
Sonika Dahiya
SE
Phone:0
Email: sonika.dahiya11@gmail.com
Qualifications
B.Tech(CSE), M.Tech(IT), PhD(IT)
Areas of Interest
Fuzzy clustering, Medical image segmentation using fuzzy clustering, outlier identification using fuzzy clustering, Image enhancement using various image processing techniques, Deep Learning Applications, Theory of Computation, Data Mining and Algorithm Design, Data Structures and Data Base Management System
Publications:
1. Gosain, Anjana, and Sonika Dahiya. "Performance Analysis of Various Fuzzy Clustering Algorithms: A Review." Procedia Computer Science 79 (2016): 100-111
2. Dahiya, Sonika. "A New Approximation Algorithm for Vertex Cover Problem." In Machine Intelligence and Research Advancement (ICMIRA), 2013 International Conference on, pp. 472-478. IEEE, 2013.
Teaching Experience Google Scholar (h-index: 13): https://scholar.google.com/citations?user=qd5ETg0AAAAJ&hl=en List of Best Paper Awards List Of Journal Publications (SCIE/SCOPUS/ESCI INDEXED) 1. Priyanka Arora, Sonika Dahiya , “Unveiling the impact of dataset size on machine learning models for anxiety and depression prediction amid the COVID-19 pandemic: determining optimal data collection thresholds”, Current Psychology, ISSN- 1936-4733, 2025. [IF:2.5] 2. Sonika Dahiya, Anjana Gosain, “A novel type-II intuitionistic fuzzy clustering algorithm for mammograms segmentation”, Journal of Ambient Intelligence and Humanized Computing, ISSN- 1868-5145, Volume 14, Issue 4, pp. 3793-3808, 2022. [IF:7.1] 3. Sonika Dahiya, Aditi Saluja, Parteek Singhal, Rahul Johari, “Analysis of online social behavior of WhatsApp users”, Webology, ISSN- 1735-188X, Volume 19, Issue 1, pp. 229-249, 2022. 4 . Rahul Johari, Sawan Kalra, Sonika Dahiya, Kalpana Gupta, “S2 NOW: Secure Social Network Ontology Using WhatsApp”, Security and Communication Networks, ISSN:1939-0122, Volume 2021, Issue 1, pp. 7940103, 2021. [IF:2.0] 5. Sonika Dahiya, Anjana Gosain, “An effective fuzzy clustering algorithm with outlier identification feature”, Journal of Intelligent & Fuzzy Systems, ISSN 1875-8967, Volume 41, Issue- 1, p. 2417-2428, 2021. [IF:1.9] 6. Anjana Gosain, Sonika Dahiya, “A new robust fuzzy clustering approach: DBKIFCM”, ISSN- 1573-773X, Neural Processing Letters, Volume 52, Issue- 3, p. 2189-2210, 2020. [IF:3.1]
Last Updated : 2025-03-28 06:17:32