Soman K.P

Soman K.P

Amrita Vishwa Vidyapeetham

H-index: 52

Asia-India

About Soman K.P

Soman K.P, With an exceptional h-index of 52 and a recent h-index of 46 (since 2020), a distinguished researcher at Amrita Vishwa Vidyapeetham, specializes in the field of Deep Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Representation of target classes for text classification—AMRITA-CEN-NLPRusProfiling PAN 2017

9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare

Enhancing Named Entity Recognition in Low-Resource Languages: The Crucial Role of Data Sampling in Malayalam

Polymer and Nanocomposite Informatics: Recent Applications of Artificial Intelligence and Data Repositories

Review of Contemporary Methods for Reliability Analysis in Aircraft Components

EEG based automated detection of seizure using machine learning approach and traditional features

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages using Cost-Sensitive Learning Approach

On the denoising of periodic and aperiodic ECG signals from a discretized reaction diffusion heart model using variational mode decomposition

Soman K.P Information

University

Position

Head CEN

Citations(all)

17464

Citations(since 2020)

13159

Cited By

8239

hIndex(all)

52

hIndex(since 2020)

46

i10Index(all)

331

i10Index(since 2020)

248

Email

University Profile Page

Amrita Vishwa Vidyapeetham

Google Scholar

View Google Scholar Profile

Soman K.P Skills & Research Interests

Deep Machine Learning

Top articles of Soman K.P

Title

Journal

Author(s)

Publication Date

Representation of target classes for text classification—AMRITA-CEN-NLPRusProfiling PAN 2017

CEUR Workshop Proceedings

HB Barathi Ganesh

U Reshma

M Anand Kumar

KP Soman

2036

9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare

Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches

M Ganeshkumar

V Sowmya

EA Gopalakrishnan

KP Soman

2024/3/18

Enhancing Named Entity Recognition in Low-Resource Languages: The Crucial Role of Data Sampling in Malayalam

Athira Gopalakrishnan

KP Soman

2024/2/28

Polymer and Nanocomposite Informatics: Recent Applications of Artificial Intelligence and Data Repositories

Neelesh Ashok

KP Soman

Madhav Samanta

MS Sruthi

Prabaharan Poornachandran

...

2024/4/23

Review of Contemporary Methods for Reliability Analysis in Aircraft Components

Journal of Aerospace Information Systems

Anil Ramachadran

S Rambabu

P Swathi Pratha

U Vamsi Krishna

Robin Ramdin

...

2024/2/13

EEG based automated detection of seizure using machine learning approach and traditional features

Expert Systems with Applications

S Abhishek

Sachin Kumar

Neethu Mohan

KP Soman

2024/4/18

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages using Cost-Sensitive Learning Approach

IEEE Access

K Sreelakshmi

B Premjith

Bharathi Raja Chakravarthi

KP Soman

2024/2/5

On the denoising of periodic and aperiodic ECG signals from a discretized reaction diffusion heart model using variational mode decomposition

AIP Conference Proceedings

Krishna Mohanan

Jithin Velayudhan

Neethu Mohan

S Sachin Kumar

KP Soman

...

2024/3/26

Investigating the significance of special measurement matrices for DMD based frequency estimation

AIP Conference Proceedings

Anirudh Edpuganti

Jayanth Mohan

Neethu Mohan

S Sachin Kumar

KP Soman

2024/3/26

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

Multimedia Tools and Applications

Vinayakumar Ravi

Gopalakrishnan EA

Soman KP

2024/2

Deep learning for cyber security applications: A comprehensive survey

Mamoun Alazab

KP Soman

Sriram Srinivasan

Sitalakshmi Venkatraman

Viet Quoc Pham

2023/10/30

Higher Order Dynamic Mode Decomposition for Robust Parameter Estimation in Power Grids

Pinninti Sai Ravula

Hema Radhika Reddy

Aadharsh Aadhithya

Neethu Mohan

Sachin Kumar

...

2023/12/21

Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features

CS Krishnendu

V Sowmya

KP Soman

2023/2/28

Random Fourier Features based approach for Covid-19 Twitter Sentiment Classification using Machine Learning and Deep Learning

E Vignesh

Sachin Kumar

Neethu Mohan

KP Soman

2023/6/23

Circ RNA Based Classification of SARS CoV-2, SARS CoV-1 and MERS-CoVUsing Machine Learning

M Vinayak

Harishchander Anandaram

S Sachin Kumar

KP Soman

2023/4/27

Improving Reinfocement Learning Agent Training using Text based Guidance: A study using Commands in Dravidian Languages

Nikhil Chowdary Paleti

Sai Aravind Vadlapudi

Sai Aashish Menta

Sai Akshay Menta

Vishnu Vardhan Gorantla VNSL

...

2023/9

A comprehensive tutorial and survey of applications of deep learning for cyber security

Authorea Preprints

KP Soman

Mamoun Alazab

S Sriram

2023/10/30

An Empirical Comparative Study of Machine Learning Algorithms for Telugu News Classification

SVS Dhanush

Tsaliki Satya Ganesh Kumar

Dharavathu Rohith

Penaka Vishnu Reddy

KP Soman

...

2023/12/21

Face Mask Detection Using Transfer Learning and TensorRT Optimization

Paleti Nikhil Chowdary

Pranav Unnikrishnan

Rohan Sanjeev

Mekapati Spandana Reddy

KSR Logesh

...

2023/2/17

A Fast Iterative Filtering Method for Efficient Denoising of Phonocardiogram Signals

N Sai Satwik Reddy

V Poorna Muni Saisdhar Reddy

Neethu Mohan

Sachin Kumar

KP Soman

2023/6/23

See List of Professors in Soman K.P University(Amrita Vishwa Vidyapeetham)

Co-Authors

H-index: 38
Ramachandran K I

Ramachandran K I

Amrita Vishwa Vidyapeetham

H-index: 36
Dr V. Sugumaran

Dr V. Sugumaran

VIT University

H-index: 10
Dr. Krishnan Namboori P. K.

Dr. Krishnan Namboori P. K.

Amrita Vishwa Vidyapeetham

academic-engine