K. P. Soman

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 155

Top Venues

ICACCI

ICCCNT

J. Intell. Fuzzy Syst.

CoRR

Publications

Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Sreelakshmi K, B. Premjith, Bharathi Raja Chakravarthi, K. P. Soman
Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach. IEEE Access 12 (2024)
Neethu Mohan, S. Sachin Kumar, K. P. Soman, V. G. Sujadevi, Prabaharan Poornachandran, U. Rajendra Acharya
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 11 (2023)
J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman
Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. 82 (14) (2023)
M. Vinayak, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman
Circ RNA Based Classification of SARS CoV-2, SARS CoV-1 and MERS-CoVUsing Machine Learning. ICACDS (2023)
Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman
Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning. IEEE Trans. Engineering Management 70 (1) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27 (21) (2023)
Vivek Rajendran, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman, S. Dhivya
A Comparative Analysis of Machine Learning and Deep Learning Approaches for Circular RNA Classification. IC3I (2023)
J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. 35 (11) (2023)
B. E. Pranav Kumaar, Aadharsh Aadhithya A, S. Sachin Kumar, Harishchander Anandaram, K. P. Soman
Optimal Perfect Phylogeny Using ILP and Continuous Approximations. ICACDS (2023)
Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. 206 (2022)
Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Atul Kr. Ojha
A Non-Exclusive Multi-Class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification Text. IEEE Access 10 (2022)
Shamika Ganesan, S. Sachin Kumar, K. P. Soman
Deep Learning Based NLP Embedding Approach for Biosequence Classification. MIKE (2021)
Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk
Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework. BUCC@RANLP (2021)
R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) (2021)
Priyanga V. T, Sanjanasri J. P., Vijay Krishna Menon, E. A. Gopalakrishnan, K. P. Soman
Exploring fake news identification using word and sentence embeddings. J. Intell. Fuzzy Syst. 41 (5) (2021)
B. Premjith, K. P. Soman
Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (6) (2021)
R. Priyamvada, D. Govind, Vijay Krishna Menon, B. Premjith, K. P. Soman
Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture. FICTA (1) (2021)
N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) (2021)
R. Sai Kesav, B. Premjith, K. P. Soman
Dependency Parser for Hindi Using Integer Linear Programming. ICACDS (2) (2021)
Namrata Nair, Sankaran Narayanan, Pradeep Achan, K. P. Soman
Clinical Note Section Identification Using Transfer Learning. ICICT (1) (2021)
Rohith Ramakrishnan, Anirudh Vadakedath, U. Vamsi Krishna, B. Premjith, K. P. Soman
Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition. PACLIC (2021)
Sreelakshmi K, Premjith B, K. P. Soman
Transformer based Offensive Language Identification in Spanish. IberLEF@SEPLN (2021)
Shamika Ganesan, S. Sachin Kumar, K. P. Soman
Biological Sequence Embedding Based Classification for MERS and SARS. ICACDS (1) (2021)
U. Vamsi Krishna, B. Premjith, K. P. Soman
A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction. ICMC (2021)
Bharathi Raja Chakravarthi, Jishnu Parameswaran P. K, Premjith B, K. P. Soman, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kingston Pal Thamburaj, John P. McCrae
DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam. CoRR (2021)
Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman
Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops (2020)
Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) (2020)
Simran K, Sriram S, Vinayakumar R., K. P. Soman
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security. CoRR (2020)
M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman
Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT (2020)
Sowmya Viswanathan, D. Govind, K. P. Soman
Significance of processing chrominance information for scene classification: a review. Artif. Intell. Rev. 53 (2) (2020)
Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan, V. Sowmya, K. P. Soman
Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids. ICCCNT (2020)
Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman
Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT (2020)
Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding. BUCC@LREC (2020)
Krishnendu C. S., V. Sowmya, K. P. Soman
Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification. FICTA (1) (2020)
Neethu Mohan, Sachin S. Kumar, K. P. Soman
Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising. ICCCNT (2020)
Malneedi Vamsi, K. P. Soman
In-Vehicle Occupancy Detection And Classification Using Machine Learning. ICCCNT (2020)
O. K. Sikha, K. P. Soman, S. Sachin Kumar
VMD-DMD coupled data-driven approach for visual saliency in noisy images. Multim. Tools Appl. 79 (3-4) (2020)
Sanjanasri J. P., M. Anand Kumar, K. P. Soman
Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages. Int. J. Comput. Aided Eng. Technol. 13 (1/2) (2020)
Sriram S, Vinayakumar R., Mamoun Alazab, K. P. Soman
Network Flow based IoT Botnet Attack Detection using Deep Learning. INFOCOM Workshops (2020)
O. K. Sikha, K. P. Soman
Multi-resolution dynamic mode decomposition-based salient region detection in noisy images. Signal Image Video Process. 14 (1) (2020)
Vyshnav M. T, S. Sachin Kumar, Neethu Mohan, K. P. Soman
Random fourier feature based music-speech classification. J. Intell. Fuzzy Syst. 38 (5) (2020)
Simran K, Prathiksha Balakrishna, Vinayakumar R., K. P. Soman
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. CoRR (2020)
Sanjanasri J. P., B. Premjith, Vijay Krishna Menon, K. P. Soman
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus. BUCC@LREC (2020)
Bharathi Raja Chakravarthi, Anand Kumar M, John P. McCrae, B. Premjith, K. P. Soman, Thomas Mandl
Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix. FIRE (Working Notes) (2020)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, Vysakh S. Mohan, Amara Dinesh Kumar
ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis. J. Cyber Secur. Mobil. 8 (2) (2019)
Naveen Varghese Jacob, V. Sowmya, K. P. Soman
Effect of denoising on hyperspectral image classification using deep networks and kernel methods. J. Intell. Fuzzy Syst. 36 (3) (2019)
K. Simran, Prathiksha Balakrishna, R. Vinayakumar, K. P. Soman
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. SSCC (2019)
Athira Gopalakrishnan, K. P. Soman, B. Premjith
Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture. ICCCNT (2019)
Anju Unnikrishnan, V. Sowmya, K. P. Soman
Deep learning architectures for land cover classification using red and near-infrared satellite images. Multim. Tools Appl. 78 (13) (2019)
Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman
Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. 36 (3) (2019)
S. Sachin Kumar, M. Anand Kumar, K. P. Soman
Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing). J. Intell. Syst. 28 (3) (2019)
R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman
Deep Learning Approach for Intelligent Intrusion Detection System. IEEE Access 7 (2019)
B. Premjith, M. Anand Kumar, K. P. Soman
Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus. J. Intell. Syst. 28 (3) (2019)
D. Govind, S. Lakshmi Priya, S. Akarsh, B. Ganga Gowri, K. P. Soman
Improved Epoch Extraction From Speech Signals Using Wavelet Synchrosqueezed Transform. NCC (2019)
M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman
An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017. J. Intell. Syst. 28 (3) (2019)
R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Sitalakshmi Venkatraman
Robust Intelligent Malware Detection Using Deep Learning. IEEE Access 7 (2019)
Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, K. P. Soman
Dynamic Mode Decomposition based feature for Image Classification. TENCON (2019)
S. Sriram, K. Simran, R. Vinayakumar, S. Akarsh, K. P. Soman
Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment. SSCC (2019)
Naveenkumar K. S, R. Vinayakumar, K. P. Soman
Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning. ICCCNT (2019)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs. Int. J. Digit. Crime Forensics 11 (3) (2019)
R. Vinayakumar, K. P. Soman, Pradeep Menon
CT-Blocks: Learning Computational Thinking by Snapping Blocks. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Detecting malicious domain names using deep learning approaches at scale. J. Intell. Fuzzy Syst. 34 (3) (2018)
Remmiya Devi G, M. Anand Kumar, K. P. Soman
Co-occurrence based word representation for extracting named entities in Tamil tweets. J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks. ICCCNT (2018)
P. V. Veena, M. Anand Kumar, K. P. Soman
Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text. Computación y Sistemas 22 (1) (2018)
Shivkaran Singh, M. Anand Kumar, K. P. Soman
Attention based English to Punjabi neural machine translation. J. Intell. Fuzzy Syst. 34 (3) (2018)
Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation. ICACCI (2018)
M. Swarna, V. Sowmya, K. P. Soman
Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms. Signal Image Video Process. 12 (8) (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
Detecting Android malware using Long Short-term Memory (LSTM). J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
CT-Blocks Analyser: Analysing CT-Blocks Projects. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Building-Blocks: Generating 3D Design by Snapping Blocks. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners. ICCCNT (2018)
Anu Vazhayil, R. Vinayakumar, K. P. Soman
Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks. ICCCNT (2018)
B. Ganga Gowri, K. P. Soman
trend filter method. J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way. ICCCNT (2018)
S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman
Deep learning based spell checker for Malayalam language. J. Intell. Fuzzy Syst. 34 (3) (2018)
V. Ankarao, V. Sowmya, K. P. Soman
Multi-sensor data fusion using NIHS transform and decomposition algorithms. Multim. Tools Appl. 77 (23) (2018)
Greeshma Prabha, P. V. Jyothsna, K. K. Shahina, B. Premjith, K. P. Soman
A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language. ICACCI (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling. ICCCNT (2018)
Rahul-Vigneswaran K, R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
Evaluating deep learning approaches to characterize and classify the DGAs at scale. J. Intell. Fuzzy Syst. 34 (3) (2018)
Amara Dinesh Kumar, R. Vinayakumar, K. P. Soman
DeepImageSpam: Deep Learning based Image Spam Detection. CoRR (2018)
O. K. Sikha, S. Sachin Kumar, K. P. Soman
Salient region detection and object segmentation in color images using dynamic mode decomposition. J. Comput. Sci. 25 (2018)
Aravind Ravikumar, Neethu Mohan, K. P. Soman
Performance Enhancement of a Series Active Power Filter using Kalman Filter based Neural Network Control Strategy. ICACCI (2018)
K. Manjusha, M. Anand Kumar, K. P. Soman
Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition. Int. J. Document Anal. Recognit. 21 (3) (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating deep learning approaches to characterize and classify malicious URL's. J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Reshma, V. Sowmya, K. P. Soman
Effect of Legendre-Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification. Neural Comput. Appl. 29 (8) (2018)
Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman
Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. CoRR (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Fractal Geometry: Enhancing Computational Thinking with MIT Scratch. ICCCNT (2018)
R. Vinayakumar, B. Premjith, S. Sachin Kumar, K. P. Soman, Prabaharan Poornachandran
deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets. WASSA@EMNLP (2017)
Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language. CoRR (2017)
Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
Stock price prediction using dynamic mode decomposition. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Deep encrypted text categorization. ICACCI (2017)
Vishnu S. Dev, V. V. Sajith Variyar, K. P. Soman
Steering angle estimation for autonomous vehicle. ICACCI (2017)
P. V. Veena, M. Anand Kumar, K. P. Soman
An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding. ICACCI (2017)
V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan
A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal. SIRS (2017)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Vector Space Model as Cognitive Space for Text Classification. CoRR (2017)
R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Deep Health Care Text Classification. CoRR (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS). Int. J. Inf. Syst. Model. Des. 8 (3) (2017)

K. P. Soman.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

K. P. Soman