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Faculty Profile
Varun Kumar
- Assistant Professor & HOD
- B.E, M.Tech, (Ph.D)
Designation
Assistant Professor & HOD
Department
Electronics and Communication Engineering
Educational Qualifications
Assistant Professor & HOD
Email ID
varunakumara@mitkundapura.com
Experience
11
Professional membership
1. Life Member, Indian Society for Technical Education (ISTE), Since 2020. 2. Member, IEEE 3. IEEE Young Professionals. 4. IAENG.
Area of Interest
Control Systems, Artificial Intelligence
Paper Published
1. Abdul Kareem and Varuna Kumara, “A Novel Fuzzy Logic Based Operating System Scheduling Scheme” International Journal of Fuzzy Logic and Intelligent Systems 2024; 24(1): 30-42 Published online March 25, 2024 https://doi.org/10.5391/IJFIS.2024.24.1.30
2. Manjunatha Badiger, Varuna Kumara, Sachin CN Shetty, Sudhir Poojary, “Leaf and skin disease detection using image processing” Global Transitions Proceedings, volume 3, issue 1, Pages 272-278, Elsevier. DOI: 10.1016/j.gltp.2022.03.010
3. Melwin D Souza, Varuna Kumara, Prameela, KM Chaithra, “EarlyNet: A Novel Transfer Learning Approach with VGG11 and Efficient Net for Early-Stage Breast Cancer Detection” International Journal of Intelligent Systems and Applications in Engineering, volume 12, issue 11s, pages 522-536.
4.Abdul Kareem, Varuna Kumara, Akshatha Naik,”An Artificial Intelligence-Based Scheme for the Management of Vaccines during Pandemics” Engineering Proceedings, volume 59, issue 1, pages 191, MDPI. DOI: 10.3390/engproc2023059191
5. Varuna Kumara, Ezhilarasan Ganesan, “Optimized robust fuzzy sliding mode control for efficient wastewater treatment: a comprehensive study” IAES International Journal of Artificial Intelligence (IJ-AI) 2024-03-01 | Journal article DOI: 10.11591/ijai.v13.i1.pp631-638
6. “Smart Deep Learning Model to Recognize PCM Optimization Performance on Solar Cooling System” Electric Power Components and Systems 2023-11-24 | Journal article DOI: 10.1080/15325008.2023.2281630 Part of ISSN: 1532-5008 Part of ISSN: 1532-5016
7. “An Enhancement of Service Function Chaining in Metro Mobile Ad-Hoc Networks in 5G Communication Using Machine Learning” 2023 International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF) 2023-01-05 DOI: 10.1109/iceconf57129.2023.10084334
8. “Data Detection Poisoning Attack Using Resource Scheme Multilinear Regression” 2023 4th International Conference for Emerging Technology (INCET) 2023-05-26 DOI: 10.1109/incet57972.2023.10170256
9. “Machine Learning Approach for a Novel Facial Recognition System” 2023 8th International Conference on Communication and Electronics Systems (ICCES) 2023-06-01 DOI: 10.1109/icces57224.2023.10192743
10. “Development of Secure Hardware Architectures for Preventing Side-Channel Attacks and Protecting Sensitive Data in VLSI Systems” 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) 2023-09-20, DOI: 10.1109/icosec58147.2023.10275833
11. “Empowering Farmers, Enriching Lives: The One Stop Solution for Agricultural Assistance”, Journal of Advanced Zoology, DOI: 10.17762/jaz.v44i3.697 Part of ISSN: 0253-7214.
12. “A MULTIFACETED ANALYSIS OF PIONEERING STRATEGIES AND LEADING-EDGE TECHNOLOGY FOR WASTE SEGREGATION” Journal of Research Administration, volume 5, issue 2, pages 6631-6648.
13. “Review of the Application of CNNs to Detect Newly Emerging Plant Diseases” Journal of Survey in Fisheries Sciences, volume 10, issue 2S, pages 4190-4200.
14. Seeding precision: a mask region based convolutional neural networks classification approach for the classification of paddy seeds, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-12-01 | Journal article DOI: 10.11591/ijai.v13.i4.pp4138-4146
15. Efficient Wastewater Treatment Optimisation with Solow-Polasky-JAYA Algorithm and Self-Organising Fuzzy Sliding Mode Control, Process Integration and Optimization for Sustainability 2024-11 | Journal article DOI: 10.1007/s41660-024-00435-1
16. A fuzzy logic scheme based on spread rate and population for pandemic vaccine allocation, International Journal of Electrical and Computer Engineering (IJECE) 2024-10-01 Journal Article DOI: 10.11591/ijece.v14i5.pp5941-5948
17. A survey of detecting leaf diseases using machine learning and deep learning in various crops, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-09-01 | Journal article DOI: 10.11591/ijai.v13.i3.pp2498-2505
18. A novel approach to wastewater treatment control: a self-organizing fuzzy sliding mode controller, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-09-01 | Journal article DOI: 10.11591/ijai.v13.i3.pp2796-2807
19. EarlyNet: a novel transfer learning approach with VGG11 and EfficientNet for early-stage breast cancer detection, International Journal of System Assurance Engineering and Management 2024-08 | Journal article DOI: 10.1007/s13198-024-02408-6
2. Manjunatha Badiger, Varuna Kumara, Sachin CN Shetty, Sudhir Poojary, “Leaf and skin disease detection using image processing” Global Transitions Proceedings, volume 3, issue 1, Pages 272-278, Elsevier. DOI: 10.1016/j.gltp.2022.03.010
3. Melwin D Souza, Varuna Kumara, Prameela, KM Chaithra, “EarlyNet: A Novel Transfer Learning Approach with VGG11 and Efficient Net for Early-Stage Breast Cancer Detection” International Journal of Intelligent Systems and Applications in Engineering, volume 12, issue 11s, pages 522-536.
4.Abdul Kareem, Varuna Kumara, Akshatha Naik,”An Artificial Intelligence-Based Scheme for the Management of Vaccines during Pandemics” Engineering Proceedings, volume 59, issue 1, pages 191, MDPI. DOI: 10.3390/engproc2023059191
5. Varuna Kumara, Ezhilarasan Ganesan, “Optimized robust fuzzy sliding mode control for efficient wastewater treatment: a comprehensive study” IAES International Journal of Artificial Intelligence (IJ-AI) 2024-03-01 | Journal article DOI: 10.11591/ijai.v13.i1.pp631-638
6. “Smart Deep Learning Model to Recognize PCM Optimization Performance on Solar Cooling System” Electric Power Components and Systems 2023-11-24 | Journal article DOI: 10.1080/15325008.2023.2281630 Part of ISSN: 1532-5008 Part of ISSN: 1532-5016
7. “An Enhancement of Service Function Chaining in Metro Mobile Ad-Hoc Networks in 5G Communication Using Machine Learning” 2023 International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF) 2023-01-05 DOI: 10.1109/iceconf57129.2023.10084334
8. “Data Detection Poisoning Attack Using Resource Scheme Multilinear Regression” 2023 4th International Conference for Emerging Technology (INCET) 2023-05-26 DOI: 10.1109/incet57972.2023.10170256
9. “Machine Learning Approach for a Novel Facial Recognition System” 2023 8th International Conference on Communication and Electronics Systems (ICCES) 2023-06-01 DOI: 10.1109/icces57224.2023.10192743
10. “Development of Secure Hardware Architectures for Preventing Side-Channel Attacks and Protecting Sensitive Data in VLSI Systems” 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) 2023-09-20, DOI: 10.1109/icosec58147.2023.10275833
11. “Empowering Farmers, Enriching Lives: The One Stop Solution for Agricultural Assistance”, Journal of Advanced Zoology, DOI: 10.17762/jaz.v44i3.697 Part of ISSN: 0253-7214.
12. “A MULTIFACETED ANALYSIS OF PIONEERING STRATEGIES AND LEADING-EDGE TECHNOLOGY FOR WASTE SEGREGATION” Journal of Research Administration, volume 5, issue 2, pages 6631-6648.
13. “Review of the Application of CNNs to Detect Newly Emerging Plant Diseases” Journal of Survey in Fisheries Sciences, volume 10, issue 2S, pages 4190-4200.
14. Seeding precision: a mask region based convolutional neural networks classification approach for the classification of paddy seeds, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-12-01 | Journal article DOI: 10.11591/ijai.v13.i4.pp4138-4146
15. Efficient Wastewater Treatment Optimisation with Solow-Polasky-JAYA Algorithm and Self-Organising Fuzzy Sliding Mode Control, Process Integration and Optimization for Sustainability 2024-11 | Journal article DOI: 10.1007/s41660-024-00435-1
16. A fuzzy logic scheme based on spread rate and population for pandemic vaccine allocation, International Journal of Electrical and Computer Engineering (IJECE) 2024-10-01 Journal Article DOI: 10.11591/ijece.v14i5.pp5941-5948
17. A survey of detecting leaf diseases using machine learning and deep learning in various crops, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-09-01 | Journal article DOI: 10.11591/ijai.v13.i3.pp2498-2505
18. A novel approach to wastewater treatment control: a self-organizing fuzzy sliding mode controller, IAES International Journal of Artificial Intelligence (IJ-AI) 2024-09-01 | Journal article DOI: 10.11591/ijai.v13.i3.pp2796-2807
19. EarlyNet: a novel transfer learning approach with VGG11 and EfficientNet for early-stage breast cancer detection, International Journal of System Assurance Engineering and Management 2024-08 | Journal article DOI: 10.1007/s13198-024-02408-6
Patent filed/granted/published
Patent Filed
1. A three-arm pesticide sprayer on automatic climber, Patent No: 6396598
2. A Hybrid Logarithmic-exponential Tanh Convolutional Neural Network P- Transformer System for improving Language translation with low resource, Patent Application No: 202024104347
3. A Deep Learning Hybrid Model for Improving Machine Translation of Low-Resource Language, Patent Application No: 202441032018A
4. Network Security for SDN-based Cloud IoT Using Deep Learning, No.202241066487 A
5. Artificial Intelligence and IoT Based Automatic Accident Detection System Using Ai Camera, Image Processing and Machine Learning Algorithms, No. 202241070140 A
6. Artificial Intelligence and IoT-Based Automatic Smart Health Care System to Monitor and Predict All Types of Thyroid Diseases and Blood Sugar Level Using Image Processing, Cloud, And Deep Learning Algorithms, No 202241070140
7. Innovations in natural language processing for efficient data privacy and security, No.202341065260 A.
Patent Granted
8. AI enabled Digital Dissolved Oxygen Meter, No 391042-001
1. A three-arm pesticide sprayer on automatic climber, Patent No: 6396598
2. A Hybrid Logarithmic-exponential Tanh Convolutional Neural Network P- Transformer System for improving Language translation with low resource, Patent Application No: 202024104347
3. A Deep Learning Hybrid Model for Improving Machine Translation of Low-Resource Language, Patent Application No: 202441032018A
4. Network Security for SDN-based Cloud IoT Using Deep Learning, No.202241066487 A
5. Artificial Intelligence and IoT Based Automatic Accident Detection System Using Ai Camera, Image Processing and Machine Learning Algorithms, No. 202241070140 A
6. Artificial Intelligence and IoT-Based Automatic Smart Health Care System to Monitor and Predict All Types of Thyroid Diseases and Blood Sugar Level Using Image Processing, Cloud, And Deep Learning Algorithms, No 202241070140
7. Innovations in natural language processing for efficient data privacy and security, No.202341065260 A.
Patent Granted
8. AI enabled Digital Dissolved Oxygen Meter, No 391042-001
Book Published
1. Microplastic Menace: Ecological Ramifications and Solutions for a Sustainable Future M Badiger, JA Mathew, S Shetty, V Kumara, GS Shetty – Global Impacts of Micro-and Nano-Plastic Pollution, 2025
2. Super-Twisting Sliding Mode Controller with Fuzzy Logic-Based Moving Sliding Surface for Electronic Throttle Control
3. Experimental Study on a Reliable Smart Hydroponics System, Human Agro-Energy Optimization for Business and Industry, 2023-01-23 | Book chapter DOI: 10.4018/978-1-6684-4118-3.ch002
4. An AI-Integrated Green Power Monitoring System, Convergence Strategies for Green Computing and Sustainable Development 2023-12-29 | Book chapterAuthor DOI: 10.4018/979-8-3693-0338-2.ch013
2. Super-Twisting Sliding Mode Controller with Fuzzy Logic-Based Moving Sliding Surface for Electronic Throttle Control
3. Experimental Study on a Reliable Smart Hydroponics System, Human Agro-Energy Optimization for Business and Industry, 2023-01-23 | Book chapter DOI: 10.4018/978-1-6684-4118-3.ch002
4. An AI-Integrated Green Power Monitoring System, Convergence Strategies for Green Computing and Sustainable Development 2023-12-29 | Book chapterAuthor DOI: 10.4018/979-8-3693-0338-2.ch013
Certification
1. Fuzzy sets, Logic and Systems & Applications- Elite+Gold in NPTEL
2. Python for Data Science – Elite in NPTEL
3. Azure: create a REST API using NodeJS Serverless Functions – Coursera
4. Linear Regression with NumPy and Python- Coursera
5. Understanding Research Methods- Coursera
2. Python for Data Science – Elite in NPTEL
3. Azure: create a REST API using NodeJS Serverless Functions – Coursera
4. Linear Regression with NumPy and Python- Coursera
5. Understanding Research Methods- Coursera
Additional Info
Achievement if any
–
Basic Science and Humanities
- Mathematics
- Physics
- Chemistry
- Humanities
- Physical Education
MIT Kundapur
MITK offers a wide range of engineering programmes at undergraduate level and management program at post graduate level. It is located within the state-of-the-art campus at Moodlakatte, Kundapura in Karnataka.
- Moodlakatte Nagarathna Bhujanga Shetty Trust (Regd.) Moodlakatte, Kundapura Taluk Udupi District, Karnataka - 576217
IMJ Institutions
- Moodlakatte Institute of Technology
- Master of Business Administration
- Moodlakatte College of Nursing
- IMJ Institute of Science and Commerce
- Vidya Academy - Primary School
MNBS Trust
