R. Vinayakumar

R. Vinayakumar publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where R. Vinayakumar sits on this spectrum.

R. Vinayakumar D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where R. Vinayakumar sits on this spectrum.

Best Publications

• Deep Learning Approach for Intelligent Intrusion Detection System

  R. Vinayakumar;Mamoun Alazab;K. P. Soman;Prabaharan Poornachandran

  1632
  Citations

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

  Sreelekshmy Selvin;R Vinayakumar;E. A Gopalakrishnan;Vijay Krishna Menon

  1016
  Citations

• Applying convolutional neural network for network intrusion detection

  R Vinayakumar;K P Soman;Prabaharan Poornachandran

  545
  Citations

• Robust Intelligent Malware Detection Using Deep Learning

  R. Vinayakumar;Mamoun Alazab;K. P. Soman;Prabaharan Poornachandran

  520
  Citations

• Diabetes detection using deep learning algorithms

  G Swapna;R Vinayakumar;K P Soman

  314
  Citations

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

  R. Vinayakumar;Mamoun Alazab;Sriram Srinivasan;Quoc-Viet Pham

  297
  Citations

• DeepAirNet: Applying Recurrent Networks for Air Quality Prediction

  Unknown

  279
  Citations

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

  Unknown

  241
  Citations

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

  Sitalakshmi Venkatraman;Mamoun Alazab;R. Vinayakumar

  228
  Citations

• Applying deep learning approaches for network traffic prediction

  R Vinayakumar;K. P. Soman;Prabaharan Poornachandran

  195
  Citations

• Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security

  Vigneswaran K Rahul;R Vinayakumar;KP Soman;Prabaharan Poornachandran

  172
  Citations

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

  R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran;S. Sachin Kumar

  167
  Citations

• Network Flow based IoT Botnet Attack Detection using Deep Learning

  Sriram S;Vinayakumar R;Mamoun Alazab;Soman Kp

  155
  Citations

• Detecting malicious domain names using deep learning approaches at scale

  R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran

  123
  Citations

• Evaluating shallow and deep networks for ransomware detection and classification

  R. Vinayakumar;K P Soman;K. K. Senthil Velan;Shaunak Ganorkar

  115
  Citations

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

  R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran

  112
  Citations

• Deep Learning Models for the Prediction of Rainfall

  Unknown

  103
  Citations

• Long short-term memory based operation log anomaly detection

  R. Vinayakumar;K. P. Soman;Prabaharan Poornachandran

  101
  Citations

• Deep power: Deep learning architectures for power quality disturbances classification

  Neethu Mohan;K. P. Soman;R. Vinayakumar

  99
  Citations

• Deep android malware detection and classification

  R. Vinayakumar;K. P. Soman;Prabaharan Poornachandran

  98
  Citations