All Stories

  1. PCAFGNet: Principal component analysis network GoogleNet for spinal cord injury classification

    Article • Biomedical Signal Processing and Control, February 2026, Elsevier

    Balajee Maram

  2. Boosting Breast Cancer Classification in Histopathological Images Through Federated Learning Techniques

    Article • December 2025, Springer Science + Business Media

    Balajee Maram

  3. Skin cancer detection using harmonic brown bear optimization enabled transfer learning

    Article • Computational Biology and Chemistry, December 2025, Elsevier

    Balajee Maram

  4. Brain tumor detection using GPT-NeoX-20B large language model-driven scaling wide residual neuron attention stage-by-stage net

    Article • International Journal of Biomathematics, November 2025, World Scientific Pub Co Pte Lt

    Balajee Maram

  5. Social Crow Search Optimization Based Deep Neural Framework for Retinopathy Screening

    Article • October 2025, Springer Science + Business Media

    Balajee Maram

  6. Social Crow Search Optimized Recurrent Models for Intelligent Skin Disease Analysis

    Article • October 2025, Springer Science + Business Media

    Balajee Maram

  7. Effective Adaptive Multilevel Modulation Technique Free Space Optical Communication

    Article • October 2025, Springer Science + Business Media

    Balajee Maram

  8. Throughput and load balancing optimization in heterogeneous networks using Red-Tailed Hawk Algorithm

    Article • Scientific Reports, October 2025, Springer Science + Business Media

    Balajee Maram

  9. Detecting hidden communication threats in cloud systems using advanced pattern and threat propagation analysis

    Article • Journal of Cloud Computing Advances Systems and Applications, October 2025, Springer Science + Business Media

    Balajee Maram

  10. Harnessing Large Language Models and EHRs for Enhanced Predictive Analytics in Personalized Healthcare

    Article • October 2025, Springer Science + Business Media

    Balajee Maram

  11. Discrete neighborhood difference pattern-based feature extraction and hybrid deep learning model for melanoma skin cancer detection

    Article • Biomedical Signal Processing and Control, September 2025, Elsevier

    Balajee Maram

  12. Hybrid Deep Maxout-VGG-16 model for brain tumour detection and classification using MRI images

    Article • Journal of Biotechnology, September 2025, Elsevier

    Balajee Maram

  13. Optimal Framework for Intelligent Prediction of Prediabetes and Type-2 Diabetes Using Genomic Data

    Article • The International Journal of Maritime Engineering, August 2025, University of Buckingham Press

    Balajee Maram

  14. Artificial Intelligence and Optimization: Perfecting Decision-Making Models

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  15. Detection Methods for Jamming and Spoofing Attacks in IoT Systems

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  16. Optimal Feature Selection for Dimensionality Reduction with Preserved Predictive Performance in High-Dimensional Data

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  17. Residual ShuffleNet with Optimization: A Novel Approach for Brain Tumor Detection in MRI Images

    Article • International Journal of Biomathematics, June 2025, World Scientific Pub Co Pte Lt

    Balajee Maram

  18. Blockchain data with Ransomware detection based on deep feed forward Maxout network

    Article • Engineering Applications of Artificial Intelligence, June 2025, Elsevier

    Balajee Maram

  19. Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer

    Article • Neurocomputing, June 2025, Elsevier

    Balajee Maram

  20. Hybrid EfficientNet feed forward neural network for ransomware detection in blockchain

    Article • Engineering Applications of Artificial Intelligence, June 2025, Elsevier

    Balajee Maram

  21. Deep Belief VGG‐16 Hybrid Model for Brain Tumor Classification Using MRI Images

    Article • NMR in Biomedicine, May 2025, Wiley

    Balajee Maram

  22. Integrating Explainability into RNNs for Amyotrophic Lateral Sclerosis Diagnosis

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  23. Particle Swarm Optimization based Explainable Deep Learning Models for Celiac Disease Prediction

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  24. Energy Efficient Clustering in Wireless Sensor Networks Using Arithmetic Optimization Algorithm

    Article • April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  25. HYBRID DEEP SPIKING RESIDUAL BELIEF NETWORK FOR INJURY DETECTION AND CLASSIFICATION

    Article • Journal of Mechanics in Medicine and Biology, April 2025, World Scientific Pub Co Pte Lt

    Balajee Maram

  26. Pyramid-KNet: Pyramid Kroneckernet-based lung cancer detection using computed tomography images

    Article • International Journal of Machine Learning and Cybernetics, March 2025, Springer Science + Business Media

    Balajee Maram

  27. Optimized Signcryption Mechanisms with SIMON and Ring Signatures for Healthcare Data Security

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  28. Comparison of SVM and Random Forest for Detection of Malicious Node in Wireless Sensor Networks

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  29. Towards Precision Medicine: Deep Learning-Based Pulmonary Tuberculosis Detection in Radiographic Imaging

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  30. Cluster Head Selection Algorithm using Machine Learning

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  31. Weighted Priority Linked Feature Subset Model with Enhanced Logistic Regression for Accurate Heart Stroke Prediction

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  32. AI Implementation for Smart Wearable

    Article • February 2025, IGI Global

    Balajee Maram, Prof. Mohit Tiwari

  33. IoT Technologies 5G and 6G

    Article • February 2025, IGI Global

    Balajee Maram

  34. An Algorithmic Approach to Intrusion Detection in Ad Hoc Wireless Networks Based on Artificial Intelligence

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  35. Transfer Learning based Analysis of Chest X-rays for Accurate Lung Disease Detection and Interpretation

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  36. A Comparative Analysis of Deep Learning and Ensemble Methods for Time Series Forecasting

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  37. 3D Modelling and Printing in Smart Transportation System

    Article • January 2025, Springer Science + Business Media

    Dr. Avinash Malladi, Balajee Maram

  38. Deep Transfer Learning for Multiclass Dermatology Classification: A Comprehensive Study

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  39. IoT-Based Secure Healthcare Framework Using Blockchain Technology with Nature-Inspired Optimization Algorithms

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  40. A Hybrid Model of Deep Transfer Learning and Feature Fusion for Diabetic Retinopathy Classification and Grading

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  41. Multi Layered Neural Network for Accurate Brain Tumor Diagnosis in MRI

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  42. Gray-Scale Edge Detection Techniques: A Survey and Comparative Analysis

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  43. Advanced Brain Tumor Classification with UNet Segmentation and Deep Maxout Classifier Techniques

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  44. Classification of Brain Tumor Types in MRI Scans Using Firefly Optimization and Parallel Convolutional Neural Networks

    Article • January 2025, Springer Science + Business Media

    Balajee Maram

  45. Protecting Medical Image Transmission: Color Secret Sharing Protocol for Enhanced Security

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  46. Comparative Analysis of Detection Techniques for Malicious Node Identification in Wireless Sensor Networks

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  47. M-Net based stacked autoencoder for ransomware detection using blockchain data

    Article • Applied Soft Computing, December 2024, Elsevier

    Balajee Maram

  48. Creative AI Approaches to Biomedical Imaging: Revolutionizing Diagnostics

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  49. Optimizing Tomato Leaf Disease Detection through Transfer Learning and Model Compression: A Comprehensive Survey

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  50. Computer Vision Techniques for Automated Detection of Wildflower Growth Stages

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  51. Flood Forecasting with Classical and Quantum Machine Learning Models: A Comparative Analysis

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  52. AI in Medicine: CNN Techniques for Pneumonia and Pandemic Pathogen Identification

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  53. Using Nature-Inspired Optimization Algorithms and Machine Learning to Optimize Hadoop Resource Scheduling

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Satish Muppidi, Balajee Maram

  54. Predictive Models of Cholesterol Levels through Protein Expression Patterns

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  55. Towards Precision Medicine: Nature-Inspired Optimization Algorithms for Personalized Cholesterol Disease Prediction

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  56. Enhancing Cryptographic Security through Recurrent Neural Networks

    Article • September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  57. Climate Resilience Enhancement, Air Pollution Detects from Images using CNN

    Article • August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  58. Identification of lung cancer using archimedes flow regime optimization enabled deep belief network

    Article • Multimedia Tools and Applications, May 2024, Springer Science + Business Media

    Balajee Maram

  59. Diabetic retinopathy detection with fundus images based on deep model enabled chronological rat swarm optimization

    Article • Multimedia Tools and Applications, April 2024, Springer Science + Business Media

    Balajee Maram

  60. An Efficient Hybrid Sequence of Retargeting Operators to Minimize Structural Deformities in Image

    Article • January 2024, Springer Science + Business Media

    Balajee Maram

  61. Exponential gannet firefly optimization algorithm enabled deep learning for diabetic retinopathy detection

    Article • Biomedical Signal Processing and Control, January 2024, Elsevier

    Balajee Maram

  62. Fractional WSD: Fractional war strategy dingo optimization with unified segmentation for detection of skin cancer

    Article • Biomedical Signal Processing and Control, January 2024, Elsevier

    Balajee Maram

  63. Multispectral and hyperspectral image fusion: a systematic analysis and review with the state of art techniques

    Article • International Journal of Bio-Inspired Computation, January 2024, Inderscience Publishers

    Balajee Maram

  64. Lightweight Cryptography based Deep Learning Techniques for Securing IoT Based E-Healthcare System

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  65. A Framework for Smart & Secure Vehicle Intelligent Life Monitoring System

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  66. A Research Study of Heart Health Monitoring Using Deep Learning and IoT

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  67. Smart System for Early Detection of Agricultural Plant Diseases in the Vegetation Period

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  68. A Framework for Encryption and Decryption Using Image Steganography

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  69. Chronological pelican remora optimization-enabled deep learning for detection of autism spectrum disorder

    Article • Signal Image and Video Processing, September 2023, Springer Science + Business Media

    Balajee Maram

  70. Autism spectrum disorder using Adam war strategy optimization enabled deep belief network

    Article • Biomedical Signal Processing and Control, September 2023, Elsevier

    Balajee Maram

  71. A Movie Recommender System with Collaborative and Content Filtering

    Article • August 2023, Bentham Science Publishers

    anupama angadi, Balajee Maram

  72. Sentiment Analysis for Movie Reviews

    Article • August 2023, Bentham Science Publishers

    Balajee Maram

  73. A study on Microservices and Application Programming Interface vulnerabilities

    Article • August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  74. Chronological horse herd optimization-based gene selection

    Article • Biomedical Signal Processing and Control, July 2023, Elsevier

    Balajee Maram

  75. Deep Fuzzy Clustering and Deep Residual Network for Prediction of Web Pages from Weblog Data with Fractional Order Based Ranking

    Article • International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, June 2023, World Scientific Pub Co Pte Lt

    Balajee Maram

  76. "Optimized CAHO-DNFN for MRI-Based Brain Tumour Classification"

    Article • The Imaging Science Journal, May 2023, Taylor & Francis

    Balajee Maram

  77. "ASCA-SqueezeNet: Detecting Image Forgery with Deep Learning"

    Article • Computers & Security, May 2023, Elsevier

    Balajee Maram

  78. "AACO: Road Accident Severity Detection with Deep LSTM"

    Article • International Journal of Pattern Recognition and Artificial Intelligence, April 2023, World Scientific Pub Co Pte Lt

    Balajee Maram

  79. "NB-SVM Hybrid Model for Predicting Cardiovascular Disease"

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  80. "Smart IoT Application for Rice Leaf Disease Classification with Optimized Deep Maxout Network"

    Article • Concurrency and Computation Practice and Experience, January 2023, Wiley

    Balajee Maram

  81. Research Study on Leukemia Detection Using Deep Learning Techniques

    Article • January 2023, Springer Science + Business Media

    Balajee Maram

  82. Resource Allocation and Optimization Scheduling Scheme of Edge Resources in Fog Computing Access Network

    Article • January 2023, Springer Science + Business Media

    Balajee Maram

  83. Skin Disease Classification Using Machine Learning and Data Mining Algorithms

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  84. "Early Pneumonia Prediction with Deep Learning and X-Rays"

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  85. IoT enabled lung cancer detection and routing algorithm using CBSOA-based ShCNN

    Article • International Journal of Adaptive Control and Signal Processing, November 2022, Wiley

    Balajee Maram

  86. "Integrating Taylor-SPBO and Deep Learning in IoT for Plant Disease Detection"

    Article • Wireless Networks, November 2022, Springer Science + Business Media

    Balajee Maram

  87. "Diabetes Prediction from Tongue Images Using Texture Features and RFC"

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  88. Secured Quantum Key Distribution Encircling Profuse Attacks and Countermeasures

    Article • September 2022, Springer Science + Business Media

    Balajee Maram

  89. "Deep Joint Segmentation for Lung Segmentation and Hybrid Optimization for Nodule Classification"

    Article • International Journal of Pattern Recognition and Artificial Intelligence, September 2022, World Scientific Pub Co Pte Lt

    Balajee Maram

  90. A Framework for Glaucoma Diagnosis Prediction Using Retinal Thickness Using Machine Learning

    Article • September 2022, Springer Science + Business Media

    Balajee Maram

  91. Dual Image-Based High Quality Digital Image Watermarking

    Article • September 2022, Springer Science + Business Media

    Balajee Maram

  92. Analysis of Road Accidents Prediction and Interpretation Using KNN Classification Model

    Article • September 2022, Springer Science + Business Media

    Balajee Maram

  93. "Lung Cancer Detection with Deep Maxout Networks and Optimization in Smart IoT"

    Article • Concurrency and Computation Practice and Experience, August 2022, Wiley

    Balajee Maram

  94. "Ar-HGSO: Deep Learning for Diabetic Retinopathy Detection and Severity Classification"

    Article • Biomedical Signal Processing and Control, August 2022, Elsevier

    Balajee Maram

  95. "GW-SPO Deep LSTM for Cancer Survival Prediction Using Gene-Expression Data"

    Article • Concurrency and Computation Practice and Experience, July 2022, Wiley

    Balajee Maram, Dr. Selva Rani B

  96. "Weed Detection Framework Using Image Processing and Machine Learning"

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  97. "FWLICM-Deep Learning: Lung Lobe Segmentation for COVID-19 Detection"

    Article • Journal of Digital Imaging, July 2022, Springer Science + Business Media

    Balajee Maram

  98. IoT and Artificial Intelligence for Healthcare Informatics: Evolving Technologies

    Article • June 2022, IGI Global

    Balajee Maram

  99. Ransomware recognition in blockchain network using water moth flame optimization-aware DRNN

    Article • Concurrency and Computation Practice and Experience, June 2022, Wiley

    Balajee Maram

  100. "Multi-Agent IDS with BSLnO Hybrid Deep Learning"

    Article • International Journal of Adaptive Control and Signal Processing, May 2022, Wiley

    Balajee Maram

  101. Prediction of Retinopathy in Diabetic Affected Persons using Deep Learning algorithms

    Article • April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  102. Convolution Neural Network System for Discriminate Drug Sampling Technique SMOTE

    Article • April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  103. Optimal DeepMRSeg based tumor segmentation with GAN for brain tumor classification

    Article • Biomedical Signal Processing and Control, April 2022, Elsevier

    Balajee Maram

  104. "CPRO-Enabled Deep Learning for Brain Tumor Classification Using MRI"

    Article • International Journal of Pattern Recognition and Artificial Intelligence, March 2022, World Scientific Pub Co Pte Lt

    Balajee Maram

  105. Robust Fraud Detection Mechanism

    Article • March 2022, Wiley

    Balajee Maram

  106. New Analytic Framework of Public Mental Health Prediction Using Data Science

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  107. Glaucoma detection using hybrid architecture based on optimal deep neuro fuzzy network

    Article • International Journal of Intelligent Systems, March 2022, Hindawi Publishing Corporation

    Balajee Maram

  108. Brain MRI Images Classifications with Deep Fuzzy Clustering and Deep Residual Network

    Article • International Journal of Computational Methods, January 2022, World Scientific Pub Co Pte Lt

    Balajee Maram

  109. "MVPO Predictor: "Deep Learning for Brain Tumor Classification and Survival Prediction with MRI"

    Article • International Journal of Pattern Recognition and Artificial Intelligence, January 2022, World Scientific Pub Co Pte Lt

    Balajee Maram

  110. Contributors

    Article • January 2022, Elsevier

    Balajee Maram

  111. "IoT and Wearable-Based Alzheimer's Detection with Stacked Sparse Autoencoder"

    Article • January 2022, Elsevier

    Balajee Maram

  112. Detection and Monitoring of Objects: Producing Range Information

    Article • January 2022, Springer Science + Business Media

    Balajee Maram

  113. Malaria Disease Prediction with Ensemble Learning Technique

    Article • January 2022, Springer Science + Business Media

    Balajee Maram

  114. Sentimental Analysis with Emojis by Using Machine Learning

    Article • January 2022, Springer Science + Business Media

    Balajee Maram

  115. Data Security And Recovery Approach Using Elliptic Curve Cryptography

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram

  116. "Optimal Deep Neuro-Fuzzy Network for Copy-Move Forgery Detection"

    Article • Computational Intelligence, November 2021, Wiley

    Balajee Maram

  117. Deep computation model to the estimation of sulphur dioxide for plant health monitoring in IoT

    Article • International Journal of Intelligent Systems, September 2021, Hindawi Publishing Corporation

    Balajee Maram

  118. Optimized deep stacked autoencoder for ransomware detection using blockchain network

    Article • International Journal of Wavelets Multiresolution and Information Processing, May 2021, World Scientific Pub Co Pte Lt

    Balajee Maram

  119. WITHDRAWN: A novel approach for image forgery detection using improved crow search algorithm

    Article • Materials Today Proceedings, February 2021, Elsevier

    Balajee Maram

  120. "Harmony Search Hawks Optimization for IoT Intrusion Detection with Deep RL & NMF"

    Article • International Journal of Wavelets Multiresolution and Information Processing, January 2021, World Scientific Pub Co Pte Lt

    Balajee Maram

  121. List of contributors

    Article • January 2021, Elsevier

    Balajee Maram

  122. Biomedical data mining for improved clinical diagnosis

    Article • January 2021, Elsevier

    Balajee Maram

  123. A FRAMEWORK FOR PERFORMANCE ANALYSIS ON MACHINE LEARNING ALGORITHMS USING COVID-19 DATASET

    Article • Advances in Mathematics Scientific Journal, September 2020, Union of Researchers of Macedonia

    Balajee Maram

  124. Innovative and efficient method of robotics for helping the Parkinson's disease patient using IoT in big data analytics

    Article • Transactions on Emerging Telecommunications Technologies, December 2019, Wiley

    Balajee Maram

  125. A Framework for Data Security using Cryptography and Image Steganography

    Article • International Journal of Innovative Technology and Exploring Engineering, September 2019, Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

    Blue Eyes Intelligence Engineering and Sciences Blue Eyes Intelligence Engineering and Sciences Publication, Balajee Maram

  126. Intelligent security algorithm for UNICODE data privacy and security in IOT

    Article • Service Oriented Computing and Applications, November 2018, Springer Science + Business Media

    Balajee Maram

  127. Bitcoin Generation using Blockchain Technology

    Article • JOIV International Journal on Informatics Visualization, April 2018, Society of Visual Informatics

    Balajee Maram

  128. Underwater Wireless Sensor Networks

    Article • JOIV International Journal on Informatics Visualization, January 2018, Society of Visual Informatics

    Balajee Maram

  129. Evaluation of Key Dependent S-Box Based Data Security Algorithm using Hamming Distance and Balanced Output

    Article • TEM Journal, February 2016, Association for Information Communication Technology Education and Science (UIKTEN)

    Balajee Maram

  130. NARSKCA: Novel and robust symmetric key cryptography algorithm

    Article • International Journal of Scientific World, September 2015, Science Publishing Corporation

    Balajee Maram

  131. Data Security for Virtual Data Centers by Commutative Key

    Article • January 2012, Springer Science + Business Media

    Balajee Maram

  132. Premptive Job Scheduling with Priorities and Starvation cum Congestion Avoidance in Clusters

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Balajee Maram