K. P. Soman

According to our database, K. P. Soman authored at least 276 papers between 2007 and 2024.

Collaborative distances:

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

2024

Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India.

Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman

IEEE Trans. Comput. Soc. Syst., February, 2024

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

Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P

Multim. Tools Appl., February, 2024

Review of Contemporary Methods for Reliability Analysis in Aircraft Components.

Anil Ramachandran, Rambabu S, Swathi Prathaa P, U. Vamsi Krishna, Robin Ramdin, Vijay Krishna Menon, Chandrasekhar Jayaramakrishnan, K. P. Soman

J. Aerosp. Inf. Syst., 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

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

Sreelakshmi K, B. Premjith, Bharathi Raja Chakravarthi, K. P. Soman

IEEE Access, 2024

2023

Two-stage deep learning model for automate detection and classification of lung diseases.

Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar

Soft Comput., November, 2023

Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images.

J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman

Neural Comput. Appl., April, 2023

Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning.

Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman

IEEE Trans. Engineering Management, 2023

Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram.

Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P

IEEE Trans. Engineering Management, 2023

Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures.

J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman

Multim. Tools Appl., 2023

Transfer learning based code-mixed part-of-speech tagging using character level representations for Indian languages.

Anand Kumar Madasamy, Soman Kotti Padannayil

J. Ambient Intell. Humaniz. Comput., 2023

Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures.

J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.

Eng. Appl. Artif. Intell., 2023

Learning (With) Distributed Optimization.

Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya Vishvanathan, Soman K. P

CoRR, 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

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

Krishnendu C. S., V. Sowmya, K. P. Soman

Proceedings of the Smart Computer Vision, 2023

Initial Stage Identification of COVID-19 Using Capsule Networks.

Shamika Ganesan, R. Anand, V. Sowmya, K. P. Soman

Proceedings of the Smart Computer Vision, 2023

2022

Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN.

Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty

Multim. Tools Appl., 2022

Odonata identification using Customized Convolutional Neural Networks.

Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Expert Syst. Appl., 2022

Explainable AI Framework for COVID-19 Prediction in Different Provinces of India.

Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P

CoRR, 2022

A Non-Exclusive Multi-Class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification Text.

Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Atul Kr. Ojha

IEEE Access, 2022

2021

Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level.

B. Premjith, K. P. Soman

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Dynamic Mode Decomposition based salient edge/region features for content based image retrieval.

O. K. Sikha, Soman K. P.

Multim. Tools Appl., 2021

Exploring fake news identification using word and sentence embeddings.

Priyanga V. T, Sanjanasri J. P., Vijay Krishna Menon, E. A. Gopalakrishnan, K. P. Soman

J. Intell. Fuzzy Syst., 2021

Geometry Based Machining Feature Retrieval with Inductive Transfer Learning.

N. S. Kamal, Barathi Ganesh HB, Sajith Variyar VV, V. Sowmya, Soman K. P.

CoRR, 2021

DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam.

Bharathi Raja Chakravarthi, Jishnu Parameswaran P. K, Premjith B, K. P. Soman, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kingston Pal Thamburaj, John P. McCrae

CoRR, 2021

Transformer based Offensive Language Identification in Spanish.

Sreelakshmi K, Premjith B, K. P. Soman

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition.

Rohith Ramakrishnan, Anirudh Vadakedath, U. Vamsi Krishna, B. Premjith, K. P. Soman

Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 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

A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction.

U. Vamsi Krishna, B. Premjith, K. P. Soman

Proceedings of the Seventh International Conference on Mathematics and Computing, 2021

Clinical Note Section Identification Using Transfer Learning.

Namrata Nair, Sankaran Narayanan, Pradeep Achan, K. P. Soman

Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Robust Malware Detection using Residual Attention Network.

Shamika Ganesan, Vinayakumar Ravi, Moez Krichen, V. Sowmya, Roobaea Alroobaea, Soman K. P.

Proceedings of the IEEE International Conference on Consumer Electronics, 2021

Dependency Parser for Hindi Using Integer Linear Programming.

R. Sai Kesav, B. Premjith, K. P. Soman

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

Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram.

R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman

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

Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages.

Pavan Kumar P. H. V, Premjith B, Sanjanasri J. P., Soman K. P

Proceedings of the Working Notes of FIRE 2021, 2021

DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents.

Deepthi Sudharsan, Asmitha U, Premjith B, Soman K. P

Proceedings of the Working Notes of FIRE 2021, 2021

Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture.

R. Priyamvada, D. Govind, Vijay Krishna Menon, B. Premjith, K. P. Soman

Proceedings of the Intelligent Data Engineering and Analytics, 2021

Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson's Disease Detection.

Yamini Madan, Iswarya Kannoth Veetil, Sowmya Vishvanathan, Gopalakrishnan E. A, Soman K. P

Proceedings of the Evolution in Computational Intelligence, 2021

Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning.

N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman

Proceedings of the Intelligent Data Engineering and Analytics, 2021

Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework.

Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk

Proceedings of the 14th Workshop on Building and Using Comparable Corpora, 2021

2020

Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management.

G. Remmiya Devi, M. Anand Kumar, K. P. Soman

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

Multi-resolution dynamic mode decomposition-based salient region detection in noisy images.

O. K. Sikha, K. P. Soman

Signal Image Video Process., 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

Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages.

Sanjanasri J. P., M. Anand Kumar, K. P. Soman

Int. J. Comput. Aided Eng. Technol., 2020

Siamese neural network architecture for homoglyph attacks detection.

Vinayakumar R., Soman K. P.

ICT Express, 2020

Deep Learning based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis.

Simran K, Prathiksha Balakrishna, Vinayakumar R., Soman K. P.

CoRR, 2020

Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security.

Simran K, Sriram S, Vinayakumar R., K. P. Soman

CoRR, 2020

Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm.

Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya

CoRR, 2020

Offensive Language Detection: A Comparative Analysis.

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

CoRR, 2020

Significance of processing chrominance information for scene classification: a review.

Sowmya Vishvanathan, D. Govind, K. P. Soman

Artif. Intell. Rev., 2020

Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network.

Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Network Flow based IoT Botnet Attack Detection using Deep Learning.

Sriram S, Vinayakumar R., Mamoun Alazab, K. P. Soman

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Deep Learning Based Approach for Multiple Myeloma Detection.

M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman

Proceedings of the 11th International Conference on Computing, 2020

In-Vehicle Occupancy Detection And Classification Using Machine Learning.

Malneedi Vamsi, K. P. Soman

Proceedings of the 11th International Conference on Computing, 2020

Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids.

Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan, V. Sowmya, K. P. Soman

Proceedings of the 11th International Conference on Computing, 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

Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading.

Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman

Proceedings of the 11th International Conference on Computing, 2020

Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix.

Bharathi Raja Chakravarthi, Anand Kumar M, John P. McCrae, B. Premjith, K. P. Soman, Thomas Mandl

Proceedings of the Working Notes of FIRE 2020, 2020

Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification.

Krishnendu C. S., V. Sowmya, K. P. Soman

Proceedings of the Evolution in Computational Intelligence, 2020

Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification.

Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Proceedings of the Evolution in Computational Intelligence, 2020

cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus.

Sanjanasri J. P., B. Premjith, Vijay Krishna Menon, K. P. Soman

Proceedings of the 13th Workshop on Building and Using Comparable Corpora, 2020

BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding.

Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman

Proceedings of the 13th Workshop on Building and Using Comparable Corpora, 2020

DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced DGA Detection.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

Proceedings of the Handbook of Computer Networks and Cyber Security, 2020

2019

A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language.

Sujith Viswanathan, M. Anand Kumar, K. P. Soman

Proceedings of the Recent Advances in Computational Intelligence, 2019

Hyperspectral Image: Fundamentals and Advances.

V. Sowmya, K. P. Soman, M. Hassaballah

Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 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

Translation Equivalence for English Periphrastic Causative Constructions into Hindi in the Context of English to Hindi Machine Translation System.

D. Jyothi Ratnam, K. P. Soman, T. K. Biji Mol, M. G. Priya

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

Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English - Malayalam Machine Translation Context.

B. Premjith, K. P. Soman, M. Anand Kumar, D. Jyothi Ratnam

Proceedings of the Recent Advances in Computational Intelligence, 2019

Scene Classification Using Transfer Learning.

Nikhil Damodaran, V. Sowmya, D. Govind, K. P. Soman

Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019

Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus.

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

J. Intell. Syst., 2019

An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017.

M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman

J. Intell. Syst., 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 rectified system for high-speed tracking in images.

Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman

J. Intell. Fuzzy Syst., 2019

Effect of denoising on hyperspectral image classification using deep networks and kernel methods.

Naveen Varghese Jacob, V. Sowmya, K. P. Soman

J. Intell. Fuzzy Syst., 2019

ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, Vysakh S. Mohan, Amara Dinesh Kumar

J. Cyber Secur. Mobil., 2019

A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

Int. J. Digit. Crime Forensics, 2019

Data-driven Computing in Elasticity via Chebyshev Approximation.

Rahul-Vigneswaran K, Neethu Mohan, Soman K. P

CoRR, 2019

A Compendium on Network and Host based Intrusion Detection Systems.

Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman K. P

CoRR, 2019

RNNSecureNet: Recurrent neural networks for Cyber security use-cases.

Mohammed Harun Babu R, R. Vinayakumar, Soman K. P

CoRR, 2019

Emotion Detection using Data Driven Models.

Naveenkumar K. S, R. Vinayakumar, Soman K. P

CoRR, 2019

An Insight into the Dynamics and State Space Modelling of a 3-D Quadrotor.

Rahul-Vigneswaran K, Soman K. P.

CoRR, 2019

A Deep Learning Approach for Similar Languages, Varieties and Dialects.

Vidya Prasad K, Akarsh S, R. Vinayakumar, Soman K. P

CoRR, 2019

Robust Intelligent Malware Detection Using Deep Learning.

R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Sitalakshmi Venkatraman

IEEE Access, 2019

Deep Learning Approach for Intelligent Intrusion Detection System.

R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman

IEEE Access, 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

Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment.

S. Sriram, K. Simran, R. Vinayakumar, S. Akarsh, K. P. Soman

Proceedings of the Security in Computing and Communications - 7th International Symposium, 2019

Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream.

K. Simran, Prathiksha Balakrishna, R. Vinayakumar, K. P. Soman

Proceedings of the Security in Computing and Communications - 7th International Symposium, 2019

Improved Epoch Extraction From Speech Signals Using Wavelet Synchrosqueezed Transform.

D. Govind, S. Lakshmi Priya, S. Akarsh, B. Ganga Gowri, K. P. Soman

Proceedings of the National Conference on Communications, 2019

Land Cover Satellite Image Classification Using NDVI and SimpleCNN.

T. Tulasi Sasidhar, Sreelakshmi K, Vyshnav M. T, V. Sowmya, Soman K. P.

Proceedings of the 10th International Conference on Computing, 2019

Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning.

Naveenkumar K. S, R. Vinayakumar, K. P. Soman

Proceedings of the 10th International Conference on Computing, 2019

Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture.

Athira Gopalakrishnan, K. P. Soman, B. Premjith

Proceedings of the 10th International Conference on Computing, 2019

Amrita CEN CIQ: Classification of Insincere Questions.

Chandni M, Priyanga V. T, Premjith B, Soman K. P

Proceedings of the Working Notes of FIRE 2019, 2019

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text.

Sreelakshmi K, Premjith B, Soman K. P

Proceedings of the Working Notes of FIRE 2019, 2019

Ransomware Triage Using Deep Learning: Twitter as a Case Study.

Vinayakumar R., Mamoun Alazab, Alireza Jolfaei, Soman K. P., Prabaharan Poornachandran

Proceedings of the Cybersecurity and Cyberforensics Conference, 2019

2018

Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms.

M. Swarna, V. Sowmya, K. P. Soman

Signal Image Video Process., 2018

Multi-sensor data fusion using NIHS transform and decomposition algorithms.

V. Ankarao, V. Sowmya, K. P. Soman

Multim. Tools Appl., 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

Detecting malicious domain names using deep learning approaches at scale.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

J. Intell. Fuzzy Syst., 2018

Evaluating deep learning approaches to characterize and classify malicious URL's.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

J. Intell. Fuzzy Syst., 2018

Deep learning based spell checker for Malayalam language.

S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Attention based English to Punjabi neural machine translation.

Shivkaran Singh, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Enhancement of white Gaussian noise affected speech using VMD-ℓ₁ trend filter method.

B. Ganga Gowri, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Co-occurrence based word representation for extracting named entities in Tamil tweets.

Remmiya Devi G, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition.

K. Manjusha, M. Anand Kumar, K. P. Soman

Int. J. Document Anal. Recognit., 2018

DeepMalNet: Evaluating shallow and deep networks for static PE malware detection.

Vinayakumar R., Soman K. P.

ICT Express, 2018

Diabetes detection using deep learning algorithms.

Swapna G., Vinayakumar R., Soman K. P.

ICT Express, 2018

Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text.

P. V. Veena, M. Anand Kumar, K. P. Soman

Computación y Sistemas, 2018

A short review on Applications of Deep learning for Cyber security.

Mohammed Harun Babu R, R. Vinayakumar, Soman K. P

CoRR, 2018

Deep-Net: Deep Neural Network for Cyber Security Use Cases.

R. Vinayakumar, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman K. P

CoRR, 2018

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities.

Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar, Soman K. P

CoRR, 2018

DeepImageSpam: Deep Learning based Image Spam Detection.

Amara Dinesh Kumar, R. Vinayakumar, K. P. Soman

CoRR, 2018

DeepProteomics: Protein family classification using Shallow and Deep Networks.

Anu Vazhayil, Vinaykumar R., Soman K. P

CoRR, 2018

Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification.

Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman

CoRR, 2018

S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors.

Vysakh S. Mohan, R. Vinayakumar, Soman K. P, Prabaharan Poornachandran

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.

Vivek Vinayan, M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets.

Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation.

Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets.

Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection.

Anon George, Barathi Ganesh H. B., Anand Kumar M, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering.

B. Ganga Gowri, Soman K. P, D. Govind

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Fractal Geometry: Enhancing Computational Thinking with MIT Scratch.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Building-Blocks: Generating 3D Design by Snapping Blocks.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

CT-Blocks Analyser: Analysing CT-Blocks Projects.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

CT-Blocks: Learning Computational Thinking by Snapping Blocks.

R. Vinayakumar, K. P. Soman, Pradeep Menon

Proceedings of the 9th International Conference on Computing, 2018

Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks.

Anu Vazhayil, R. Vinayakumar, K. P. Soman

Proceedings of the 9th International Conference on Computing, 2018

Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security.

Rahul-Vigneswaran K, R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

Proceedings of the 9th International Conference on Computing, 2018

Performance Enhancement of a Series Active Power Filter using Kalman Filter based Neural Network Control Strategy.

Aravind Ravikumar, Neethu Mohan, K. P. Soman

Proceedings of the 2018 International Conference on Advances in Computing, 2018

A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language.

Greeshma Prabha, P. V. Jyothsna, K. K. Shahina, B. Premjith, K. P. Soman

Proceedings of the 2018 International Conference on Advances in Computing, 2018

Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation.

Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the 2018 International Conference on Advances in Computing, 2018

Indian Native Language Identification - INLI 2018.

Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G

Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

Overview of the second shared task on Indian Native Language Identification (INLI).

Anand Kumar M, Barathi Ganesh H. B., Ajay S. G, Soman K. P

Proceedings of the Working Notes of FIRE 2018, 2018

Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL.

Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M

Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages.

Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M

Proceedings of the Working Notes of FIRE 2018, 2018

A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features.

B. Premjith, Soman K. P, Prabaharan Poornachandran

Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

2017

Significance of incorporating chrominance information for effective color-to-grayscale image conversion.

V. Sowmya, D. Govind, K. P. Soman

Signal Image Video Process., 2017

Application of M-band wavelet in pan-sharpening.

V. Vishnu Pradeep, V. Sowmya, K. P. Soman

J. Intell. Fuzzy Syst., 2017

Significance of perceptually relevant image decolorization for scene classification.

Sowmya Vishvanathan, Govind Divakaran, Kutti Padanyl Soman

J. Electronic Imaging, 2017

Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS).

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

Int. J. Inf. Syst. Model. Des., 2017

Exploring the significance of using perceptually relevant image decolorization method for scene classification.

V. Sowmya, D. Govind, K. P. Soman

CoRR, 2017

Deep Health Care Text Classification.

R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

CoRR, 2017

Vector Space Model as Cognitive Space for Text Classification.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

CoRR, 2017

Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language.

Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman

CoRR, 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

Deep Learning for Network Flow Analysis and Malware Classification.

R. K. Rahul, Anjali T, Vijay Krishna Menon, K. P. Soman

Proceedings of the Security in Computing and Communications - 5th International Symposium, 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

Dependency of Various Color and Intensity Planes on CNN Based Image Classification.

Sachin Rajan, V. Sowmya, D. Govind, K. P. Soman

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

Scattering representation in Malayalam character recognition.

K. Manjusha, M. Anand Kumar, K. P. Soman

Proceedings of the Twenty-third National Conference on Communications, 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

Significance of contrast and structure features for an improved color image classification system.

V. Sowmya, D. Govind, K. P. Soman

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Improved color scene classification system using deep belief networks and support vector machines.

V. Sowmya, Aleena Ajay, D. Govind, K. P. Soman

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning.

Rahul Krishnan Pathinarupothi, Dhara Prathap J, Ekanath Srihari Rangan, E. Gopalakrishnan, Vinaykumar R., Soman K. P

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Hyperspectral image denoising: A least square approach using wavelet filters.

S. Dev Vishnu, Sachin Rajan, V. Sowmya, K. P. Soman

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

Evaluating shallow and deep networks for ransomware detection and classification.

R. Vinayakumar, K. P. Soman, K. K. Senthil Velan, Shaunak Ganorkar

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

Applying deep learning approaches for network traffic prediction.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Deep android malware detection and classification.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Evaluating effectiveness of shallow and deep networks to intrusion detection system.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Applying convolutional neural network for network intrusion detection.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Deep encrypted text categorization.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Evaluating shallow and deep networks for secure shell (ssh)traffic analysis.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

Long short-term memory based operation log anomaly detection.

R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran

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

An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding.

P. V. Veena, M. Anand Kumar, K. P. Soman

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

Detecting stance in kannada social media code-mixed text using sentence embedding.

Srinidhi Skanda V, M. Anand Kumar, K. P. Soman

Proceedings of the 2017 International Conference on Advances in Computing, 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

Stock price prediction using LSTM, RNN and CNN-sliding window model.

Sreelekshmy Selvin, R. Vinayakumar, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman

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

Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval.

C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman

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

Chunking based malayalam paraphrase identification using unfolding recursive autoencoders.

R. Praveena, M. Anand Kumar, K. P. Soman

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

Classification of states of bi-stable oscillator using deep learning.

Rohit Mohan, E. A. Gopalakrishnan, K. P. Soman

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

Stock price prediction using dynamic mode decomposition.

Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman

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

Effective utilization and analysis of ros on embedded platform for implementing autonomous car vision and navigation modules.

Shimil Jose, V. V. Sajith Variyar, K. P. Soman

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

Least square based image deblurring.

Shimil Jose, Neethu Mohan, V. Sowmya, K. P. Soman

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

Steering angle estimation for autonomous vehicle.

Vishnu S. Dev, V. V. Sajith Variyar, K. P. Soman

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

Design and fabrication of robotic systems : Converting a conventional car to a driverless car.

G. Amrithanandha Babu, K. Guruvayoorappan, V. V. Sajith Variyar, K. P. Soman

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

Improving the rule based machine translation system using sentence simplification (english to tamil).

Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi

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

AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques.

Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification.

M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso

Proceedings of the Working notes of FIRE 2017, 2017

Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017.

Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017.

Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning.

Rahul Krishnan Pathinarupothi, Vinaykumar R., Ekanath Rangan, E. Gopalakrishnan, K. P. Soman

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings.

Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman

Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

2016

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

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

CoRR, 2016

A new TAG Formalism for Tamil and Parser Analytics.

Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman

CoRR, 2016

Prediction of Malicious Domains Using Smith Waterman Algorithm.

B. Ashwini, Vijay Krishna Menon, K. P. Soman

Proceedings of the Security in Computing and Communications - 4th International Symposium, 2016

Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing.

M. Swarna, V. Sowmya, K. P. Soman

Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition, 2016

Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries.

Athira Chandran, Anjali T, Neethu Mohan, K. P. Soman

Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition, 2016

AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding.

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

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text.

Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features.

Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models.

Shivkaran Singh, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language.

M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings.

M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview.

M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman

Proceedings of the Text Processing, 2016

Conditional Random Fields for Code Mixed Entity Recognition.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Distributional Semantic Representation in Health Care Text Classification.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Distributional Semantic Representation for Text Classification and Information Retrieval.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets.

Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text.

Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman

Proceedings of the Text Processing, 2016

From Vector Space Models to Vector Space Models of Semantics.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the Text Processing, 2016

Drive-by-Download Malware Detection in Hosts by Analyzing System Resource Utilization Using One Class Support Vector Machines.

Prabaharan Poornachandran, S. Praveen, Aravind Ashok, Manu R. Krishnan, K. P. Soman

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

Convex Hyperspectral Unmixing Algorithm Using Parameterized Non-convex Penalty Function.

K. HariKumar, K. P. Soman

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

Bulk Price Forecasting Using Spark over NSE Data Set.

Vijay Krishna Menon, Nithin Chekravarthi Vasireddy, Sai Aswin Jami, Viswa Teja Naveen Pedamallu, Varsha Suresh Kumar, K. P. Soman

Proceedings of the Data Mining and Big Data, First International Conference, 2016

Statistical Semantics in Context Space : Amrita_CEN@Author Profiling.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the Working Notes of CLEF 2016, 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$@$SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders.

Mahalakshmi Shanumuga Sundaram, Anand Kumar Madasamy, Soman Kotti Padannayil

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities.

Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman

Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference (WWW 2015), 2015

AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages.

Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 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

A synchronised tree adjoining Grammar for English to Tamil Machine Translation.

Vijay Krishna Menon, S. Rajendran, K. P. Soman

Proceedings of the 2015 International Conference on Advances in Computing, 2015

AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts.

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

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding.

Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages.

M. Anand Kumar, Shriya Se, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text.

Rahul Venkatesh Kumar, M. Anand Kumar, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

2014

Modern analog and digital communication systems development using GNU Radio with USRP.

R. Gandhiraj, K. P. Soman

Telecommun. Syst., 2014

Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing.

M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi

CoRR, 2014

AMRITA_CEN@FIRE-2014: Morpheme Extraction and Lemmatization for Tamil using Machine Learning.

Anand Kumar M, K. P. Soman

Proceedings of the Forum for Information Retrieval Evaluation, 2014

AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features.

N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, K. P. Soman

Proceedings of the Forum for Information Retrieval Evaluation, 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

A Combined Crypto-steganographic Approach for Information Hiding in Audio Signals Using Sub-band Coding, Compressive Sensing and Singular Value Decomposition.

G. Jyothish Lal, V. K. Veena, K. P. Soman

Proceedings of the Security in Computing and Communications - International Symposium, 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

2012

Hirarchical Digital Image Inpainting Using Wavelets

S. Padmavathi, B. Priyalakshmi, K. P. Soman

CoRR, 2012

Hierarchical Approach for Total Variation Digital Image Inpainting

S. Padmavathi, N. Archana, K. P. Soman

CoRR, 2012

G-Lets: Signal Processing Using Transformation Groups

B. Rajathilagam, Murali Rangarajan, K. P. Soman

CoRR, 2012

A novel method for detecting R-peaks in electrocardiogram (ECG) signal.

M. Sabarimalai Manikandan, K. P. Soman

Biomed. Signal Process. Control., 2012

Image Restoration Using Knowledge from the Image.

S. Padmavathi, K. P. Soman, R. Aarthi

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2011

Tamil to Hindi Machine Transliteration Using Support Vector Machines.

S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman

Proceedings of the Signal Processing and Information Technology, 2011

Clause Boundary Identification for Tamil Language Using Dependency Parsing.

R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman

Proceedings of the Signal Processing and Information Technology, 2011

Quality-driven wavelet based PCG signal coding for wireless cardiac patient monitoring.

M. Sabarimalai Manikandan, K. P. Soman, Samarendra Dandapat

Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief, 2011

Automated cardiac event change detection for continuous remote patient monitoring devices.

Britty Baby, M. Sabarimalai Manikandan, K. P. Soman

Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief, 2011

2010

Audio visual based pronunciation dictionary for Indian languages.

Kathirvel Palanisamy, Attassry Manoj Kumar, Murugesan Chinnappa, M. Sabarimalai Manikandan, K. P. Soman

Proceedings of the 2010 International Conference on Technology for Education, 2010

Grammar Teaching Tools for Tamil language.

V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran

Proceedings of the 2010 International Conference on Technology for Education, 2010

Morphological Analyzer for Telugu Using Support Vector Machine.

G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman

Proceedings of the Information and Communication Technologies - International Conference, 2010

Spline Biorthogonal Wavelet Design.

T. Arathi, K. P. Soman, Latha Parameswaran

Proceedings of the Information and Communication Technologies - International Conference, 2010

Kernel based part of speech tagger for Kannada.

P. J. Antony, K. P. Soman

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A Novel Approach to Morphological Generator for Tamil.

R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran

Proceedings of the Data Engineering and Management - Second International Conference, 2010

Morphological Analyzer for Malayalam Using Machine Learning.

V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran

Proceedings of the Data Engineering and Management - Second International Conference, 2010

Statistical Method for English to Kannada Transliteration.

P. J. Antony, V. P. Ajith, K. P. Soman

Proceedings of the Information Processing and Management, 2010

Fast computation of marginalized walk kernel for virtual screening in drug discovery.

M. P. Preeja, K. P. Soman

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

A study of reconstruction algorithms in computerized tomographic images.

T. Arathi, Latha Parameswaran, K. P. Soman

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

2009

Wireless Sensor Network Localization With Imprecise Measurements Using Only a Quadratic Solver.

Maneesha V. Ramesh, K. P. Soman

Proceedings of the 2009 International Conference on Wireless Networks, 2009

Recursive Projection Profiling for Text-Image Separation.

Shivsubramani Krishnamoorthy, R. Loganathan, K. P. Soman

Proceedings of the Innovations in Computing Sciences and Software Engineering, 2009

Multi Image-Watermarking Scheme Based on Framelet and SVD.

K. Sukumar, Hemalatha Thirugnanam, K. P. Soman

Proceedings of the ARTCom 2009, 2009

A Watermarking Algorithm Based on Contourlet Transform and Nonnegative Matrix Factorization.

M. S. Silja, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Berkeley Wavelet Transform Based Image Watermarking.

P. Remya Ravindran, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Generalised and Channel Independent SVM Based Robust Decoders for Wireless Applications.

R. Ramanathan, K. P. Soman, N. Valliappan, S. Pon Mathavan, M. Gayathri, R. Priya

Proceedings of the ARTCom 2009, 2009

A Novel Technique for English Font Recognition Using Support Vector Machines.

R. Ramanathan, K. P. Soman, L. Thaneshwaran, V. Viknesh, T. Arunkumar, P. Yuvaraj

Proceedings of the ARTCom 2009, 2009

Investigation and Development of Methods to Solve Multi-Class Classification Problems.

R. Ramanathan, K. P. Soman, P. A. Rohini, G. Dharshana

Proceedings of the ARTCom 2009, 2009

A Support Vector Machines Approach for Efficient Facial Expression Recognition.

R. Ramanathan, K. P. Soman, Arun S. Nair, V. Vidhya Sagar, N. Sriram

Proceedings of the ARTCom 2009, 2009

Improved Technique for the Construction of Parametric M-Band Wavelets.

R. Ramanathan, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Image Fusion Based on Overcomplete Rational Wavelet Transform with an Improved IHS Method.

K. Mallika, K. P. Soman

Proceedings of the ARTCom 2009, 2009

An Efficient Approach for Non-Invertible Cryptographic Key Generation from Cancelable Fingerprint Biometrics.

N. Lalithamani, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Determining an Efficient Supervised Classification Method for Hyperspectral Image.

V. Joevivek, Hemalatha Thirugnanam, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Improving Security of Watermarking Algorithms via Parametric M-band Wavelet Transform.

Hemalatha Thirugnanam, K. Sukumar, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Chunker for Tamil.

V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran

Proceedings of the ARTCom 2009, 2009

Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches.

V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran

Proceedings of the ARTCom 2009, 2009

Polyphase Matrix Factorization - A Simplified Explanation.

D. Bharath Bhushan, K. P. Soman

Proceedings of the ARTCom 2009, 2009

An Intriguing Property of Scaling Function in Wavelet Theory and its Verification Using Daubechies-Lagarias Algorithm.

T. Arathi, K. P. Soman

Proceedings of the ARTCom 2009, 2009

Performance Evaluation of Information Theoretic Image Fusion Metrics over Quantitative Metrics.

T. Arathi, K. P. Soman

Proceedings of the ARTCom 2009, 2009

2008

Video Annotation using Saliency.

Joseph Amudha, K. P. Soman, Keerthana Vasanth

Proceedings of the 2008 International Conference on Image Processing, 2008

2007

Fast Single-Shot Multiclass Proximal Support Vector Machines and Perceptions.

K. P. Soman, R. Loganathan, M. S. Vijaya, V. Ajay, K. Shivsubramani

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007