All Stories

  1. Multi-modal voice feature fusion for the diagnosis of Parkinson’s disease and atypical Parkinsonian syndromes using custom deep learning

    Article • Biomedical Signal Processing and Control, January 2027, Elsevier

    Mr vinayakumar R

  2. A hybrid framework for ECG derived breathing pattern classification using signal decomposition method and AI algorithms

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

    Mr vinayakumar R

  3. Calibrated approximate nearest-neighbor retrieval for recommender systems: Fidelity, rank retention, and modality trade-offs

    Article • Information Systems, August 2026, Elsevier

    Mr vinayakumar R

  4. HEDP-WBAN: Homomorphic Encryption and Differential Privacy for Secure Edge-Based WBANs

    Article • Journal of Signal Processing Systems, March 2026, Springer Science + Business Media

    Mr vinayakumar R

  5. Multi-scale adaptive fusion network for retinal layer and fluid segmentation in optical coherence tomography B-scans

    Article • Scientific Reports, March 2026, Springer Science + Business Media

    Mr vinayakumar R

  6. Retraction Note: New Approach for Advanced Energy Efficiency in MANET (AEE-M) by Improving Optimized Link State Routing Protocol Version 2 (OLSRv2)

    Article • Wireless Personal Communications, March 2026, Springer Science + Business Media

    Mr vinayakumar R

  7. Semi-Automatic Approach Utilizing Siamese Neural Network for Forensic Voice Comparison

    Article • Franklin Open, February 2026, Elsevier

    Mr vinayakumar R

  8. Diabetic foot ulcer classification using an enhanced coordinate attention integrated ConvNext model

    Article • Physical and Engineering Sciences in Medicine, January 2026, Springer Science + Business Media

    Mr vinayakumar R

  9. AHCL: AI-based real-time hidden video stream identification platform

    Article • Journal of Asian Scientific Research, November 2025, Asian Economic and Social Society

    Mr vinayakumar R

  10. Hyperparameter Optimized Deep Learning Models for Multiclass Oral Lesion Classification in Proprietary Histopathological Image Data

    Article • Franklin Open, November 2025, Elsevier

    Mr vinayakumar R

  11. Developing an Innovative Medical Image Security Framework Based on Larger Chunk‐Adaptive Integrated AES and RSA

    Article • Security and Privacy, August 2025, Wiley

    Mr vinayakumar R

  12. Secured Data Transmission Using Quantum Cryptography for Smart Grid

    Article • Security and Privacy, August 2025, Wiley

    Mr vinayakumar R

  13. Artificial Intelligence Techniques Enabled Soil Moisture Estimation Frameworks Using Remote Sensing Satellite Images: Challenges and Future Directions‐ Review

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, June 2025, Wiley

    Mr vinayakumar R

  14. Audio and Visual Speech for the Biometric Security System

    Article • Security and Privacy, June 2025, Wiley

    Mr vinayakumar R

  15. Optimizing ICU Resource Allocation During the COVID-19 Crisis: An AI-Driven Approach

    Article • Biomedical Informatics and Smart Healthcare, June 2025, Institute of Emerging and Computer Engineers Inc

    Mr vinayakumar R

  16. Efficient feature extraction using light-weight CNN attention-based deep learning architectures for ultrasound fetal plane classification

    Article • Physical and Engineering Sciences in Medicine, May 2025, Springer Science + Business Media

    Mr vinayakumar R

  17. Comprehensive Analysis of Supervised Machine Learning Algorithms in Obfuscated Malware Detection

    Article • Security and Privacy, May 2025, Wiley

    Mr vinayakumar R

  18. Message digest and blockchain based chaotic ordered cyber secured cloud of things for smart health care

    Article • Peer-to-Peer Networking and Applications, May 2025, Springer Science + Business Media

    Mr vinayakumar R

  19. A Dual CT Image Denoising Approach Using Guided Filter and Method-Based Noise in the NSST Domain

    Article • The Open Bioinformatics Journal, April 2025, Bentham Science Publishers

    Mr vinayakumar R

  20. Identification of Suspect Using Transformer and Cosine Similarity Model for Forensic Voice Comparison

    Article • Security and Privacy, April 2025, Wiley

    Mr vinayakumar R

  21. Predictive Analysis of Parkinson's Disease Using Machine Learning

    Article • The Open Bioinformatics Journal, March 2025, Bentham Science Publishers

    Mr vinayakumar R

  22. An efficient and resilience linear prefix approach for mining maximal frequent itemset using clustering

    Article • Journal of Safety Science and Resilience, March 2025, Elsevier

    Mr vinayakumar R

  23. Face Recognition in Unconstrained Images Using Deep Learning Model for Forensics

    Article • Security and Privacy, March 2025, Wiley

    Mr vinayakumar R

  24. A High‐Security Chaotic Encryption Model for Biomedical Image Protection

    Article • Security and Privacy, February 2025, Wiley

    Mr vinayakumar R

  25. A Graded Node-Dependent Allocation Method for Energy Scavenging in Wireless Sensor Networks

    Article • Wireless Personal Communications, February 2025, Springer Science + Business Media

    Mr vinayakumar R

  26. Multimodal Skin Cancer Prediction: Integrating Dermoscopic Images and Clinical Metadata with Transfer Learning

    Article • The Open Bioinformatics Journal, January 2025, Bentham Science Publishers

    VIDHUSHAVARSHINI S, Mr vinayakumar R

  27. A privacy preserving batch audit scheme for IoT based cloud data storage

    Article • Peer-to-Peer Networking and Applications, January 2025, Springer Science + Business Media

    Mr vinayakumar R

  28. A robust accent classification system based on variational mode decomposition

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

    Mr vinayakumar R

  29. Accurate Estimation of Cargo Power Using Machine Learning Algorithms

    Article • January 2025, Springer Science + Business Media

    Mr vinayakumar R

  30. Enhanced machine learning models for accurate breast cancer mammogram classification

    Article • Global Transitions, January 2025, Elsevier

    Mr vinayakumar R

  31. Lightweight Generative Model for Synthetic Biomedical Images with Enhanced Quality

    Article • January 2025, Springer Science + Business Media

    Mr vinayakumar R

  32. Pediatric Dental Disease Detection Using X-Ray Image Enhancements and Deep Learning Algorithms

    Article • January 2025, Springer Science + Business Media

    Mr vinayakumar R

  33. VGG-16 based Deep Learning Approach for Cephalometric Landmark Detection

    Article • The Open Public Health Journal, November 2024, Bentham Science Publishers

    Mr vinayakumar R

  34. Blockchain Technology for Agriculture Supply Chain Management

    Article • November 2024, Taylor & Francis

    Mr vinayakumar R

  35. Role and Impact of Method Noise on CT Image Denoising

    Article • The Open Bioinformatics Journal, November 2024, Bentham Science Publishers

    Mr vinayakumar R

  36. Condition Generative Adversarial Network Deep Learning Model for Accurate Segmentation and Volumetric Measurement to Detect Mucormycosis from Lung CT Images

    Article • The Open Public Health Journal, November 2024, Bentham Science Publishers

    Mr vinayakumar R

  37. A New-fangled Classification Algorithm for Medical Heart Diseases Analysis using Wavelet Transforms

    Article • The Open Public Health Journal, November 2024, Bentham Science Publishers

    Mr vinayakumar R

  38. Multiclass Classification of Tomato Leaf Diseases Using Convolutional Neural Networks and Transfer Learning

    Article • Journal of Phytopathology, November 2024, Wiley

    Mr vinayakumar R

  39. Wildfire CNN: An Enhanced Wildfire Detection Model Leveraging CNN and VIIRS in Indian Context

    Article • The Open Civil Engineering Journal, October 2024, Bentham Science Publishers

    Mr vinayakumar R

  40. Integrating Radial Basis Networks and Deep Learning for Transportation

    Article • The Open Transportation Journal, October 2024, Bentham Science Publishers

    Mr vinayakumar R

  41. Security of Magnetic Resonance Medical Images using Region-based Lossless Image Compression in Healthcare Information Systems

    Article • The Open Public Health Journal, October 2024, Bentham Science Publishers

    Mr vinayakumar R

  42. Retraction Note: Detection of shilling attack in recommender system for YouTube video statistics using machine learning techniques

    Article • Soft Computing, October 2024, Springer Science + Business Media

    Mr vinayakumar R

  43. An overview of current developments and methods for identifying diabetic foot ulcers: A survey

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, October 2024, Wiley

    Mr vinayakumar R

  44. An efficient iterative pseudo point elimination technique to represent the shape of the digital image boundary

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

    Mr vinayakumar R

  45. Genetic algorithms and deep learning for unique facial landmark-based key generation

    Article • Computers & Electrical Engineering, September 2024, Elsevier

    Mr vinayakumar R

  46. Deep hybrid approach with sequential feature extraction and classification for robust malware detection

    Article • Egyptian Informatics Journal, September 2024, Elsevier

    Mr vinayakumar R

  47. CAST2-Zone Wise Disease Outbreak Control Model for SARS-Cov 2

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

    Mr vinayakumar R

  48. FaceNet – A Framework for Age Variation Facial Digital Images

    Article • ICST Transactions on Scalable Information Systems, July 2024, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Mr vinayakumar R

  49. Optimizing energy harvesting with diversity in cooperative simultaneous wireless information and power transfer systems

    Article • International Journal of Communication Systems, July 2024, Wiley

    Mr vinayakumar R

  50. Plant Leaf Disease Detection and Classification Using Segmentation Encoder Techniques

    Article • The Open Agriculture Journal, July 2024, Bentham Science Publishers

    Mr vinayakumar R

  51. A machine learning based prediction of reaction parameters on reaction kinetics for treatment of industrial wastewater

    Article • Desalination and Water Treatment, July 2024, Elsevier

    Mr vinayakumar R, Prof. Dr. Sandeep Poddar

  52. Editorial: Artificial intelligence-assisted medical imaging solutions for integrating pathology and radiology automated systems

    Article • Frontiers in Medicine, June 2024, Frontiers

    Mr vinayakumar R

  53. Tongue image fusion and analysis of thermal and visible images in diabetes mellitus using machine learning techniques

    Article • Scientific Reports, June 2024, Springer Science + Business Media

    Mr vinayakumar R

  54. Unsupervised intrusion detection system for in-vehicle communication networks

    Article • Journal of Safety Science and Resilience, June 2024, Elsevier

    Mr vinayakumar R

  55. Classification of Various Plant Leaf Disease Using Pretrained Convolutional Neural Network On Imagenet

    Article • The Open Agriculture Journal, May 2024, Bentham Science Publishers

    Mr vinayakumar R

  56. Diagnosis of Lymphatic Metastasis in Breast Cancer Using Nanoparticle Technology - Diagnosis, Therapy, Imaging, Treatment

    Article • The Open Neuroimaging Journal, May 2024, Bentham Science Publishers

    Mr vinayakumar R

  57. Virtual Analysis for Spinal Cord Injury Rehabilitation

    Article • The Open Biomedical Engineering Journal, May 2024, Bentham Science Publishers

    Mr vinayakumar R

  58. Unsupervised generative learning-based decision-making system for COVID-19 detection

    Article • Health and Technology, May 2024, Springer Science + Business Media

    Mr vinayakumar R

  59. Iris Recognition based on Statistically Bound Spatial Domain Zero Crossing and Neural Networks

    Article • The Open Bioinformatics Journal, May 2024, Bentham Science Publishers

    Mr vinayakumar R

  60. Transformer based ensemble deep learning approach for remote sensing natural scene classification

    Article • International Journal of Remote Sensing, May 2024, Taylor & Francis

    Mr vinayakumar R

  61. FDUM-Net: An enhanced FPN and U-Net architecture for skin lesion segmentation

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

    Mr vinayakumar R

  62. Towards Early Intervention: Detecting Parkinson's Disease through Voice Analysis with Machine Learning

    Article • The Open Biomedical Engineering Journal, April 2024, Bentham Science Publishers

    Mr vinayakumar R

  63. Deep fine-tuned efficientNetV2 ensemble deep learning approach for pediatric pneumonia detection using chest radiographs

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, April 2024, IOS Press

    Mr vinayakumar R

  64. Deep transfer learning technique to detect white blood cell classification in regular clinical practice using histopathological images

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

    Mr vinayakumar R

  65. Navigating the Future of Secure and Efficient Intelligent Transportation Systems using AI and Blockchain

    Article • The Open Transportation Journal, March 2024, Bentham Science Publishers

    Mr vinayakumar R, Bentham Editorial

  66. Optimizing time prediction and error classification in early melanoma detection using a hybrid RCNN‐LSTM model

    Article • Microscopy Research and Technique, March 2024, Wiley

    Mr vinayakumar R

  67. DEEPSCAN: Integrating Vision Transformers for Advanced Skin Lesion Diagnostics

    Article • The Open Dermatology Journal, March 2024, Bentham Science Publishers

    Mr vinayakumar R

  68. DONAPP: A Centralized Platform for Bridging the Gap between Donors and Recipients

    Article • The Open Nursing Journal, March 2024, Bentham Science Publishers

    Mr vinayakumar R

  69. E-voting system using cloud-based hybrid blockchain technology

    Article • Journal of Safety Science and Resilience, March 2024, Elsevier

    Mr vinayakumar R

  70. Empowering Crop Selection with Ensemble Learning and K-means Clustering: A Modern Agricultural Perspective

    Article • The Open Agriculture Journal, February 2024, Bentham Science Publishers

    Mr vinayakumar R

  71. A Lightweight Cooperative Intrusion Detection System for RPL-based IoT

    Article • Wireless Personal Communications, February 2024, Springer Science + Business Media

    Mr vinayakumar R

  72. Secure and resilient improved image steganography using hybrid fuzzy neural network with fuzzy logic

    Article • Journal of Safety Science and Resilience, January 2024, Elsevier

    Mr vinayakumar R

  73. A tweet sentiment classification approach using an ensemble classifier

    Article • International Journal of Cognitive Computing in Engineering, January 2024, Elsevier

    Mr vinayakumar R

  74. A novel chaotic binary butterfly optimization algorithm based feature selection model for classification of autism spectrum disorder

    Article • International Journal of Applied Mathematics and Computer Science, January 2024, Uniwersytet Zielonogórski

    Mr vinayakumar R

  75. Mean Teacher Model with Consistency Regularization for Semi-supervised Detection of COVID-19 Using Cough Recordings

    Article • January 2024, Springer Science + Business Media

    Mr vinayakumar R

  76. Transformer-based convolutional neural network approach for remote sensing natural scene classification

    Article • Remote Sensing Applications Society and Environment, January 2024, Elsevier

    Mr vinayakumar R

  77. Medical Data Analysis Meets Artificial Intelligence (AI) and Internet of Medical Things (IoMT)

    Article • Bioengineering, November 2023, MDPI AG

    Mr vinayakumar R

  78. Microwave Combustion Synthesis of La1-xGdxFeO3 (x = 0 to 0.25) Nanoparticles: Structural, Magnetic, Vibrational, Morphology and Optical Behavior

    Article • Journal of Inorganic and Organometallic Polymers and Materials, November 2023, Springer Science + Business Media

    Mr vinayakumar R

  79. Apple foliar leaf disease detection through improved capsule neural network architecture

    Article • Multimedia Tools and Applications, November 2023, Springer Science + Business Media

    Mr vinayakumar R

  80. Hybrid cloud storage system with enhanced multilayer cryptosystem for secure deduplication in cloud

    Article • International Journal of Intelligent Networks, November 2023, Elsevier

    Mr vinayakumar R

  81. Decision-making Support System for Predicting and Eliminating Malnutrition and Anemia

    Article • The Open Bioinformatics Journal, October 2023, Bentham Science Publishers

    Mr vinayakumar R

  82. A New Deep Learning Model based on Neuroimaging for Predicting Alzheimer's Disease

    Article • The Open Bioinformatics Journal, October 2023, Bentham Science Publishers

    Mr vinayakumar R

  83. Deep learning-based network intrusion detection in smart healthcare enterprise systems

    Article • Multimedia Tools and Applications, October 2023, Springer Science + Business Media

    Mr vinayakumar R

  84. Intelligent leather defect classification using Fourier angular radial partitioning algorithm with ensemble classifier

    Article • Multimedia Tools and Applications, October 2023, Springer Science + Business Media

    Mr vinayakumar R

  85. Electronic Health Record (EHR) System Development for Study on EHR Data-based Early Prediction of Diabetes Using Machine Learning Algorithms

    Article • The Open Bioinformatics Journal, October 2023, Bentham Science Publishers

    Mr vinayakumar R

  86. Audiovisual speech recognition based on a deep convolutional neural network

    Article • Data Science and Management, October 2023, Elsevier

    Mr vinayakumar R

  87. Region Based Medical Image Encryption Using Advanced Zigzag Transform and 2D Logistic Sine Map (2DLSM)

    Article • International Journal of Cognitive Computing in Engineering, October 2023, Elsevier

    Mr vinayakumar R

  88. Bird species recognition using spiking neural network along with distance based fuzzy co-clustering

    Article • International Journal of Speech Technology, September 2023, Springer Science + Business Media

    Mr vinayakumar R

  89. Two-stage deep learning model for automate detection and classification of lung diseases

    Article • Soft Computing, September 2023, Springer Science + Business Media

    Mr vinayakumar R

  90. Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures

    Article • Engineering Applications of Artificial Intelligence, August 2023, Elsevier

    Mr vinayakumar R

  91. Analysis of Subfeature for Classification in Data Mining

    Article • IEEE Transactions on Engineering Management, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  92. Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram

    Article • IEEE Transactions on Engineering Management, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  93. Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest CT and X-Ray Images

    Article • IEEE Transactions on Engineering Management, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  94. Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia

    Article • IEEE Transactions on Engineering Management, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  95. Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: COVID-19 Autoannotation Use Case

    Article • IEEE Transactions on Engineering Management, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  96. Deep learning-based approach for multi-stage diagnosis of Alzheimer’s disease

    Article • Multimedia Tools and Applications, July 2023, Springer Science + Business Media

    Mr vinayakumar R

  97. Artificial intelligence enabled Luong Attention and Hosmer Lemeshow Regression Window‐based attack detection in 6G

    Article • International Journal of Communication Systems, July 2023, Wiley

    Mr vinayakumar R

  98. Intelligence Amplification-Based Smart Health Record Chain for Enterprise Management System

    Article • Information, May 2023, MDPI AG

    Mr vinayakumar R

  99. A robust malware traffic classifier to combat security breaches in industry 4.0 applications

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

    Mr vinayakumar R

  100. Diagnosis system for cancer disease using a single setting approach

    Article • Multimedia Tools and Applications, May 2023, Springer Science + Business Media

    Mr vinayakumar R

  101. Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network

    Article • Multimedia Tools and Applications, May 2023, Springer Science + Business Media

    Mr vinayakumar R

  102. Feature and Subfeature Selection for Classification Using Correlation Coefficient and Fuzzy Model

    Article • IEEE Transactions on Engineering Management, May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  103. Tensor Decomposition of Largest Convolutional Eigenvalues Reveals Pathologic Predictive Power of RhoB in Rectal Cancer Biopsy

    Article • American Journal Of Pathology, May 2023, Elsevier

    Mr vinayakumar R

  104. Machine learning implementation to predict type-2 diabetes mellitus based on lifestyle behaviour pattern using HBA1C status

    Article • Health and Technology, April 2023, Springer Science + Business Media

    Mr vinayakumar R

  105. Real time health care big data analytics model for improved QoS in cardiac disease prediction with IoT devices

    Article • Health and Technology, April 2023, Springer Science + Business Media

    Mr vinayakumar R

  106. CE2RV: Commissioned energy‐efficient virtualization for large‐scale heterogeneous wireless sensor networks

    Article • International Journal of Communication Systems, March 2023, Wiley

    Mr vinayakumar R

  107. Visual Speech Recognition for Kannada Language Using VGG16 Convolutional Neural Network

    Article • Acoustics, March 2023, MDPI AG

    Mr vinayakumar R

  108. An Integrated Framework with Deep Learning for Segmentation and Classification of Cancer Disease

    Article • International Journal on Artificial Intelligence Tools, March 2023, World Scientific Pub Co Pte Lt

    Mr vinayakumar R

  109. An Efficient Framework to Detect Intracranial Hemorrhage Using Hybrid Deep Neural Networks

    Article • Brain Sciences, February 2023, MDPI AG

    Mr vinayakumar R

  110. A Non-Conventional Review on Multi-Modality-Based Medical Image Fusion

    Article • Diagnostics, February 2023, MDPI AG

    Mr vinayakumar R

  111. Multi-Lexicon Classification and Valence-Based Sentiment Analysis as Features for Deep Neural Stock Price Prediction

    Article • Sci, February 2023, MDPI AG

    Mr vinayakumar R

  112. Feature Extraction Using a Residual Deep Convolutional Neural Network (ResNet-152) and Optimized Feature Dimension Reduction for MRI Brain Tumor Classification

    Article • Diagnostics, February 2023, MDPI AG

    Mr vinayakumar R

  113. Survival study on deep learning techniques for IoT enabled smart healthcare system

    Article • Health and Technology, February 2023, Springer Science + Business Media

    Mr vinayakumar R

  114. A multi-view feature fusion approach for effective malware classification using Deep Learning

    Article • Journal of Information Security and Applications, February 2023, Elsevier

    Mr vinayakumar R

  115. Efficient SCAN and Chaotic Map Encryption System for Securing E-Healthcare Images

    Article • Information, January 2023, MDPI AG

    Mr vinayakumar R

  116. Deep Learning Approach for SDN-Enabled Intrusion Detection System in IoT Networks

    Article • Information, January 2023, MDPI AG

    Mr vinayakumar R

  117. A survey on Blockchain solutions in DDoS attacks mitigation: Techniques, open challenges and future directions

    Article • Computer Communications, January 2023, Elsevier

    Mr vinayakumar R

  118. Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning

    Article • IEEE Transactions on Engineering Management, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  119. Unsupervised Deep Learning Approach for In-Vehicle Intrusion Detection System

    Article • IEEE Consumer Electronics Magazine, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  120. Centralized CNN–GRU Model by Federated Learning for COVID-19 Prediction in India

    Article • IEEE Transactions on Computational Social Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  121. LPCOCN: A Layered Paddy Crop Optimization-Based Capsule Network Approach for Anomaly Detection at IoT Edge

    Article • Information, December 2022, MDPI AG

    Mr vinayakumar R

  122. Fault tolerance aware workload resource management technique for real‐time workload in heterogeneous computing environment

    Article • Transactions on Emerging Telecommunications Technologies, December 2022, Wiley

    Mr vinayakumar R

  123. EfficientNet deep learning meta-classifier approach for image-based android malware detection

    Article • Multimedia Tools and Applications, December 2022, Springer Science + Business Media

    Mr vinayakumar R

  124. Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images

    Article • Neural Computing and Applications, December 2022, Springer Science + Business Media

    Mr vinayakumar R

  125. Attention Cost-Sensitive Deep Learning-Based Approach for Skin Cancer Detection and Classification

    Article • Cancers, November 2022, MDPI AG

    Mr vinayakumar R

  126. Wide-ranging approach-based feature selection for classification

    Article • Multimedia Tools and Applications, November 2022, Springer Science + Business Media

    Mr vinayakumar R

  127. Noise Suppression and Edge Preservation for Low-Dose COVID-19 CT Images Using NLM and Method Noise Thresholding in Shearlet Domain

    Article • Diagnostics, November 2022, MDPI AG

    Mr vinayakumar R

  128. Data mining in predicting liver patients using classification model

    Article • Health and Technology, November 2022, Springer Science + Business Media

    Mr vinayakumar R

  129. Breast cancer image analysis using deep learning techniques – a survey

    Article • Health and Technology, October 2022, Springer Science + Business Media

    Mr vinayakumar R

  130. Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures

    Article • Multimedia Tools and Applications, October 2022, Springer Science + Business Media

    Mr vinayakumar R

  131. A Particle Swarm Optimization and Deep Learning Approach for Intrusion Detection System in Internet of Medical Things

    Article • Sustainability, October 2022, MDPI AG

    Mr vinayakumar R

  132. Predictive analytics of COVID-19 cases and tourist arrivals in ASEAN based on covid-19 cases

    Article • Health and Technology, October 2022, Springer Science + Business Media

    Mr vinayakumar R

  133. Attention‐based convolutional neural network deep learning approach for robust malware classification

    Article • Computational Intelligence, September 2022, Wiley

    Mr vinayakumar R

  134. Recurrent deep learning-based feature fusion ensemble meta-classifier approach for intelligent network intrusion detection system

    Article • Computers & Electrical Engineering, September 2022, Elsevier

    Mr vinayakumar R

  135. Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification

    Article • Journal of Information Security and Applications, September 2022, Elsevier

    Mr vinayakumar R

  136. A Review of Security Vulnerabilities in Industry 4.0 Application and the Possible Solutions Using Blockchain

    Article • August 2022, Taylor & Francis

    Mr vinayakumar R

  137. Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture

    Article • Future Internet, August 2022, MDPI AG

    Mr vinayakumar R

  138. Development of secrete images in image transferring system

    Article • Multimedia Tools and Applications, August 2022, Springer Science + Business Media

    Mr vinayakumar R

  139. Correction to: Disease analysis using machine learning approaches in healthcare system

    Article • Health and Technology, August 2022, Springer Science + Business Media

    Mr vinayakumar R

  140. CovMnet–Deep Learning Model for classifying Coronavirus (COVID-19)

    Article • Health and Technology, August 2022, Springer Science + Business Media

    Dr Manikandan Ramachandran, Mr vinayakumar R

  141. Disease analysis using machine learning approaches in healthcare system

    Article • Health and Technology, August 2022, Springer Science + Business Media

    Mr vinayakumar R

  142. A Multi-View attention-based deep learning framework for malware detection in smart healthcare systems

    Article • Computer Communications, August 2022, Elsevier

    Mr vinayakumar R

  143. A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images

    Article • Cluster Computing, July 2022, Springer Science + Business Media

    Mr vinayakumar R

  144. Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer

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

    Mr vinayakumar R

  145. Multi-objective optimization-based privacy in data mining

    Article • Cluster Computing, July 2022, Springer Science + Business Media

    Mr vinayakumar R

  146. K-Means Clustering Approach for Intelligent Customer Segmentation Using Customer Purchase Behavior Data

    Article • Sustainability, June 2022, MDPI AG

    Mr vinayakumar R

  147. Influence of Spectral Bands on Satellite Image Classification using Vision Transformers

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

    Mr vinayakumar R

  148. Influence of Spectral Bands on Satellite Image Classification using Vision Transformers

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

    Mr vinayakumar R

  149. Odonata identification using Customized Convolutional Neural Networks

    Article • Expert Systems with Applications, June 2022, Elsevier

    Mr vinayakumar R

  150. Machine learning approach for anxiety and sleep disorders analysis during COVID-19 lockdown

    Article • Health and Technology, May 2022, Springer Science + Business Media

    Mr vinayakumar R

  151. A two‐stage deep learning framework for image‐based android malware detection and variant classification

    Article • Computational Intelligence, May 2022, Wiley

    Mr vinayakumar R

  152. Computer-aided diagnosis of COVID-19 from chest X-ray images using histogram-oriented gradient features and Random Forest classifier

    Article • Multimedia Tools and Applications, May 2022, Springer Science + Business Media

    Dr Manikandan Ramachandran, Mr vinayakumar R

  153. Deep Learning based Cross Architecture Internet of Things malware Detection and Classification

    Article • Computers & Security, May 2022, Elsevier

    Mr vinayakumar R

  154. DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection

    Article • Multimedia Tools and Applications, April 2022, Springer Science + Business Media

    Dr Madhu Golla, Dr. Manoj Kumar, Mr vinayakumar R

  155. Neighborhood rough set‐based route selection for mobile ad hoc networks

    Article • International Journal of Communication Systems, April 2022, Wiley

    Mr vinayakumar R

  156. Hybrid optimization algorithm based feature selection for mammogram images and detecting the breast mass using multilayer perceptron classifier

    Article • Computational Intelligence, April 2022, Wiley

    Mr vinayakumar R

  157. EfficientNet convolutional neural networks-based Android malware detection

    Article • Computers & Security, April 2022, Elsevier

    Mr vinayakumar R

  158. New Approach for Advanced Energy Efficiency in MANET (AEE-M) by Improving Optimized Link State Routing Protocol Version 2 (OLSRv2)

    Article • Wireless Personal Communications, March 2022, Springer Science + Business Media

    Mr vinayakumar R

  159. A cost‐sensitive deep learning‐based meta‐classifier for pediatric pneumonia classification using chest X‐rays

    Article • Expert Systems, March 2022, Wiley

    Mr vinayakumar R

  160. A dual‐band circular patch antenna using hexagon‐shaped slots

    Article • International Journal of Communication Systems, February 2022, Wiley

    Mr vinayakumar R

  161. Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN

    Article • Multimedia Tools and Applications, February 2022, Springer Science + Business Media

    Mr vinayakumar R

  162. Improving routing disruption attack detection in MANETs using efficient trust establishment

    Article • Transactions on Emerging Telecommunications Technologies, January 2022, Wiley

    Mr vinayakumar R

  163. Healthcare Applications Using Blockchain Technology: Motivations and Challenges

    Article • IEEE Transactions on Engineering Management, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  164. Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems

    Article • IEEE Transactions on Computational Social Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  165. A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges

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

    Mr vinayakumar R

  166. Classification of IHC Images of NATs with ResNet-FRP-LSTM for Predicting Survival Rates of Rectal Cancer Patients

    Article • IEEE Journal of Translational Engineering in Health and Medicine, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  167. A deep learning approach for detecting the behaviour of people having personality disorders towards COVID-19 from Twitter

    Article • International Journal of Computational Science and Engineering, January 2022, Inderscience Publishers

    Mr vinayakumar R

  168. Multi-Criteria Fuzzy-Based Decision Making Algorithm to Optimize the VHO Performance in Hetnets

    Article • Computers Materials & Continua, January 2022, Computers, Materials and Continua (Tech Science Press)

    Mr vinayakumar R

  169. Attention deep learning‐based large‐scale learning classifier for Cassava leaf disease classification

    Article • Expert Systems, November 2021, Wiley

    Mr vinayakumar R

  170. Tensor Decomposition of Largest Convolutional Eigenvalues Reveals Pathological Predictive Power of RhoB in Rectal Cancer Biopsy

    Article • October 2021, Research Square

    Mr vinayakumar R

  171. Deep Learning for Cyber Security Applications: A Comprehensive Survey

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

    Mr vinayakumar R

  172. Deep Learning for Cyber Security Applications: A Comprehensive Survey

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

    Mr vinayakumar R

  173. Stegomalware: A Systematic Survey of Malware Hiding and Detection in Images, Machine Learning Models and Research Challenges

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

    Mr vinayakumar R

  174. Stegomalware: A Systematic Survey of Malware Hiding and Detection in Images, Machine Learning Models and Research Challenges

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

    Mr vinayakumar R

  175. A deep learning approach for detecting the behavior of people having personality disorders towards Covid-19 from Twitter

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

    Mr vinayakumar R

  176. A deep learning approach for detecting the behavior of people having personality disorders towards Covid-19 from Twitter

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

    Mr vinayakumar R

  177. A hybrid optimization algorithm‐based feature selection for thyroid disease classifier with rough type‐2 fuzzy support vector machine

    Article • Expert Systems, September 2021, Wiley

    Mr vinayakumar R, VIDHUSHAVARSHINI S

  178. Improved K-Means Based Q Learning Algorithm for Optimal Clustering and Node Balancing in WSN

    Article • Wireless Personal Communications, September 2021, Springer Science + Business Media

    Mr vinayakumar R

  179. A self-congruence and impulse buying effect on user’s shopping behaviour over social networking sites: an empirical study

    Article • International Journal of Pervasive Computing and Communications, July 2021, Emerald

    Mr vinayakumar R

  180. Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images

    Article • Multimedia Systems, July 2021, Springer Science + Business Media

    Mr vinayakumar R

  181. A novel approach of localization with Single Mobile Anchor using Salp Swarm Algorithm in Wireless Sensor Networks

    Article • June 2021, Research Square

    Mr vinayakumar R

  182. REERS: Reliable and energy‐efficient route selection algorithm for heterogeneous Internet of things applications

    Article • International Journal of Communication Systems, June 2021, Wiley

    Mr vinayakumar R

  183. A Review on Android Malware: Attacks, Countermeasures and Challenges Ahead

    Article • Journal of Cyber Security and Mobility, March 2021, River Publishers

    Mr vinayakumar R

  184. A Survey of Search Algorithms for Peer-to-Peer File Sharing Applications in Mobile Computing Infrastructure

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

    Mr vinayakumar R

  185. A Survey of Search Algorithms for Peer-to-Peer File Sharing Applications in Mobile Computing Infrastructure

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

    Mr vinayakumar R

  186. A study of the resource discovery approaches in Mobile Peer-to-Peer Networks

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

    Mr vinayakumar R

  187. A study of the resource discovery approaches in Mobile Peer-to-Peer Networks

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

    Mr vinayakumar R

  188. An intrusion detection system using optimized deep neural network architecture

    Article • Transactions on Emerging Telecommunications Technologies, February 2021, Wiley

    Mr vinayakumar R

  189. Detection of shilling attack in recommender system for YouTube video statistics using machine learning techniques

    Article • Soft Computing, January 2021, Springer Science + Business Media

    Mr vinayakumar R

  190. Robust Malware Detection using Residual Attention Network

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

    Mr vinayakumar R

  191. Analytical Comparison of Resource Search Algorithms in Non-DHT Mobile Peer-to-Peer Networks

    Article • Computers Materials & Continua, January 2021, Computers, Materials and Continua (Tech Science Press)

    Mr vinayakumar R

  192. Mathematical Model Validation of Search Protocols in MP2P Networks

    Article • Computers Materials & Continua, January 2021, Computers, Materials and Continua (Tech Science Press)

    Mr vinayakumar R

  193. Robust Malware Detection using Residual Attention Network

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  194. Robust Malware Detection using Residual Attention Network

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  195. Intrusion detection systems using classical machine learning techniques vs integrated unsupervised feature learning and deep neural network

    Article • Internet Technology Letters, September 2020, Wiley

    Mr vinayakumar R

  196. Network traffic anomaly detection using PCA and BiGAN

    Article • Internet Technology Letters, September 2020, Wiley

    Mr vinayakumar R

  197. An Embedded-Based Weighted Feature Selection Algorithm for Classifying Web Document

    Article • Wireless Communications and Mobile Computing, September 2020, Hindawi Publishing Corporation

    Mr vinayakumar R

  198. A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities

    Article • IEEE Transactions on Industry Applications, July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  199. Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  200. Network Flow based IoT Botnet Attack Detection using Deep Learning

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  201. DCNN-IDS : Deep Convolutional Neural Network based Intrusion Detection System

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  202. DCNN-IDS : Deep Convolutional Neural Network based Intrusion Detection System

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  203. Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  204. Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  205. Amrita-CEN-Senti-DB:Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  206. Amrita-CEN-Senti-DB:Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  207. Deep convolutional neural network based image spam classification

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  208. Deep convolutional neural network based image spam classification

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  209. Siamese neural network architecture for homoglyph attacks detection

    Article • ICT Express, March 2020, Elsevier

    Mr vinayakumar R

  210. Malicious URL Detection using Deep Learning

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  211. Malicious URL Detection using Deep Learning

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  212. A Comprehensive Tutorial and Survey of Applications of Deep Learning for Cyber Security

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  213. A Comprehensive Tutorial and Survey of Applications of Deep Learning for Cyber Security

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  214. Capsule Network for Plant Disease and Plant Species Classification

    Article • January 2020, Springer Science + Business Media

    Mr vinayakumar R

  215. A hybrid deep learning image-based analysis for effective malware detection

    Article • Journal of Information Security and Applications, August 2019, Elsevier

    Mr vinayakumar R

  216. AmritaDGA: a comprehensive data set for domain generation algorithms (DGAs) based domain name detection systems and application of deep learning

    Article • July 2019, the Institution of Engineering and Technology (the IET)

    Mr vinayakumar R

  217. Deep learning architecture for big data analytics in detecting intrusions and malicious URL

    Article • July 2019, the Institution of Engineering and Technology (the IET)

    Mr vinayakumar R, Annappa B

  218. A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs)

    Article • International Journal of Digital Crime and Forensics, July 2019, IGI Global

    Mr vinayakumar R

  219. Amrita-CEN-SentiDB: Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  220. Convolutional Neural Networks for Fingerprint Liveness Detection System

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  221. Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes

    Article • March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  222. Deep Learning Approach for Intelligent Intrusion Detection System

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  223. Robust Intelligent Malware Detection Using Deep Learning

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  224. Application of Deep Learning Architectures for Cyber Security

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  225. DBD: Deep Learning DGA-Based Botnet Detection

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  226. Deep Learning Framework for Cyber Threat Situational Awareness Based on Email and URL Data Analysis

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  227. Enhanced Domain Generating Algorithm Detection Based on Deep Neural Networks

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  228. Improved DGA Domain Names Detection and Categorization Using Deep Learning Architectures with Classical Machine Learning Algorithms

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  229. Time Split Based Pre-processing with a Data-Driven Approach for Malicious URL Detection

    Article • January 2019, Springer Science + Business Media

    Mr vinayakumar R

  230. DeepMalNet: Evaluating shallow and deep networks for static PE malware detection

    Article • ICT Express, November 2018, Elsevier

    Mr vinayakumar R

  231. Diabetes detection using deep learning algorithms

    Article • ICT Express, November 2018, Elsevier

    Mr vinayakumar R

  232. Anomaly Detection in Phonocardiogram Employing Deep Learning

    Article • July 2018, Springer Science + Business Media

    Mr vinayakumar R

  233. Fractal Geometry: Enhancing Computational Thinking with MIT Scratch

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  234. Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  235. S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  236. Deep Learning Models for the Prediction of Rainfall

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  237. Detecting Android malware using Long Short-term Memory (LSTM)

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, March 2018, IOS Press

    Mr vinayakumar R

  238. Evaluating deep learning approaches to characterize and classify the DGAs at scale

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, March 2018, IOS Press

    Mr vinayakumar R

  239. Evaluating deep learning approaches to characterize and classify malicious URL’s

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, March 2018, IOS Press

    Mr vinayakumar R

  240. Detecting malicious domain names using deep learning approaches at scale

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, March 2018, IOS Press

    Mr vinayakumar R

  241. Automated detection of cardiac arrhythmia using deep learning techniques

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

  242. Automated detection of diabetes using CNN and CNN-LSTM network and heart rate signals

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

  243. DeepAirNet: Applying Recurrent Networks for Air Quality Prediction

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

  244. Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis

    Article • January 2018, Springer Science + Business Media

    Mr vinayakumar R

  245. Deep models for phonocardiography (PCG) classification

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  246. Deep power: Deep learning architectures for power quality disturbances classification

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  247. Real-Time Detection of Atrial Fibrillation from Short Time Single Lead ECG Traces Using Recurrent Neural Networks

    Article • October 2017, Springer Science + Business Media

    Mr vinayakumar R

  248. Deep encrypted text categorization

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  249. Applying convolutional neural network for network intrusion detection

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  250. Deep android malware detection and classification

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  251. Long short-term memory based operation log anomaly detection

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  252. Applying deep learning approaches for network traffic prediction

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  253. Evaluating shallow and deep networks for secure shell (ssh)traffic analysis

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  254. Stock price prediction using LSTM, RNN and CNN-sliding window model

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  255. Evaluating effectiveness of shallow and deep networks to intrusion detection system

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  256. Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  257. Evaluating shallow and deep networks for ransomware detection and classification

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  258. Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  259. Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)

    Article • International Journal of Information System Modeling and Design, July 2017, IGI Global

    Mr vinayakumar R

  260. Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning

    Article • January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr vinayakumar R

  261. deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets

    Article • January 2017, Association for Computational Linguistics (ACL)

    Mr vinayakumar R

  262. Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms

    Article • Indian Journal of Science and Technology, December 2016, Indian Society for Education and Environment

    Mr vinayakumar R, anand kumar m

  263. AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages

    Article • January 2015, Springer Science + Business Media

    Mr vinayakumar R, anand kumar m

  264. foreign exchange market microstructure

    Article • Springer Science + Business Media

    Mr vinayakumar R