Prof. Dinesh Kumar
Electronics and Communication Engineering Department
Phone:+91 9896065440
Email: dineshkumar@dtu.ac.in
Qualifications
B.Tech. (Hon.), NIT Kurukshetra, M.Tech. (Gold Medal), NIT Kurukshetra, PhD, GGS Indraprastha University, Delhi
Areas of Interest
Image Processing, Soft Computing, Clustering, Medical Imaging, Vision Captioning and Biometrics
Guru Jambeshwar University of Science and Technology,Rajani Guru Jambeshwar University of Science and Technology,Preeti National Institute of Technology, Kurukshetra,Vijay Kumar [1] Convolutional neural network for Covid-19 detection from X-ray images Jain A.;Ratnoo S.;Kumar D. Conference Paper Proceedings - 2021 4th International Conference on Computational Intelligence and Communication Technologies, CCICT 2021, Volume , Year 2021, Pages 100-104 [2] Performance evaluation of modified color image steganography using discrete wavelet transform Kumar V.;Kumar D. Article Journal of Intelligent Systems, Volume 28, Year 2021, Pages 749-758 [3] A Systematic Review on Firefly Algorithm: Past, Present, and Future Kumar V.;Kumar D. Article Archives of Computational Methods in Engineering, Volume 28, Year 2021, Pages 3269-3291 [4] A Novel Binary Seagull Optimizer and its Application to Feature Selection Problem Kumar V.;Kumar D.;Kaur M.;Singh D.;Idris S.A.;Alshazly H. Article IEEE Access, Volume 9, Year 2021, Pages 103481-103496 [5] A novel multi-objective genetic algorithm approach to address class imbalance for disease diagnosis Jain A.;Ratnoo S.;Kumar D. Article International Journal of Information Technology (Singapore), Volume , Year 2020 [6] Impact of Controlling Parameters on the Performance of MOPSO Algorithm Rajani ;Kumar D.;Kumar V. Conference Paper Procedia Computer Science, Volume 167, Year 2020, Pages 2132-2139 [7] Binary whale optimization algorithm and its application to unit commitment problem Kumar V.;Kumar D. Article Neural Computing and Applications, Volume 32, Year 2020, Pages 2095-2123 [8] An optimized face recognition system using cuckoo search Malhotra P.;Kumar D. Article Journal of Intelligent Systems, Volume 28, Year 2019, Pages 321-332 [9] Effect of various distance classifiers on the performance of bat and CS-based face recognition system Preeti ;Kumar D. Conference Paper Advances in Intelligent Systems and Computing, Volume 741, Year 2019, Pages 1209-1220 [10] Gene Expression Data Clustering Using Variance-based Harmony Search Algorithm Kumar V.;Kumar D. Article IETE Journal of Research, Volume 65, Year 2019, Pages 641-652 [11] Automatic clustering and feature selection using gravitational search algorithm and its application to microarray data analysis Kumar V.;Kumar D. Article Neural Computing and Applications, Volume 31, Year 2019, Pages 3647-3663 [12] Automatic clustering using quantum-based multi-objective emperor penguin optimizer and its applications to image segmentation Kumar D.;Kumar V.;Kumari R. Article Modern Physics Letters A, Volume 34, Year 2019 [13] Performance Evaluation of Face Recognition System using various Distance Classifiers Preeti ;Kumar D. Conference Paper Proceedings of the 2nd International Conference on Computing Methodologies and Communication, ICCMC 2018, Volume , Year 2018, Pages 322-327 [14] A new genetic algorithm based technique for biomedical image enhancement Khatkar K.;Kumar D. Article Pertanika Journal of Science and Technology, Volume 26, Year 2018, Pages 1725-1750 [15] Performance comparison of classification algorithms for medical diagnosis Jain A.;Ratnoo S.;Kumar D. Article Pertanika Journal of Science and Technology, Volume 26, Year 2018, Pages 729-748 [16] Performance analysis of combination of CS with PCA and LDA for face recognition Preeti ;Kumar D. Conference Paper IEEE International Conference on Information, Communication, Instrumentation and Control, ICICIC 2017, Volume 2018-January, Year 2018, Pages 1-6 [17] Addressing class imbalance problem in medical diagnosis: A genetic algorithm approach Jain A.;Ratnoo S.;Kumar D. Conference Paper IEEE International Conference on Information, Communication, Instrumentation and Control, ICICIC 2017, Volume 2018-January, Year 2018, Pages 1-8 [18] A modified DWT-based image steganography technique Kumar V.;Kumar D. Article Multimedia Tools and Applications, Volume 77, Year 2018, Pages 13279-13308 [19] An astrophysics-inspired Grey wolf algorithm for numerical optimization and its application to engineering design problems Kumar V.;Kumar D. Article Advances in Engineering Software, Volume 112, Year 2017, Pages 231-254 [20] Performance Evaluation of Line Symmetry-Based Validity Indices on Clustering Algorithms Kumar V.;Chhabra J.K.;Kumar D. Article Journal of Intelligent Systems, Volume 26, Year 2017, Pages 483-503 [21] Grey Wolf Algorithm-Based Clustering Technique Kumar V.;Chhabra J.K.;Kumar D. Article Journal of Intelligent Systems, Volume 26, Year 2017, Pages 153-168 [22] Feature selection for face recognition using DCT-PCA and Bat algorithm Preeti ;Kumar D. Article International Journal of Information Technology (Singapore), Volume 9, Year 2017, Pages 411-423 [23] A conceptual comparison of NSGA-II, OMOPSO and AbYss algorithms Kumari R.;Kumar D.;Kumar V. Article International Journal of Internet Technology and Secured Transactions, Volume 7, Year 2017, Pages 330-352 [24] Data clustering using differential search algorithm Kumar V.;Chhabra J.K.;Kumar D. Article Pertanika Journal of Science and Technology, Volume 24, Year 2016, Pages 295-306 [25] An automated parameter selection approach for Simultaneous Clustering and Feature Selection Kumar V.;Chhabra J.K.;Kumar D. Article Journal of Engineering Research, Volume 4, Year 2016, Pages 65-85 [26] Automatic data clustering using parameter adaptive harmony search algorithm and its application to image segmentation Kumar V.;Chhabra J.K.;Kumar D. Article Journal of Intelligent Systems, Volume 2015, Year 2015, Pages 595-610 [27] Optimal Choice of Parameters for Fireworks Algorithm Kumar V.;Chhabra J.K.;Kumar D. Conference Paper Procedia Computer Science, Volume 70, Year 2015, Pages 334-340 [28] Differential search algorithm for multiobjective problems Kumara V.;Chhabra J.K.;Kumar D. Conference Paper Procedia Computer Science, Volume 48, Year 2015, Pages 22-28 [29] Automatic Unsupervised Feature Selection using Gravitational Search Algorithm Kumar V.;Chhabra J.K.;Kumar D. Article IETE Journal of Research, Volume 61, Year 2015, Pages 22-31 [30] Biomedical image enhancement using wavelets Khatkara K.;Kumar D. Conference Paper Procedia Computer Science, Volume 48, Year 2015, Pages 513-517 [31] Variance-based harmony search algorithm for unimodal and multimodal optimization problems with application to clustering Kumar V.;Chhabra J.K.;Kumar D. Article Cybernetics and Systems, Volume 45, Year 2014, Pages 486-511 [32] Parameter adaptive harmony search algorithm for unimodal and multimodal optimization problems Kumar V.;Chhabra J.K.;Kumar D. Article Journal of Computational Science, Volume 5, Year 2014, Pages 144-155 [33] Automatic cluster evolution using gravitational search algorithm and its application on image segmentation Kumar V.;Chhabra J.K.;Kumar D. Article Engineering Applications of Artificial Intelligence, Volume 29, Year 2014, Pages 93-103 [34] Impact of distance measures on the performance of clustering algorithms Kumar V.;Chhabra J.K.;Kumar D. Conference Paper Advances in Intelligent Systems and Computing, Volume 243, Year 2014, Pages 183-190 [35] Automatic MRI brain image segmentation using gravitational search-based clustering technique Kumar V.;Chhabra J.K.;Kumar D. Book Chapter Research Developments in Computer Vision and Image Processing: Methodologies and Applications, Volume , Year 2013, Pages 313-326 [36] Initializing cluster center for K-Means using biogeography based optimization Kumar V.;Chhabra J.K.;Kumar D. Conference Paper Communications in Computer and Information Science, Volume 125 CCIS, Year 2011, Pages 448-456 [37] A genetic algorithm with entropy based probabilistic initialization and memory for automated rule mining Saroj ;Kapila ;Kumar D.;Kanika Conference Paper Communications in Computer and Information Science, Volume 131 CCIS, Year 2011, Pages 604-613 [38] Improving the performance of color image watermarking using contourlet transform Kumar D.;Kumar V. Conference Paper Communications in Computer and Information Science, Volume 131 CCIS, Year 2011, Pages 256-264 [39] Harmony search algorithm for feature selection in face recognition Kumar D.;Shrutika Conference Paper Communications in Computer and Information Science, Volume 250 CCIS, Year 2011, Pages 554-559 [40] Performance evaluation of DWT based image steganography Kumar V.;Kumar D. Conference Paper 2010 IEEE 2nd International Advance Computing Conference, IACC 2010, Volume , Year 2010, Pages 223-228 [41] Analysis of unsupervised learning techniques for face recognition Kumar D.;Rai C.S.;Kumar S. Article International Journal of Imaging Systems and Technology, Volume 20, Year 2010, Pages 261-267 [42] A genetic algorithm with entropy based initial bias for automated rule mining Kapila;Saroj;Kumar D.;Kanika Conference Paper 2010 International Conference on Computer and Communication Technology, ICCCT-2010, Volume , Year 2010, Pages 491-495 [43] Digital Image Steganography Based on Combination of DCT and DWT Kumar V.;Kumar D. Conference Paper Communications in Computer and Information Science, Volume 101, Year 2010, Pages 596-601 [44] ICA for face recognition using different source distribution models Kumar D.;Rai C.S.;Kumar S. Conference Paper Advances in Intelligent and Soft Computing, Volume 58, Year 2009, Pages 491-498 [45] Feature selection for face recognition: A memetic algorithmic approach Kumar D.;Kumar S.;Rai C.S. Article Journal of Zhejiang University: Science A, Volume 10, Year 2009, Pages 1140-1152 [46] Dimensionality reduction using SOM based technique for face recognition Kumar D.;Rai C.S.;Kumar S. Article Journal of Multimedia, Volume 3, Year 2008, Pages 1-6 [47] Memetic algorithms for feature selection in face recognition Kumar D.;Kumar S.;Rai C.S. Conference Paper Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008, Volume , Year 2008, Pages 931-934 [48] Face recognition using self-organizing map and principal component analysis Kumar D.;Rai C.S.;Kumar S. Conference Paper Proceedings of 2005 International Conference on Neural Networks and Brain Proceedings, ICNNB'05, Volume 3, Year 2005, Pages 1469-1473Experience:
Doctoral Theses Guided:
Development of Multi-Objective Techniques for Segmentation
Metaheuristic Techniques for Feature Selection in Face Recognition
Development of Efficient Clustering Techniques using Metaheuristics
Membership in Professional Bodies:
Computer Society of India (CSI)- Life Member
India Society for Technical Education (ISTE)- Life Member
Publications:
Last Updated : 2022-02-24 10:13:24