Professor Ludmila Kuncheva

Professor in Computer Science

l.i.kuncheva@bangor.ac.uk

Professor Ludmila Kuncheva

School of Computer Science, Â鶹Íø Dean Street, Â鶹Íø, Gwynedd LL57 1UT 

e-mail: l.i.kuncheva@bangor.ac.uk

ICP1016 Mathematics for Computing

ICP2021 Algorithm Design with MATLAB

ICP3083 Pattern Recognition and Neural Networks

ICP3099 Final Year Project

Pattern Recognition, Machine Learning

Pattern recognition, machine learning, classifier ensembles, feature selection. For more details: https://lucykuncheva.co.uk

2024

  • Published
    Williams, F., Kuncheva, L., Hennessey, S., Diez-Pastor, J. & Rodriguez, J., Aug 2024.
    Research output: Contribution to conference › Paper › peer-review
  • Published
    Hennessey, S., Williams, F. & Kuncheva, L., 29 Aug 2024. 6 p.
    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., Du Preez, T., 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. & Rodríguez, 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. & Rodriguez, J. J., 1 Jan 2007, p. 459-468.
    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 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., 1 Dec 2003, In: IEEE Transactions on Fuzzy Systems. 11, 6, p. 729-741
    Research output: Contribution to journal › Article › peer-review
  • 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

2002

  • Published
    Shipp, C. A. & Kuncheva, L. I., 1 Jan 2002, p. 203-208.
    Research output: Contribution to conference › Paper
  • 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
    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
    Kuncheva, L. I., 1 Jan 2001, p. 11-22.
    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

  • 01/12/2015 – 01/08/2019 (Finished)

  • 01/07/2011 – 31/07/2012 (Finished)

  • 01/06/2006 – 01/10/2010 (Finished)