Research Output

2014
25 Citations (Scopus)

Borderline vs. unknown: comparing three-valued representations of imperfect information

Ciucci, D., Dubois, D. & Lawry, J., 11 Jul 2014, In : International Journal of Approximate Reasoning. 55, 9, p. 1866–1889 24 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Change mining in evolving fuzzy concept lattices: Evolving Systems

Martin, T. P., 2014, In : Evolving Systems. p. 1-16 16 p.

Research output: Contribution to journalArticle (Academic Journal)

2 Citations (Scopus)

Colour gamuts in polychromatic dielectric elastomer artificial chromatophores

Rossiter, J. M., Conn, A. T., Cerruto, A., Winters, A. & Roke, C., 9 Mar 2014, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9056. 905620

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

3 Citations (Scopus)

Computational modeling and analysis of hippocampal-prefrontal information coding during a spatial decision-making task

Jahans-Price, T., Gorochowski, T. E., Wilson, M. A., Jones, M. W. & Bogacz, R., 3 Mar 2014, In : Frontiers in Behavioral Neuroscience. 8, 11 p., 62.

Research output: Contribution to journalArticle (Academic Journal)

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

Conceptual Spaces and Language Games for an Artificial Fingertip

McGovern, P. E., Lawry, J., Rossiter, J. M. & Leonards, U. B., 2 Nov 2014, Proceedings of IEEE conference on sensors: IEEE SENSORS 2014. Institute of Electrical and Electronics Engineers (IEEE)

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

Context modulation of Sensor Data Applied to Activity Recognition in Smart Homes

Twomey, N. J. & Flach, P. A., 2014. 16 p.

Research output: Contribution to conferenceConference Paper

16 Downloads (Pure)

Control-Oriented Nonlinear Dynamic Modelling of Dielectric Electro-Active Polymers

Jacobs, W., Wilson, E., Assaf, T., Rossiter, J., Dodd, T., Porrill, J. & Anderson, S., 30 Jun 2014, Towards Autonomous Robotic Systems: Lecture Notes in Computer Science. Springer Berlin Heidelberg, Vol. 8069. p. 259-260 2 p.

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

1 Citation (Scopus)

dcGOR: An R Package for Analysing Ontologies and Protein Domain Annotations

Fang, H., Oct 2014, In : PLoS Computational Biology. 10, 10, p. e1003929

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

Emerging Dimension Weights in a Conceptual Spaces Model of Concept Combination

Lewis, M. A. F. & Lawry, J., 2014, Proceedings of the AISB 2014.

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

5 Citations (Scopus)

Kirigami design and fabrication for biomimetic robotics

Rossiter, J. M. & Sareh, S., 9 Mar 2014, Proceedings of SPIE : Bioinspiration, Biomimetics, and Bioreplication . Lakhtakia, A. (ed.). Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9055. 90550G

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

10 Citations (Scopus)

LaCova: A Tree-Based Multi-Label Classifier using Label Covariance as Splitting Criterion

Al-Otaibi, R. M., Kull, M. & Flach, P. A., 2014, International Conference on Machine Learning and Applications (ICMLA). Detroit, MI: IEEE Computer Society, Vol. 1. p. 74 79 p.

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

2 Citations (Scopus)

Language games with vague categories and negations

Lawry, J. & Eyre, H. R., Oct 2014, In : Adaptive Behavior. 22, 5, p. 289–303 14 p.

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)
41 Downloads (Pure)

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)

24 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)
348 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)

62 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)
275 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
21 Citations (Scopus)
456 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

8 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)

83 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)

63 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
83 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)

21 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)

41 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)

33 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)

8 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)

285 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)

36 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)