Richard Jensen

According to our database1, Richard Jensen authored at least 62 papers between 1993 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Effective instance selection using the fuzzy-rough lower approximation.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2017
Feature selection for high dimensional imbalanced class data using harmony search.
Eng. Appl. of AI, 2017

2016
Missing data imputation using fuzzy-rough methods.
Neurocomputing, 2016

Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Towards scalable fuzzy-rough feature selection.
Inf. Sci., 2015

Weighted bee colony algorithm for discrete optimization problems with application to feature selection.
Eng. Appl. of AI, 2015

Semi-Supervised Fuzzy-Rough Feature Selection.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Fuzzy-rough feature selection using flock of starlings optimisation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Finding rough and fuzzy-rough set reducts with SAT.
Inf. Sci., 2014

Enriched ant colony optimization and its application in feature selection.
Neurocomputing, 2014

Nearest Neighbour-Based Fuzzy-Rough Feature Selection.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

Feature grouping-based fuzzy-rough feature selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Unsupervised fuzzy-rough set-based dimensionality reduction.
Inf. Sci., 2013

Quality, frequency and similarity based fuzzy nearest neighbor classification.
Proceedings of the FUZZ-IEEE 2013, 2013

Simultaneous feature and instance selection using fuzzy-rough bireducts.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Fuzzy rough positive region based nearest neighbour classification.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Fuzzy-Rough Nearest Neighbour Classification.
Trans. Rough Sets, 2011

Fuzzy-rough nearest neighbour classification and prediction.
Theor. Comput. Sci., 2011

Fuzzy-Rough Data Mining.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Fuzzy-rough set based semi-supervised learning.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction.
IEEE Trans. Knowl. Data Eng., 2010

Attribute selection with fuzzy decision reducts.
Inf. Sci., 2010

Measures for unsupervised fuzzy-rough feature selection.
Int. J. Hybrid Intell. Syst., 2010

Fuzzy-rough approaches for mammographic risk analysis.
Intell. Data Anal., 2010

Ordered Weighted Average Based Fuzzy Rough Sets.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Extending propositional satisfiability to determine minimal fuzzy-rough reducts.
Proceedings of the FUZZ-IEEE 2010, 2010

Fuzzy-rough instance selection.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Data Reduction with Rough Sets.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Are More Features Better? A Response to Attributes Reduction Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Systems, 2009

New Approaches to Fuzzy-Rough Feature Selection.
IEEE Trans. Fuzzy Systems, 2009

Feature Selection and Linear/Nonlinear Regression Methods for the Accurate Prediction of Glycogen Synthase Kinase-3β Inhibitory Activities.
Journal of Chemical Information and Modeling, 2009

Feature selection for aiding glass forensic evidence analysis.
Intell. Data Anal., 2009

Measures for Unsupervised Fuzzy-Rough Feature Selection.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Interval-valued fuzzy-rough feature selection in datasets with missing values.
Proceedings of the FUZZ-IEEE 2009, 2009

Hybrid fuzzy-rough rule induction and feature selection.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Approximation-based feature selection and application for algae population estimation.
Appl. Intell., 2008

Feature Selection with Fuzzy Decision Reducts.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A New Approach to Fuzzy-Rough Nearest Neighbour Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

Finding fuzzy-rough reducts with fuzzy entropy.
Proceedings of the FUZZ-IEEE 2008, 2008

A noise-tolerant approach to fuzzy-rough feature selection.
Proceedings of the FUZZ-IEEE 2008, 2008

Computational Intelligence and Feature Selection - Rough and Fuzzy Approaches.
IEEE Press series on computational intelligence, IEEE, ISBN: 978-0-470-22975-0, 2008

2007
Fuzzy-Rough Sets Assisted Attribute Selection.
IEEE Trans. Fuzzy Systems, 2007

Feature selection based on rough sets and particle swarm optimization.
Pattern Recognition Letters, 2007

The evaluation of evidence for exponentially distributed data.
Computational Statistics & Data Analysis, 2007

Distance Measure Assisted Rough Set Feature Selection.
Proceedings of the FUZZ-IEEE 2007, 2007

Survey of Rough and Fuzzy Hybridization.
Proceedings of the FUZZ-IEEE 2007, 2007

Tolerance-based and Fuzzy-Rough Feature Selection.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Performing Feature Selection with ACO.
Proceedings of the Swarm Intelligence in Data Mining, 2006

Rough set feature selection and rule induction for prediction of malignancy degree in brain glioma.
Computer Methods and Programs in Biomedicine, 2006

Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Combining rough and fuzzy sets for feature selection.
PhD thesis, 2005

Fuzzy-rough data reduction with ant colony optimization.
Fuzzy Sets and Systems, 2005

Finding Rough Set Reducts with SAT.
Proceedings of the Rough Sets, 2005

2004
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches.
IEEE Trans. Knowl. Data Eng., 2004

Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring.
Pattern Recognition, 2004

Fuzzy-rough attribute reduction with application to web categorization.
Fuzzy Sets and Systems, 2004

2003
Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection.
Proceedings of the Rough Sets, 2003

2001
A Rough Set-Aided System for Sorting WWW Bookmarks.
Proceedings of the Web Intelligence: Research and Development, 2001

1993
Persistence Software: Bridging Object-Oriented Programming and Relational Databases.
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993


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