S. Sachin Kumar

42 papers C 3Journal 19Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An accurate data-driven multi-horizon short-term electric load prediction using HODMD. Evol. Intell. C. M. Rohith, S. Sachin Kumar, U. Rajendra Acharya, Neethu Mohan
2026	J	`jnl`	Enhancing Causal Text Detection Using Uncertainty-Weighted Machine Learning Ensembles. Informatics Sivachandra K. B, Neethu Mohan, Mithun Kumar Kar, O. K. Sikha, S. Sachin Kumar
2026	J	`jnl`	Explainable automated detection of heart valve diseases using deep multimodal fusion technique with PCG signals. Array K. P. Suchithra, Neethu Mohan, U. Rajendra Acharya, S. Sachin Kumar
2025	J	`jnl`	Dynamic Mode Decomposition-Based Features for Cardiovascular Disease Analysis From Phonocardiogram Signals. IEEE Access K. P. Suchithra, Neethu Mohan, O. K. Sikha, S. Sachin Kumar
2025	J	`jnl`	Fake News and Offensive Content Detection in Malayalam Using Machine Learning, Deep Learning, and Transformer Based Methods With XAI. IEEE Access O. V. Likha, S. Sachin Kumar, Neethu Mohan, O. K. Sikha
2025	J	`jnl`	Hybrid Approach Using Dynamic Mode Decomposition and Wavelet Scattering Transform for EEG-Based Seizure Classification. Informatics Sreevidya C, Neethu Mohan, S. Sachin Kumar, Aravind Harikumar
2024	—	`conf`	Detection of Mental illness from social media Text. ICCCNT Janakiram Chandu, Svs Dhanush, D. Rohith, Tsaliki Satya Ganesh Kumar, K. P. Soman, S. Sachin Kumar
2024	J	`jnl`	EEG based automated detection of seizure using machine learning approach and traditional features. Expert Syst. Appl. Abhishek S., S. Sachin Kumar, Neethu Mohan, Soman K. P.
2024	J	`jnl`	Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation. CoRR Aadharsh Aadhithya A, S. Sachin Kumar, Soman K. P
2023	—	`conf`	A Comparative Analysis of Machine Learning and Deep Learning Approaches for Circular RNA Classification. IC3I Vivek Rajendran, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman, S. Dhivya
2023	J	`jnl`	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. IEEE Access Neethu Mohan, S. Sachin Kumar, K. P. Soman, V. G. Sujadevi, Prabaharan Poornachandran, U. Rajendra Acharya
2023	—	`conf`	Circ RNA Based Classification of SARS CoV-2, SARS CoV-1 and MERS-CoVUsing Machine Learning. ICACDS M. Vinayak, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman
2023	—	`conf`	Optimal Perfect Phylogeny Using ILP and Continuous Approximations. ICACDS B. E. Pranav Kumaar, Aadharsh Aadhithya A, S. Sachin Kumar, Harishchander Anandaram, K. P. Soman
2023	—	`conf`	Synergistic Detection of Multimodal Fake News Leveraging TextGCN and Vision Transformer. ICMLDE Visweswaran M, Jayanth Mohan, S. Sachin Kumar, K. P. Soman
2021	—	`conf`	Biological Sequence Embedding Based Classification for MERS and SARS. ICACDS (1) Shamika Ganesan, S. Sachin Kumar, K. P. Soman
2021	—	`conf`	Deep Learning Based NLP Embedding Approach for Biosequence Classification. MIKE Shamika Ganesan, S. Sachin Kumar, K. P. Soman
2020	—	`conf`	Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising. ICCCNT Neethu Mohan, S. Sachin Kumar, K. P. Soman
2020	J	`jnl`	Offensive Language Detection: A Comparative Analysis. CoRR Vyshnav M. T, S. Sachin Kumar, Soman K. P
2020	J	`jnl`	Random fourier feature based music-speech classification. J. Intell. Fuzzy Syst. Vyshnav M. T, S. Sachin Kumar, Neethu Mohan, K. P. Soman
2020	J	`jnl`	VMD-DMD coupled data-driven approach for visual saliency in noisy images. Multim. Tools Appl. O. K. Sikha, K. P. Soman, S. Sachin Kumar
2019	J	`jnl`	Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing). J. Intell. Syst. S. Sachin Kumar, M. Anand Kumar, K. P. Soman
2019	C	`conf`	Deep Neural Network Based Hierarchical Control of Residential Microgrid Using LSTM. TENCON Anu G. Kumar, M. R. Sindhu, S. Sachin Kumar
2019	C	`conf`	Dynamic Mode Decomposition based feature for Image Classification. TENCON Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, K. P. Soman
2019	J	`jnl`	Dynamic Mode Decomposition based feature for Image Classification. CoRR Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, Soman K. P.
2019	—	`ch.`	Modern Methods for Signal Analysis and Its Applications. Recent Advances in Computational Intelligence K. P. Soman, S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran
2019	—	`ch.`	Word Sense Disambiguation of Malayalam Nouns. Recent Advances in Computational Intelligence S. N. Mohan Raj, S. Sachin Kumar, S. Rajendran, K. P. Soman
2018	J	`jnl`	Detecting Android malware using Long Short-term Memory (LSTM). J. Intell. Fuzzy Syst. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
2018	J	`jnl`	Evaluating deep learning approaches to characterize and classify the DGAs at scale. J. Intell. Fuzzy Syst. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
2018	J	`jnl`	Salient region detection and object segmentation in color images using dynamic mode decomposition. J. Comput. Sci. O. K. Sikha, S. Sachin Kumar, K. P. Soman
2017	—	`conf`	A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal. SIRS V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan
2017	—	`conf`	Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017. IberEval@SEPLN R. Vinayakumar, S. Sachin Kumar, B. Premjith, Prabaharan Poornachandran, Soman Kotti Padannayil
2017	—	`conf`	Denoising of phonocardiogram signals using variational mode decomposition. ICACCI V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan, A. S. Arunjith
2017	—	`conf`	Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets. MIKE S. Sachin Kumar, M. Anand Kumar, K. P. Soman
2017	—	`conf`	deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets. WASSA@EMNLP R. Vinayakumar, B. Premjith, S. Sachin Kumar, K. P. Soman, Prabaharan Poornachandran
2016	—	`conf`	Real-Time Automotive Engine Fault Detection and Analysis Using BigData Platforms. FICTA (1) Yedu C. Nair, S. Sachin Kumar, K. P. Soman
2016	J	`jnl`	Salient Region Detection and Segmentation in Images using Dynamic Mode Decomposition. CoRR O. K. Sikha, S. Sachin Kumar, K. P. Soman
2015	—	`conf`	A VMD Based Approach for Speech Enhancement. SIRS B. Ganga Gowri, S. Sachin Kumar, Neethu Mohan, K. P. Soman
2015	—	`conf`	AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning. MIKE S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman
2015	—	`conf`	Condition Monitoring in Roller Bearings using Cyclostationary Features. WCI S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran, K. P. Soman
2014	—	`conf`	Convolutional Neural Networks for the Recognition of Malayalam Characters. FICTA (2) R. Anil, K. Manjusha, S. Sachin Kumar, K. P. Soman
2013	J	`jnl`	Insight into Primal Augmented Lagrangian Multilplier Method. CoRR B. Premjith, S. Sachin Kumar, Akhil Manikkoth, T. V. Bijeesh, K. P. Soman
2013	C	`conf`	Novel SVD Based Character Recognition Approach for Malayalam Language Script. ISI S. Sachin Kumar, K. Manjusha, K. P. Soman