Research Output

2015

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
57 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
11 Citations (Scopus)
332 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
2 Citations (Scopus)
262 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
7 Citations (Scopus)
334 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
794 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)
212 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
2 Citations (Scopus)
263 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
146 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
59 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)

14 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
38 Citations (Scopus)
412 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
3 Citations (Scopus)
248 Downloads (Pure)

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)

32 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)

13 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
205 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)

850 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)

9 Citations (Scopus)
24 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
32 Citations (Scopus)
237 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)

1 Citation (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)
268 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)

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)

7 Citations (Scopus)
41 Downloads (Pure)