K. P. Soman - RankMe

215 papers C 3Misc 1Journal 60Unranked 140

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
2024	J	`jnl`	Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach. IEEE Access Sreelakshmi K, B. Premjith, Bharathi Raja Chakravarthi, K. P. Soman
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`	Review of Contemporary Methods for Reliability Analysis in Aircraft Components. J. Aerosp. Inf. Syst. Anil Ramachandran, Rambabu S, Swathi Prathaa P, U. Vamsi Krishna, Robin Ramdin, Vijay Krishna Menon, Chandrasekhar Jayaramakrishnan, K. P. Soman
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	J	`jnl`	Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning. IEEE Trans. Engineering Management Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman
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	—	`ch.`	Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features. Smart Computer Vision Krishnendu C. S., V. Sowmya, K. P. Soman
2023	—	`ch.`	Initial Stage Identification of COVID-19 Using Capsule Networks. Smart Computer Vision Shamika Ganesan, Raju Anand, V. Sowmya, 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	J	`jnl`	Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman
2023	J	`jnl`	Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, 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
2023	J	`jnl`	Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
2022	J	`jnl`	A Non-Exclusive Multi-Class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification Text. IEEE Access Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Atul Kr. Ojha
2022	J	`jnl`	Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
2021	—	`conf`	A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction. ICMC U. Vamsi Krishna, B. Premjith, K. P. Soman
2021	C	`conf`	Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition. PACLIC Rohith Ramakrishnan, Anirudh Vadakedath, U. Vamsi Krishna, B. Premjith, 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`	Clinical Note Section Identification Using Transfer Learning. ICICT (1) Namrata Nair, Sankaran Narayanan, Pradeep Achan, K. P. Soman
2021	J	`jnl`	Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level. ACM Trans. Asian Low Resour. Lang. Inf. Process. B. Premjith, K. P. Soman
2021	—	`conf`	Deep Learning Based NLP Embedding Approach for Biosequence Classification. MIKE Shamika Ganesan, S. Sachin Kumar, K. P. Soman
2021	—	`conf`	Dependency Parser for Hindi Using Integer Linear Programming. ICACDS (2) R. Sai Kesav, B. Premjith, K. P. Soman
2021	J	`jnl`	DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam. CoRR Bharathi Raja Chakravarthi, Jishnu Parameswaran P. K, Premjith B, K. P. Soman, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kingston Pal Thamburaj, John P. McCrae
2021	J	`jnl`	Exploring fake news identification using word and sentence embeddings. J. Intell. Fuzzy Syst. Priyanga V. T, Sanjanasri J. P., Vijay Krishna Menon, E. A. Gopalakrishnan, K. P. Soman
2021	—	`conf`	Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman
2021	—	`conf`	Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture. FICTA (1) R. Priyamvada, D. Govind, Vijay Krishna Menon, B. Premjith, K. P. Soman
2021	—	`conf`	Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework. BUCC@RANLP Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk
2021	—	`conf`	Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman
2021	—	`conf`	Transformer based Offensive Language Identification in Spanish. IberLEF@SEPLN Sreelakshmi K, Premjith B, K. P. Soman
2020	—	`conf`	Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman
2020	—	`conf`	BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding. BUCC@LREC Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman
2020	J	`jnl`	Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. CoRR Simran K, Prathiksha Balakrishna, Vinayakumar R., K. P. Soman
2020	J	`jnl`	Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security. CoRR Simran K, Sriram S, Vinayakumar R., K. P. Soman
2020	—	`conf`	Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman
2020	J	`jnl`	Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages. Int. J. Comput. Aided Eng. Technol. Sanjanasri J. P., M. Anand Kumar, K. P. Soman
2020	—	`ch.`	DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced DGA Detection. Handbook of Computer Networks and Cyber Security R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2020	—	`ch.`	Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management. Nature-Inspired Computation in Data Mining and Machine Learning G. Remmiya Devi, M. Anand 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	—	`conf`	Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification. FICTA (1) Krishnendu C. S., V. Sowmya, K. P. Soman
2020	—	`conf`	In-Vehicle Occupancy Detection And Classification Using Machine Learning. ICCCNT Malneedi Vamsi, K. P. Soman
2020	—	`conf`	Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids. ICCCNT Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan, V. Sowmya, K. P. Soman
2020	J	`jnl`	Multi-resolution dynamic mode decomposition-based salient region detection in noisy images. Signal Image Video Process. O. K. Sikha, K. P. Soman
2020	—	`conf`	Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman
2020	—	`conf`	Network Flow based IoT Botnet Attack Detection using Deep Learning. INFOCOM Workshops Sriram S, Vinayakumar R., Mamoun Alazab, K. P. Soman
2020	—	`conf`	Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix. FIRE (Working Notes) Bharathi Raja Chakravarthi, Anand Kumar M, John P. McCrae, B. Premjith, K. P. Soman, Thomas Mandl
2020	—	`conf`	Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
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`	Significance of processing chrominance information for scene classification: a review. Artif. Intell. Rev. Sowmya Vishvanathan, D. Govind, 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
2020	—	`conf`	cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus. BUCC@LREC Sanjanasri J. P., B. Premjith, Vijay Krishna Menon, K. P. Soman
2019	J	`jnl`	A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs. Int. J. Digit. Crime Forensics R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2019	—	`ch.`	A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language. Recent Advances in Computational Intelligence Sujith Viswanathan, M. Anand Kumar, K. P. Soman
2019	—	`conf`	Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning. ICCCNT Naveenkumar K. S, R. Vinayakumar, K. P. Soman
2019	J	`jnl`	An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017. J. Intell. Syst. M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman
2019	—	`conf`	Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. SSCC K. Simran, Prathiksha Balakrishna, R. Vinayakumar, K. P. Soman
2019	J	`jnl`	Deep Learning Approach for Intelligent Intrusion Detection System. IEEE Access R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman
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	J	`jnl`	Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman
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`	Effect of denoising on hyperspectral image classification using deep networks and kernel methods. J. Intell. Fuzzy Syst. Naveen Varghese Jacob, V. Sowmya, K. P. Soman
2019	—	`ch.`	Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English - Malayalam Machine Translation Context. Recent Advances in Computational Intelligence B. Premjith, K. P. Soman, M. Anand Kumar, D. Jyothi Ratnam
2019	—	`ch.`	Hyperspectral Image: Fundamentals and Advances. Recent Advances in Computer Vision V. Sowmya, K. P. Soman, M. Hassaballah
2019	—	`conf`	Improved Epoch Extraction From Speech Signals Using Wavelet Synchrosqueezed Transform. NCC D. Govind, S. Lakshmi Priya, S. Akarsh, B. Ganga Gowri, K. P. Soman
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	J	`jnl`	Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus. J. Intell. Syst. B. Premjith, M. Anand Kumar, K. P. Soman
2019	—	`conf`	Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture. ICCCNT Athira Gopalakrishnan, K. P. Soman, B. Premjith
2019	J	`jnl`	Robust Intelligent Malware Detection Using Deep Learning. IEEE Access R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Sitalakshmi Venkatraman
2019	J	`jnl`	ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis. J. Cyber Secur. Mobil. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, Vysakh S. Mohan, Amara Dinesh Kumar
2019	—	`ch.`	Scene Classification Using Transfer Learning. Recent Advances in Computer Vision Nikhil Damodaran, V. Sowmya, D. Govind, K. P. Soman
2019	—	`conf`	Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment. SSCC S. Sriram, K. Simran, R. Vinayakumar, S. Akarsh, K. P. Soman
2019	—	`ch.`	Translation Equivalence for English Periphrastic Causative Constructions into Hindi in the Context of English to Hindi Machine Translation System. Recent Advances in Computational Intelligence D. Jyothi Ratnam, K. P. Soman, T. K. Biji Mol, M. G. Priya
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	—	`conf`	A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language. ICACCI Greeshma Prabha, P. V. Jyothsna, K. K. Shahina, B. Premjith, K. P. Soman
2018	—	`conf`	Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Attention based English to Punjabi neural machine translation. J. Intell. Fuzzy Syst. Shivkaran Singh, M. Anand Kumar, K. P. Soman
2018	J	`jnl`	Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms. Signal Image Video Process. M. Swarna, V. Sowmya, K. P. Soman
2018	—	`conf`	Building-Blocks: Generating 3D Design by Snapping Blocks. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	—	`conf`	CT-Blocks Analyser: Analysing CT-Blocks Projects. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	—	`conf`	CT-Blocks: Learning Computational Thinking by Snapping Blocks. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text. Computación y Sistemas P. V. Veena, M. Anand Kumar, K. P. Soman
2018	J	`jnl`	Co-occurrence based word representation for extracting named entities in Tamil tweets. J. Intell. Fuzzy Syst. Remmiya Devi G, M. Anand Kumar, K. P. Soman
2018	—	`conf`	Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks. ICCCNT Anu Vazhayil, R. Vinayakumar, K. P. Soman
2018	—	`conf`	DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Deep learning based spell checker for Malayalam language. J. Intell. Fuzzy Syst. S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman
2018	J	`jnl`	DeepImageSpam: Deep Learning based Image Spam Detection. CoRR Amara Dinesh Kumar, R. Vinayakumar, 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`	Detecting malicious domain names using deep learning approaches at scale. J. Intell. Fuzzy Syst. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2018	—	`conf`	Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Enhancement of white Gaussian noise affected speech using VMD-ℓ J. Intell. Fuzzy Syst. B. Ganga Gowri, K. P. Soman
2018	—	`conf`	Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security. ICCCNT Rahul-Vigneswaran K, R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2018	J	`jnl`	Evaluating deep learning approaches to characterize and classify malicious URL's. J. Intell. Fuzzy Syst. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
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	—	`conf`	Fractal Geometry: Enhancing Computational Thinking with MIT Scratch. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition. Int. J. Document Anal. Recognit. K. Manjusha, M. Anand Kumar, K. P. Soman
2018	—	`conf`	Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way. ICCCNT R. Vinayakumar, K. P. Soman, Pradeep Menon
2018	J	`jnl`	Multi-sensor data fusion using NIHS transform and decomposition algorithms. Multim. Tools Appl. V. Ankarao, V. Sowmya, K. P. Soman
2018	—	`conf`	Performance Enhancement of a Series Active Power Filter using Kalman Filter based Neural Network Control Strategy. ICACCI Aravind Ravikumar, Neethu Mohan, K. P. Soman
2018	J	`jnl`	Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. CoRR Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman
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
2018	—	`conf`	Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation. ICACCI Shalini K, Barathi Ganesh H. B., M. Anand 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`	An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding. ICACCI P. V. Veena, M. Anand Kumar, K. P. Soman
2017	J	`jnl`	Application of M-band wavelet in pan-sharpening. J. Intell. Fuzzy Syst. V. Vishnu Pradeep, V. Sowmya, K. P. Soman
2017	—	`conf`	Applying convolutional neural network for network intrusion detection. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	—	`conf`	Applying deep learning approaches for network traffic prediction. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	—	`conf`	Chunking based malayalam paraphrase identification using unfolding recursive autoencoders. ICACCI R. Praveena, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Classification of states of bi-stable oscillator using deep learning. ICACCI Rohit Mohan, E. A. Gopalakrishnan, K. P. Soman
2017	J	`jnl`	Deep Health Care Text Classification. CoRR R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2017	—	`conf`	Deep Learning for Network Flow Analysis and Malware Classification. SSCC R. K. Rahul, Anjali T, Vijay Krishna Menon, K. P. Soman
2017	—	`conf`	Deep android malware detection and classification. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	—	`conf`	Deep encrypted text categorization. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
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`	Dependency of Various Color and Intensity Planes on CNN Based Image Classification. SIRS Sachin Rajan, V. Sowmya, D. Govind, K. P. Soman
2017	J	`jnl`	Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language. CoRR Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Design and fabrication of robotic systems : Converting a conventional car to a driverless car. ICACCI G. Amrithanandha Babu, K. Guruvayoorappan, V. V. Sajith Variyar, K. P. Soman
2017	—	`conf`	Detecting stance in kannada social media code-mixed text using sentence embedding. ICACCI Srinidhi Skanda V, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Effective utilization and analysis of ros on embedded platform for implementing autonomous car vision and navigation modules. ICACCI Shimil Jose, V. V. Sajith Variyar, K. P. Soman
2017	—	`conf`	Evaluating effectiveness of shallow and deep networks to intrusion detection system. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	—	`conf`	Evaluating shallow and deep networks for ransomware detection and classification. ICACCI R. Vinayakumar, K. P. Soman, K. K. Senthil Velan, Shaunak Ganorkar
2017	—	`conf`	Evaluating shallow and deep networks for secure shell (ssh)traffic analysis. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	J	`jnl`	Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS). Int. J. Inf. Syst. Model. Des. R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	J	`jnl`	Exploring the significance of using perceptually relevant image decolorization method for scene classification. CoRR V. Sowmya, D. Govind, K. P. Soman
2017	—	`conf`	Hyperspectral image denoising: A least square approach using wavelet filters. ICACCI S. Dev Vishnu, Sachin Rajan, V. Sowmya, K. P. Soman
2017	—	`conf`	Improved color scene classification system using deep belief networks and support vector machines. ICSIPA V. Sowmya, Aleena Ajay, D. Govind, K. P. Soman
2017	—	`conf`	Improving the rule based machine translation system using sentence simplification (english to tamil). ICACCI Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi
2017	—	`conf`	Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning. BHI Rahul Krishnan Pathinarupothi, Vinaykumar R., Ekanath Rangan, E. Gopalakrishnan, K. P. Soman
2017	—	`conf`	Least square based image deblurring. ICACCI Shimil Jose, Neethu Mohan, V. Sowmya, K. P. Soman
2017	—	`conf`	Long short-term memory based operation log anomaly detection. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
2017	—	`conf`	NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. SMM4H@AMIA Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval. ICACCI C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Scattering representation in Malayalam character recognition. NCC K. Manjusha, M. Anand Kumar, K. P. Soman
2017	—	`conf`	Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks. ICACCI R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
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`	Significance of contrast and structure features for an improved color image classification system. ICSIPA V. Sowmya, D. Govind, K. P. Soman
2017	J	`jnl`	Significance of incorporating chrominance information for effective color-to-grayscale image conversion. Signal Image Video Process. V. Sowmya, D. Govind, K. P. Soman
2017	—	`conf`	Steering angle estimation for autonomous vehicle. ICACCI Vishnu S. Dev, V. V. Sajith Variyar, K. P. Soman
2017	—	`conf`	Stock price prediction using LSTM, RNN and CNN-sliding window model. ICACCI Sreelekshmy Selvin, R. Vinayakumar, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
2017	—	`conf`	Stock price prediction using dynamic mode decomposition. ICACCI Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
2017	J	`jnl`	Vector Space Model as Cognitive Space for Text Classification. CoRR Barathi Ganesh H. B., 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	J	`jnl`	A new TAG Formalism for Tamil and Parser Analytics. CoRR Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
2016	—	`conf`	AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding. SemEval@NAACL-HLT Sanjay S. P., Anand Kumar M, K. P. Soman
2016	—	`conf`	Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension. SemEval@NAACL-HLT Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2016	—	`conf`	Bulk Price Forecasting Using Spark over NSE Data Set. DMBD Vijay Krishna Menon, Nithin Chekravarthi Vasireddy, Sai Aswin Jami, Viswa Teja Naveen Pedamallu, Varsha Suresh Kumar, K. P. Soman
2016	—	`conf`	Convex Hyperspectral Unmixing Algorithm Using Parameterized Non-convex Penalty Function. FICTA (2) K. Harikumar, K. P. Soman
2016	—	`conf`	Drive-by-Download Malware Detection in Hosts by Analyzing System Resource Utilization Using One Class Support Vector Machines. FICTA (2) Prabaharan Poornachandran, S. Praveen, Aravind Ashok, Manu R. Krishnan, K. P. Soman
2016	—	`conf`	Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing. SoCPaR M. Swarna, V. Sowmya, K. P. Soman
2016	—	`conf`	Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text. FIRE Workshop Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman
2016	—	`conf`	From Vector Space Models to Vector Space Models of Semantics. FIRE Workshop Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
2016	—	`conf`	Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries. SoCPaR Athira Chandran, Anjali T, Neethu Mohan, K. P. Soman
2016	—	`conf`	Prediction of Malicious Domains Using Smith Waterman Algorithm. SSCC B. Ashwini, Vijay Krishna Menon, K. P. Soman
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
2016	—	`conf`	Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview. FIRE Workshop M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman
2016	—	`conf`	Statistical Semantics in Context Space : Amrita_CEN@Author Profiling. CLEF (Working Notes) Barathi Ganesh H. B., M. Anand 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`	A synchronised tree adjoining Grammar for English to Tamil Machine Translation. ICACCI Vijay Krishna Menon, S. Rajendran, K. P. Soman
2015	—	`conf`	AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities. #MSM Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman
2015	—	`conf`	AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding. FIRE Workshops Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman
2015	—	`conf`	AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages. MIKE Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman
2015	—	`conf`	AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages. FIRE Workshops M. Anand Kumar, Shriya Se, K. P. Soman
2015	—	`conf`	AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts. FIRE Workshops Sanjay S. P., M. Anand Kumar, 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`	AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text. FIRE Workshops Rahul Venkatesh Kumar, 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`	AMRITA_CEN@FIRE-2014: Morpheme Extraction and Lemmatization for Tamil using Machine Learning. FIRE Anand Kumar M, K. P. Soman
2014	—	`conf`	AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features. FIRE N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, 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
2014	J	`jnl`	Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing. CoRR M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi
2014	J	`jnl`	Modern analog and digital communication systems development using GNU Radio with USRP. Telecommun. Syst. R. Gandhiraj, K. P. Soman
2013	—	`conf`	A Combined Crypto-steganographic Approach for Information Hiding in Audio Signals Using Sub-band Coding, Compressive Sensing and Singular Value Decomposition. SSCC G. Jyothish Lal, V. K. Veena, 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
2012	J	`jnl`	A novel method for detecting R-peaks in electrocardiogram (ECG) signal. Biomed. Signal Process. Control. M. Sabarimalai Manikandan, K. P. Soman
2012	J	`jnl`	G-Lets: Signal Processing Using Transformation Groups CoRR B. Rajathilagam, Murali Rangarajan, K. P. Soman
2012	J	`jnl`	Hierarchical Approach for Total Variation Digital Image Inpainting CoRR S. Padmavathi, N. Archana, K. P. Soman
2012	J	`jnl`	Hirarchical Digital Image Inpainting Using Wavelets CoRR S. Padmavathi, B. Priyalakshmi, K. P. Soman
2012	—	`conf`	Image Restoration Using Knowledge from the Image. ACITY (2) S. Padmavathi, K. P. Soman, R. Aarthi
2011	—	`conf`	Automated cardiac event change detection for continuous remote patient monitoring devices. ACWR Britty Baby, M. Sabarimalai Manikandan, K. P. Soman
2011	—	`conf`	Clause Boundary Identification for Tamil Language Using Dependency Parsing. SPIT/IPC R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman
2011	—	`conf`	Quality-driven wavelet based PCG signal coding for wireless cardiac patient monitoring. ACWR M. Sabarimalai Manikandan, K. P. Soman, Samarendra Dandapat
2011	—	`conf`	Tamil to Hindi Machine Transliteration Using Support Vector Machines. SPIT/IPC S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman
2010	—	`conf`	A Novel Approach to Morphological Generator for Tamil. ICDEM R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
2010	—	`conf`	A study of reconstruction algorithms in computerized tomographic images. A2CWiC T. Arathi, Latha Parameswaran, K. P. Soman
2010	—	`conf`	Audio visual based pronunciation dictionary for Indian languages. T4E Kathirvel Palanisamy, Attassry Manoj Kumar, Murugesan Chinnappa, M. Sabarimalai Manikandan, K. P. Soman
2010	—	`conf`	Fast computation of marginalized walk kernel for virtual screening in drug discovery. A2CWiC M. P. Preeja, K. P. Soman
2010	—	`conf`	Grammar Teaching Tools for Tamil language. T4E V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran
2010	Misc	`conf`	Kernel based part of speech tagger for Kannada. ICMLC P. J. Antony, K. P. Soman
2010	—	`conf`	Morphological Analyzer for Malayalam Using Machine Learning. ICDEM V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
2010	—	`conf`	Morphological Analyzer for Telugu Using Support Vector Machine. ICT G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman
2010	—	`conf`	Spline Biorthogonal Wavelet Design. ICT T. Arathi, K. P. Soman, Latha Parameswaran
2010	—	`conf`	Statistical Method for English to Kannada Transliteration. BAIP P. J. Antony, V. P. Ajith, K. P. Soman
2009	—	`conf`	A Novel Technique for English Font Recognition Using Support Vector Machines. ARTCom R. Ramanathan, K. P. Soman, L. Thaneshwaran, V. Viknesh, T. Arunkumar, P. Yuvaraj
2009	—	`conf`	A Support Vector Machines Approach for Efficient Facial Expression Recognition. ARTCom R. Ramanathan, K. P. Soman, Arun S. Nair, V. Vidhya Sagar, N. Sriram
2009	—	`conf`	A Watermarking Algorithm Based on Contourlet Transform and Nonnegative Matrix Factorization. ARTCom M. S. Silja, K. P. Soman
2009	—	`conf`	An Efficient Approach for Non-Invertible Cryptographic Key Generation from Cancelable Fingerprint Biometrics. ARTCom N. Lalithamani, K. P. Soman
2009	—	`conf`	An Intriguing Property of Scaling Function in Wavelet Theory and its Verification Using Daubechies-Lagarias Algorithm. ARTCom T. Arathi, K. P. Soman
2009	—	`conf`	Berkeley Wavelet Transform Based Image Watermarking. ARTCom P. Remya Ravindran, K. P. Soman
2009	—	`conf`	Chunker for Tamil. ARTCom V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran
2009	—	`conf`	Determining an Efficient Supervised Classification Method for Hyperspectral Image. ARTCom V. Joevivek, Hemalatha Thirugnanam, K. P. Soman
2009	—	`conf`	Generalised and Channel Independent SVM Based Robust Decoders for Wireless Applications. ARTCom R. Ramanathan, K. P. Soman, N. Valliappan, S. Pon Mathavan, M. Gayathri, R. Priya
2009	—	`conf`	Image Fusion Based on Overcomplete Rational Wavelet Transform with an Improved IHS Method. ARTCom K. Mallika, K. P. Soman
2009	—	`conf`	Improved Technique for the Construction of Parametric M-Band Wavelets. ARTCom R. Ramanathan, K. P. Soman
2009	—	`conf`	Improving Security of Watermarking Algorithms via Parametric M-band Wavelet Transform. ARTCom Hemalatha Thirugnanam, K. Sukumar, K. P. Soman
2009	—	`conf`	Investigation and Development of Methods to Solve Multi-Class Classification Problems. ARTCom R. Ramanathan, K. P. Soman, P. A. Rohini, G. Dharshana
2009	—	`conf`	Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches. ARTCom V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran
2009	—	`conf`	Multi Image-Watermarking Scheme Based on Framelet and SVD. ARTCom K. Sukumar, Hemalatha Thirugnanam, K. P. Soman
2009	—	`conf`	Performance Evaluation of Information Theoretic Image Fusion Metrics over Quantitative Metrics. ARTCom T. Arathi, K. P. Soman
2009	—	`conf`	Polyphase Matrix Factorization - A Simplified Explanation. ARTCom D. Bharath Bhushan, K. P. Soman
2009	—	`conf`	Recursive Projection Profiling for Text-Image Separation. SCSS Shivsubramani Krishnamoorthy, R. Loganathan, K. P. Soman
2009	—	`conf`	Wireless Sensor Network Localization With Imprecise Measurements Using Only a Quadratic Solver. ICWN Maneesha V. Ramesh, K. P. Soman
2008	—	`conf`	Video Annotation using Saliency. IPCV Joseph Amudha, K. P. Soman, Keerthana Vasanth
2007	—	`conf`	Fast Single-Shot Multiclass Proximal Support Vector Machines and Perceptions. ICCTA K. P. Soman, R. Loganathan, M. S. Vijaya, V. Ajay, K. Shivsubramani