Richard Jensen

ORCID

Publication Activity (10 Years)

Years Active: 1993-2020
Publications (10 Years): 10

Top Venues

FUZZ-IEEE

Inf. Sci.

Eng. Appl. Artif. Intell.

Neurocomputing

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Neil Mac Parthaláin, Richard Jensen, Ren Diao
Fuzzy-Rough Set Bireducts for Data Reduction. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Richard Jensen, Mehran Amiri, Neil Mac Parthaláin
Effective instance selection using the fuzzy-rough lower approximation. FUZZ-IEEE (2019)
Alireza Moayedikia, Kok-Leong Ong, Yee Ling Boo, William G. S. Yeoh, Richard Jensen
Feature selection for high dimensional imbalanced class data using harmony search. Eng. Appl. Artif. Intell. 57 (2017)
Mehran Amiri, Richard Jensen
Missing data imputation using fuzzy-rough methods. Neurocomputing 205 (2016)
Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE (2016)
Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati
Weighted bee colony algorithm for discrete optimization problems with application to feature selection. Eng. Appl. Artif. Intell. 44 (2015)
Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Semi-Supervised Fuzzy-Rough Feature Selection. RSFDGrC (2015)
Richard Jensen, Neil Mac Parthaláin
Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms. FUZZ-IEEE (2015)
Richard Jensen, Neil Mac Parthaláin
Towards scalable fuzzy-rough feature selection. Inf. Sci. 323 (2015)
Neil Mac Parthaláin, Richard Jensen
Fuzzy-rough feature selection using flock of starlings optimisation. FUZZ-IEEE (2015)
Richard Jensen, Andrew Tuson, Qiang Shen
Finding rough and fuzzy-rough set reducts with SAT. Inf. Sci. 255 (2014)
Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles. FUZZ-IEEE (2014)
Richard Jensen, Neil Mac Parthaláin
Nearest Neighbour-Based Fuzzy-Rough Feature Selection. RSCTC (2014)
Richard Jensen, Neil Mac Parthaláin, Chris Cornelis
Feature grouping-based fuzzy-rough feature selection. FUZZ-IEEE (2014)
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
Enriched ant colony optimization and its application in feature selection. Neurocomputing 142 (2014)
Nele Verbiest, Chris Cornelis, Richard Jensen
Quality, frequency and similarity based fuzzy nearest neighbor classification. FUZZ-IEEE (2013)
Neil Mac Parthaláin, Richard Jensen
Unsupervised fuzzy-rough set-based dimensionality reduction. Inf. Sci. 229 (2013)
Neil Mac Parthaláin, Richard Jensen
Simultaneous feature and instance selection using fuzzy-rough bireducts. FUZZ-IEEE (2013)
Nele Verbiest, Chris Cornelis, Richard Jensen
Fuzzy rough positive region based nearest neighbour classification. FUZZ-IEEE (2012)
Neil Mac Parthaláin, Richard Jensen
Fuzzy-rough set based semi-supervised learning. FUZZ-IEEE (2011)
Richard Jensen, Chris Cornelis
Fuzzy-rough nearest neighbour classification and prediction. Theor. Comput. Sci. 412 (42) (2011)
Richard Jensen, Chris Cornelis
Fuzzy-Rough Nearest Neighbour Classification. Trans. Rough Sets 13 (2011)
Richard Jensen
Fuzzy-Rough Data Mining. RSFDGrC (2011)
Chris Cornelis, Richard Jensen, Germán Hurtado Martín, Dominik Slezak
Attribute selection with fuzzy decision reducts. Inf. Sci. 180 (2) (2010)
Chris Cornelis, Nele Verbiest, Richard Jensen
Ordered Weighted Average Based Fuzzy Rough Sets. RSKT (2010)
Neil Mac Parthaláin, Richard Jensen
Measures for unsupervised fuzzy-rough feature selection. Int. J. Hybrid Intell. Syst. 7 (4) (2010)
Richard Jensen, Chris Cornelis
Fuzzy-rough instance selection. FUZZ-IEEE (2010)
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction. IEEE Trans. Knowl. Data Eng. 22 (3) (2010)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar
Fuzzy-rough approaches for mammographic risk analysis. Intell. Data Anal. 14 (2) (2010)
Richard Jensen, Andrew Tuson, Qiang Shen
Extending propositional satisfiability to determine minimal fuzzy-rough reducts. FUZZ-IEEE (2010)
Richard Jensen, Qiang Shen
New Approaches to Fuzzy-Rough Feature Selection. IEEE Trans. Fuzzy Syst. 17 (4) (2009)
Richard Jensen, Qiang Shen
Interval-valued fuzzy-rough feature selection in datasets with missing values. FUZZ-IEEE (2009)
Mohammad Goodarzi, Matheus P. Freitas, Richard Jensen
Feature Selection and Linear/Nonlinear Regression Methods for the Accurate Prediction of Glycogen Synthase Kinase-3β Inhibitory Activities. J. Chem. Inf. Model. 49 (4) (2009)
Neil Mac Parthaláin, Richard Jensen
Measures for Unsupervised Fuzzy-Rough Feature Selection. ISDA (2009)
Richard Jensen, Qiang Shen
Feature selection for aiding glass forensic evidence analysis. Intell. Data Anal. 13 (5) (2009)
Richard Jensen, Qiang Shen
Are More Features Better? A Response to Attributes Reduction Using Fuzzy Rough Sets. IEEE Trans. Fuzzy Syst. 17 (6) (2009)
Richard Jensen, Chris Cornelis, Qiang Shen
Hybrid fuzzy-rough rule induction and feature selection. FUZZ-IEEE (2009)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Finding fuzzy-rough reducts with fuzzy entropy. FUZZ-IEEE (2008)
Chris Cornelis, Germán Hurtado Martín, Richard Jensen, Dominik Slezak
Feature Selection with Fuzzy Decision Reducts. RSKT (2008)
Richard Jensen, Chris Cornelis
A New Approach to Fuzzy-Rough Nearest Neighbour Classification. RSCTC (2008)
Chris Cornelis, Richard Jensen
A noise-tolerant approach to fuzzy-rough feature selection. FUZZ-IEEE (2008)
Qiang Shen, Richard Jensen
Approximation-based feature selection and application for algae population estimation. Appl. Intell. 28 (2) (2008)
Richard Jensen, Qiang Shen
Tolerance-based and Fuzzy-Rough Feature Selection. FUZZ-IEEE (2007)
C. G. G. Aitken, Qiang Shen, Richard Jensen, B. Hayes
The evaluation of evidence for exponentially distributed data. Comput. Stat. Data Anal. 51 (12) (2007)
Pawan Lingras, Richard Jensen
Survey of Rough and Fuzzy Hybridization. FUZZ-IEEE (2007)
Richard Jensen, Qiang Shen
Fuzzy-Rough Sets Assisted Attribute Selection. IEEE Trans. Fuzzy Syst. 15 (1) (2007)
Xiangyang Wang, Jie Yang, Xiaolong Teng, Weijun Xia, Richard Jensen
Feature selection based on rough sets and particle swarm optimization. Pattern Recognit. Lett. 28 (4) (2007)
Qiang Shen, Richard Jensen
Rough sets, their extensions and applications. Int. J. Autom. Comput. 4 (3) (2007)
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
Distance Measure Assisted Rough Set Feature Selection. FUZZ-IEEE (2007)
Richard Jensen, Qiang Shen
Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection. RSCTC (2006)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. FUZZ-IEEE (2006)
Xiangyang Wang, Jie Yang, Richard Jensen, Xiaojun Liu
Rough set feature selection and rule induction for prediction of malignancy degree in brain glioma. Comput. Methods Programs Biomed. 83 (2) (2006)
Richard Jensen, Qiang Shen, Andrew Tuson
Finding Rough Set Reducts with SAT. RSFDGrC (1) (2005)
Richard Jensen, Qiang Shen
Fuzzy-rough data reduction with ant colony optimization. Fuzzy Sets Syst. 149 (1) (2005)
Richard Jensen, Qiang Shen
Fuzzy-rough attribute reduction with application to web categorization. Fuzzy Sets Syst. 141 (3) (2004)
Qiang Shen, Richard Jensen
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring. Pattern Recognit. 37 (7) (2004)
Richard Jensen, Qiang Shen
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches. IEEE Trans. Knowl. Data Eng. 16 (12) (2004)
Richard Jensen, Qiang Shen
Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection. RSFDGrC (2003)
Richard Jensen, Qiang Shen
Fuzzy-rough sets for descriptive dimensionality reduction. FUZZ-IEEE (2002)
Richard Jensen, Qiang Shen
A Rough Set-Aided System for Sorting WWW Bookmarks. Web Intelligence (2001)
Arthur M. Keller, Richard Jensen, Shailesh Agrawal
Persistence Software: Bridging Object-Oriented Programming and Relational Databases. SIGMOD Conference (1993)

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Publication Activity (10 Years)

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Richard Jensen