SWAPNIL S NINAWE

@dsce.edu.in

Assistant Professor ECE Department
Dayananda Sagar College of Engineering

SWAPNIL S NINAWE


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Dr. Swapnil S. N. received his ME Degree in telecommunication engineering from the department of ECE, Indian Institute of Science, Bangalore, India, in 2011. He received doctorate degree (PhD) from the Department of ECE at Indian Institute of Science, Bangalore, India in the year 2018. His research interests are in the areas of Computing, Social Networks, Machine Learning, Communication Protocols, Knowledge Based Systems and exploring evolution of users in Social Networks. He has published many research papers in National/International conferences/Journals. He has been active in IEEE-IISc Student Branch since many years and also was the chair of IEEE-IISc student branch at IISc. Some of the IEEE activities include research methodologies, Indian cybertariats, leadership talks under HKN, topics in engineering mathematics, tips to do outstanding research, sustainable technologies, etc.

EDUCATION

PhD, ECE Department, Indian Institute of Science, Bangalore, India
ME, ECE Department, Indian Institute of Science, Bangalore, India
BE, Electronics Engineering, RCOEM, Nagpur, India
63

Scopus Publications

57

Scholar Citations

3

Scholar h-index

1

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Regenerable Sol-Gel Biosorbent Tablet With Chemically Enhanced Moringa Biomass For Multi-Cycle Heavy Metal Removal
    Dr. Swapnil S N, et al.
    IN Patent 202,641,049,795 , 2026
    2026
  • IoT-Enabled Paper-Based Colorimetric Heavy Metal Detection System
    Dr. Swapnil S N, et al.
    IN Patent App. 202,641,049,793 , 2026
    2026
  • Fuzzy U-NSGA-III based optimization of time–cost–environmental impact trade-offs in multi-mode sustainable construction project scheduling
    C Gupta, SK Bhattarai, A Parihar, NR Lakkimsetty, SS Ninawe, ...
    Asian Journal of Civil Engineering 27 (4), 1703-1720 , 2026
    2026
    Citations: 2
  • Harnessing data-driven and explainable ensemble machine learning for infrastructure deterioration prediction through real-world benchmarking of models
    DK Mohanachandran, R Vyas, SS Ninawe, NR Lakkimsetty, S Maurya, ...
    Asian Journal of Civil Engineering 27 (4), 1811-1829 , 2026
    2026
    Citations: 1
  • Analyzing Digital Circuit Design Using Quantum-Dot Cellular Automata Simulation and Evaluation
    Dr. Swapnil S N, et al.
    2025 1st International Conference on Advancement in Futuristic Technologies … , 2026
    2026
  • Verilog-Based Implementation of Security Algorithm for Solar-Enabled IoT Systems
    Dr. Swapnil S. Ninawe, et al.
    2025 International Conference on Transformative Computing Technologies … , 2026
    2026
  • Exploring Digital Logic Design through Quantumdot Cellular Automata Modelling and Analysis
    Swapnil S. Ninawe, et al.
    2025 IEEE International Conference on Emerging Trends in Computing and … , 2026
    2026
  • A Hardware-Efficient RTL-Based System and Method for Implementing a SPECK Lightweight Block Cipher
    Dr. Swapnil S N, et al.
    IN Patent 202,641,026,836 , 2026
    2026
  • A Smart Automated Restroom Infrastructure
    Dr. Swapnil S N, et al.
    IN Patent 202,641,026,871 , 2026
    2026
  • System and Method for Automated Egg Quality Inspection
    Dr. Swapnil S N, et al.
    IN Patent 202,641,027,032 , 2026
    2026
  • A Wireless Braille-Based Assistive Communication System and Method with Multimodal Tactile, Visual, and Auditory Feedback for Individuals with Visual and Speech Impairments
    Dr. Swapnil S N, et al.
    IN Patent 202,641,026,829 , 2026
    2026
  • Indian Rainfall Prediction Using Variational Quantum Circuits
    Dr. Swapnil S N, et al.
    IN Patent 202,641,025,643 , 2026
    2026
  • Quantum-Integrated Multi-Layer Feature Fusion System for High-Accuracy Pest Classification Using Adaptive Quantum Kernel Mapping
    Dr. Swapnil S N, et al.
    IN Patent 202,641,025,621 , 2026
    2026
  • Investigating Emotional Psychology in Artificial Intelligence: Key Insights and Their Role in Advancing Empathy-Driven AI Research and Applications
    Dr. Swapnil S N, et al.
    2026 International Conference on Intelligent and Innovative Technologies in … , 2026
    2026
  • Combining Augmented Reality and Deep Learning in Custom Dental Implantology: Design and Implementation of the GIST-3DR Framework to Improve Accuracy and Visualization in …
    Dr. Swapnil S N, et al.
    2026 International Conference on Intelligent and Innovative Technologies in … , 2026
    2026
  • An IoT-enabled intelligent energy optimization framework for electric vehicle operation and charging management
    Dr. Swapnil S N, et al.
    IN Patent App. 202,641,019,252 , 2026
    2026
  • Real-Time AI-Assisted Error Feedback System and Copilot for MATLAB Programming in Core Engineering Courses: A Comparative Analysis
    Dr. Swapnil S. Ninawe, et.al
    Journal of Engineering Education Transformations 39 (2), 1-11 , 2026
    2026
  • Smart Sanitation with IoT: Enhancing Personalized Hygiene in Cleantech Restrooms
    MB Girish, C Ravindranath, CH Poornima, SA Rehman, G Pavithra, ...
    2026 International Conference on Emerging Technologies and Future … , 2026
    2026
  • Mechanical System with AI and Deep Learning-Based Seed Quality Detection and Variety Classification System for Improved Crop Yield and Agricultural Profit
    Dr. Swapnil S. Ninawe, et.al
    IN Patent 202,641,000,150 , 2026
    2026
  • Magnetic Anomaly Detection System for Sustainable Infrastructure Monitoring in Alignment.
    UK Boya, V Krishna, S KM, SS Ninawe
    Grenze International Journal of Engineering & Technology (GIJET) 12 (Part2 … , 2026
    2026

MOST CITED SCHOLAR PUBLICATIONS

  • Integrating LSTM and CNN for stock market prediction: A dynamic machine learning approach
    S Joshi, BL Mahanthi, KS Pokkuluri, SS Ninawe, R Sahu
    Journal of Artificial Intelligence and Technology 5, 168-179 , 2025
    2025
    Citations: 21
  • Design & Development of an Automatic Defense System for Warfare Applications.
    R Tejas, S DN, K Ravishankar, SS Ninawe, SG GH, TC Manjunath
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 4
  • Development of hybrid algorithms for the detection of Infectious Diseases from the X-Ray’s images of the Chest Structure of Human Beings
    G Pavithra, SS Ninawe, KV Sandeep, I Fawad, TC Manjunath
    2024 2nd International Conference on Networking, Embedded and Wireless … , 2024
    2024
    Citations: 3
  • A method of designing a generic actor model for a professional social network
    SS Ninawe, P Venkataram
    Human-centric computing and information sciences 5 (1), 25 , 2015
    2015
    Citations: 3
  • Fuzzy U-NSGA-III based optimization of time–cost–environmental impact trade-offs in multi-mode sustainable construction project scheduling
    C Gupta, SK Bhattarai, A Parihar, NR Lakkimsetty, SS Ninawe, ...
    Asian Journal of Civil Engineering 27 (4), 1703-1720 , 2026
    2026
    Citations: 2
  • Development of an Image Restoration Algorithm Utilizing Generative Adversarial Networks (GAN's) for Enhanced Performance in Engineering Applications: A Comprehensive Approach …
    TC Manjunath, G Pavithra, GGH Samyama, SS Ninawe
    2024 International Conference on Innovation and Novelty in Engineering and … , 2024
    2024
    Citations: 2
  • Advancements in Operational Transconductance Amplifiers (OTAs) for Design, Applications & Performance Optimization Techniques with Hardware Implementation
    V Pramath, G Pavithra, SS Ninawe, TC Manjunath
    2024 IEEE International Conference of Electron Devices Society Kolkata … , 2024
    2024
    Citations: 2
  • Modelling & Simulation of Multi-Path OTAs with Dual Flipped Voltage Follower for VLSI based DSP Applications using 50nm Technology
    G Pavithra, KV Sandeep, I Fawad, MB Abhishekh, SS Ninawe, ...
    2024 First International Conference on Software, Systems and Information … , 2024
    2024
    Citations: 2
  • Design & Development of a Dancing Robot using Arduino Nano with Camera based Utilization of Computer Vision.
    A Dey, V Tiwari, S Bablad, A Mishra, K Bauri, SS Ninawe, TC Manjunath
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 2
  • Integrated RFID Data Acquisition and Cloud-based Attendance Management System with Real-Time Google Sheets Synchronization.
    SS Ninawe, TC Manjunath, SG GH
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 2
  • Scaling AI with quantum network models for back pain genetic architecture
    U Maheswari, SS Ninawe, KS Pokkuluri, SV Pandit, V Hariram, ...
    Quantum Networks and Their Applications in AI, 307-320 , 2024
    2024
    Citations: 2
  • A method of developing a generic social network
    SS Ninawe, P Venkataram
    International Journal of Information and Education Technology 3 (4), 488 , 2013
    2013
    Citations: 2
  • A Method of Designing an Access Mechanism for Social Networks
    SS Ninawe, P Venkataram
    19th IEEE National Conference on Communications – NCC 2013, 1-5 , 2013
    2013
    Citations: 2
  • Harnessing data-driven and explainable ensemble machine learning for infrastructure deterioration prediction through real-world benchmarking of models
    DK Mohanachandran, R Vyas, SS Ninawe, NR Lakkimsetty, S Maurya, ...
    Asian Journal of Civil Engineering 27 (4), 1811-1829 , 2026
    2026
    Citations: 1
  • Optimizing VLSI-Based Quantum Computing Performance in Digital Image Processing Using Modular Energy-Efficient Posit Multipliers for Enhanced Computational Precision and …
    I Mishra, G Pavithra, SS Ninawe
    2025 2nd International Conference on New Frontiers in Communication … , 2025
    2025
    Citations: 1
  • A Method of Designing Authentication Scheme for Aadhaar User
    Swapnil S. Ninawe, Pavithra G., T.C. Manjunath, Sandeep K.V., Iffath Fawad ...
    Journal of Information Systems Engineering and Management 10 (11), 97 - 108 , 2025
    2025
    Citations: 1
  • Artificial Intelligence Applications in E-Waste Sorting and Recycling Processes.
    A KS, G Bhadani, SS Ninawe, TC Manjunath
    Grenze International Journal of Engineering & Technology (GIJET) 11 , 2025
    2025
    Citations: 1
  • Applications Overview in E-Waste Sorting & Recycling Processes using AI ML Concepts.
    VV Shreedhara, S Gupta, A Kumar, SS Ninawe, TC Manjunath
    Grenze International Journal of Engineering & Technology (GIJET) 11 , 2025
    2025
    Citations: 1
  • Automated Robot for Healthcare Applications.
    A Anand, A Kumar, A Kumar, A Raj, SS Ninawe, TC Manjunath
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 1
  • Smart Water Management System: Automated Water Billing with Detection and Control of Water Leakage.
    SS Ninawe, TC Manjunath, SG GH
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 1

Publications

Authentication Schemes for Social Network Users: A Review
S. S. Ninawe and P. Venkataram
article International Journal of Social Computing and Cyber‐Physical Systems, Volume 2, Year 2019, Pages 151-176

A Method of Designing an Access Mechanism for Social Network
S. S. Ninawe and P. Venkataram
article International Journal of Social Computing and Cyber‐Physical Systems, Volume 1, Year 2016, Pages 387‐408

Web Service Query Selection for a Professional Social Network Members
Ninawe, Swapnil S.;Venkataram, Pallapa
Conference Paper Proceedings - NGMAST 2015: The 9th International Conference on Next Generation Mobile Applications, Services and Technologies, Volume , Year 2016, Pages 29-34

An Intelligent Method of Information Provisioning in an Academic Social Network
Swapnil. S. N. and P. Venkataram
article International Journal of Advances in Computer Science and Its Applications, Volume 5, Year 2015, Pages 76-80

A method of designing a generic actor model for a professional social network
Ninawe, Swapnil S.;Venkataram, Pallapa
Article Human-centric Computing and Information Sciences, Volume 5, Year 2015

Agent Based Device Adaptability in Ubiquitous Environment
Swapnil. S. N. and P. Venkataram
article International Journal of Computer and Electrical Engineering, Volume 6, Year 2014, Pages 137-144

A Method of designing an Access Mechanism for Social Networks
Ninawe, Swapnil S.;Venkataram, Pallapa
conference paper 2013 National Conference on Communication