S. Sachin Kumar

According to our database, S. Sachin Kumar authored at least 33 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Abhishek S., S. Sachin Kumar, Neethu Mohan, Soman K. P.

Expert Syst. Appl., 2024

Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation.

Aadharsh Aadhithya A, S. Sachin Kumar, Soman K. P

CoRR, 2024

2023

A Data-Driven Hybrid Methodology Using Randomized Low-Rank DMD Approximation and Flat-Top FIR Filter for Voltage Fluctuations Monitoring in Grid-Connected Distributed Generation Systems.

Neethu Mohan, S. Sachin Kumar, K. P. Soman, V. G. Sujadevi, Prabaharan Poornachandran, U. Rajendra Acharya

IEEE Access, 2023

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

M. Vinayak, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman

Proceedings of the Advances in Computing and Data Sciences - 7th International Conference, 2023

Optimal Perfect Phylogeny Using ILP and Continuous Approximations.

B. E. Pranav Kumaar, Aadharsh Aadhithya A, S. Sachin Kumar, Harishchander Anandaram, K. P. Soman

Proceedings of the Advances in Computing and Data Sciences - 7th International Conference, 2023

A Comparative Analysis of Machine Learning and Deep Learning Approaches for Circular RNA Classification.

Vivek Rajendran, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman, S. Dhivya

Proceedings of the 6th International Conference on Contemporary Computing and Informatics, 2023

2021

Deep Learning Based NLP Embedding Approach for Biosequence Classification.

Shamika Ganesan, S. Sachin Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2021

Biological Sequence Embedding Based Classification for MERS and SARS.

Shamika Ganesan, S. Sachin Kumar, K. P. Soman

Proceedings of the Advances in Computing and Data Sciences - 5th International Conference, 2021

2020

VMD-DMD coupled data-driven approach for visual saliency in noisy images.

O. K. Sikha, K. P. Soman, S. Sachin Kumar

Multim. Tools Appl., 2020

Random fourier feature based music-speech classification.

Vyshnav M. T, S. Sachin Kumar, Neethu Mohan, K. P. Soman

J. Intell. Fuzzy Syst., 2020

Offensive Language Detection: A Comparative Analysis.

Vyshnav M. T, S. Sachin Kumar, Soman K. P

CoRR, 2020

Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising.

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

Proceedings of the 11th International Conference on Computing, 2020

2019

Modern Methods for Signal Analysis and Its Applications.

K. P. Soman, S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran

Proceedings of the Recent Advances in Computational Intelligence, 2019

Word Sense Disambiguation of Malayalam Nouns.

S. N. Mohan Raj, S. Sachin Kumar, S. Rajendran, K. P. Soman

Proceedings of the Recent Advances in Computational Intelligence, 2019

Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing).

S. Sachin Kumar, M. Anand Kumar, K. P. Soman

J. Intell. Syst., 2019

Deep Neural Network Based Hierarchical Control of Residential Microgrid Using LSTM.

Anu G. Kumar, M. R. Sindhu, S. Sachin Kumar

Proceedings of the TENCON 2019, 2019

Dynamic Mode Decomposition based feature for Image Classification.

Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, K. P. Soman

Proceedings of the TENCON 2019, 2019

2018

Salient region detection and object segmentation in color images using dynamic mode decomposition.

O. K. Sikha, S. Sachin Kumar, K. P. Soman

J. Comput. Sci., 2018

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

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

J. Intell. Fuzzy Syst., 2018

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

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

J. Intell. Fuzzy Syst., 2018

2017

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

R. Vinayakumar, B. Premjith, S. Sachin Kumar, K. P. Soman, Prabaharan Poornachandran

Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal.

V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan

Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2017

Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017.

R. Vinayakumar, S. Sachin Kumar, B. Premjith, Prabaharan Poornachandran, Soman Kotti Padannayil

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets.

S. Sachin Kumar, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

Denoising of phonocardiogram signals using variational mode decomposition.

V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan, A. S. Arunjith

Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016

Salient Region Detection and Segmentation in Images using Dynamic Mode Decomposition.

O. K. Sikha, S. Sachin Kumar, K. P. Soman

CoRR, 2016

Real-Time Automotive Engine Fault Detection and Analysis Using BigData Platforms.

Yedu C. Nair, S. Sachin Kumar, K. P. Soman

Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015

Condition Monitoring in Roller Bearings using Cyclostationary Features.

S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran, K. P. Soman

Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

A VMD Based Approach for Speech Enhancement.

B. Ganga Gowri, S. Sachin Kumar, Neethu Mohan, K. P. Soman

Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning.

S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

2014

Convolutional Neural Networks for the Recognition of Malayalam Characters.

R. Anil, K. Manjusha, S. Sachin Kumar, K. P. Soman

Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014

2013

Insight into Primal Augmented Lagrangian Multilplier Method.

B. Premjith, S. Sachin Kumar, Akhil Manikkoth, T. V. Bijeesh, K. P. Soman

CoRR, 2013

Novel SVD Based Character Recognition Approach for Malayalam Language Script.

S. Sachin Kumar, K. Manjusha, K. P. Soman

Proceedings of the Recent Advances in Intelligent Informatics, 2013