K. P. Soman

Overview

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

• NSE Stock Market Prediction Using Deep-Learning Models

  Hiransha M;E A Gopalakrishnan;Vijay Krishna Menon;K P Soman

  592
  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

• A novel method for detecting R-peaks in electrocardiogram (ECG) signal

  M.Sabarimalai Manikandan;K.P. Soman

  478
  Citations

• Diabetes detection using deep learning algorithms

  G Swapna;R Vinayakumar;K P Soman

  314
  Citations

• A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model

  Neethu Mohan;K.P. Soman;S. Sachin Kumar

  210
  Citations

• Implementation and Comparative Study of Image Fusion Algorithms

  Shivsubramani Krishnamoorthy;K P Soman

  200
  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

• Image Classification Using Convolutional Neural Networks

  Deepika Jaswal;Sowmya;K.P. Soman

  166
  Citations

• Apache Spark a Big Data Analytics Platform for Smart Grid

  R Shyam;H B Bharathi Ganesh;S Sachin Kumar;Prabaharan Poornachandran

  157
  Citations

• Performance Comparison of Variational Mode Decomposition over Empirical Wavelet Transform for the Classification of Power Quality Disturbances Using Support Vector Machine

  C. Aneesh;Sachin Kumar;P.M. Hisham;K.P. Soman

  153
  Citations

• Detection of Hate Speech Text in Hindi-English Code-mixed Data

  K Sreelakshmi;B Premjith;K.P. Soman

  132
  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

• An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator

  P. Kathirvel;M. Sabarimalai Manikandan;S. R. M. Prasanna;K. P. Soman

  108
  Citations

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

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

  99
  Citations