SR University

J Kolluri, VK Kotte, MSB Phridviraj, S Razia. "Reducing overfitting problem in machine learning using novel L1/4 regularization method." 2020 4th international conference on trends in electronics and informatics …, 2020.

J Kolluri, R Das. "Intelligent multimodal pedestrian detection using hybrid metaheuristic optimization with deep learning model." Image and Vision Computing 131, 104628, 2023.

J Kolluri, DS Razia, SR Nayak. "Text classification using machine learning and deep learning models." International conference on artificial intelligence in manufacturing …, 2019.

J Kolluri, SK Dash, R Das. "Plant disease identification based on multimodal learning." International Journal of Intelligent Systems and Applications in Engineering …, 2024.

G Sujatha, K Manchikanti, J Kolluri, R Vempati, RS Velamakanni, et al. "XDL-IRTS: an Intelligent and Resilient Task Scheduling in Large-Scale Cloud Environments." 2026 8th International Conference on Intelligent Sustainable Systems (ICISS …), 2026.

V Ganesh, J Kolluri, AR Maada, MH Ali, R Thota, S Nyalakonda. "Real-time video processing for ship detection using transfer learning." International Conference on Image Processing and Capsule Networks, pp. 685–703, 2022.

DVCS Rao, J Kolluri, MSB Phridviraj, SA Moeed, DC Srinivas. "Glımpse On Blockchaın Technology And Applıcatıons." IOP Conference Series: Materials Science and Engineering 981 (2), 022025, 2020.

J Kolluri, R Das. "Ship detection from satellite images with advanced deep learning model (Single shot detector (SSD))." International Conference on Frontiers of Intelligent Computing: Theory and …, 2022.

V Ganesh, J Kolluri, KV Kumar. "Diabetes prediction using logistic regression and feature normalization." 2021 International Conference on Innovative Computing, Intelligent …, 2021.

C Manjunath, K Manchikanti, J Kolluri, R Vempati, C Veena, et al. "Meta FOA: Classifying and Scheduling of IoT Tasks in Cloud Computing Environment." 2026 6th International Conference on Expert Clouds and Applications (ICOECA …), 2026.

G Sreenivasan, P Prathima, J Kolluri, K Ashok, R Vempati, SK Medishetti. "Fuzzy-DRL: Cost and Energy Efficient Task Scheduling in Cloud-Fog Computing Environment." 2026 8th International Conference on Intelligent Sustainable Systems (ICISS …), 2026.

J Kolluri, SK Dash, R Das. "MM_Fast_RCNN_ResNet: Construction of Multimodal Faster RCNN Inception and ResNet V2 for Pedestrian Tracking and detection." International Journal of Maritime Engineering 1 (1), pp. 509–520, 2024.

DS Babu, B Raju, S Swapna, J Kolluri, D Ramesh, R Bonagiri. "Dengue symptoms classification analysis with improved conditional probability decision analysis." Applied Nanoscience 13 (4), pp. 3085–3093, 2023.

K Johnson, R Das. "Multimodal Image Analysis Based Pedestrian Detection Using Optimization with Classification by Hybrid Machine Learning Model." International Journal of Image, Graphics and Signal Processing 17 (1), p. 31, 2025.

DS Rao, K Bhargavi, J Kolluri, K Siripuri, MK Singh. "A Hybrid deep learning-based Decision-making framework for Scalability and Security in Blockchain-Powered Healthcare Systems." Frontiers in Health Informatics 13 (6), p. 855, 2024.

J Kolluri, K Vinaykumar, C Srinivas, S Kiran, S Saturi, R Rajesh. "COVID-19 Detection from X-rays using Deep Learning Model." Data Engineering and Intelligent Computing: Proceedings of 5th ICICC 2021 …, 2022.

D Mounika, J Kolluri, B Sunil Srininvas, K Vinay Kumar. "Self-Supervised Transformer Framework for, Monitoring Natural Disasters." Monitoring Natural Disasters. Year not supplied.

D Mounika, J Kolluri, S Srinivas, K Siripuri. "Multimodal Spatiotemporal Neural Digital Twin Framework for Early Natural Disaster Prediction and Resilient Decision Support." 2026. Publication venue not supplied.

D Mounika, J Kolluri, S Srinivas, K Siripuri. "Dynamic Adaptive Multimodal Graph Fusion Network for Multi-Hazard Recognition Using Remote Sensing, Social Media, IoT, and Seismic Observations." 2026. Publication venue not supplied.

R Bhargavi, J Kolluri. "A Clinically Validated Explainable Federated Multi-Modal Learning Framework for Privacy Preserving Cardiac Arrhythmia Classification in Heterogeneous Data Environments." 2026 International Conference on Modern Sustainable Systems (CMSS), pp. 1–9, 2026.

V Pathapalli, J Kolluri. "A Multimodal Earth Digital Twin Framework with Causal AI for Autonomous Climate Intervention Planning." 2026 International Conference on Modern Sustainable Systems (CMSS), pp. 1035–1042, 2026.

R Sandhya, J Kolluri. "Federated Continual Meta-Learning and Graph Neural Network-Based Predictive Self-Healing Framework for Privacy-Preserving Hybrid Iot Communications." 2026 International Conference on Modern Sustainable Systems (CMSS), pp. 97–103, 2026.

B Sowmya, J Kolluri, P Shailaja. "Computer Vision-Based Stroke Lesion Detection and Prognosis Prediction Using Deep Learning." 2026 7th International Conference On Computational Vision and Bio Inspired …, 2026.

O DivyaJyothi, J Kolluri, BS Babu. "Explainable and Decision-Centric Artificial Intelligence for Multispectral Disease Detection in Precision Mint Farming." 2026 7th International Conference On Computational Vision and Bio Inspired …, 2026.

D Mounika, J Kolluri, BS Srininvas, KV Kumar. "Self-Supervised Transformer Model for Intelligent Predictive Disaster Risk Maintenance Through Early Alerts." 2026 7th International Conference On Computational Vision and Bio Inspired …, 2026.

R Sandhya, J Kolluri. "Digital Twin-Enabled Explainable Multi-Agent Deep Reinforcement Learning for Adaptive Cross-Layer Hybrid IoT Communication Networks." 2026 7th International Conference On Computational Vision and Bio Inspired …, 2026.

E Divya, J Kolluri, K Siripuri. "Multimodal Context-Enriched Visual Representation Learning for Enhanced Vision–Language Image Captioning." 2026 7th International Conference on Smart Systems and Inventive Technology …, 2026.

PK Juyal, J Kolluri, K Siripuri. "Federated generative adversarial network with hybrid transformer-GRU and explainable AI for financial fraud detection." Scientific Reports, 2026.

E Kavitha, J Kolluri, K Siripuri. "Robust Multimodal Emotion Detection via Temporal-Enhanced CAMER-PHYS with Action-Unit Graph Regularization." 2026 6th International Conference on Inventive Computation and Information …, 2026.

G Deepa, J Kolluri, K Siripuri. "Robust RGB–Thermal Pedestrian Detection with Monocular Depth Prior." 2026 6th International Conference on Inventive Computation and Information …, 2026.

E Kavitha, J Kolluri, K Siripuri. "Context-Aware Multimodal Emotion Recognition using Micro-Expression Dynamics and Vision-based Physiological Signals with Adaptive Deep Neural Fusion." 2026 6th International Conference on Inventive Computation and Information …, 2026.

VS Ranganayaki, J Kolluri, K Siripuri, PK Katukojwala. "Energy-Efficient Data Gathering in Wireless Sensor Networks Using Hybrid Oppositional Fruitfly and Bacterial Foraging Optimization." International Journal of Networked and Distributed Computing, pp. 1–1, 2026.

S Marathe, C Veena, J Kolluri, VS Kiran, SK Medishetti, R Vempati. "An Intelligent DDPG Framework for Cost-Efficient Task Scheduling in Multi-Cloud Environment." 2026 7th International Conference on Intelligent Communication Technologies …, 2026.

J Dasari, B Dhanunjaya, KV Kumar, J Kolluri, R Vempati, SK Medishetti. "QANA: Intelligent Metaheuristic Task Scheduling for ML Workloads in Cloud Environment." 2026 8th International Conference on Inventive Material Science and …, 2026.

C Veena, SK Medishetti, J Kolluri, A Vanaja, R Vempati, VS Kiran. "GAO: Intelligent Framework for Energy, Cost, and Temperature Optimization in Multi-Cloud Systems." 2026 8th International Conference on Inventive Material Science and …, 2026.

G Devibai, C Veena, KV Kumar, J Kolluri, SK Medishetti, R Vempati. "Zebra Optimization Algorithm-based Task Scheduling for Efficient Cloud-Fog Environments." 2026 International Conference on Computer Networks and Inventive …, 2026.

J Kolluri, SK Dash, R Das, A Rajamallaiah, VS Panwar, R Anand, P Bala. "Surveillance video–based pedestrian detection for smart transportation using machine learning techniques." Discover Applied Sciences 8 (4), 398, 2026.

R Vempati, J Kolluri. "Transformer-Based Intrusion Detection and Protection Systems: An Innovative Method for Reducing Cyberattacks." 2025 2nd International Conference on Intelligent Systems for Cybersecurity …, 2025.

S Chintala, S Cheepiri, V Kokkisa, J Kolluri, DS Acharya. "Transparent Parkinson’s Risk Assessment via XGBoost and SHAP Explanations." 2025 IEEE 7th International Conference on Cybernetics, Cognition and Machine …, 2025.

P Prasant, R Madamala, J Kolluri. "Optimi1zing Soil Moisture Prediction and Crop Yield Enhancement for Medicinal Plants Using Convolutional Neural Networks in Precision Agriculture." 2025 International Conference on Computing, Intelligence, and Application …, 2025.

SL Lakshmi, VR Kanth, J Kolluri. "Enhancing Text Classification with an Attention-Integrated CNN-SVM Hybrid Model." 2025 International Conference on Computing, Intelligence, and Application …, 2025.

J Kolluri, V Chandra Shekhar Rao, G Velakanti, S Kiran, S Sravanthi, et al. "Text Classification Using Deep Neural Networks." Data Engineering and Intelligent Computing: Proceedings of 5th ICICC 2021 …. Publication year not supplied.

Dr. Johnson Kolluri

Interests

Research Areas

Student Supervision

Key Publications