All Stories

  1. Blockchain Technology for Agriculture Supply Chain Management

    Article • November 2024, Taylor & Francis

    Mr vinayakumar R

  2. 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

  3. 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

  4. 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

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

    Article • Computers & Electrical Engineering, September 2024, Elsevier

    Mr vinayakumar R

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

    Article • Egyptian Informatics Journal, September 2024, Elsevier

    Mr vinayakumar R

  7. 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

  8. 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

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

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

    Mr vinayakumar R

  10. 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

  11. 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

  12. Virtual Analysis for Spinal Cord Injury Rehabilitation

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  14. 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

  15. 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

  16. 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

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

    Article • Journal of Intelligent & Fuzzy Systems, April 2024, IOS Press

    Mr vinayakumar R

  18. 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

  19. 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

  20. 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

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

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

    Mr vinayakumar R

  22. 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

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

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

    Mr vinayakumar R

  24. 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

  25. 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

  26. A tweet sentiment classification approach using an ensemble classifier

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

    Mr vinayakumar R

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

    Article • Bioengineering, November 2023, MDPI AG

    Mr vinayakumar R

  28. 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

  29. 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

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

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

    Mr vinayakumar R

  31. 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

  32. 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

  33. 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

  34. 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

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

    Article • Data Science and Management, October 2023, Elsevier

    Mr vinayakumar R

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

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

    Article • Information, May 2023, MDPI AG

    Mr vinayakumar R

  48. 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

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

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

    Mr vinayakumar R

  50. 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

  51. 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

  52. 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

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

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

    Mr vinayakumar R

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

    Article • Acoustics, March 2023, MDPI AG

    Mr vinayakumar R

  55. 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

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

    Article • Brain Sciences, February 2023, MDPI AG

    Mr vinayakumar R

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

    Article • Diagnostics, February 2023, MDPI AG

    Mr vinayakumar R

  58. 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

  59. 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

  60. 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

  61. 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

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

    Article • Information, January 2023, MDPI AG

    Mr vinayakumar R

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

    Article • Information, January 2023, MDPI AG

    Mr vinayakumar R

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

    Article • Computer Communications, January 2023, Elsevier

    Mr vinayakumar R

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

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

    Article • Cancers, November 2022, MDPI AG

    Mr vinayakumar R

  72. 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

  73. Data mining in predicting liver patients using classification model

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

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

    Article • August 2022, Taylor & Francis

    Mr vinayakumar R

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

    Article • Future Internet, August 2022, MDPI AG

    Mr vinayakumar R

  82. Development of secrete images in image transferring system

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  84. 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

  85. Disease analysis using machine learning approaches in healthcare system

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

    Mr vinayakumar R

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

    Article • Computer Communications, August 2022, Elsevier

    Mr vinayakumar R

  87. 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

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

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

    Mr vinayakumar R

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

    Article • Sustainability, June 2022, MDPI AG

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  92. Odonata identification using Customized Convolutional Neural Networks

    Article • Expert Systems with Applications, June 2022, Elsevier

    Mr vinayakumar R

  93. 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

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

    Article • Computational Intelligence, May 2022, Wiley

    Mr vinayakumar R

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

    Article • Computers & Security, May 2022, Elsevier

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  97. 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

  98. 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

  99. 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

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

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

    Mr vinayakumar R

  101. 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

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

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

    Mr vinayakumar R

  103. 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

  104. 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

  105. 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

  106. 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

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

    Article • Expert Systems, November 2021, Wiley

    Mr vinayakumar R

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

    Article • October 2021, Research Square

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  111. 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

  112. 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

  113. 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

  114. 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

  115. 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

  116. 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

  117. 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

  118. 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

  119. 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

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

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

    Mr vinayakumar R

  121. 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

  122. 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

  123. 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

  124. 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

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

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

    Mr vinayakumar R

  126. 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

  127. Robust Malware Detection using Residual Attention Network

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

    Mr vinayakumar R

  128. Robust Malware Detection using Residual Attention Network

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

    Mr vinayakumar R

  129. 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

  130. Network traffic anomaly detection using PCA and BiGAN

    Article • Internet Technology Letters, September 2020, Wiley

    Mr vinayakumar R

  131. 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

  132. 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

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  137. 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

  138. 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

  139. Deep convolutional neural network based image spam classification

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

    Mr vinayakumar R

  140. Deep convolutional neural network based image spam classification

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

    Mr vinayakumar R

  141. Malicious URL Detection using Deep Learning

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

    Mr vinayakumar R

  142. Malicious URL Detection using Deep Learning

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

    Mr vinayakumar R

  143. 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

  144. 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

  145. 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

  146. Deep Learning Approach for Intelligent Intrusion Detection System

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

    Mr vinayakumar R

  147. Robust Intelligent Malware Detection Using Deep Learning

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

    Mr vinayakumar R

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

    Article • ICT Express, November 2018, Elsevier

    Mr vinayakumar R

  149. Diabetes detection using deep learning algorithms

    Article • ICT Express, November 2018, Elsevier

    Mr vinayakumar R

  150. Anomaly Detection in Phonocardiogram Employing Deep Learning

    Article • July 2018, Springer Science + Business Media

    Mr vinayakumar R

  151. 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

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

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Mr vinayakumar R

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

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Mr vinayakumar R

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

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Mr vinayakumar R

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

    Article • Journal of Intelligent & Fuzzy Systems, March 2018, IOS Press

    Mr vinayakumar R

  156. Automated detection of cardiac arrhythmia using deep learning techniques

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

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

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

  158. DeepAirNet: Applying Recurrent Networks for Air Quality Prediction

    Article • Procedia Computer Science, January 2018, Elsevier

    Mr vinayakumar R

  159. Deep models for phonocardiography (PCG) classification

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  161. 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

  162. Deep encrypted text categorization

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

    Mr vinayakumar R

  163. Applying convolutional neural network for network intrusion detection

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

    Mr vinayakumar R

  164. Deep android malware detection and classification

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  166. Applying deep learning approaches for network traffic prediction

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  170. 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

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

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

    Mr vinayakumar R

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

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

    Mr vinayakumar R

  173. 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

  174. 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

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

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

    Mr vinayakumar R

  176. 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

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

    Article • January 2015, Springer Science + Business Media

    Mr vinayakumar R, anand kumar m