Research Output

2015

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
117 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)
352 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)
327 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)

46 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
4 Citations (Scopus)
212 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)

Modelling and analysis of pH responsive hydrogels for the development of biomimetic photo-actuating structures

Dicker, M. P. M., Bond, I. P., Rossiter, J. M., Faul, C. F. J. & Weaver, P. M., 1 Sep 2015, Multifunctional Polymeric and Hybrid Materials. Materials Research Society, p. 65-70 6 p. (MRS Online Proceedings Library; vol. 1718).

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

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

Modelling the effect of actuator-like behavior in dielectric elastomer generators

Rodrigues De Oliveira Zanini, P., Rossiter, J. & Homer, M., Oct 2015, In : Applied Physics Letters. 107, 15, 4 p., 153906.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
10 Citations (Scopus)
322 Downloads (Pure)

Model Reuse with Bike rental Station data (Preamble)

Kull, M., Lachiche, N. & Martínez-Usó, A., 7 Dec 2015, Proceedings of the ECML/PKDD 2015 Discovery Challenges: co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015). CEUR-WS, 4 p. (CEUR Workshop Proceedings; vol. 1526).

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

Open Access
File
75 Downloads (Pure)

Model Reuse with Subgroup Discovery

Song, H. & Flach, P., 7 Dec 2015, Proceedings of the ECML/PKDD 2015 Discovery Challenges: co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015). CEUR-WS, 14 p. (CEUR Workshop Proceedings; vol. 1526).

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

Open Access
File
72 Downloads (Pure)
Open Access
File
30 Citations (Scopus)
321 Downloads (Pure)

Multi-label classification by label clustering based on covariance

Al-Otaibi, R., Kull, M. & Flach, P., 8 Oct 2015, Proceedings of the ECMLPKDD 2015 Doctoral Consortium. Aalto University, p. 43-52 10 p. (Aalto University Publication Series).

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

Open Access
File
66 Downloads (Pure)

Network analysis of narrative content in large corpora

Sudhahar, S., De Fazio, G., Franzosi, R. & Cristianini, N., 1 Jan 2015, In : Natural Language Engineering. 21, 1, p. 81-112 32 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
512 Downloads (Pure)

Non-back-drivable binary bistable DEA device

Hinitt, A., Conn, A. & Rossiter, J., 9 Jun 2015, Proceedings on Fifth international conference on Electromechanically Active Polymer (EAP) transducers & artificial muscles. EuroEAP, 45

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

Nonmonotonic Learning in Large Biological Networks

Ray, O. & Bragaglia, S., 27 Dec 2015, Inductive Logic Programming: 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers. Davis, J. & Ramon, J. (eds.). p. 33-48 16 p. (Lecture Notes in Computer Science; vol. 9046).

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

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

Novel Decompositions of Proper Scoring Rules for Classification: Score Adjustment as Precursor to Calibration

Kull, M. & Flach, P. A., 2015, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I. Appice, A., Pereira Rodrigues, P., Santos Costa, V., Soares, C., Gama, J. & Jorge, A. (eds.). Springer International Publishing AG, Vol. 1. p. 68-85 18 p. (Lecture Notes in Computer Science; vol. 9284).

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

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

On truth-gaps, truth-gluts, and bipolar propositions

Lawry, J. & tang, Y., Jan 2015, In : International Journal of Approximate Reasoning. 56, Part A, p. 137–151 14 p.

Research output: Contribution to journalArticle (Academic Journal)

P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns

Lijffijt, J., Spyropoulou, E., Kang, B. & De Bie, T., 2015, IEEE International Conference on Data Science and Advanced Analytics (DSAA) 2015. Institute of Electrical and Electronics Engineers (IEEE)

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

1 Citation (Scopus)

Precision-Recall-Gain Curves: PR Analysis Done Right

Flach, P. & Kull, M., 12 Dec 2015, Advances in Neural Information Processing Systems 28. Cortes, C., Lawrence, N. D., Lee, D. D., Sugiyama, M. & Garnett, R. (eds.). Curran Associates, Inc, p. 838-846 9 p.

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

Open Access
File
909 Downloads (Pure)

Proceedings of the ECML/PKDD 2015 Discovery Challenges: co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015)

Martínez-Usó, A., Mendes-Moreira, J., Moreira-Matias, L., Kull, M. & Lachiche, N., 7 Dec 2015, CEUR-WS. (CEUR Workshop Proceedings; vol. 1526)

Research output: Book/ReportEdited book

Recent trends in the incidence of anxiety and prescription of anxiolytics and hypnotics in children and young people: An e-cohort study

John, A., Marchant, A. L., McGregor, J. I., Tan, J. O. A., Hutchings, H. A., Kovess, V., Choppin, S., Macleod, J., Dennis, M. S. & Lloyd, K., 1 Sep 2015, In : Journal of Affective Disorders. 183, p. 134-141 8 p., 7438.

Research output: Contribution to journalArticle (Academic Journal)

14 Citations (Scopus)

Representation and identification of approximately similar event sequences

Martin, T. P. & Azvine, B., 21 Oct 2015, Flexible Query Answering Systems: Proceedings of the 11th International Conference FQAS 2015, Cracow, Poland, October 26-28, 2015. Springer Verlag, p. 87-99 13 p. (Advances in Intelligent Systems and Computing; vol. 400).

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

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

Row-bot: An energetically autonomous artificial water boatman

Rossiter, J., Philamore, H., Stinchcombe, A. & Ieropoulos, I., 28 Sep 2015, Proceedings of 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 3888-3893

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

11 Citations (Scopus)

Scalable Preference Learning from Data Streams

Dzogang, F., Lansdall-Welfare, T., Sudhahar, S. & Cristianini, N., May 2015, WWW '15 Companion Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery (ACM), p. 885-890

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

1 Citation (Scopus)

Sequence identification

Martin, T. P. & Azvine, B., 2015, Patent No. PCT/GB2014/000378

Research output: Patent

Sequential data selection for predicting the pathogenic effects of sequence variation

Rogers, M. F., Campbell, C., Shihab, H. A., Gaunt, T. R., Mort, M. & Cooper, D. N., 16 Dec 2015, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. Institute of Electrical and Electronics Engineers (IEEE), p. 639-644 6 p. 7359759

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

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

Smart-Homes for eHealth: Uncertainty Management and Calibration

Diethe, T. & Flach, P. A., Dec 2015. 3 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
151 Downloads (Pure)

Suicide information database-Cymru: A protocol for a population-based, routinely collected data linkage study to explore risks and patterns of healthcare contact prior to suicide to identify opportunities for intervention

John, A., Dennis, M., Kosnes, L., Gunnell, D., Scourfield, J., Ford, D. V. & Lloyd, K., 1 Jan 2015, In : BMJ Open. 4, 11, 006780.

Research output: Contribution to journalArticle (Academic Journal)

2 Citations (Scopus)

Supply and demand of independent UK music artists on the web

Mcvicar, M., Mesnage, C., De Bie, T., Lijffijt, J. & Spyropoulou, E., 2015, Proceedings of the 2015 ACM Conference on Web Science.

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

1 Citation (Scopus)

SVR-based modelling for the MoReBikeS challenge: Analysis, visualisation and prediction

Chen, Y. & Flach, P., 7 Dec 2015, Proceedings of the ECML/PKDD 2015 Discovery Challenges: co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015). CEUR-WS, 9 p. (CEUR Workshop Proceedings; vol. 1526).

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

Open Access
File
65 Downloads (Pure)

The Tickler: A Compliant Wearable Tactile Display for Stroking and Tickling

Knoop, L. E. & Rossiter, J. M., 18 Apr 2015, CHI EA '15 Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems. Association for Computing Machinery (ACM), p. 1133-1138 6 p.

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

16 Citations (Scopus)

Towards automating visual in-field monitoring of crop health

Gibson, D., Burghardt, T., Campbell, N. & Canagarajah, N., 27 Sep 2015, 2015 IEEE International Conference on Image Processing (ICIP 2015). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

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

4 Citations (Scopus)
57 Downloads (Pure)

Trend Extraction on Twitter Time Series for Music Discovery

Mesnage, C., Santos-Rodriguez, R., Mcvicar, M. & De Bie, T., 2015.

Research output: Contribution to conferenceConference Abstract

Urine-activated origami microbial fuel cells to signal proof of life

Winfield, J., Chambers, L., Rossiter, J. M., Greenman, J. & Ieropoulos, I., 20 Feb 2015, In : Journal of Materials Chemistry A. 3, p. 7058-7065

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
39 Citations (Scopus)
439 Downloads (Pure)

Versatile Decision Trees for Learning Over Multiple Contexts

Al-Otaibi, R., B.C. Prudencio, R., Kull, M. & Flach, P., 29 Aug 2015, Machine Learning and Knowledge Discovery in Databases. Springer Verlag, Vol. 9284 . p. 184-199 16 p. (Lecture Notes in Computer Science).

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

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

WormTIP: An invertebrate inspired active tactile imaging pneumostat

Hinitt, A. D., Rossiter, J. & Conn, A. T., 1 Jan 2015, Biomimetic and Biohybrid Systems - 4th International Conference, Living Machines 2015, Proceedings. Verschure, P. F. M. J., Wilson, S. P., Prescott, T. J. & Mura, A. (eds.). Springer Verlag, p. 38-49 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9222).

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

6 Citations (Scopus)

WormTIP: An Invertebrate inspired active Tactile Imaging Pneumostat

Hinitt, A., Rossiter, J. & Conn, A., 28 Jul 2015, Proceedings of 4th International Conference on Biomimetic and Biohybrid Systems: Living Machines 2015. Vol. 9222. p. 38-49

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

2014

A canonical circuit for generating phase-amplitude coupling

Onslow, A. C. E., Jones, M. & Bogacz, R., 2014, In : PLoS ONE. 9, 8, p. e102591

Research output: Contribution to journalArticle (Academic Journal)

33 Citations (Scopus)

Active-elastic bistable minimum energy structures

Follador, M., Conn, A. T., Mazzolai, B. & Rossiter, J. M., 6 Oct 2014, In : Applied Physics Letters. 105, 14, 141903.

Research output: Contribution to journalArticle (Academic Journal)

14 Citations (Scopus)

A label semantics approach to linguistic hedges

Lewis, M. & Lawry, J., Jul 2014, In : International Journal of Approximate Reasoning. 55, 5, p. 1147-1163 17 p.

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)

A machine learning approach to objective cardiac event detection

Twomey, N. & Flach, P. A., 1 Jan 2014, 2014 8th International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 519-524 6 p. 6915567

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

Open Access
File
223 Downloads (Pure)

A pathway-based data integration framework for prediction of disease progression

Seoane, J. A., Day, I. N. M., Gaunt, T. R. & Campbell, C., 1 Mar 2014, In : Bioinformatics. 30, 6, p. 838-845 8 p.

Research output: Contribution to journalArticle (Academic Journal)

34 Citations (Scopus)

A promoter-level mammalian expression atlas

Forrest, A. R. R., Kawaji, H., Rehli, M., Baillie, J. K., de Hoon, M. J. L., Haberle, V., Lassmann, T., Kulakovskiy, I. V., Lizio, M., Itoh, M., Andersson, R., Mungall, C. J., Meehan, T. F., Schmeier, S., Bertin, N., Jørgensen, M., Dimont, E., Arner, E., Schmidl, C., Schaefer, U. & 31 others, Medvedeva, Y. A., Plessy, C., Vitezic, M., Severin, J., Semple, C. A., Ishizu, Y., Young, R. S., Francescatto, M., Alam, I., Albanese, D., Altschuler, G. M., Arakawa, T., Archer, J. A. C., Arner, P., Babina, M., Rennie, S., Balwierz, P. J., Beckhouse, A. G., Pradhan-Bhatt, S., Blake, J. A., Blumenthal, A., Bodega, B., Bonetti, A., Briggs, J., Brombacher, F., Burroughs, A. M., Fang, H., Gough, J., de Lima Morais, D. A., Rackham, O. J. L. & FANTOM Consortium and the RIKEN PMI and CLST (DGT), 27 Mar 2014, In : Nature. 507, 7493, p. 462-70 9 p.

Research output: Contribution to journalArticle (Academic Journal)

893 Citations (Scopus)

A Proteome Quality Index

Zaucha, J., Stahlhacke, J., Oates, M. E., Thurlby, N., Rackham, O. J. L., Fang, H., Smithers, B. S. & Gough, J., 22 Oct 2014, In : Environmental Microbiology.

Research output: Contribution to journalArticle (Academic Journal)

4 Citations (Scopus)

Artificial vibrissae DEA-based module

Assaf, T., Conn, A. T., Rossiter, J. M., Walters, P. & Pearson, M., 9 Mar 2014, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9056. 90562O

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

1 Citation (Scopus)

Assessment of Biodegradable Materials for Next Generation of Artificial Muscles

Chambers, L., Winfield, J., Rossiter, J. M. & Ieropoulos, I., 15 Jun 2014.

Research output: Contribution to conferenceConference Abstract

Automatic chord estimation from audio: A review of the state of the art

McVicar, M., Santos-Rodríguez, R., Ni, Y. & De Bie, T., 1 Jan 2014, In : IEEE Transactions on Audio, Speech, and Language Processing. 22, 2, p. 556-575 20 p.

Research output: Contribution to journalArticle (Academic Journal)

43 Citations (Scopus)

Biodegradable and edible gelatine actuators for use as artificial muscles

Chambers, L., Winfield, J., Ieropoulos, I. & Rossiter, J. M., 9 Mar 2014, Proceeding of SPIE: Electroactive Polymer Actuators and Devices. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9056. 90560B

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

10 Citations (Scopus)