Research Output

2014

Multi-label Classification: A Comparative Study on Threshold Selection Methods

Al-Otaibi, R. M., Flach, P. A. & Kull, M., 2014.

Research output: Contribution to conferenceConference Paper

Natural selection can favour 'irrational' behaviour

McNamara, J. M., Trimmer, P. C. & Houston, A. I., 1 Jan 2014, In : Biology Letters. 10, 1, 5 p., 20130935.

Research output: Contribution to journalArticle (Academic Journal)

23 Citations (Scopus)

On the Coverage of Science in the Media: A Big Data Study on the Impact of the Fukushima Disaster

Lansdall-Welfare, T., Sudhahar, S., Veltri, G. A. & Cristianini, N., Oct 2014, Big Data (Big Data), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 60-66 6 p.

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

13 Citations (Scopus)

Possibilistic Projected Categorical Clustering via Cluster Cores

Matthews, S. G. & Martin, T. P., 2014, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). p. 2063 2070 p.

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

1 Citation (Scopus)
57 Downloads (Pure)

Probability, fuzziness and borderline cases

Lawry, J., Jul 2014, In : International Journal of Approximate Reasoning. 55, 5, p. 1164–1184 20 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Quantification of Cerebral Blood Flow by Arterial Spin Labelling at 3T in Multi-Site Setting: Segmentation and Quality Rankings of CBF images

Milroy, A., Rossiter, J., Kehoe, P. & Kauppinen, R., 4 Sep 2014.

Research output: Contribution to conferenceConference Abstract

Ranking non-synonymous single nucleotide polymorphisms based on disease concepts

Shihab, H. A., Gough, J., Mort, M., Cooper, D. N., Day, I. N. M. & Gaunt, T. R., Jun 2014, In : Human Genomics. 8

Research output: Contribution to journalArticle (Academic Journal)

55 Citations (Scopus)

Rate-constrained ranking and the rate-weighted AUC

Millard, L. A. C., Flach, P. A. & Higgins, J. P. T., 1 Jan 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Calders, T., Esposito, F., Hullermeier, E. & Meo, R. (eds.). PART 2 ed. Springer Verlag, Vol. 8725 LNAI. p. 386-403 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8725 LNAI, no. PART 2).

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

4 Citations (Scopus)

Rate-oriented point-wise confidence bounds for ROC curves

Millard, L. A. C., Kull, M. & Flach, P. A., 1 Jan 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Calders, T., Esposito, F., Hullermeier, E. & Meo, R. (eds.). PART 2 ed. Springer Berlin Heidelberg, Vol. 8725 LNAI. p. 404-421 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8725 LNAI, no. PART 2).

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

3 Citations (Scopus)

Reliability Maps: A Tool to Enhance Probability Estimates and Improve Classification Accuracy (Best paper award)

Kull, M. & Flach, P. A., 1 Sep 2014, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II. Calders, T., Esposito, F., Hullermeier, E. & Meo, R. (eds.). Springer Berlin Heidelberg, p. 18-33 16 p. (Lecture Notes in Artificial Intelligence; vol. 8725).

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

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

Seeing by touch: Evaluation of a soft biologically-inspired artificial fingertip in real-time active touch

Assaf, T., Roke, C., Rossiter, J. M., Pipe, A. & Melhuish, C., 7 Feb 2014, In : Sensors. 14, p. 2561-2577 17 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction: Information Processing and Management of Uncertainty in Knowledge-Based Systems

Le, M., Nauck, D., Gabrys, B. & Martin, T., 2014, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Laurent, A., Strauss, O., Bouchon-Meunier, B. & Yager, R. (eds.). Springer International Publishing AG, Vol. 442. p. 168-178 11 p. (Communications in Computer and Information Science).

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

6 Citations (Scopus)

Sequential transcriptional changes dictate safe and effective antigen-specific immunotherapy

Burton, B. R., Britton, G. J., Fang, H., Verhagen, J., Smithers, B., Sabatos-Peyton, C. A., Carney, L. J., Gough, J., Strobel, S. & Wraith, D. C., 3 Sep 2014, In : Nature Communications. 5, 4741.

Research output: Contribution to journalArticle (Academic Journal)

79 Citations (Scopus)

Shape memory polymer hexachiral auxetic structures with tunable stiffness

Rossiter, J. M., Takashima, K., Scarpa, F., Walters, P. & Mukai, T., 28 Feb 2014, In : Smart Materials and Structures. 23, 045007.

Research output: Contribution to journalArticle (Academic Journal)

60 Citations (Scopus)

SPHERE-a Sensor Platform for Healthcare in a Residential Environment

Diethe, T., Twomey, N. & Flach, P., 2014. 4 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
79 Downloads (Pure)

Subgroup Discovery in Smart Electricity Meter Data

Jin, N., Flach, P., Wilcox, T., Sellman, R., Thumim, J. & Knobbe, A., May 2014, In : IEEE Transactions on Industrial Informatics. 10, 2, p. 1327-1336 10 p.

Research output: Contribution to journalArticle (Academic Journal)

18 Citations (Scopus)

Support-based Distance Measurement between Lattices

Abd Rahim, N. H. & Martin, T. P., 2014, IEEE Conference on Evolving and Adaptive Intelligent Systems. p. 1-8 8 p.

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

supraHex: an R/Bioconductor package for tabular omics data analysis using a supra-hexagonal map

Fang, H. & Gough, J., 3 Jan 2014, In : Biochemical and Biophysical Research Communications. 443, 1, p. 285-9 5 p.

Research output: Contribution to journalArticle (Academic Journal)

22 Citations (Scopus)

The 'dnet' approach promotes emerging research on cancer patient survival

Fang, H. & Gough, J., 2014, In : Genome Medicine. 6, 8, p. 64

Research output: Contribution to journalArticle (Academic Journal)

40 Citations (Scopus)

The evolution of human cells in terms of protein innovation

Sardar, A. J., Oates, M., Fang, H., Forrest, A. R. R., Kawaji, H., Gough, J., Rackham, O. J. L. & the FANTOM Consortium, Jun 2014, In : Molecular Biology and Evolution. 31, 6, p. 1364-74 11 p.

Research output: Contribution to journalArticle (Academic Journal)

14 Citations (Scopus)

The Power of Glove: Soft Microbial Fuel Cell for Low-Power Electronics

Winfield, J., Chambers, L., Stinchcombe, A., Rossiter, J. M. & Ieropoulos, I., 1 Mar 2014, In : Journal of Power Sources. 249, p. 327–332 6 p.

Research output: Contribution to journalArticle (Academic Journal)

31 Citations (Scopus)

The Relative Disagreement Model of Opinion Dynamics: Where Do Extremists Come From?

Meadows, M. & Cliff, D., 5 Feb 2014, Self-Organising Systems: 7th IFIP TC 6 International Workshop, IWSOS 2013, Palma de Mallorca, Spain, May 9-10, 2013, Revised Selected Papers. Elmenreich, W., Dressler, F. & Loretto, V. (eds.). Springer Berlin Heidelberg, p. 66-77 12 p. (Lecture Notes in Computer Science; vol. 8221).

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

3 Citations (Scopus)

Thermal response of novel shape memory polymer-shape memory alloy hybrids

Rossiter, J. M., Takashima, K. & Mukai, T., 10 Mar 2014, Proceedings of SPIE: Behavior and Mechanics of Multifunctional Materials and Composites. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9058. 905810

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

4 Citations (Scopus)

The X-mu representation of fuzzy sets: Soft Computing

Martin, T. P., 2014, In : Soft Computing. p. 1-13 13 p.

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

The X-μ Approach: In Theory and Practice

Lewis, D. & Martin, T. P., 2014, Communications in Computer and Information Science . Springer, Vol. 444. p. 406-415

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

3 Citations (Scopus)

To act or not to act: Learning the value of not acting

Howard-Jones, P. A., Bogacz, R. & Lloyd, K., 12 Sep 2014, p. 89. 89 p.

Research output: Contribution to conferenceConference Abstract

Towards shear tactile displays with DEAs

Knoop, L. E. & Rossiter, J. M., 9 Mar 2014, Proceedings of SPIE: Electroactive Polymer Actuators and Devices . Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9056. 905610

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

5 Citations (Scopus)

Tuning Larger Membership Grades for Fuzzy Association Rules

Matthews, S. G., 2014, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). p. 1960 1967 p.

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

58 Downloads (Pure)
2013

(DP2)-P-2: database of disordered protein predictions

Oates, M., Romero, P., Ishida, T., Ghalwash, M., Mizianty, M. J., Xue, B., Dosztanyi, Z., Uversky, V. N., Obradovic, Z., Kurgan, L., Dunker, A. K. & Gough, J., Jan 2013, In : Nucleic Acids Research. 41, D1, p. D508-D516 9 p.

Research output: Contribution to journalArticle (Academic Journal)

268 Citations (Scopus)

3-dimensional fabrication of soft energy harvesters

McKay, T., Walters, P., Rossiter, J. M., O'Brien, B. & Anderson, I., 9 Apr 2013, SPIE Proceedings. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 8687.

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

4 Citations (Scopus)

A daily-updated tree of (sequenced) life as a reference for genome research

Fang, H., Oates, M., Pethica, R. B., Greenwood, J. M., Sardar, A. J., Rackham, O. J. L., Donoghue, P. C. J., Stamatakis, A., Morais, D. A. D. L. & Gough, J., 18 Jun 2013, In : Scientific Reports. 3, p. 2015 10 p., 2015.

Research output: Contribution to journalArticle (Academic Journal)

35 Citations (Scopus)

Adaptive sampling of information in perceptual decision-making

Cassey, T., Evens, D. R., Bogacz, R., Marshall, J. A. R. & Ludwig, C. J. H., 2013, In : PLoS ONE. 8, 11, e78993.

Research output: Contribution to journalArticle (Academic Journal)

9 Citations (Scopus)

A disease-drug-phenotype matrix inferred by walking on a functional domain network

Fang, H. & Gough, J., 4 Jul 2013, In : Molecular bioSystems. 9, 7, p. 1686-96 11 p.

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)

A domain-centric solution to functional genomics via dcGO Predictor

Fang, H. & Gough, J., 2013, In : BMC Bioinformatics. 14 Suppl 3, p. S9

Research output: Contribution to journalArticle (Academic Journal)

16 Citations (Scopus)

A General Approach to the Measurement of Change in Fuzzy Concept Lattices

Martin, T. P., Abd Rahim, N. H. & Majidian, A., 2013, In : Soft Computing.

Research output: Contribution to journalArticle (Academic Journal)

14 Citations (Scopus)

A Higher-Order Data Flow Model for Heterogeneous Big Data

Price, S. & Flach, P. A., Oct 2013, IEEE International Conference on Big Data. Santa Clara, CA: IEEE Computer Society, p. 569-573

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

3 Citations (Scopus)

A large-scale evaluation of computational protein function prediction

Radivojac, P., Clark, W. T., Oron, T. R., Schnoes, A. M., Wittkop, T., Sokolov, A., Graim, K., Funk, C., Verspoor, K., Ben-Hur, A., Pandey, G., Yunes, J. M., Talwalkar, A. S., Repo, S., Souza, M. L., Piovesan, D., Casadio, R., Wang, Z., Cheng, J., Fang, H. & 82 others, Gough, J., Koskinen, P., Törönen, P., Nokso-Koivisto, J., Holm, L., Cozzetto, D., Buchan, D. W. A., Bryson, K., Jones, D. T., Limaye, B., Inamdar, H., Datta, A., Manjari, S. K., Joshi, R., Chitale, M., Kihara, D., Lisewski, A. M., Erdin, S., Venner, E., Lichtarge, O., Rentzsch, R., Yang, H., Romero, A. E., Bhat, P., Paccanaro, A., Hamp, T., Kaßner, R., Seemayer, S., Vicedo, E., Schaefer, C., Achten, D., Auer, F., Boehm, A., Braun, T., Hecht, M., Heron, M., Hönigschmid, P., Hopf, T. A., Kaufmann, S., Kiening, M., Krompass, D., Landerer, C., Mahlich, Y., Roos, M., Björne, J., Salakoski, T., Wong, A., Shatkay, H., Gatzmann, F., Sommer, I., Wass, M. N., Sternberg, M. J. E., Skunca, N., Supek, F., Bošnjak, M., Panov, P., Džeroski, S., Smuc, T., Kourmpetis, Y. A. I., van Dijk, A. D. J., Braak, C. J. F. T., Zhou, Y., Gong, Q., Dong, X., Tian, W., Falda, M., Fontana, P., Lavezzo, E., Di Camillo, B., Toppo, S., Lan, L., Djuric, N., Guo, Y., Vucetic, S., Bairoch, A., Linial, M., Babbitt, P. C., Brenner, S. E., Orengo, C., Rost, B., Mooney, S. D. & Friedberg, I., 2013, In : Nature Methods. 10, 3, p. 221-7 7 p.

Research output: Contribution to journalArticle (Academic Journal)

447 Citations (Scopus)

A linguistic decision tree approach to predicting storm surge

Royston, S., Lawry, J. & Horsburgh, K., 16 Mar 2013, In : Fuzzy Sets and Systems. 215, p. 90-111 22 p.

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

Analysis of the Niche Genetic Algorithm in Learning Classifier Systems

Kovacs, T. & Tindale, R., 2013, GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Blum, C. (ed.). NEW YORK: Association for Computing Machinery (ACM), p. 1069-1076 8 p.

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

2 Citations (Scopus)

A new strategy for applying grammatical inference to image classification problems

Pistori, H., Calway, A. & Flach, P., 15 May 2013, Proceedings of the IEEE International Conference on Industrial Technology. p. 1032-1037 6 p. 6505814

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

2 Citations (Scopus)

Animal Biometrics: quantifying and detecting phenotypic appearance

Kuehl, H. & Burghardt, T., 2013, In : Trends in Ecology and Evolution. 28, 7, p. 432-441

Research output: Contribution to journalArticle (Academic Journal)

75 Citations (Scopus)
Open Access
File
175 Downloads (Pure)

Automated analysis of narrative content for digital humanities

Sudhahar, S. & Cristianini, N., 19 Jun 2013, In : International Journal of Advanced Computer Science.

Research output: Contribution to journalArticle (Academic Journal)

Automatic Annotation of a Dynamic Corpus by Label Propagation

Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 2013, Mathematical Methodologies in Pattern Recognition and Machine Learning. Springer Berlin Heidelberg, p. 19-32

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

Biodegradation and proton exchange using natural rubber in microbial fuel cells

Winfield, J., Ieropoulos, I., Rossiter, J. M., Greenman, J. & Patton, D., 2013, In : Biodegradation.

Research output: Contribution to journalArticle (Academic Journal)

36 Citations (Scopus)

Bioinspired Adaptive Control for Artificial Muscles

Wilson, E., Assaf, T., Pearson, M., Rossiter, J. M., Anderson, S. & Porril, J., 29 Jul 2013, Lecture Notes in Computer Science. Vol. 8064. p. 311-322 12 p.

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

13 Citations (Scopus)

Chimpanzee face detection: an automated system for images captured from natural environments

Sandwell, R. C. & Burghardt, T., 2013, 9th International Conference on Behaviour, Physiology and Genetics of Wildlife. Leibnitz Institute for Zoo and Wildlife Research

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

102 Downloads (Pure)

Citizen Science and Crowd-sourcing Biological Surveys

Price, S., Kilbey, D. J., Tredgold, J., Bailey, C. P., van Rossum, M. J., Jones, M. A. & Steer, D. M., Sep 2013, Digital Research 2013. Oxford

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

61 Downloads (Pure)

Comparing the short and long term stability of biodegradable, ceramic and cation exchange membranes in microbial fuel cells

Winfield, J., Chambers, L., Rossiter, J. M. & Ieropoulos, I., Nov 2013, In : Bioresource Technology. p. 480–486 7 p.

Research output: Contribution to journalArticle (Academic Journal)

49 Citations (Scopus)

Comparison of Cloud Middleware Protocols and Subscription Network Topologies using CReST, the Cloud Research Simulation Toolkit

Cartlidge, J. & Cliff, D., 8 May 2013, CLOSER-2013: Proceedings of the Third International Conference on Cloud Computing and Services Science. Desprez, F., Ferguson, D., Hadar, E., Leymann, F., Jarke, M. & Helfert, M. (eds.). Aachen, Germany: SciTePress, p. 58-68 11 p.

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

File
5 Citations (Scopus)
270 Downloads (Pure)