Richard Jensen

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Richard Jensen

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

 https://orcid.org/0000-0002-1016-1524

  • 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

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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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

    5 Citations (SciVal)
  • 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 proceeding › Conference 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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

  • 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 proceeding › Conference Proceeding (Non-Journal item)

    Open Access
    File
    106 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 proceeding › Conference Proceeding (Non-Journal item)

    Open Access
    File
    164 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 proceeding › Conference Proceeding (Non-Journal item)

    Open Access
    File
    110 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    186 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    148 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    194 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    170 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    171 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    197 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    17 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 proceeding › Conference Proceeding (Non-Journal item)

    File
    20 Downloads (Pure)
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