Richard Jensen

72 papers B 21C 1Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Feature selection for high-dimensional imbalanced class datasets using Harmony Search and Kullback-Leibler divergence.
Data Min. Knowl. Discov.
Alireza Moayedikia, Richard Jensen, Sara Fin
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part I
IJCRS (1)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part II
IJCRS (2)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part III
IJCRS (3)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
2022 — ed.
Advances in Computational Intelligence Systems - Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UK
UKCI
Thomas Jansen, Richard Jensen, Neil Mac Parthaláin, Chih-Min Lin
2022 — conf
Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets.
UKCI
Richard Jensen, Neil Mac Parthaláin, Mehran Amiri, Jörg Cassens
2020 J jnl
Fuzzy-Rough Set Bireducts for Data Reduction.
IEEE Trans. Fuzzy Syst.
Neil Mac Parthaláin, Richard Jensen, Ren Diao
2019 B conf
Effective instance selection using the fuzzy-rough lower approximation.
FUZZ-IEEE
Richard Jensen, Mehran Amiri, Neil Mac Parthaláin
2017 J jnl
Feature selection for high dimensional imbalanced class data using harmony search.
Eng. Appl. Artif. Intell.
Alireza Moayedikia, Kok-Leong Ong, Yee Ling Boo, William G. S. Yeoh, Richard Jensen
2016 B conf
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier.
FUZZ-IEEE
Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
2016 J jnl
Missing data imputation using fuzzy-rough methods.
Neurocomputing
Mehran Amiri, Richard Jensen
2015 B conf
Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms.
FUZZ-IEEE
Richard Jensen, Neil Mac Parthaláin
2015 B conf
Fuzzy-rough feature selection using flock of starlings optimisation.
FUZZ-IEEE
Neil Mac Parthaláin, Richard Jensen
2015 — conf
Semi-Supervised Fuzzy-Rough Feature Selection.
RSFDGrC
Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
2015 J jnl
Towards scalable fuzzy-rough feature selection.
Inf. Sci.
Richard Jensen, Neil Mac Parthaláin
2015 J jnl
Weighted bee colony algorithm for discrete optimization problems with application to feature selection.
Eng. Appl. Artif. Intell.
Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati
2014 J jnl
Enriched ant colony optimization and its application in feature selection.
Neurocomputing
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
2014 B conf
Feature grouping-based fuzzy-rough feature selection.
FUZZ-IEEE
Richard Jensen, Neil Mac Parthaláin, Chris Cornelis
2014 J jnl
Finding rough and fuzzy-rough set reducts with SAT.
Inf. Sci.
Richard Jensen, Andrew Tuson, Qiang Shen
2014 B conf
Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles.
FUZZ-IEEE
Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen
2014 — conf
Nearest Neighbour-Based Fuzzy-Rough Feature Selection.
RSCTC
Richard Jensen, Neil Mac Parthaláin
2013 B conf
Quality, frequency and similarity based fuzzy nearest neighbor classification.
FUZZ-IEEE
Nele Verbiest, Chris Cornelis, Richard Jensen
2013 B conf
Simultaneous feature and instance selection using fuzzy-rough bireducts.
FUZZ-IEEE
Neil Mac Parthaláin, Richard Jensen
2013 J jnl
Unsupervised fuzzy-rough set-based dimensionality reduction.
Inf. Sci.
Neil Mac Parthaláin, Richard Jensen
2012 B conf
Fuzzy rough positive region based nearest neighbour classification.
FUZZ-IEEE
Nele Verbiest, Chris Cornelis, Richard Jensen
2011 — conf
Fuzzy-Rough Data Mining.
RSFDGrC
Richard Jensen
2011 J jnl
Fuzzy-Rough Nearest Neighbour Classification.
Trans. Rough Sets
Richard Jensen, Chris Cornelis
2011 J jnl
Fuzzy-rough nearest neighbour classification and prediction.
Theor. Comput. Sci.
Richard Jensen, Chris Cornelis
2011 B conf
Fuzzy-rough set based semi-supervised learning.
FUZZ-IEEE
Neil Mac Parthaláin, Richard Jensen
2010 J jnl
A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction.
IEEE Trans. Knowl. Data Eng.
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
2010 J jnl
Attribute selection with fuzzy decision reducts.
Inf. Sci.
Chris Cornelis, Richard Jensen, Germán Hurtado Martín, Dominik Slezak
2010 B conf
Extending propositional satisfiability to determine minimal fuzzy-rough reducts.
FUZZ-IEEE
Richard Jensen, Andrew Tuson, Qiang Shen
2010 J jnl
Fuzzy-rough approaches for mammographic risk analysis.
Intell. Data Anal.
Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar
2010 B conf
Fuzzy-rough instance selection.
FUZZ-IEEE
Richard Jensen, Chris Cornelis
2010 J jnl
Measures for unsupervised fuzzy-rough feature selection.
Int. J. Hybrid Intell. Syst.
Neil Mac Parthaláin, Richard Jensen
2010 — conf
Ordered Weighted Average Based Fuzzy Rough Sets.
RSKT
Chris Cornelis, Nele Verbiest, Richard Jensen
2010 — ed.
Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings
RSCTC
Marcin S. Szczuka, Marzena Kryszkiewicz, Sheela Ramanna, Richard Jensen, Qinghua Hu
2009 J jnl
Are More Features Better? A Response to Attributes Reduction Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Richard Jensen, Qiang Shen
2009 — ch.
Data Reduction with Rough Sets.
Encyclopedia of Data Warehousing and Mining
Richard Jensen
2009 J jnl
Feature Selection and Linear/Nonlinear Regression Methods for the Accurate Prediction of Glycogen Synthase Kinase-3β Inhibitory Activities.
J. Chem. Inf. Model.
Mohammad Goodarzi, Matheus P. Freitas, Richard Jensen
2009 J jnl
Feature selection for aiding glass forensic evidence analysis.
Intell. Data Anal.
Richard Jensen, Qiang Shen
2009 B conf
Hybrid fuzzy-rough rule induction and feature selection.
FUZZ-IEEE
Richard Jensen, Chris Cornelis, Qiang Shen
2009 B conf
Interval-valued fuzzy-rough feature selection in datasets with missing values.
FUZZ-IEEE
Richard Jensen, Qiang Shen
2009 C conf
Measures for Unsupervised Fuzzy-Rough Feature Selection.
ISDA
Neil Mac Parthaláin, Richard Jensen
2009 J jnl
New Approaches to Fuzzy-Rough Feature Selection.
IEEE Trans. Fuzzy Syst.
Richard Jensen, Qiang Shen
2008 — conf
A New Approach to Fuzzy-Rough Nearest Neighbour Classification.
RSCTC
Richard Jensen, Chris Cornelis
2008 B conf
A noise-tolerant approach to fuzzy-rough feature selection.
FUZZ-IEEE
Chris Cornelis, Richard Jensen
2008 J jnl
Approximation-based feature selection and application for algae population estimation.
Appl. Intell.
Qiang Shen, Richard Jensen
2008 — book
Computational Intelligence and Feature Selection - Rough and Fuzzy Approaches.
Richard Jensen, Qiang Shen
2008 — conf
Feature Selection with Fuzzy Decision Reducts.
RSKT
Chris Cornelis, Germán Hurtado Martín, Richard Jensen, Dominik Slezak
2008 B conf
Finding fuzzy-rough reducts with fuzzy entropy.
FUZZ-IEEE
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
2007 B conf
Distance Measure Assisted Rough Set Feature Selection.
FUZZ-IEEE
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
2007 J jnl
Feature selection based on rough sets and particle swarm optimization.
Pattern Recognit. Lett.
Xiangyang Wang, Jie Yang, Xiaolong Teng, Weijun Xia, Richard Jensen
2007 J jnl
Fuzzy-Rough Sets Assisted Attribute Selection.
IEEE Trans. Fuzzy Syst.
Richard Jensen, Qiang Shen
2007 J jnl
Rough sets, their extensions and applications.
Int. J. Autom. Comput.
Qiang Shen, Richard Jensen
2007 B conf
Survey of Rough and Fuzzy Hybridization.
FUZZ-IEEE
Pawan Lingras, Richard Jensen
2007 J jnl
The evaluation of evidence for exponentially distributed data.
Comput. Stat. Data Anal.
C. G. G. Aitken, Qiang Shen, Richard Jensen, Barry P. Hayes
2007 B conf
Tolerance-based and Fuzzy-Rough Feature Selection.
FUZZ-IEEE
Richard Jensen, Qiang Shen
2006 B conf
Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection.
FUZZ-IEEE
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
2006 — ch.
Performing Feature Selection with ACO.
Swarm Intelligence in Data Mining
Richard Jensen
2006 J jnl
Rough set feature selection and rule induction for prediction of malignancy degree in brain glioma.
Comput. Methods Programs Biomed.
Xiangyang Wang, Jie Yang, Richard Jensen, Xiaojun Liu
2006 — conf
Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection.
RSCTC
Richard Jensen, Qiang Shen
2005 — —
Combining rough and fuzzy sets for feature selection.
Richard Jensen
2005 — conf
Finding Rough Set Reducts with SAT.
RSFDGrC (1)
Richard Jensen, Qiang Shen, Andrew Tuson
2005 J jnl
Fuzzy-rough data reduction with ant colony optimization.
Fuzzy Sets Syst.
Richard Jensen, Qiang Shen
2004 J jnl
Fuzzy-rough attribute reduction with application to web categorization.
Fuzzy Sets Syst.
Richard Jensen, Qiang Shen
2004 J jnl
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring.
Pattern Recognit.
Qiang Shen, Richard Jensen
2004 J jnl
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches.
IEEE Trans. Knowl. Data Eng.
Richard Jensen, Qiang Shen
2003 — conf
Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection.
RSFDGrC
Richard Jensen, Qiang Shen
2002 B conf
Fuzzy-rough sets for descriptive dimensionality reduction.
FUZZ-IEEE
Richard Jensen, Qiang Shen
2001 — conf
A Rough Set-Aided System for Sorting WWW Bookmarks.
Web Intelligence
Richard Jensen, Qiang Shen
1993 — conf
Persistence Software: Bridging Object-Oriented Programming and Relational Databases.
SIGMOD Conference
Arthur M. Keller, Richard Jensen, Shailesh Agrawal