KUMBALA PRADEEP REDDY

@cmritonline.ac.in

ASSOCIATE PROFESSOR
CMR INSTITUTE OF TECHNOLOGY

262

Scholar Citations

8

Scholar h-index

6

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Hybrid YOLO-ARIMA Framework for Real-Time Human Detection and Flood Severity Estimation in Video Feeds
    SH Reddy, G Sanuvala, S Ruksana, KP Reddy, P Srinivas
    2026 8th International Conference on Intelligent Sustainable Systems (ICISS … , 2026
    2026
  • Deep Learning Ensemble Framework for Real-Time Traffic Accident Detection in Smart Cities with AMSE-ADM Data Augmentation
    P Himabindhu, KP Reddy, M Rajkumar, G Sanuvala, A Narendra
    2026 6th International Conference on Image Processing and Capsule Networks … , 2026
    2026
  • XAI-based Hybrid CNN-LSTM Model for Forecasting and Management of Military Supply Chains with SAR Image Data
    O Akshara, KP Reddy, K Srujanasri, G Sanuvala, A Prakash
    2026 6th International Conference on Image Processing and Capsule Networks … , 2026
    2026
  • Transformer-Integrated CNN-BiLSTM Approach for Audio Forgery Detection via MFCC Feature Analysis
    RS Deekshitha, L Bodhan, M Satish, R Rajashekar, KP Reddy
    2026 International Conference on AI-Driven Smart Systems and Ubiquitous … , 2026
    2026
  • A Significant and Debilitating Sequential CNN Algorithm for the Categorization of Complicated Diabetic Foot Ulcers
    P Sravanthi, M Lavanya, KP Reddy, K Gubbala, P Shanmugaraja
    Adaptive Technologies for Sustainable Growth, 24-30 , 2026
    2026
  • A Synergistic Approach on Time Series Forecasting With Expert and Data Driven Insights by Using Deep Ex
    G Sowjanya, KP Reddy, K Ragini, S Kumar, B Shibi
    2025 2nd International Conference on Recent Trends in Electrical … , 2025
    2025
  • Advanced Computational Models for Precision Agriculture: Deep and Reinforcement Learning for Predictive Soil Nutrient Management
    P Nagendra, CVR Reddy, KP Reddy
    2025 Third International Conference on Cyber Physical Systems, Power … , 2025
    2025
  • An AI-Driven Framework for Precision Pest Detection and Sustainable Management in Agriculture
    SA Kumar, CVR Reddy, KP Reddy
    2025 Third International Conference on Cyber Physical Systems, Power … , 2025
    2025
  • Enhancing Subtle Emotion Recognition with a Cognitive Bias-Inspired Neural Architecture
    BPR Raju, CVR Reddy, KP Reddy
    2025 Third International Conference on Cyber Physical Systems, Power … , 2025
    2025
  • Enhancing Intelligent Transport Systems through Quantum and blockchain security in vehicular networks
    G Karuna, RB Ram, M MuhsnHasan, KP Reddy, E Surya
    2025 International Conference on Computational Innovations and Engineering … , 2025
    2025
  • Implementation of Predicting Diabetes Disease Using Machine Learning Based Unified Framework
    KP Reddy, C Ramakrishna, VS Reddy, T Veeranna, S Kodati, T Benarji
    Cybernetics, Human Cognition, and Machine Learning in Communicative … , 2025
    2025
  • Designing a Novel Acoustic Communication System for High-Speed Underwater Data Transmission
    KP Reddy, K Anuradha, H Sharma, S Ananthi, M Al-Farouni, S Justin
    2024 International Conference on IoT, Communication and Automation … , 2024
    2024
    Citations: 1
  • Eyecheck Diabscan: A Productive Approach for Few-Shot Excellence in Retinopathy Diagnosis
    N Bhaskar, E Krishnaveni, SJ Rao, KP Reddy, GV Reddy, AR Reddy
    2024 Second International Conference on Advanced Computing & Communication … , 2024
    2024
  • Design and Evaluation of Plant Leaf Disease Detection Based on the CNN Classification System
    KP Ramakrishna, C., Kumar, S.J., Venkatesh, N., Reddy
    Accelerating Discoveries in Data Science and Artificial Intelligence I 421 … , 2024
    2024
  • Taxonomy of Intrusion Detection and Its Effectiveness in Internet of Things
    KPRRKR C. Ramakrishna, Sunke Srinivas
    Accelerating Discoveries in Data Science and Artificial Intelligence I 421 … , 2024
    2024
  • Artificial Hyperintelligence‐Enabled Cyber‐Physical System Control for Autonomous Vehicles
    S Srithar, E Vetrimani, KP Reddy, S Kodati, S Alagumuthukrishnan
    Smart Grids as Cyber Physical Systems: Artificial Intelligence … , 2024
    2024
    Citations: 4
  • Superpixel Driven Multispectral Image Fusion for Enhanced Remote Landscape Analysis
    F Shaik, S Karimullah, KP Reddy
    2024 Intelligent Systems and Machine Learning Conference (ISML), 498-503 , 2024
    2024
  • Revolutionizing Connectivity and Mobility for the Advancements in Vehicular Ad-Hoc Networks for Modern Challenges
    S Karimullah, F Shaik, KP Reddy
    2024 Intelligent Systems and Machine Learning Conference (ISML), 419-424 , 2024
    2024
  • Optimizing Image Quality and Information Content with NSCT-PCNN Fusion for Medical and Remote Sensing Image
    F Shaik, S Karimullah, KP Reddy, NR Gowthami
    2024 Intelligent Systems and Machine Learning Conference (ISML), 504-508 , 2024
    2024
    Citations: 1
  • UAV Position Optimization Using PSO and SWIPT
    CH Nagaraju, F Shaik, S Karimullah, KP Reddy
    2024 Intelligent Systems and Machine Learning Conference (ISML), 468-473 , 2024
    2024

MOST CITED SCHOLAR PUBLICATIONS

  • Predicting consumer behaviour with artificial intelligence
    SM Babu, PP Kumar, S Devi, KP Reddy, M Satish
    2023 IEEE 5th international conference on cybernetics, cognition and machine … , 2023
    2023
    Citations: 48
  • Detection of fake profiles on twitter using hybrid svm algorithm
    S Kodati, K Pradeep Reddy, S Mekala, PL Srinivasa Murthy, ...
    E3S web of conferences 309, 01046 , 2021
    2021
    Citations: 29
  • Artificial intelligence (AI) and the prediction of climate change impacts
    M Satish, SM Babu, PP Kumar, S Devi, KP Reddy
    2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine … , 2023
    2023
    Citations: 28
  • A hybrid neural network architecture for early detection of DDOS attacks using deep learning models
    KP Reddy, S Kodati, M Swetha, M Parimala, S Velliangiri
    2021 2nd International Conference on Smart Electronics and Communication … , 2021
    2021
    Citations: 24
  • Machine learning revolution in early disease detection for healthcare: advancements, challenges, and future prospects
    KP Reddy, M Satish, A Prakash, SM Babu, PP Kumar, BS Devi
    2023 IEEE 5th international conference on cybernetics, cognition and machine … , 2023
    2023
    Citations: 22
  • Feature selection technique-based approach for suggestion mining
    A Ramesh, KP Reddy, M Sreenivas, P Upendar
    Evolution in Computational Intelligence: Proceedings of the 9th … , 2022
    2022
    Citations: 15
  • Machine Learning-Based Intelligent Video Analytics Design Using Depth Intra Coding
    KP Reddy, S Kodati, T Veeranna, G Ravi
    Big data management in Sensing, 77-86 , 2022
    2022
    Citations: 9
  • Design a Novel IoT-Based Agriculture Automation Using Machine Learning
    G Ravi, KP Reddy, MM Rao, S Kodati, JP Kumar
    Big data management in Sensing, 149-157 , 2022
    2022
    Citations: 8
  • Term weight measures influence in information retrieval
    BVV K. Pradeep Reddy 1 *, T. Raghunadha Reddy 2,G. Apparao Naidu 3
    International Journal of Engineering & Technology 7 (2), 832-836 , 2018
    2018
    Citations: 7
  • Enhancing efficiency and productivity: IoT in industrial manufacturing
    SM Babu, PP Kumar, BS Devi, KP Reddy, M Satish, A Prakash
    2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine … , 2023
    2023
    Citations: 6
  • Detection of malicious associative affinity factor analysis for bot detection using learning automata with URL features in Twitter network
    KP Reddy, M Parimala, M Swetha, N Prathyusha
    3RD INTERNATIONAL CONFERENCE ON MANUFACTURING, MATERIAL SCIENCE AND … , 2023
    2023
    Citations: 6
  • View-Invariant Feature Representation for Action Recognition under Multiple Views
    KPRGANBV Vardhan3
    International Journal of Intelligent Engineering and Systems 12 (6), 1-13 , 2019
    2019
    Citations: 6
  • An intelligent network intrusion detection system for anomaly analyzer using machine learning for software defined networks
    KP Reddy, KR Raju, KC Mouli, M Praveen
    3RD INTERNATIONAL CONFERENCE ON MANUFACTURING, MATERIAL SCIENCE AND … , 2023
    2023
    Citations: 5
  • Network Intrusion Detection Using Machine Learning for Virtualized Data
    S Mekala, R Jatothu, S Kodati, K Pradeep Reddy, N Sreekanth
    Innovations in Signal Processing and Embedded Systems: Proceedings of … , 2022
    2022
    Citations: 5
  • Automated Skin Disease Detection Using Machine Learning Techniques
    K Bhargavi, N Vadivelan, S Kodati, CV Phani Krishna, KP Reddy
    Innovations in Signal Processing and Embedded Systems: Proceedings of … , 2022
    2022
    Citations: 5
  • Security framework connection assistance for IoT device secure data communication
    S Kodati, K Pradeep Reddy, T Veerananna, S Govinda Rao, G Anil Kumar
    E3S web of conferences 309, 01061 , 2021
    2021
    Citations: 5
  • IoT-based System for Health Monitoring of Arrhythmia Patients Using Machine Learning Classification Techniques
    S Kodati, KP Reddy, G Ravi, N Sreekanth
    International Conference on Soft Computing and Signal Processing, 283-293 , 2021
    2021
    Citations: 5
  • Analysis of heart disease data using K-means clustering algorithm in orange tool
    S Kodati, KP Reddy, G Ravi, N Sreekanth
    Intelligent Manufacturing and Energy Sustainability: Proceedings of ICIMES … , 2021
    2021
    Citations: 5
  • Impact of similarity measures in information retrieval
    KP Reddy, TR Reddy, GA Naidu, BV Vardhan
    International Journal of Computational Engineering Research 8 (6), 54-59 , 2018
    2018
    Citations: 5
  • Artificial Hyperintelligence‐Enabled Cyber‐Physical System Control for Autonomous Vehicles
    S Srithar, E Vetrimani, KP Reddy, S Kodati, S Alagumuthukrishnan
    Smart Grids as Cyber Physical Systems: Artificial Intelligence … , 2024
    2024
    Citations: 4