Mr. Sripelli Jagadish

V Janarthanan, SPS Rathore, S Jagadish, P Bhardwaj. “Enhancing Marketing Strategies through Big Data-Driven Customer Journey Mapping: An Analysis Using Machine Learning Algorithms.” 2025 IEEE Madhya Pradesh Section Conference (MPCON), pp. 232–237, 2025.

MB Neelagar, TC Manjunath, RK Patra, S Jagadish, D Mazumder. “Convolutional neural network based glaucoma detection and classification using optic disc localization.” 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS), 2024.

SO Husain, S Jagadish, V Armoogum, D Siri, R Palanivel. “Analysis of machine learning and deep learning algorithms for plant disease detection and classification.” 2024 Second International Conference on Networks, Multimedia and Information Technology (NMITCON), 2024.

VS Prakash, KS Keerthi, S Jagadish, A Alkhayyat, M Soni. “An elliptic curve digital signature algorithm for securing the healthcare data using blockchain based IoT architecture.” 2024 International Conference on Data Science and Network Security (ICDSNS), pp. 1–5, 2024.

S Jagadish, G Verma, KR Anne, S Khan, HK Singh, M Bhoyar. “The Role of AI in Rational Expectations and Behavioral Economics.” 2025 International Conference on Technology Enabled Economic Changes (InTech), 2025.

J Alanya-Beltran, J Padilla-Caballero, R Pant, S Jagadish, RK Ibrahimi, et al. “Identification of cyber-attacks in IoT-based healthcare.” 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2023.

T Devi, S Jagadish, E Suganya, A Alkhayyat, M Soni. “Hybrid Convolutional Neural Network with Bi-Long Short-Term Memory Method for Detection and Classification of Transmission Line Faults.” 2024 Second International Conference on Networks, Multimedia and Information Technology (NMITCON), 2024.

P Nasra, S Gupta, S Jagadish, AR Singh, R RiadHwsein. “ResNet-50 for apple leaf disease classification: Scalable and accurate automated diagnostics.” 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025.

V Kant, S Jagadish. “Thyroid Disease Detection Through EfficientNetB2: Enhancing Early Diagnosis with Deep Learning.” 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025.

J Kaur, G Singh, S Jagadish, ZA Salami. “Indoor Greenery Identification: A ResNet-50 and SVM-Based Approach for Plant Species Recognition.” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2025.

S Jagadish, D Banerjee, S Thakur, ZA Salami. “Innovative approaches in road surface classification: Evaluating cnn and knn models.” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2025.

M Perla, S Jagadish, A Aggarwal, B Maram, R Creesy, S Das. “Flood forecasting with classical and quantum machine learning models: a comparative analysis.” 2024 International Conference on Intelligent Computing and Sustainable Innovations in Technology (IC-SIT), 2024.

RR Al-Fatlawy, P Raviprakash, GY Vybhavi, S Jagadish, SM Sundaram. “Satellite Image Classification using Convolutional Neural Network with Huber Loss Function for Land Cover Mapping in Forest Ecosystem.” 2024 International Conference on Distributed Systems, Computer Networks and Cybersecurity (ICDSCNC), 2024.

S Jagadish, P Kumar, RR Al-Fatlawy, SA Ameer. “Random Forest based Coral Reef Health Classification Using Satellite Imagery and Geographical Information System.” 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), 2024.

LH Alzubaidi, Z abed Almoussawi, S Jagadish, S Madhavan, Z Alassedi. “Autonomous Vehicle Lane Detection Using Hyperbolic Neural Network with Bi-Directional Long Short-Term Memory.” 2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC), 2023.

P Kaushik, S Dhamodharan, A Haldorai, S Jagadish, D Singh, et al. “A Supervised Machine Learning Framework for Early Detection of Man-In-The-Middle Attacks.” 2025 7th International Conference on Information Systems and Computer Networks (ISCON), 2025.

S Singla, S Jagadish, M Saxena, S Mahajan, AR Singh, R Gupta. “Automated detection of banana leaf diseases using ResNet50.” 2025 6th International Conference for Emerging Technology (INCET), pp. 1–5, 2025. S Jagadish, G Singh, J Kaur. “Military Aircraft Identification Using VGG-16: A Deep Learning Approach to Multi-Class Classification.” 2025 6th International Conference for Emerging Technology (INCET), pp. 1–5, 2025.

P Nasra, S Gupta, S Jagadish, AR Singh. “Deep learning for oral disease detection: Leveraging InceptionResNetV2 for automated diagnosis.” 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025.

S Jagadish, SH Krishna, D Sundaranarayana, HN Patel, M Tiwari, et al. “Blockchain Technology to Improve Cybersecurity: Opportunities and Challenges.” 2023 Second International Conference on Informatics (ICI), pp. 1–6, 2023.

S Singla, S Jagadish, N Sharma, M Aeri, A Rawat. “The VGG16-Based Deep Learning Framework for Multi-Class Classification for Medicinal Leaf Diseases.” 2026 International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2026.

S Jagadish, P Sharma, P Tiwari, B Kuchipudi, A Mehra. “Anomaly Detection in Electronic Health Records Using Machine Learning Techniques.” 2025 IEEE 1st International Conference on Smart Innovations in Systems, Infrastructure, Mechanical, Power, AI and Computing Technologies (SISIMPACT), 2025.

S Gore, N Shaikh, KS Sandeep, S Jagadish, L Priya, TP Priyanka. “Next-Gen Biometric Security: AI for Identity Authentication.” 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC), 2025.

M Pawar, S Joshi, RB Bhandari, S Jagadish, A Karthikayen. “Deep Learning in the Design of Nanoparticle-based Drug Formulations.” 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC), 2025.

S Jagadish, J Kaur, G Singh. “Deep Learning-Based Rice Classification Using VGG-16: A High-Accuracy Approach with Kaggle Dataset.” 2025 6th International Conference for Emerging Technology (INCET), pp. 1–6, 2025.

P Nasra, S Gupta, S Jagadish, AR Singh, R RiadHwsein. “Advanced Colon Disease Classification with EfficientNetB5: A Deep Learning Approach.” 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025.

MS SaiSree, SG Subramanya, S Jagadish, S Sureshkumar, M Al-Farouni. “Levy Flight Strategy with Chicken Swarm Optimization Algorithm for Real-Time Anomaly Detection in Cybersecurity.” 2024 International Conference on Distributed Systems, Computer Networks and Cybersecurity (ICDSCNC), 2024.

S Jagadish, RR Al-Fatlawy, A Sreejyothsna, S Salim. “Energy Harvesting in Cognitive Radio Networks using Local Search based Dingo Optimization Algorithm.” 2024 International Conference on Distributed Systems, Computer Networks and Cybersecurity (ICDSCNC), 2024.

H Alabdeli, AV Shreyas, S Jagadish, S Kodati, S Krithika. “An Efficient Determination of Buildings Based on Attention-Augmented Convolutional Networks.” 2024 International Conference on Data Science and Network Security (ICDSNS), pp. 1–4, 2024.

KRN Aswini, RR Al-Fatlawy, S Jagadish, P Ramaswamy, BPD Kumar. “An Efficient Biometric Authentication Based on Face Image using Deep Generative Adversarial Network.” 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS), 2024.

SC Padira, K AL-Attabi, S Jagadish, SM Sundaram, PD Hakim. “Optimized Routing Strategy in Mobile Sink Based WSN Using Multi-objective Osprey Optimization Algorithm.” International Conference on 6G Communications Networking and Signal Processing, 2023

MM Adnan, AC Ramachandra, R Patra, S Jagadish, AHA Hussein. “Deep Learning based Arrhythmia Classification using Orthogonal Wavelet Filtering with Moth Flame Optimization Algorithm.” 2023 International Conference on Integrated Intelligence and Communication Systems (ICIICS), 2023.

MI Habelalmateen, AHA Hussein, S Jagadish, K Ramakrishna, et al. “A heart disease classification using an improved particle swarm optimization algorithm with support vector machine classifier.” 2023 International Conference on Integrated Intelligence and Communication Systems (ICIICS), 2023.

SPS Rathore, S Jagadish, L Priya, M Balakrishnan, P Jangra, K Patel. “AI-Based Symptom Interpretation for Disease Detection and Personalized Treatment Recommendations.” Computing, Communication, and Sustainable Energy Technologies, pp. 209–212, 2027.

S Gupta, S Jagadish, S Chauhan, A Kumari, S Anjum. “Leveraging Transfer Learning for Reliable Acute Lymphoblastic Leukemia Classification from Blood Smear Images.” 2026 International Conference on Natural Language Processing and Computer…, 2026.

V Kant, S Jagadish, S Dhoundiyal, M Kumar, A Aggarwal, N Niharika. “Hierarchical Residual Feature Optimization for Large-Scale Wildlife Species Classification.” 2026 1st International Conference on Innovation & Growth in Next-Gen Intelligent Technology & Engineering (IGNITE), 2026.

S Jagadish, T Negi, G Jaitly, N Sharma, S Gupta. “Mango Leaf Disease Classification through EfficientNetB5 based Deep Learning Framework.” 2026 Fourth International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 2026.

S Singla, S Jagadish, M Aeri, A Rawat. “The ResNet50-Based Framework for Accurate Identification for Orange Fruit Diseases.” 2026 IEEE International Students’ Conference on Electrical, Electronics and Computer Science (SCEECS), 2026.

S Jagadish, S Singla, M Aeri, A Rawat. “An Efficient Deep Learning Approach for Identifying Multiple Tea Leaf Diseases.” 2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025.

S Jagadish, M Aeri, A Rawat. “Deep Learning-Driven Image Classification of Jellyfish: A CNN Model Approach.” 2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025.

S Jagadish, M Aeri, A Rawat. “Bean Leaf Lesion Classification using Fine-Tuned EfficientNetV2 for Early Disease Detection.” 2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025.

S Jagadish, S Singla, M Aeri, A Rawat. “Optimized Deep Learning Framework for Bone Fracture Classification using EfficientNetB0 Architecture.” 2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025.

S Jagadish, S Singla, M Aeri, A Rawat. “ResNet50-based Framework for Accurate Identification of Orange Fruit Diseases.” 2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025.

S Jagadish, S Singla, M Aeri, A Rawat. “A VGG16-based Deep Learning Framework for Multi-Class Classification of Medicinal Leaf Diseases.” 2025 International Conference on NexGen Networks and Cybernetics (IC2NC), 2025.

M Soumya, S Jagadish, S Bansal, B Bhushan, R Chinnaiyan, R Patel. “Deep Learning Model for Lung Cancer Detection Using Convolutional Neural Networks.” 2025 IEEE 1st International Conference on Smart Innovations in Systems, Infrastructure, Mechanical, Power, AI and Computing Technologies (SISIMPACT), 2025.

R Kulkarni, VR Gudelli, S Jagadish, S Bansal, A Haldorai, M Tamilarasi. “Cloud-Based Framework for Workload Scheduling Using Grey Wolf Optimizer.” International Conference on Artificial Intelligence and Networking, pp. 498–512, 2025.

P Kaushik, VKS Ragavan, S Jagadish, R Rathore. “Utilizing Machine Learning for the Identification and Categorization of Cardiovascular Disorders with ECG Signals and Sensor Data.” 2025 7th International Conference on Information Systems and Computer Networks (ISCON), 2025.

NL Aravinda, S Jagadish, R Rana Veer Samara Sihman Bharattej, et al. “Dynamic Spectrum Allocation Using Enhanced Reinforcement Learning Algorithm in Cognitive Radio Networks.” International Conference on 6G Communications Networking and Signal Processing, 2025.

TA Mir, S Jagadish, S Gupta, R Gupta. “Harnessing MobileNet for Accurate Classification of Respiratory Conditions: An Innovative Methodology.” 2025 6th International Conference for Emerging Technology (INCET), pp. 1–6, 2025.

V Madaan, N Sharma, S Jagadish, MH Abbas, G Sharma. “Gender Classification from Facial Features using Logistic Regression and K-Nearest Neighbors.” 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, 2025.

MK Goel, K Sharma, S Jagadish, AH Shnaeen. “Performance Analysis of Quaternary to Binary Converter Implemented Using FinFET models.” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2025.

AR Singh, G Singh, S Jagadish, AH Shnaeen. “Machine Learning for Mobile Defense: Detecting SMS Malware and Riskware on Android.” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2025.

S Jagadish, G Verma, P Agarwal, P Shrivastava, B Kaur, G Anand. “Analyzing Uzbekistan’s Export Trends: A Data-Driven Study on Annual Export Volume by Country.” 2025 International Conference on Technology Enabled Economic Changes (InTech), 2025

S Shrivastava, M Manu, S Jagadish, R Gupta. “Energy-Efficient Alarm Clock Operator: A Comparative Analysis of Artix-7 and Kintex FPGA Families.” 2024 International Conference on Artificial Intelligence and Quantum…, 2024.

R Rani, S Jagadish, M Manchanda. “Automated Classification of Lumbar Spine Degenerative Conditions Using Convolutional Neural Networks.” 2024 International Conference on Information Science and Communications…, 2024.

K Priyanka, KV Rajesh, MM Hassan, S Jagadish, MK Obaid. “A Hand Gesture Recognition Based on SqueezeNet and Octave Convolution Feature Extraction Approach.” 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), 2024.

S Jagadish, M Madanan. “Application of Crawler Algorithm for Situational Awareness in Network Security.” International Conference on Data Science, Machine Learning and Applications, 2023.

GM Ramadan, ZL Naser, S Jagadish, R Phadke, M Almusawi. “Image Manipulation Detection and Classification Using SIFT and SURF with Support Vector Machine Classifier.” 2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC), 2023.

Interests

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Student Supervision

Key Publications

Research Projects/Patents