderson, S., 31 Mar 2015, In : Smart Materials and Structures. 24, 5

Research output: Contribution to journalArticle (Academic Journal)

12 Citations (Scopus)

Correspondence, Matching and Recognition

Burghardt, T., Damen (Aldamen), D., Mayol-Cuevas, W. & Mirmehdi, M., May 2015, In : International Journal of Computer Vision (IJCV). 113, 3

Research output: Contribution to journalEditorial (Academic Journal)

6 Citations (Scopus)

Dataset Shift Detection with Model-Based Subgroup Discovery

Song, H., Flach, P. & Kalogridis, G., 2015.

Research output: Contribution to conferenceConference Paper

Dictionary matching in a stream

Clifford, R., Fontaine, A., Porat, E., Sach, B. & Starikovskaya, T., Jul 2015, Algorithms – ESA 2015: 23rd Annual European Symposium, Patras, Greece, September 14–16, 2015, Proceedings. Springer Verlag, p. 361-372 (Lecture Notes in Computer Science; vol. 9294).

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

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

Distinct developmental origins manifest in the specialized encoding of movement by adult neurons of the external globus pallidus

Dodson, P. D., Larvin, J. T., Duffell, J. M., Garas, F. N., Doig, N. M., Kessaris, N., Duguid, I. C., Bogacz, R., Butt, S. J. B. & Magill, P. J., 22 Apr 2015, In : Neuron. 86, 2, p. 501-513 13 p.

Research output: Contribution to journalArticle (Academic Journal)

52 Citations (Scopus)

Dopamine and Consolidation of Episodic Memory: Timing Is Everything

Grogan, J., Bogacz, R., Tsivos, D., Whone, A. & Coulthard, E., 23 Jun 2015, In : Journal of Cognitive Neuroscience. p. 1-16 16 p.

Research output: Contribution to journalArticle (Academic Journal)

9 Citations (Scopus)

Evolving fuzzy grammar for crime texts categorization

Sharef, N. M. & Martin, T. P., Mar 2015, In : Applied Soft Computing. 28, p. 175-187 13 p.

Research output: Contribution to journalArticle (Academic Journal)

6 Citations (Scopus)

Fade to Green: A Biodegradable Stack of Microbial Fuel Cells

Winfield, J., Chambers, L., Rossiter, J., Stinchcombe, A., Walter, X. A., Greenman, J. & Ieropoulos, I., 2015, In : ChemSusChem.

Research output: Contribution to journalArticle (Academic Journal)

14 Citations (Scopus)

Follicular DEAs for two-way tactile communication

Knoop, L. E., Rossiter, J. M. & Assaf, T., 10 Mar 2015, Proceedings of Electroactive Polymer Actuators and Devices (EAPAD) XVII (2015). Vol. 9430. 9430-77

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

Gaussian Process Model Re-Use

Diethe, T., Twomey, N. & Flach, P., 11 Sep 2015.

Research output: Contribution to conferenceConference Paper

Open Access
File
114 Downloads (Pure)

Hiding the squid: patterns in artificial cephalopod skin

Fishman, A., Rossiter, J. M. & Homer, M., 6 Jul 2015, In : Journal of the Royal Society Interface. 12, 108, 10 p., 20150281.

Research output: Contribution to journalArticle (Academic Journal)

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

iCLIP identifies novel roles for SAFB1 in regulating RNA processing and neuronal function

Rivers, C. A., Idris, J., Scott, H. L., Rogers, M. F., Lee, Y-B., Gaunt, J. R., Phylactou, L., Curk, T., Campbell, I. C. G., Ule, J., Norman, M. R. & Uney, J. B., 22 Dec 2015, In : BMC Biology. 13, 1, 15 p., 111.

Research output: Contribution to journalArticle (Academic Journal)

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

Interactively exploring supply and demand in the UK independent music scene

Mcvicar, M., Mesnage, C., Lijffijt, J. & De Bie, T., 2015, Machine Learning and Knowledge Discovery in Databases, Part III. Springer Berlin Heidelberg, Vol. 9286.

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

Learning to classify gender from four million images

Jia, S. & Cristianini, N., 1 Jun 2015, In : Pattern Recognition Letters. 58, p. 35-41 7 p.

Research output: Contribution to journalArticle (Academic Journal)

43 Citations (Scopus)

Managing Vagueness with Fuzzy in Hierarchical Big Data: INNS Conference on Big Data 2015 Program San Francisco, CA, USA 8-10 August 2015

Lewis, D. J. & Martin, T. P., Dec 2015, In : Procedia Computer Science. 53, p. 19-28 10 p.

Research output: Contribution to journalSpecial issue (Academic Journal)

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

Measuring Gender Bias in News Images

Jia, S., Lansdall-Welfare, T. & Cristianini, N., May 2015, WWW '15 Companion Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery (ACM), p. 893-898

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

5 Citations (Scopus)