Neil Mac Parthalain

Neil Mac Parthalain

Dr, BSc (Cardiff), MSc.(Wales), PhD(Wales), Mr

20062024

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  • 2024

    Fuzzy Inference for Well Log Lithology Classification

    Fetherstonhaugh, S., Martin, J., Pearce, T., Mac Parthalain, N. & Akanyeti, O., 2024, ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2022. Panoutsos, G., Mahfouf, M. & Mihaylova, L. (eds.). GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND: Springer Nature, Vol. 1454. p. 89-102 14 p. (Advances in Intelligent Systems and Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Mixture Kernel-Based Fuzzy-Rough Feature Selection

    Song, X., Yue, G., Mac Parthalain, N. & Qu, Y., 2024, ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2022. Panoutsos, G., Mahfouf, M. & Mihaylova, L. (eds.). GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND: Springer Nature, Vol. 1454. p. 3-12 10 p. (Advances in Intelligent Systems and Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets

    Jensen, R., Mac Parthalain, N., Amiri, M. & Cassens, J., 2024, ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2022. Panoutsos, G., Mahfouf, M. & Mihaylova, L. (eds.). GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND: Springer Nature, Vol. 1454. p. 37-48 12 p. (Advances in Intelligent Systems and Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • 2019

    Effective instance selection using the fuzzy-rough lower approximation

    Jensen, R., Amiri, M. & Parthalain, N. M., 10 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858799. (IEEE International Conference on Fuzzy Systems; vol. 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    2 Citations (Scopus)
  • 2016

    Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier

    Amiri, M., Jensen, R., Eftekhari, M. & MacParthaláin, N., 2016, 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). IEEE Press, p. 1934-1941 8 p. (IEEE International Fuzzy Systems Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    5 Citations (Scopus)
  • Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis

    Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., Jul 2016, Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    Open Access
    File
    2 Citations (Scopus)
    222 Downloads (Pure)
  • 2015

    Discovering Fuzzy-Rough Reducts through Estimation of Distribution Algorithms

    Jensen, R. & MacParthalain, N., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, N., Kaymak, U., Martin, T., Ishibuchi, H., Lin, C., Sousa, J. & Tutmez, B. (eds.). IEEE Press, p. 1-8 8 p. (IEEE International Fuzzy Systems Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

  • Fuzzy-Rough Feature Selection using Flock of Starlings Optimisation

    MacParthalain, N. & Jensen, R., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, N., Kaymak, U., Martin, T., Ishibuchi, H., Lin, C., Sousa, J. & Tutmez, B. (eds.). IEEE Press, 8 p. (IEEE International Fuzzy Systems Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    8 Citations (Scopus)
  • Semi-Supervised Fuzzy-Rough Feature Selection

    Jensen, R., Vluymans, S., MacParthalain, N., Cornelis, C. & Saeys, Y., 15 Dec 2015, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC. Yao, Y., Hu, Q., Yu, H. & Grzymala-Busse, J. W. (eds.). Springer Nature, p. 185-195 11 p. (Lecture Notes in Artificial Intelligence; vol. 9437).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    9 Citations (Scopus)
  • 2014

    Feature Grouping-Based Fuzzy-Rough Feature Selection

    Jensen, R., MacParthalain, N. & Cornelis, C., 2014, 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). NEW YORK: IEEE Press, p. 1488-1495 8 p. (IEEE International Fuzzy Systems Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    12 Citations (Scopus)
  • Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles

    Diao, R., MacParthalain, N., Jensen, R. & Shen, Q., 01 Jan 2014, IEEE International Conference on Fuzzy Systems. IEEE Press, p. 1504-1511 8 p. 6891819

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    3 Citations (Scopus)
  • Nearest neighbour-based fuzzy-rough feature selection

    Jensen, R. & MacParthaláin, N. S., 01 Jan 2014, Rough Sets and Current Trends in Soft Computing: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Cornelis, C., Kryszkiewicz, M., Slezak, D., Menasalvas Ruiz, E., Bello, R. & Shang, L. (eds.). Springer Nature, Vol. 8536 LNAI. p. 35-46 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8536 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    5 Citations (Scopus)
  • 2013

    Dynamic feature selection with fuzzy-rough sets

    Diao, R., MacParthaláin, N. S. & Shen, Q., 2013, Proceedings of the 22nd International Conference on Fuzzy Systems. IEEE Press, p. 1-7 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    11 Citations (Scopus)
  • Fuzzy-entropy based image congealing

    Parthaláin, N. M. & Strange, H., 08 Oct 2013, FUZZ-IEEE 2013 - 2013 IEEE International Conference on Fuzzy Systems. 6622302. (IEEE International Conference on Fuzzy Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    3 Citations (Scopus)
  • Simultaneous feature and instance selection using fuzzy-rough bireducts

    MacParthaláin, N. S. & Jensen, R., 07 Jul 2013, Proceedings of the 22nd IEEE International Conference on Fuzzy Systems. IEEE Press

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    Open Access
    File
    21 Citations (Scopus)
    206 Downloads (Pure)
  • 2011

    Fuzzy-Rough Set based Semi-Supervised Learning

    MacParthalain, N. & Jensen, R., 06 Jul 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ). p. 2465-2472 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    File
    16 Citations (Scopus)
    208 Downloads (Pure)
  • Kernel-Based Fuzzy-Rough Nearest Neighbour Classification

    Qu, Y., Shang, C., Shen, Q., MacParthaláin, N. S. & Wu, W., 06 Sept 2011, Proceedings of the 20th IEEE International Conference on Fuzzy Systems. IEEE Press, p. 1523-1529 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    File
    20 Citations (Scopus)
    237 Downloads (Pure)
  • 2010

    Extreme learning machine for mammographic rik analysis

    Qu, Y., Shen, Q., Mac Parthaláin, N. & Wu, W., 09 Nov 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010. 5625590. (2010 UK Workshop on Computational Intelligence, UKCI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    7 Citations (Scopus)
  • Extreme Learning Machine for Mammographic Risk Analysis

    Wu, W., Shen, Q., Qu, Y. & MacParthaláin, N. S., Sept 2010, Proceedings of the 2010 UK Workshop on Computational Intelligence. IEEE Press

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    File
    29 Downloads (Pure)
  • Machine learning techniques and mammographic risk assessment

    Mac Parthaláin, N. & Zwiggelaar, R., 21 Jul 2010, Digital Mammography - 10th International Workshop, IWDM 2010, Proceedings. Martí, J., Oliver, A., Freixenet, J. & Martí, R. (eds.). p. 664-672 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6136 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    Open Access
    5 Citations (Scopus)
  • 2009

    Measures for Unsupervised Fuzzy-Rough Feature Selection

    MacParthaláin, N. S. & Jensen, R., 30 Nov 2009, 9th International Conference on Intelligent Systems Design and Applications (ISDA'09) Event: Conference. 4 ed. IEEE Press, Vol. 7. p. 249-259 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    File
    11 Citations (Scopus)
    220 Downloads (Pure)
  • 2008

    Rough and Fuzzy-rough methods for mammographic data analysis

    Shen, Q., MacParthaláin, N. S. & Jensen, R., 10 Sept 2008, Proceedings of the 8th Annual UK Workshop on Computational Intelligence.

    Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

    File
    30 Downloads (Pure)
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