Satishkumar Raghavrao Mekewad
@srtmun.ac.in
Assistant Professor School of Computational Sciences
Swami Ramanand Teerth Marathwada University Nanded
RESEARCH INTERESTS
Data Science, Networking
6
Scopus Publications
14
Scholar Citations
2
Scholar h-index
Scopus Publications
- Performance analysis of selected data mining algorithms on social network data and discovery of user latent behavior
Santosh Phulari, Parag Bhalchandra, Santosh Khamitkar, Nilesh Deshmukh, Sakharam Lokhande, Satish Mekewad, and Pawan Wasnik
Springer India - Statistically validating intrusion detection framework against selected dos attacks in ad hoc networks: An NS-2 simulation study
Sakharam Lokhande, Parag Bhalchandra, Santosh Khamitkar, Nilesh Deshmukh, Satish Mekewad, and Pawan Wasnik
Springer India - Characterization of fuzzy tree searches: A perspective note
Parag Bhalchandra, Santosh Khamitkar, Nilesh Deshmukh, Sakharam Lokhande, and Satish Mekewad
Springer India - Propagation of knowledge from crisp and soft clustering through a granular hierarchy
Pawan Lingras, P. Bhalchandra, S. Khamitkar, S. Mekewad, and R. Rathod
IEEE
Information granules allow us to abstract real world objects using their relevant attributes. Level of abstraction allows us to create a network of information granules that are connected to each other through a real-world relationship. For example, the phone calls are connected to the origin and destination phone numbers. This paper describes the relationship between clustering schemes by propagating the information through the connection between granules. We focus on the hierarchical granular graphs, where phone numbers represent the higher level (coarser) granules that are connected to phone calls which are lower level (finer) granules. The paper studies the effect of transferring crisp and fuzzy clustering schemes through the granular hierarchy. The fuzzy clustering is shown to provide a better technique for such a transfer. Rough clustering derived from fuzzy clustering is shown to be a good instrument for comparing crisp and fuzzy clustering schemes. - Crisp and soft clustering of mobile calls
Pawan Lingras, Parag Bhalchandra, Santosh Khamitkar, Satish Mekewad, and Ravindra Rathod
Springer Berlin Heidelberg - Comparing clustering schemes at two levels of granularity for mobile call mining
Pawan Lingras, Parag Bhalchandra, Satish Mekewad, Ravindra Rathod, and Santosh Khamitkar
Springer Berlin Heidelberg
RECENT SCHOLAR PUBLICATIONS
- Application of Deep Learning for Society
P Bhalchandra, S Khamitkar, S Lokhande, S Mekewad, G Kurundkar
SIRJANA JOURNAL 54 (9), 8 - 13 2024 - Computer Vision with Causal Inference/Learning: A Deep Learning Approach Notes
K Hambarde
2023 - Discovery of Usage Pattern from Mobile Call Data Using Clustering Approaches
S Mekeawd, S Khamitkar, P Bhalchandra, S Lokhande
International Conference on Information and Management Engineering, 771-779 2022 - Variations of K-Means Clustering Algorithm
S Mekewad, S Khamitkar
Asian Journal of Organic & Medicinal Chemistry 7 (Special Issue), 1693-1695 2022 - World Journal of Engineering Research and Technology WJERT
SS Jadhav, SN Lokhande, PU Bhalchandra, SD Khmaitkar, ...
World Journal of Engineering 2 (6), 34-48 2016 - Performance analysis of selected data mining algorithms on social network data and discovery of user latent behavior
S Phulari, P Bhalchandra, S Khamitkar, N Deshmukh, S Lokhande, ...
Computational Intelligence in Data Mining—Volume 2: Proceedings of the 2016 - Statistically Validating Intrusion Detection Framework Against Selected DoS Attacks in Ad Hoc Networks: An NS-2 Simulation Study
S Lokhande, P Bhalchandra, S Khamitkar, N Deshmukh, S Mekewad, ...
Computational Intelligence in Data Mining—Volume 1: Proceedings of the 2016 - Characterization of fuzzy tree searches: A perspective note
P Bhalchandra, S Khamitkar, N Deshmukh, S Lokhande, S Mekewad
Intelligent Computing and Applications: Proceedings of the International 2015 - Propagation of knowledge from crisp and soft clustering through a granular hierarchy
P Lingras, P Bhalchandra, S Khamitkar, S Mekewad, R Rathod
2012 12th International Conference on Hybrid Intelligent Systems (HIS), 6-11 2012 - Multi-disciplinary Trends in Artificial Intelligence: 5th International Workshop, MIWAI 2011, Hyderabad, India, December 7-9, 2011. Proceedings
C Sombattheera, A Agarwal, SK Udgata, K Lavangnananda
Springer Science & Business Media 2011 - Crisp and soft clustering of mobile calls
P Lingras, P Bhalchandra, S Khamitkar, S Mekewad, R Rathod
Multi-disciplinary Trends in Artificial Intelligence: 5th International 2011 - Comparing clustering schemes at two levels of granularity for mobile call mining
P Lingras, P Bhalchandra, S Mekewad, R Rathod, S Khamitkar
Rough Sets and Knowledge Technology: 6th International Conference, RSKT 2011 2011 - A Survey on research challenges in Wireless Mesh Networks
MMD Wangikar, MSR Mekewad, M Mahamune
- Mitigation of Data Flooding Attacks in Ad Hoc Networks: An NS-2 Simulation Study
SN Lokhande, NK Deshmukh, PU Bhalchandra, MSR Mekewad, ...
MOST CITED SCHOLAR PUBLICATIONS
- Crisp and soft clustering of mobile calls
P Lingras, P Bhalchandra, S Khamitkar, S Mekewad, R Rathod
Multi-disciplinary Trends in Artificial Intelligence: 5th International 2011
Citations: 6 - Comparing clustering schemes at two levels of granularity for mobile call mining
P Lingras, P Bhalchandra, S Mekewad, R Rathod, S Khamitkar
Rough Sets and Knowledge Technology: 6th International Conference, RSKT 2011 2011
Citations: 3 - Performance analysis of selected data mining algorithms on social network data and discovery of user latent behavior
S Phulari, P Bhalchandra, S Khamitkar, N Deshmukh, S Lokhande, ...
Computational Intelligence in Data Mining—Volume 2: Proceedings of the 2016
Citations: 2 - Multi-disciplinary Trends in Artificial Intelligence: 5th International Workshop, MIWAI 2011, Hyderabad, India, December 7-9, 2011. Proceedings
C Sombattheera, A Agarwal, SK Udgata, K Lavangnananda
Springer Science & Business Media 2011
Citations: 2 - Characterization of fuzzy tree searches: A perspective note
P Bhalchandra, S Khamitkar, N Deshmukh, S Lokhande, S Mekewad
Intelligent Computing and Applications: Proceedings of the International 2015
Citations: 1