K
K. P. Soman
Researcher at Amrita Vishwa Vidyapeetham
Publications - 504
Citations - 8779
K. P. Soman is an academic researcher from Amrita Vishwa Vidyapeetham. The author has contributed to research in topics: Deep learning & Support vector machine. The author has an hindex of 32, co-authored 489 publications receiving 5773 citations. Previous affiliations of K. P. Soman include Indian Institute of Technology Kharagpur & Indian Institutes of Technology.
Papers
More filters
Journal ArticleDOI
Robust Intelligent Malware Detection Using Deep Learning
TL;DR: A novelty in combining visualization and deep learning architectures for static, dynamic, and image processing-based hybrid approach applied in a big data environment is the first of its kind toward achieving robust intelligent zero-day malware detection.
Journal ArticleDOI
Diabetes detection using deep learning algorithms
TL;DR: A methodology for classification of diabetic and normal HRV signals using deep learning architectures and can help the clinicians to diagnose diabetes using ECG signals with a very high accuracy of 95.7%.
Journal ArticleDOI
A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model
TL;DR: The satisfactory performance suggests that the proposed data-driven model can be used as an effective tool for the real-time STLF task.
Journal ArticleDOI
Implementation and Comparative Study of Image Fusion Algorithms
TL;DR: This paper discusses the implementation of three categories of image fusion algorithms – the basic fusion algorithms, the pyramid based algorithms and the basic DWT algorithms, developed as an Image Fusion Toolkit - ImFus, using Visual C++ 6.0.
Proceedings ArticleDOI
Applying deep learning approaches for network traffic prediction
TL;DR: This work uses various RNN networks to leverage the efficacy of RNN approaches towards traffic matrix estimation in large networks, and finds LSTM has performed well in comparison to the other RNN and classical methods.