Iwin Thanakumar Joseph

@kluniversity.in

Associate Professor, Department of CSE
koneru lakshmaiah education foundation

Iwin Thanakumar Joseph


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https://researchid.co/iwinjoseph

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Vision and Pattern Recognition, Artificial Intelligence
80

Scopus Publications

1097

Scholar Citations

13

Scholar h-index

20

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • A comprehensive review of robotics and deep learning applications during the COVID-19 pandemic
    S Rooban, MUA Ayoobkhan, MRKM Samy
    Biomedical Signal Processing and Control 117, 109459 , 2026
    2026
  • Air Quality Prediction Using Communication-Efficient Federated Learning with Compressed Deep Learning Models
    IT Joseph, SK Perumal, G Prabaharan, D Soundaravalli, V Sarveshwaran
    2026 6th International Conference on Trends in Material Science and … , 2026
    2026
  • A Novel Stock Market Data Prediction Using Hybrid LSTM-RBFN Model
    C Selvan, S Sasikala, SIT Joseph, V Arulkumar, SR Devi
    SN Computer Science 6 (8), 953 , 2025
    2025
  • Optimizing Breast Cancer Classification: A Comparative Study of Filter Pruning, Neuron Pruning, and Knowledge Distillation
    JE Smily, IT Joseph, M Selvakumar, G Prabaharan, V Sarveshwaran
    2025 International Conference on Power, Instrumentation, Control, and … , 2025
    2025
  • A Comparative Analysis of Deep Learning Models for Heart Disease Prediction using ECG Image Data
    G Bindu, IT Joseph, M Selvakumar, M Kiruthika, V Sarveshwaran, ...
    2025 6th International Conference on Electronics and Sustainable … , 2025
    2025
  • Airguard: A Cloud-Based Dynamic Air Quality Forecasting Tool for Urban Environments
    JL Kumar, A Rajkumar, A Kumar, B Raj, B Barmavat
    2025 6th International Conference on Inventive Research in Computing … , 2025
    2025
  • CookBook-A Machine Learning-based Nutritional Analysis System Leveraging SVM for Personalized Diet Planning
    DSD Kadiyam, V Dodla, NS Kothuru, B Barmavat, KSP Karey
    2025 6th International Conference on Intelligent Communication Technologies … , 2025
    2025
  • Farming Revolution: Precision Agriculture and IoT for Sustainable Growth
    A Gopi, LR Sudha, S Iwin Thanakumar Joseph
    Smart Factories for Industry 5.0 Transformation, 299-319 , 2025
    2025
  • Enhancing photoacoustic imaging reconstruction using modified fuzzy-based CNN-BiLSTM with PSO
    S Chinnaiyan, F Azam, S Sengodan, ITJ Swamidason, S Rajendran
    Multidisciplinary Science Journal 7 (10), 2025366-2025366 , 2025
    2025
    Citations: 34
  • Enhancing soil data classification for cassava crop productivity using swarm robotics optimization (SRO) and convolutional neural networks
    A Gopi, S Lr, ITJ S
    International Journal of System Assurance Engineering and Management 16 (4 … , 2025
    2025
  • Traffic prediction using gps based cloud data through rnn-lstm-cnn models: Addressing road congestion, safety, and sustainability in smart cities
    C Selvan, R Senthil Kumar, S Iwin Thanakumar Joseph, P Malin Bruntha, ...
    SN Computer Science 6 (2), 159 , 2025
    2025
    Citations: 70
  • Resnet for blood sample detection: A study on improving diagnostic accuracy
    A Gopi, LR Sudha, JSI Thanakumar
    Salud Integral y Comunitaria, 33 , 2025
    2025
    Citations: 3
  • Prediction of Depression Levels in Girl Students Using Machine Learning Algorithms.
    L Nagisetti, M Chintapalli, N Kanugula, VV Abhishek, TJS Iwin, G Bindu
    Ingénierie des Systèmes d'Information 30 (1) , 2025
    2025
    Citations: 1
  • Enhancing the Optimization of BI-LSTM Classifier with Ensemble Methods, Regularization, and Cross-Validation Techniques for Email Spam Detection
    A Gopi, LR Sudha, JSI Thanakumar
    Multidisciplinar (Montevideo) 3, 8 , 2025
    2025
    Citations: 1
  • Novel KNN with Differentiable Augmentation for Feature-Based Detection of Cassava Leaf Disease and Mitigation of Overfitting: An Innovative Memetic Algorithm
    A Gopi, LR Sudha, JSI Thanakumar
    Data and Metadata 3, 1-. 455 , 2025
    2025
  • Retraction Note: A novel vessel detection and classification algorithm using a deep learning neural network model with morphological processing (M-DLNN)
    SIT Joseph, J Sasikala, D Sujitha Juliet
    Soft Computing 28 (Suppl 2), 845-845 , 2024
    2024
    Citations: 1
  • A Multifaceted Approach to Lung Cancer Diagnosis Using Machine Learning Techniques
    OBS Sai, D Vighnesh, NN Varshitha, P Nandhini
    2024 4th International Conference on Sustainable Expert Systems (ICSES), 658-663 , 2024
    2024
    Citations: 2
  • Ship detection and classification using hybrid optimization enabled deep learning approach by remote sensing images
    S Iwin Thanakumar Joseph, N Shanthini Pandiaraj, V Sarveshwaran, ...
    Cybernetics and Systems 55 (7), 1441-1468 , 2024
    2024
    Citations: 1
  • A Comprehensive Study on Multi-Factor Crop Yield Prediction
    P Saiteja, PL Sai, GLVS Krishna, Y Siddhardha, IT Joseph
    2024 8th International Conference on Inventive Systems and Control (ICISC … , 2024
    2024
    Citations: 3
  • Diabetes Prediction using SMOTE and Machine Learning
    MK Sarayu, SA Bhanu, K Deekshitha, M Meghana, IT Joseph
    2024 Second International Conference on Inventive Computing and Informatics … , 2024
    2024
    Citations: 3

MOST CITED SCHOLAR PUBLICATIONS

  • A review of dimensionality reduction techniques for efficient computation
    S Velliangiri, S Alagumuthukrishnan
    Procedia computer science 165, 104-111 , 2019
    2019
    Citations: 450
  • Survey of data mining algorithm’s for intelligent computing system
    SIT Joseph, I Thanakumar
    Journal of trends in Computer Science and Smart technology (TCSST) 1 (01), 14-24 , 2019
    2019
    Citations: 108
  • Traffic prediction using gps based cloud data through rnn-lstm-cnn models: Addressing road congestion, safety, and sustainability in smart cities
    C Selvan, R Senthil Kumar, S Iwin Thanakumar Joseph, P Malin Bruntha, ...
    SN Computer Science 6 (2), 159 , 2025
    2025
    Citations: 70
  • Review of Blockchain based IoT application and its security issues
    P Karthikeyyan, S Velliangiri
    2019 2nd International Conference on Intelligent Computing, Instrumentation … , 2019
    2019
    Citations: 57
  • An analysis of the significance of spring boot in the market
    M Mythily, ASA Raj, IT Joseph
    2022 international conference on inventive computation technologies (ICICT … , 2022
    2022
    Citations: 53
  • Enhancing photoacoustic imaging reconstruction using modified fuzzy-based CNN-BiLSTM with PSO
    S Chinnaiyan, F Azam, S Sengodan, ITJ Swamidason, S Rajendran
    Multidisciplinary Science Journal 7 (10), 2025366-2025366 , 2025
    2025
    Citations: 34
  • Virtual reality–a paradigm shift in education pedagogy
    SIT Joseph, SBE Raj, JM Kiyasudeen
    2020 Seventh International Conference on Information Technology Trends (ITT … , 2020
    2020
    Citations: 17
  • Retracted: Investigation of Deep Learning Schemes in Medical Application
    S Velliangiri, P Karthikeyan, IT Joseph, SAP Kumar
    2019 International Conference on Computational Intelligence and Knowledge … , 2019
    2019
    Citations: 17
  • Binarized Spiking Neural Network with blockchain based intrusion detection framework for enhancing privacy and security in cloud computing environment
    V Sarveshwaran, S Pandiaraj, G Bindu, V Ganesan, ITJ Swamidason
    Applied Soft Computing 154, 111218 , 2024
    2024
    Citations: 14
  • Classification model for heart disease prediction with feature selection through modified bee algorithm
    K Velswamy, R Velswamy, ITJ Swamidason, S Chinnaiyan
    Soft Computing 26 (23), 13049-13057 , 2022
    2022
    Citations: 14
  • Futuristic IoT based smart precision agriculture: Brief analysis
    ITJ Swamidason, S Pandiyarajan, K Velswamy, PL Jancy
    Journal of Mobile Multimedia 18 (3), 935-955 , 2022
    2022
    Citations: 13
  • Hybrid spatio-frequency domain global thresholding filter (HSFGTF) model for SAR image enhancement
    VS Iwin Thanakumar Joseph S, J Sasikala, D Sujitha Juliet
    Pattern Recognition Letters 146 (June 2021), 8-14 , 2021
    2021
    Citations: 13
  • Detection of ship from satellite images using deep convolutional neural networks with improved median filter
    SIT Joseph, J Sasikala, DS Juliet
    Artificial Intelligence Techniques for Satellite Image Analysis, 69-82 , 2019
    2019
    Citations: 13
  • Optimized Vessel Detection in Marine Environment using Hybrid Adaptive Cuckoo search algorithm
    IT Joseph, J Sasikala, DS Juliet
    Computers and Electrical Engineering 78 (08), 482 - 492 , 2019
    2019
    Citations: 13
  • A wrapper based feature selection approach using bees algorithm for extreme rainfall prediction via weather pattern recognition through svm classifier
    V Karunakaran, SI Joseph, R Teja, M Suganthi, V Rajasekar
    International Journal of Civil Engineering and Technology (IJCIET) 10 (1 … , 2019
    2019
    Citations: 13
  • Multiclass recognition of AD neurological diseases using a bag of deep reduced features coupled with gradient descent optimized twin support vector machine classifier for early …
    S Velliangiri, S Pandiaraj, ITJ S, S Muthubalaji
    Concurrency and Computation: Practice and Experience 34 (21), e7099 , 2022
    2022
    Citations: 12
  • Ship detection and recognition for offshore and inshore applications: a survey
    J Sasikala
    International Journal of Intelligent Unmanned Systems 7 (4), 177-188 , 2019
    2019
    Citations: 12
  • Exploring a filter and wrapper feature selection techniques in machine learning
    V Karunakaran, V Rajasekar, SIT Joseph
    Computational Vision and Bio-Inspired Computing: ICCVBIC 2020, 497-506 , 2021
    2021
    Citations: 11
  • Accurate segmentation for low resolution satellite images by discriminative generative adversarial network for identifying agriculture fields
    S Joseph
    Journal: Journal of Innovative Image Processing 4 (2021), 298-310 , 2021
    2021
    Citations: 10
  • Investigation of deep learning methodologies in intelligent green transportation system
    SIT Joseph, S Velliangiri, CS Chandra
    Journal of Green Engineering 10, 931-950 , 2020
    2020
    Citations: 10