Supervised hybrid feature selection based on PSO and rough sets for medical diagnosis HH Inbarani, AT Azar, G Jothi Computer methods and programs in biomedicine 113 (1), 175-185, 2014 | 383 | 2014 |
A novel hybrid feature selection method based on rough set and improved harmony search HH Inbarani, M Bagyamathi, AT Azar Neural Computing and Applications, 1-22, 2015 | 179 | 2015 |
PSO-based feature selection and neighborhood rough set-based classification for BCI multiclass motor imagery task S Udhaya Kumar, H Hannah Inbarani Neural Computing and Applications 28, 3239-3258, 2017 | 116 | 2017 |
Rough set theory with Jaya optimization for acute lymphoblastic leukemia classification G Jothi, HH Inbarani, AT Azar, KR Devi Neural Computing and Applications 31, 5175-5194, 2019 | 99 | 2019 |
Hybrid tolerance rough set: PSO based supervised feature selection for digital mammogram images G Jothi, HH Inbarani, AT Azar International Journal of Fuzzy System Applications (IJFSA) 3 (4), 15-30, 2013 | 87 | 2013 |
Feature selection using swarm-based relative reduct technique for fetal heart rate HH Inbarani, PKN Banu, AT Azar Neural Computing and Applications, 1-14, 2014 | 86* | 2014 |
Neighborhood rough set based ECG signal classification for diagnosis of cardiac diseases SU Kumar, HH Inbarani Soft Computing 21, 4721-4733, 2017 | 67 | 2017 |
Leukemia image segmentation using a hybrid histogram-based soft covering rough k-means clustering algorithm H Inbarani H, AT Azar Electronics 9 (1), 188, 2020 | 64 | 2020 |
A novel neighborhood rough set based classification approach for medical diagnosis HH Inbarani Procedia Computer Science 47, 351-359, 2015 | 64 | 2015 |
Fuzzy firefly clustering for tumour and cancer analysis PKN Banu, AT Azar, HH Inbarani International Journal of Modelling, Identification and Control 27 (2), 92-103, 2017 | 62 | 2017 |
Optimistic multi-granulation rough set based classification for medical diagnosis SS Kumar, HH Inbarani Procedia Computer Science 47, 374-382, 2015 | 59 | 2015 |
Improved dominance rough set-based classification system AT Azar, HH Inbarani, KR Devi Neural Computing and Applications, 1-16, 2016 | 51 | 2016 |
Psorr-an unsupervised feature selection technique for fetal heart rate AT Azar, PKN Banu, HH Inbarani 2013 5th International Conference on Modelling, Identification and Control …, 2013 | 48 | 2013 |
Rough set-based meta-heuristic clustering approach for social e-learning systems SS Kumar, HH Inbarani, AT Azar, AA Hassanien International Journal of Intelligent Engineering Informatics 3 (1), 23-41, 2015 | 44 | 2015 |
Bijective soft set based classification of medical data SU Kumar, HH Inbarani, SS Kumar 2013 International Conference on Pattern Recognition, Informatics and Mobile …, 2013 | 41 | 2013 |
Rough set based feature selection for web usage mining HH Inbarani, K Thangavel, A Pethalakshmi International Conference on Computational Intelligence and Multimedia …, 2007 | 40 | 2007 |
Performance analysis of unsupervised feature selection methods AN Parveen, HH Inbarani, ENS Kumar 2012 International Conference on Computing, Communication and Applications, 1-7, 2012 | 37 | 2012 |
Hybrid rough-bijective soft set classification system. HH Inbarani, SU Kumar, AT Azar, AE Hassanien Neural Computing & Applications 29 (8), 2018 | 35 | 2018 |
Covering-based rough set classification system SS Kumar, HH Inbarani, AT Azar, K Polat Neural Computing and Applications, 1-10, 2016 | 32* | 2016 |
Hybrid TRS-FA Clustering Approach for Web2.0 Social Tagging System S Hannah Inbarani International Journal of Rough Sets and Data Analysis (IJRSDA) 2 (1), 70-87, 2015 | 32* | 2015 |