Additional Contact Information
School of Computer Science, Â鶹´«Ã½¸ßÇå°æ Dean Street, Bangor, Gwynedd LL57 1UTÂ
e-mail: l.i.kuncheva@bangor.ac.uk
Teaching and Supervision
ICP1016 Mathematics for Computing
ICP2021 Algorithm Design with MATLAB
ICP3083 Pattern Recognition and Neural Networks
ICP3099 Final Year Project
Research Interests
Pattern Recognition, Machine Learning
Postgraduate Project Opportunities
Pattern recognition, machine learning, classifier ensembles, feature selection.
For more details: https://lucykuncheva.co.uk
Publications
2024
- Published
Williams, F., Kuncheva, L., Hennessey, S., Diez-Pastor, J. & Rodriguez, J., Aug 2024.
Research output: Contribution to conference › Paper › peer-review - Published
Kuncheva, L., Garrido-Labrador, J., Ramos-Perez, I., Hennessey, S. & Rodriguez, J., 1 Apr 2024, In: Information Fusion. 104, 102188.
Research output: Contribution to journal › Article › peer-review
2023
- Published
Kuncheva, L., Hennessey, S., Williams, F. & Rodriguez, J., 6 Dec 2023, Proc. of the Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS). IEEE
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review - Published
Kuncheva, L., Garrido-Labrador, J., Ramos-Perez, I., Hennessey, S. & Rodriguez, J., 1 May 2023, In: Ecological Informatics.
Research output: Contribution to journal › Article › peer-review - Published
Williams, F. & Kuncheva, L., 5 Dec 2023.
Research output: Contribution to conference › Paper › peer-review
2022
- Published
Williams, F., Kuncheva, L., Rodriguez, J. & Hennessey, S., 6 Dec 2022, Proc. of the Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS). IEEE
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2021
- Published
Kuncheva, L., May 2021, In: Ecological Informatics. 62, 101225.
Research output: Contribution to journal › Article › peer-review - Published
Roberts, J. C., Ritsos, P. D., Kuncheva, L., Vidal, F., Lim, I. S., Ap Cenydd, L., Teahan, W., Mansoor, S., Gray, C. & Perkins, D., May 2021. 2 p.
Research output: Contribution to conference › Paper › peer-review
2020
- Published
Rodriguez, J., Juez-Gil, M., Arnaiz-Gonzalez, A. & Kuncheva, L., 1 Aug 2020, In: Expert Systems with Applications. 151, 113376.
Research output: Contribution to journal › Article › peer-review - Published
Jones, B., Hardy, L., Lawrence, G., Kuncheva, L., Brandon, R., Bobat, M. & Thorpe, G., 13 Jun 2020, In: Journal of Expertise. 3, 2, p. 144-168
Research output: Contribution to journal › Article › peer-review - Submitted
Gray, C., Perkins, D., Ritsos, P. D. & Kuncheva, L., 20 May 2020, (Submitted) 8 p.
Research output: Book/Report › Commissioned report - Published
Kuncheva, L., 20 Apr 2020, In: IEEE Systems, Man, and Cybernetics Magazine. 6, 2, p. 49-56
Research output: Contribution to journal › Article › peer-review - Published
Rodriguez, J., Diez-Pastor, J.-F., Arnaiz-Gonzalez, A. & Kuncheva, L., 6 Apr 2020, In: Knowledge-Based Systems. 193, 24 p., 105434.
Research output: Contribution to journal › Article › peer-review
2019
- Published
Matthews, C. E., Kuncheva, L. I. & Yousefi, P., Apr 2019, In: Machine Vision and Applications. 30, 3, p. 507-518
Research output: Contribution to journal › Article › peer-review - Published
Faithfull, W., Rodriguez, J. & Kuncheva, L., 1 Jan 2019, In: Information Fusion. 45, p. 202-214 13 p.
Research output: Contribution to journal › Article › peer-review - Published
Güllich, A., Hardy, L., Kuncheva, L., Woodman, T., Laing, S., Barlow, M., Lynne, E., Tim, R., Abernethy, B., Côté, J., Chelsea, W. & Wraith, E., Mar 2019, In: Journal of Expertise. 2, 1, p. 23-46 24 p.
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L., Arnaiz-Gonzalez, A., Diez-Pastor, J. F. & Gunn, I., 6 Feb 2019, In: Progress in Artificial Intelligence. 2019, 2, 11 p.
Research output: Contribution to journal › Article › peer-review - Published
Jones, B., Hardy, L., Lawrence, G., Kuncheva, L., Brandon, R., Such, P. & Bobat, M., Jun 2019, In: Journal of Expertise. 2, 2, p. 92-120 29 p.
Research output: Contribution to journal › Article › peer-review
2018
- Published
Gunn, I., Arnaiz-Gonzalez, A. & Kuncheva, L., 19 Apr 2018, In: Neurocomputing. 286, p. 167–178 12 p.
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L., Yousefi, P. & Almeida, J., 12 Mar 2018, In: International Conference on Image Processing Theory, Tools and Applications (IPTA).
Research output: Contribution to journal › Conference article › peer-review - Published
Kuncheva, L., Yousefi, P. & Almeida, J., Apr 2018, In: Journal of Visual Communication and Image Representation. 52, p. 118-130 13 p.
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. & Rodriguez, J., Sept 2018, In: Pattern Recognition. 81, p. 660-673 14 p.
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. & Constance, J., Aug 2018, In: Pattern Recognition Letters. 111, p. 36-42 7 p.
Research output: Contribution to journal › Article › peer-review - Published
Yousefi, P. & Kuncheva, L., 2018. 6 p.
Research output: Contribution to conference › Paper › peer-review - Published
Matthews, C., Yousefi, P. & Kuncheva, L., 2018. 10 p.
Research output: Contribution to conference › Paper › peer-review
2017
- Published
Kuncheva, L. I., Rodriguez, J. J. & Jackson, A. S., 1 Mar 2017, In: Pattern Recognition. 63, C, p. 158-170
Research output: Contribution to journal › Article › peer-review
2016
- Published
Kuncheva, L. & Gunn, I., 29 Jul 2016, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2016) . Vancouver, Canada, p. 16-23 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2015
- Published
Diez-Pastor, J. F., Rodriguez, J. J., Garcia-Osorio, C. I. & Kuncheva, L. I., 11 Jul 2015, In: Information Sciences. 325, p. 98-117
Research output: Contribution to journal › Article › peer-review - Published
Diez-Pastor, J. F., Rodriguez, J. J., Garcia-Osorio, C. & Kuncheva, L. I., 7 May 2015, In: Knowledge-Based Systems. 85, p. 96-111
Research output: Contribution to journal › Article › peer-review
2014
- Published
Kuncheva, L. I., Martinez-Rego, D., Yuen, K. S., Linden, D. E. & Johnston, S. J., 15 May 2014, In: Signal, Image and Video Processing. 8, 5, p. 913-922
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & RodrÃguez, J. J., 1 Feb 2014, In: Knowledge and Information Systems. 38, 2, p. 259-275
Research output: Contribution to journal › Article › peer-review - Published
Faithfull, W. J., Kuncheva, L. I., Franti, P. (Editor), Brown, G. (Editor), Loog, M. (Editor), Escolano, F. (Editor) & Pelillo, M. (Editor), 20 Aug 2014, Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science. 2014 ed. Springer Berlin Heidelberg, p. 364-373
Research output: Chapter in Book/Report/Conference proceeding › Chapter - Published
Kuncheva, L. I. & Faithfull, W. J., 13 Mar 2014, In: IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 69-80
Research output: Contribution to journal › Article › peer-review - Published
Christy, T. P., Christy, T. & Kuncheva, L. I., 28 May 2014, In: GSTF Journal on Computing. 3, 4, p. 38
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., Kuncheav, L. I., Jackson, A. S., Franti, P. (Editor), Brown, G. (Editor), Loog, M. (Editor), Escolano, F. (Editor) & Pelillo, M. (Editor), 20 Aug 2014, Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science. 2014 ed. Springer Berlin Heidelberg, p. 243-252
Research output: Chapter in Book/Report/Conference proceeding › Chapter
2013
- Published
Kuncheva, L. I., 1 Mar 2013, In: IEEE Transactions on Knowledge and Data Engineering. 25, 3, p. 494-501
Research output: Contribution to journal › Article › peer-review - Published
Christy, T. P., Christy, T. & Kuncheva, L. I., 26 Feb 2013, p. 488-495.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 1 May 2013, In: IEEE Transactions on Knowledge and Data Engineering. 25, 5, p. 1175-1180
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., Marin, J., Vazquez, D., Lopez, A. M., Amores, J. & Kuncheva L.I., [. V., 6 May 2013, In: IEEE Transactions on Cybernetics. 44, 3, p. 342-354
Research output: Contribution to journal › Article › peer-review
2012
- Published
Kuncheva, L. I. & Rodriguez, J. J., 25 Dec 2012, In: Progress in Artificial Intelligence. 2, 1, p. 65-72
Research output: Contribution to journal › Article › peer-review - Published
Plumpton, C. O., Kuncheva, L. I., Oosterhof, N. N. & Johnston, S. J., Jun 2012, In: Pattern Recognition. 45, 6, p. 2101-2108
Research output: Contribution to journal › Article › peer-review
2010
- Published
Kuncheva, L. I. & Rodriguez, J. J., 1 May 2010, In: Magnetic Resonance Imaging. 28, 4, p. 583-593
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Dec 2010, In: International Journal of Machine Learning and Cybernetics. 1, 1-4, p. 53-61
Research output: Contribution to journal › Article › peer-review - Published
Polikar, R., DePasquale, J., Mohammed, H. S., Brown, G. & Kuncheva, L. I., 1 Nov 2010, In: Pattern Recognition. 43, 11, p. 3817-3832
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., Rodriguez, J. J., Plumpton, C. O., Linden, D. E. & Johnston, S. J., 1 Feb 2010, In: IEEE Transactions on Medical Imaging. 29, 2, p. 531-542
Research output: Contribution to journal › Article › peer-review
2009
- Published
Kuncheva, L. I. & Žliobaitė, I., 25 Nov 2009, In: Intelligent Data Analysis. 13, 6, p. 861-872
Research output: Contribution to journal › Article › peer-review - Published
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 May 2009, In: Mathematical Geosciences. 41, 4, p. 475-486
Research output: Contribution to journal › Article › peer-review
2008
- Published
Kuncheva, L. I., Whitaker, C. J. & Narasimhamurthy, A., 1 Oct 2008, In: Pattern Recognition. 41, 10, p. 3010-3020
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & Plumpton, C. O., 4 Dec 2008, Proceedings of the IAPR Workshop on Statistical, Structural and Syntactic Pattern Recognition (S+SSPR 2008). Orlando, Florida, USA, p. 510-519
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review - Published
Kuncheva, L. I., Charles, J. J., Miles, N., Collins, A., Wells, B. & Lim, I. S., 1 Aug 2008, In: Mathematical Geosciences. 40, 6, p. 639-652
Research output: Contribution to journal › Article › peer-review - Published
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Jan 2008.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 1 Jan 2008, p. 5-10.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. & Hoare, Z. S., 1 Apr 2008, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 4, p. 735-740
Research output: Contribution to journal › Article › peer-review - Published
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Jun 2008, In: Computers and Geosciences. 34, 6, p. 688-698
Research output: Contribution to journal › Article › peer-review
2007
- Published
Narasimhamurthy, A. & Kuncheva, L. I., 1 Jan 2007, p. 384-389.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 1 Jan 2007, p. 390-395.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I. & Rodriguez, J. J., 1 Jan 2007, p. 459-468.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I. & Rodriguez, J. J., 1 Apr 2007, In: IEEE Transactions on Knowledge and Data Engineering. 19, 4, p. 500-508
Research output: Contribution to journal › Article › peer-review - Published
Sanchez, J. S. & Kuncheva, L. I., 1 Jan 2007.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., Vilas, V. J. & Rodriguez, J. J., 1 Aug 2007, In: Computers in Biology and Medicine. 37, 8, p. 1194-1202
Research output: Contribution to journal › Article › peer-review - Published
Rodriguez, J. J. & Kuncheva, L. I., 1 Jan 2007, p. 450-458.
Research output: Contribution to conference › Paper - Published
Hadjitodorov, S. T. & Kuncheva, L. I., 1 Jan 2007, p. 200-209.
Research output: Contribution to conference › Paper - Published
Rodriguez, J. J. & Kuncheva, L. I., 1 Jan 2007.
Research output: Contribution to conference › Paper
2006
- Published
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Jan 2006, p. 283-294.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I. & Vetrov, D. P., 1 Nov 2006, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 11, p. 1798-1808
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., Hadjitodorov, S. T. & Todorova, L. P., 1 Jan 2006.
Research output: Contribution to conference › Paper - Published
Hadjitodorov, S. T., Kuncheva, L. I. & Todorova, L. P., 1 Sept 2006, In: Information Fusion. 7, 3, p. 264-275
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 May 2006, In: Pattern Recognition Letters. 27, 7, p. 830-837
Research output: Contribution to journal › Article › peer-review - Published
Vilarino, F., Kuncheva, L. I. & Radeva, P., 1 Jun 2006, In: Pattern Recognition Letters. 27, 8, p. 875-881
Research output: Contribution to journal › Article › peer-review - Published
Rodriguez, J. J. & Kuncheva, L. I., 1 Oct 2006, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 10, p. 1619-1630
Research output: Contribution to journal › Article › peer-review
2005
- Published
Masip, D., Kuncheva, L. I. & Vitria, J., 1 Dec 2005, In: Pattern Analysis and Applications. 8, 3, p. 227-237
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Jan 2005, In: Information Fusion. 6, 1, p. 3-4
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., Everitt, B. S. (Editor) & Howell, D. (Editor), 1 Jan 2005, Encyclopedia of Statistics in Behavioral Science. 2005 ed. Wiley, Vol. 3. p. 1532-1535
Research output: Chapter in Book/Report/Conference proceeding › Chapter - Published
Kuncheva, L. I., Hoare, Z. & Cockcroft, P. D., 1 Jan 2005, In: Journal of Modern Applied Statistical Methods. 4, 2, p. 528-537
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Jan 2005, In: Pattern Recognition Letters. 26, 1, p. 83-90
Research output: Contribution to journal › Article › peer-review
2004
- Published
Whitaker C.J., [. V., Kuncheva, L. I. & Cockcroft, P. D., 1 Jan 2004, p. 575-582.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 1 Jan 2004, p. 1-15.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 1 Jan 2004, Wiley.
Research output: Book/Report › Book - Published
Kuncheva, L. I., Cockcroft, P. D., Whitaker, C. J. & Hoare, Z., 1 Jan 2004, p. 325-332.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I. & Hadjitodorov, S. T., 1 Jan 2004, p. 1214-1219.
Research output: Contribution to conference › Paper
2003
- Published
Kuncheva, L. I., Skurichina, M. & Duin, R. P., 1 Jan 2003, In: Information Fusion. 3, 2, p. 245-258
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Jan 2003, p. 25-34.
Research output: Contribution to conference › Paper - Published
Whitaker, C. J. & Kuncheva, L. I., 1 Jan 2003.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., Whitaker, C. J., Shipp, C. A. & Duin, R. P., 1 Apr 2003, In: Pattern Analysis and Applications. 6, 1, p. 22-31
Research output: Contribution to journal › Article › peer-review - Published
Grant, A., Last, D., Kuncheva, L. I. & Ward, N., 1 Sept 2003, In: Journal of Navigation. 56, 3, p. 353-369
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & Whitaker, C. J., 1 May 2003, In: Machine Learning. 51, 2, p. 181-207
Research output: Contribution to journal › Article › peer-review - Published
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2003, In: Information Fusion. 3, 2, p. 135-148
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Jan 2003, In: Pattern Recognitions and Image Analysis: Proceedings. 2652, p. 1126-1138
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Dec 2003, In: IEEE Transactions on Fuzzy Systems. 11, 6, p. 729-741
Research output: Contribution to journal › Article › peer-review
2002
- Published
Kuncheva, L. I., 1 Feb 2002, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 2, p. 281-286
Research output: Contribution to journal › Article › peer-review - Published
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2002, p. 203-208.
Research output: Contribution to conference › Paper - Published
Skurichina, M., Kuncheva, L. I. & Duin, R. P., 1 Jan 2002, p. 62-71.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I. & Kountchev, R. K., 1 Mar 2002, In: Pattern Recognition Letters. 23, 5, p. 593-600
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Apr 2002, In: IEEE Transactions on SMC, Part B. 32, 2, p. 146-156
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2002, p. 81-90.
Research output: Contribution to conference › Paper
2001
- Published
Kuncheva, L. I., Wrench, J., Jain, L. C., Al-Zaidan, A. S., Ruan, D. (Editor), Kacprzyk, J. (Editor) & Fedrizzi, M. (Editor), 1 Jan 2001, Soft Computing for Risk Assessment and Management. 2001 ed. Unknown, p. 355-371
Research output: Chapter in Book/Report/Conference proceeding › Chapter - Published
Kuncheva, L. I., Pal, S. K. (Editor) & Pal, A. (Editor), 1 Jan 2001, Pattern Recognition: From Classical to Modern Approaches. 2001 ed. Unknown, p. 427-452
Research output: Chapter in Book/Report/Conference proceeding › Chapter - Published
Kuncheva, L. I., Roli, F., Marcialis, G. L. & Shipp, C. A., 1 Jan 2001, p. 349-358.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., Bezdek, J. C. & Duin, R. P., 1 Feb 2001, In: Pattern Recognition. 34, 2, p. 299-314
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2001, p. 228-237.
Research output: Contribution to conference › Paper - Published
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2001, p. 429-435.
Research output: Contribution to conference › Paper - Published
Bezdek, J. C. & Kuncheva, L. I., 1 Dec 2001, In: International Journal of Intelligent Systems. 16, 12, p. 1445-1473
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2001.
Research output: Contribution to conference › Paper - Published
Al-Zaidan, A. S. & Kuncheva, L. I., 1 Jan 2001, p. 725-731.
Research output: Contribution to conference › Paper - Published
Kuncheva, L. I., 16 Sept 2001, In: Fuzzy Sets and Systems. 122, 3, p. 401-407
Research output: Contribution to journal › Article › peer-review - Published
Kuncheva, L. I., 1 Jan 2001, p. 11-22.
Research output: Contribution to conference › Paper
Projects
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01/12/2015 – 01/08/2019 (Finished)
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01/07/2011 – 31/07/2012 (Finished)
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01/06/2006 – 01/10/2010 (Finished)