Dipti Rana

@svnit.ac.in

Assistant Professor
Sardar Vallabhbhai National Institute of Technology

Dipti Rana

EDUCATION

Ph. D.

RESEARCH INTERESTS

Data Mining, Big Data Analytics, DBMS, Computer Organization
80

Scopus Publications

830

Scholar Citations

13

Scholar h-index

22

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Multi-modal Aerial Surveillance for Dynamic Crack Detection on Indian Roads
    RG Rathod, V.V., Rana, D.P., Mehta
    Singh, P.P., Prasad, S., Singh, P.K., Radeva, P. (eds) Intelligent Computing … , 2026
    2026
  • Impact of Domain Dependent Text Preprocessing on Summarization of Indian Legal Documents
    Nikita, DP Rana, RG Mehta
    Springer Nature Computer Science 7, Article No. 148 , 2026
    2026
  • Domain-Specific Keyphrase Extraction: A Specialized Named Entity Recognition and Multi-Stage Filtering Approach
    KF Shah, DP Rana, RG Mehta
    2025 OITS International Conference on Information Technology (OCIT), 1-6 , 2025
    2025
  • An Open-Source Facial Recognition Based Attendance System
    YA Vaghasia, RG Mehta, DP Rana
    2025 OITS International Conference on Information Technology (OCIT), 274-279 , 2025
    2025
  • Efficient Path Planning Algorithms for Coordinated Multi-Drone Systems
    I Agarwal, D Rana, S Pardhi, R Mehta
    International Conference on Emerging Technology in Autonomous Aerial … , 2025
    2025
  • Extraction of Water Quality Parameters from MultiSpectral Drone Imagery: A Computational Approach
    V Bhojane, D Rana, R Mehta
    International Conference on Emerging Technology in Autonomous Aerial … , 2025
    2025
  • UAV-Based Vehicle Detection and Classification Under Varying Lighting Conditions for Indian Traffic
    V Rathod, R Chouhan, D Rana, R Mehta, A Dhamaniya
    International Conference on Emerging Technology in Autonomous Aerial … , 2025
    2025
  • Layout features and semantic similarity-based hybrid approach for thematic classification of paragraphs in documents
    Nikita, DP Rana, RG Mehta, V Patel
    Knowledge and Information Systems , 2025
    2025
    Citations: 1
  • Road crack detection and classification using UAV and deep transfer learning optimization
    V Rathod, D Rana, R Mehta
    Journal of the Indian Society of Remote Sensing 53 (6), 1731-1747 , 2025
    2025
    Citations: 3
  • Hyperspectral Image Classification using Deep Neural Network
    A Contractor, VS Bhojane, R Mehta, D Rana
    2025 International Conference in Advances in Power, Signal, and Information … , 2025
    2025
  • Unmanned Aerial Vehicle-Based Real-time Garbage Detection System
    VV Rathod, DP Rana, RG Mehta
    Procedia Computer Science, ISSN 1877-0509, International Conference on … , 2025
    2025
    Citations: 7
  • Natural Language Understanding (NLU)- Powered Information Retrieval from Indian Legal Property Graph
    Nikita, K Shreeram, A Patil, A Agarwal, DP Rana, RG Mehta
    Procedia Computer Science, ISSN 1877-0509 International Conference on … , 2025
    2025
    Citations: 1
  • Trigger Optimization for Black-Box Universal Adversarial Attacks on Text Classifiers.
    S Desai, Y Pokar, D Rana, R Mehta
    Grenze International Journal of Engineering & Technology (GIJET) 11 , 2025
    2025
  • Deep learning-driven UAV vision for automated road crack detection and classification
    VV Rathod, DP Rana, RG Mehta
    Nondestructive Testing and Evaluation, 1-30 , 2025
    2025
    Citations: 10
  • Black widow optimisation with deep learning-based feature fusion model for remote sensing image analysis
    VV Rathod, DP Rana, RG Mehta
    International Journal of Computational Science and Engineering 28 (1), 56-70 , 2025
    2025
    Citations: 2
  • Multiple Graph-Based Approach to Recommend Domain-Dependent Documents
    Nikita, A Maheshwari, H Tulsiani, H Dhadhal, U Chordia, DP Rana, ...
    2024 OITS International Conference on Information Technology (OCIT), 54-59 , 2024
    2024
  • Multi-modal Aerial Surveillance for Dynamic Crack Detection on Indian Roads
    VV Rathod, DP Rana, RG Mehta
    International Intelligent Computing and Technologies Conference, 381-394 , 2024
    2024
  • Intelligent Deep Learning Based Feature Fusion Model for Remote Sensing Image Analysis
    VV Rathod, DP Rana, ...
    In: Singh, P.P., Prasad, S., Singh, P.K., Radeva, P. (eds) Intelligent … , 2024
    2024
  • A computer vision approach to vehicle detection, classification, and tracking from UAV data for Indian traffic analysis
    VV Rathod, DP Rana, RG Mehta, V Nath
    IETE Journal of Research, 1-14 , 2024
    2024
    Citations: 7
  • Optimizing crop monitoring: A data warehouse approach in precision agriculture
    I Agarwal, D Rana, P Shah, A Dude, P Patel
    2024 15th International Conference on Computing Communication and Networking … , 2024
    2024
    Citations: 4

MOST CITED SCHOLAR PUBLICATIONS

  • Review of random forest classification techniques to resolve data imbalance
    AS More, DP Rana
    2017 1st International conference on intelligent systems and information … , 2017
    2017
    Citations: 276
  • Legal Document Recommendation System: A Cluster Based Pairwise Similarity Computation
    J Dhanani, R Mehta, D Rana
    Journal of Intelligent & Fuzzy Systems 41 (6), 5497-5509 , 2021
    2021
    Citations: 34
  • HTTP botnet detection using frequent patternset mining
    SS Garasia, DP Rana, RG Mehta
    International Journal of Engineering Science & Advanced Technology 2 (3 … , 2012
    2012
    Citations: 29
  • Social Network Influencer Rank Recommender Using Diverse Features from Topical Graph
    D Mittal, M Suthar, Pooja, Patil, PGS Pranaya, D Rana, B Tidke
    International Conference on Computational Intelligence and Data Science … , 2019
    2019
    Citations: 25
  • Discretization of temporal data: a survey
    P Chaudhari, DP Rana, RG Mehta, NJ Mistry, MM Raghuwanshi
    arXiv preprint arXiv:1402.4283 , 2014
    2014
    Citations: 24
  • Effective and scalable legal judgment recommendation using pre-learned word embedding
    J Dhanani, R Mehta, D Rana
    Complex & Intelligent Systems 8 (4), 3199-3213 , 2022
    2022
    Citations: 19
  • An Experimental Assessment of Random Forest Classification Performance Improvisation with Sampling and Stage Wise Success Rate Calculation
    A More, D Rana
    International Conference on Computational Intelligence and Data Science … , 2019
    2019
    Citations: 18
  • Spatio-temporal approach for classification of COVID-19 pandemic fake news
    IY Agarwal, DP Rana, M Shaikh, S Poudel
    Social Network Analysis and Mining 12 (1), 68 , 2022
    2022
    Citations: 17
  • Random forest classifier approach for imbalanced big data classification for smart city application domains
    A S More, D P Rana, I Agarwal
    International Journal of Computational Intelligence & IoT 1 (2) , 2018
    2018
    Citations: 16
  • Issues and challenges in big graph modelling for smart city: An extensive survey
    M Desai, R Mehta, D Rana
    International Conference on Computational Intelligence and Internet of … , 2018
    2018
    Citations: 14
  • Anatomising the impact of ResearchGate followers and followings on influence identification
    M Desai, RG Mehta, DP Rana
    Journal of Information Science 50 (3), 607-624 , 2024
    2024
    Citations: 13
  • Legal document recommendation system: a dictionary based approach
    J Dhanani, R Mehta, DP Rana
    International Journal of Web Information Systems 17 (3), 187-203 , 2021
    2021
    Citations: 13
  • FApriori: A modified Apriori algorithm based on checkpoint
    MR Patel, DP Rana, RG Mehta
    2013 International Conference on Information Systems and Computer Networks … , 2013
    2013
    Citations: 13
  • A novel fuzzy based classification for data mining using fuzzy discretization
    RG Mehta, DP Rana, MA Zaveri
    2009 WRI World Congress on Computer Science and Information Engineering 3 … , 2009
    2009
    Citations: 13
  • Performance enrichment through parameter tuning of random forest classification for imbalanced data applications
    AS More, DP Rana
    Materials Today: Proceedings 56, 3585-3593 , 2022
    2022
    Citations: 12
  • Deep learning-driven UAV vision for automated road crack detection and classification
    VV Rathod, DP Rana, RG Mehta
    Nondestructive Testing and Evaluation, 1-30 , 2025
    2025
    Citations: 10
  • Analysis of contextual features’ granularity for fake news detection
    I Agarwal, D Rana, K Panwala, R Shah, V Kathiriya
    Multimedia Tools and Applications 83 (17), 51835-51851 , 2024
    2024
    Citations: 10
  • Fake news and imbalanced data perspective
    IY Agarwal, DP Rana
    Data preprocessing, active learning, and cost perceptive approaches for … , 2021
    2021
    Citations: 10
  • An Empirical Analysis to Identify the Effect of Indexing on Influence Detection using Graph Databases
    M Desai, R Mehta, D Rana
    International Conference on Innovations in Communication Computing And … , 2019
    2019
    Citations: 10
  • Data Mining with Meteorological Data
    AR Chaudhari, DP Rana, RG Mehta
    International Journal of Advanced Computer Research (ISSN (print): 2249-7277 … , 2013
    2013
    Citations: 10