Richard Jensen

Richard Jensen

Dr, BSc (Lancaster), MSc (Edinburgh), PhD (Edinburgh)

  • Aberystwyth University
    Llandinam Building
    Penglais
    Aberystwyth

    United Kingdom of Great Britain and Northern Ireland

Calculated based on number of publications stored in Pure and citations from Scopus
20042020

Research activity per year

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  • 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)

    1 Citation (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)
  • 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, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & 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, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & 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 (SciVal)
  • 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 (SciVal)
  • 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)

    9 Citations (SciVal)
  • 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 (SciVal)
  • 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 (SciVal)
  • 2013

    Quality, Frequency and Similarity Based Fuzzy Nearest Neighbor Classification

    Verbiest, N., Cornelis, C. & Jensen, R., 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE Press, p. 1-8

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

    Open Access
    File
    4 Citations (Scopus)
    128 Downloads (Pure)
  • 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
    20 Citations (SciVal)
    185 Downloads (Pure)
  • 2012

    Fuzzy Rough Positive Region based Nearest Neighbour Classification

    Verbiest, N., Cornelis, C. & Jensen, R., 2012, 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). NEW YORK: IEEE Press, p. 1961-1967 7 p.

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

    Open Access
    File
    19 Citations (SciVal)
    127 Downloads (Pure)
  • 2011

    A New Approach to Fuzzy-Rough Nearest Neighbour Classification

    Jensen, R. & Cornelis, C., 2011, Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing. p. 310-319 10 p.

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

    File
    258 Downloads (Pure)
  • 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 (SciVal)
    202 Downloads (Pure)
  • 2009

    Interval-valued Fuzzy-Rough Feature Selection in Datasets with Missing Values

    Jensen, R. & Shen, Q., 2009, Proceedings of the 18th International Conference on Fuzzy Systems. p. 610-615 6 p.

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

    File
    16 Citations (SciVal)
    228 Downloads (Pure)
  • 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
    12 Citations (Scopus)
    204 Downloads (Pure)
  • 2008

    A Noise-tolerant Approach to Fuzzy-Rough Feature Selection

    Jensen, R. & Cornelis, C., 2008, 17th International Conference on Fuzzy Systems (FUZZ-IEEE'08).

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

    File
    30 Citations (SciVal)
    206 Downloads (Pure)
  • Feature Selection with Fuzzy Decision Reducts

    Cornelis, C., Hurtado Martín, G., Jensen, R. & Ślȩzak, D., 2008, Rough Sets and Knowledge Technology. Wang, G., Li, T., Grzymala-Busse, J. W., Miao, D., Skowron, A. & Yao, Y. (eds.). Springer Nature, Vol. 5009. p. 284-291 8 p. (Lecture Notes in Computer Science).

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

    File
    33 Citations (SciVal)
    226 Downloads (Pure)
  • Interval-valued Fuzzy-Rough Feature Selection and Application for Handling Missing Values in Datasets

    Shen, Q. & Jensen, R., 2008, 8th Annual UK Workshop on Computational Intelligence (UKCI'08). p. 59-64 6 p.

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

    File
    34 Downloads (Pure)
  • 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
    27 Downloads (Pure)
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