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2020 – today
- 2022
[c34]Richard Jensen, Neil Mac Parthaláin, Mehran Amiri, Jörg Cassens:
Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets. UKCI 2022: 37-48- [e2]Thomas Jansen, Richard Jensen, Neil Mac Parthaláin, Chih-Min Lin:
Advances in Computational Intelligence Systems - Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UK. Advances in Intelligent Systems and Computing 1409, Springer 2022, ISBN 978-3-030-87093-5 [contents] - 2020
- [j28]Neil Mac Parthaláin
, Richard Jensen, Ren Diao:
Fuzzy-Rough Set Bireducts for Data Reduction. IEEE Trans. Fuzzy Syst. 28(8): 1840-1850 (2020)
2010 – 2019
- 2019
- [c33]Richard Jensen, Mehran Amiri, Neil Mac Parthaláin:
Effective instance selection using the fuzzy-rough lower approximation. FUZZ-IEEE 2019: 1-6 - 2017
- [j27]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: 38-49 (2017) - 2016
- [j26]Mehran Amiri, Richard Jensen:
Missing data imputation using fuzzy-rough methods. Neurocomputing 205: 152-164 (2016) - [c32]Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin:
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE 2016: 1934-1941 - 2015
- [j25]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: 153-167 (2015) - [j24]Richard Jensen, Neil Mac Parthaláin:
Towards scalable fuzzy-rough feature selection. Inf. Sci. 323: 1-15 (2015) - [c31]Richard Jensen, Neil Mac Parthaláin:
Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms. FUZZ-IEEE 2015: 1-8 - [c30]Neil Mac Parthaláin, Richard Jensen:
Fuzzy-rough feature selection using flock of starlings optimisation. FUZZ-IEEE 2015: 1-8 - [c29]Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys:
Semi-Supervised Fuzzy-Rough Feature Selection. RSFDGrC 2015: 185-195 - 2014
- [j23]Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi:
Enriched ant colony optimization and its application in feature selection. Neurocomputing 142: 354-371 (2014) - [j22]Richard Jensen, Andrew Tuson, Qiang Shen:
Finding rough and fuzzy-rough set reducts with SAT. Inf. Sci. 255: 100-120 (2014) - [c28]Richard Jensen, Neil Mac Parthaláin, Chris Cornelis:
Feature grouping-based fuzzy-rough feature selection. FUZZ-IEEE 2014: 1488-1495 - [c27]Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles. FUZZ-IEEE 2014: 1504-1511 - [c26]Richard Jensen, Neil Mac Parthaláin:
Nearest Neighbour-Based Fuzzy-Rough Feature Selection. RSCTC 2014: 35-46 - 2013
- [j21]Neil Mac Parthaláin, Richard Jensen:
Unsupervised fuzzy-rough set-based dimensionality reduction. Inf. Sci. 229: 106-121 (2013) - [c25]Neil Mac Parthaláin, Richard Jensen:
Simultaneous feature and instance selection using fuzzy-rough bireducts. FUZZ-IEEE 2013: 1-8 - [c24]Nele Verbiest, Chris Cornelis, Richard Jensen:
Quality, frequency and similarity based fuzzy nearest neighbor classification. FUZZ-IEEE 2013: 1-8 - 2012
- [c23]Nele Verbiest, Chris Cornelis, Richard Jensen:
Fuzzy rough positive region based nearest neighbour classification. FUZZ-IEEE 2012: 1-7 - 2011
- [j20]Richard Jensen, Chris Cornelis:
Fuzzy-rough nearest neighbour classification and prediction. Theor. Comput. Sci. 412(42): 5871-5884 (2011) - [j19]Richard Jensen, Chris Cornelis:
Fuzzy-Rough Nearest Neighbour Classification. Trans. Rough Sets 13: 56-72 (2011) - [c22]Neil Mac Parthaláin, Richard Jensen:
Fuzzy-rough set based semi-supervised learning. FUZZ-IEEE 2011: 2465-2472 - [c21]Richard Jensen:
Fuzzy-Rough Data Mining. RSFDGrC 2011: 31-35 - 2010
- [j18]Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar:
Fuzzy-rough approaches for mammographic risk analysis. Intell. Data Anal. 14(2): 225-244 (2010) - [j17]Neil Mac Parthaláin, Richard Jensen:
Measures for unsupervised fuzzy-rough feature selection. Int. J. Hybrid Intell. Syst. 7(4): 249-259 (2010) - [j16]Chris Cornelis, Richard Jensen, Germán Hurtado Martín, Dominik Slezak:
Attribute selection with fuzzy decision reducts. Inf. Sci. 180(2): 209-224 (2010) - [j15]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): 305-317 (2010) - [c20]Richard Jensen, Chris Cornelis:
Fuzzy-rough instance selection. FUZZ-IEEE 2010: 1-7 - [c19]Richard Jensen, Andrew Tuson, Qiang Shen:
Extending propositional satisfiability to determine minimal fuzzy-rough reducts. FUZZ-IEEE 2010: 1-8 - [c18]Chris Cornelis, Nele Verbiest, Richard Jensen:
Ordered Weighted Average Based Fuzzy Rough Sets. RSKT 2010: 78-85 - [e1]Marcin S. Szczuka, Marzena Kryszkiewicz, Sheela Ramanna, Richard Jensen, Qinghua Hu:
Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings. Lecture Notes in Computer Science 6086, Springer 2010, ISBN 978-3-642-13528-6 [contents]
2000 – 2009
- 2009
- [j14]Richard Jensen, Qiang Shen:
Feature selection for aiding glass forensic evidence analysis. Intell. Data Anal. 13(5): 703-723 (2009) - [j13]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): 824-832 (2009) - [j12]Richard Jensen, Qiang Shen:
New Approaches to Fuzzy-Rough Feature Selection. IEEE Trans. Fuzzy Syst. 17(4): 824-838 (2009) - [j11]Richard Jensen, Qiang Shen:
Are More Features Better? A Response to Attributes Reduction Using Fuzzy Rough Sets. IEEE Trans. Fuzzy Syst. 17(6): 1456-1458 (2009) - [c17]Richard Jensen, Qiang Shen:
Interval-valued fuzzy-rough feature selection in datasets with missing values. FUZZ-IEEE 2009: 610-615 - [c16]Richard Jensen, Chris Cornelis, Qiang Shen:
Hybrid fuzzy-rough rule induction and feature selection. FUZZ-IEEE 2009: 1151-1156 - [c15]Neil Mac Parthaláin, Richard Jensen:
Measures for Unsupervised Fuzzy-Rough Feature Selection. ISDA 2009: 560-565 - [r1]Richard Jensen:
Data Reduction with Rough Sets. Encyclopedia of Data Warehousing and Mining 2009: 556-560 - 2008
- [b2]Richard Jensen, Qiang Shen:
Computational Intelligence and Feature Selection - Rough and Fuzzy Approaches. IEEE Press series on computational intelligence, IEEE 2008, ISBN 978-0-470-22975-0, pp. I-XV, 1-339 - [j10]Qiang Shen, Richard Jensen:
Approximation-based feature selection and application for algae population estimation. Appl. Intell. 28(2): 167-181 (2008) - [c14]Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Finding fuzzy-rough reducts with fuzzy entropy. FUZZ-IEEE 2008: 1282-1288 - [c13]Chris Cornelis, Richard Jensen:
A noise-tolerant approach to fuzzy-rough feature selection. FUZZ-IEEE 2008: 1598-1605 - [c12]Richard Jensen, Chris Cornelis:
A New Approach to Fuzzy-Rough Nearest Neighbour Classification. RSCTC 2008: 310-319 - [c11]Chris Cornelis, Germán Hurtado Martín, Richard Jensen, Dominik Slezak:
Feature Selection with Fuzzy Decision Reducts. RSKT 2008: 284-291 - 2007
- [j9]C. G. G. Aitken, Qiang Shen, Richard Jensen, B. Hayes:
The evaluation of evidence for exponentially distributed data. Comput. Stat. Data Anal. 51(12): 5682-5693 (2007) - [j8]Qiang Shen, Richard Jensen:
Rough sets, their extensions and applications. Int. J. Autom. Comput. 4(3): 217-228 (2007) - [j7]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): 459-471 (2007) - [j6]Richard Jensen, Qiang Shen:
Fuzzy-Rough Sets Assisted Attribute Selection. IEEE Trans. Fuzzy Syst. 15(1): 73-89 (2007) - [c10]Richard Jensen, Qiang Shen:
Tolerance-based and Fuzzy-Rough Feature Selection. FUZZ-IEEE 2007: 1-6 - [c9]Pawan Lingras, Richard Jensen:
Survey of Rough and Fuzzy Hybridization. FUZZ-IEEE 2007: 1-6 - [c8]Neil Mac Parthaláin, Qiang Shen, Richard Jensen:
Distance Measure Assisted Rough Set Feature Selection. FUZZ-IEEE 2007: 1-6 - 2006
- [j5]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): 147-156 (2006) - [c7]Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. FUZZ-IEEE 2006: 423-430 - [c6]Richard Jensen, Qiang Shen:
Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection. RSCTC 2006: 147-156 - [p1]Richard Jensen:
Performing Feature Selection with ACO. Swarm Intelligence in Data Mining 2006: 45-73 - 2005
- [b1]Richard Jensen:
Combining rough and fuzzy sets for feature selection. University of Edinburgh, UK, 2005 - [j4]Richard Jensen, Qiang Shen:
Fuzzy-rough data reduction with ant colony optimization. Fuzzy Sets Syst. 149(1): 5-20 (2005) - [c5]Richard Jensen, Qiang Shen, Andrew Tuson:
Finding Rough Set Reducts with SAT. RSFDGrC (1) 2005: 194-203 - 2004
- [j3]Richard Jensen, Qiang Shen:
Fuzzy-rough attribute reduction with application to web categorization. Fuzzy Sets Syst. 141(3): 469-485 (2004) - [j2]Qiang Shen, Richard Jensen:
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring. Pattern Recognit. 37(7): 1351-1363 (2004) - [j1]Richard Jensen, Qiang Shen:
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches. IEEE Trans. Knowl. Data Eng. 16(12): 1457-1471 (2004) - 2003
- [c4]Richard Jensen, Qiang Shen:
Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection. RSFDGrC 2003: 250-254 - 2002
- [c3]Richard Jensen, Qiang Shen:
Fuzzy-rough sets for descriptive dimensionality reduction. FUZZ-IEEE 2002: 29-34 - 2001
- [c2]Richard Jensen, Qiang Shen:
A Rough Set-Aided System for Sorting WWW Bookmarks. Web Intelligence 2001: 95-105
1990 – 1999
- 1993
- [c1]Arthur M. Keller, Richard Jensen, Shailesh Agrawal:
Persistence Software: Bridging Object-Oriented Programming and Relational Databases. SIGMOD Conference 1993: 523-528
Coauthor Index
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