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ORCIDK. P. Soman
Soman Kotti Padannayil – Soman K. P – Kutti Padanyl Soman – Soman K. P.
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- affiliation: Amrita University, India
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2020 – today
- 2024
[j55]Sreelakshmi K
, B. Premjith, Bharathi Raja Chakravarthi, K. P. Soman:
Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach. IEEE Access 12: 20064-20090 (2024)- [j54]Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P:
Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. 83(6): 16799-16822 (2024) - [j53]Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman:
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11(1): 1362-1371 (2024) - 2023
- [j52]Neethu Mohan, S. Sachin Kumar, K. P. Soman, V. G. Sujadevi, Prabaharan Poornachandran, U. Rajendra Acharya:
A Data-Driven Hybrid Methodology Using Randomized Low-Rank DMD Approximation and Flat-Top FIR Filter for Voltage Fluctuations Monitoring in Grid-Connected Distributed Generation Systems. IEEE Access 11: 39228-39242 (2023) - [j51]J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.:
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. 123(Part B): 106416 (2023) - [j50]Anand Kumar Madasamy, Soman Kotti Padannayil:
Transfer learning based code-mixed part-of-speech tagging using character level representations for Indian languages. J. Ambient Intell. Humaniz. Comput. 14(6): 7207-7218 (2023) - [j49]J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman:
Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. 82(14): 21311-21351 (2023) - [j48]J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman:
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. 35(11): 8259-8279 (2023) - [j47]Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar:
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27(21): 15563-15579 (2023) - [j46]Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman:
Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning. IEEE Trans. Engineering Management 70(1): 249-266 (2023) - [j45]Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P:
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management 70(8): 2787-2799 (2023) - [c178]Vivek Rajendran, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman, S. Dhivya:
A Comparative Analysis of Machine Learning and Deep Learning Approaches for Circular RNA Classification. IC3I 2023: 1026-1034 - [c177]B. E. Pranav Kumaar, Aadharsh Aadhithya A, S. Sachin Kumar, Harishchander Anandaram, K. P. Soman:
Optimal Perfect Phylogeny Using ILP and Continuous Approximations. ICACDS 2023: 122-135 - [c176]M. Vinayak, Harishchander Anandaram, S. Sachin Kumar, K. P. Soman:
Circ RNA Based Classification of SARS CoV-2, SARS CoV-1 and MERS-CoVUsing Machine Learning. ICACDS 2023: 426-439 - [p11]Shamika Ganesan, R. Anand, V. Sowmya, K. P. Soman:
Initial Stage Identification of COVID-19 Using Capsule Networks. Smart Computer Vision 2023: 203-222 - [p10]Krishnendu C. S., V. Sowmya, K. P. Soman:
Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features. Smart Computer Vision 2023: 273-293 - [i33]Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya Vishvanathan, Soman K. P:
Learning (With) Distributed Optimization. CoRR abs/2308.05548 (2023) - 2022
- [j44]Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Atul Kr. Ojha:
A Non-Exclusive Multi-Class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification Text. IEEE Access 10: 117707-117714 (2022) - [j43]Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman:
Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. 206: 117688 (2022) - [j42]Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty:
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. 81(25): 36257-36273 (2022) - [i32]Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P:
Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR abs/2201.06997 (2022) - 2021
- [j41]Priyanga V. T, Sanjanasri J. P., Vijay Krishna Menon, E. A. Gopalakrishnan, K. P. Soman:
Exploring fake news identification using word and sentence embeddings. J. Intell. Fuzzy Syst. 41(5): 5441-5448 (2021) - [j40]O. K. Sikha, Soman K. P.:
Dynamic Mode Decomposition based salient edge/region features for content based image retrieval. Multim. Tools Appl. 80(10): 15937-15958 (2021) - [j39]B. Premjith, K. P. Soman:
Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(6): 94:1-94:17 (2021) - [c175]Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk:
Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework. BUCC@RANLP 2021: 2-7 - [c174]N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman:
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) 2021: 31-39 - [c173]R. Priyamvada, D. Govind, Vijay Krishna Menon, B. Premjith, K. P. Soman:
Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture. FICTA (1) 2021: 41-49 - [c172]Yamini Madan, Iswarya Kannoth Veetil, Sowmya Vishvanathan, Gopalakrishnan E. A, Soman K. P:
Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson's Disease Detection. FICTA (2) 2021: 171-178 - [c171]Deepthi Sudharsan, Asmitha U, Premjith B, Soman K. P:
DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents. FIRE (Working Notes) 2021: 534-540 - [c170]Pavan Kumar P. H. V, Premjith B, Sanjanasri J. P., Soman K. P:
Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages. FIRE (Working Notes) 2021: 1029-1037 - [c169]R. Sai Kesav, B. Premjith, K. P. Soman:
Dependency Parser for Hindi Using Integer Linear Programming. ICACDS (2) 2021: 42-51 - [c168]Shamika Ganesan, S. Sachin Kumar, K. P. Soman:
Biological Sequence Embedding Based Classification for MERS and SARS. ICACDS (1) 2021: 475-487 - [c167]R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman:
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) 2021: 538-549 - [c166]Shamika Ganesan, Vinayakumar Ravi, Moez Krichen, V. Sowmya, Roobaea Alroobaea, Soman K. P.:
Robust Malware Detection using Residual Attention Network. ICCE 2021: 1-6 - [c165]Namrata Nair, Sankaran Narayanan, Pradeep Achan, K. P. Soman:
Clinical Note Section Identification Using Transfer Learning. ICICT (1) 2021: 533-542 - [c164]U. Vamsi Krishna, B. Premjith, K. P. Soman:
A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction. ICMC 2021: 301-308 - [c163]Shamika Ganesan, S. Sachin Kumar, K. P. Soman:
Deep Learning Based NLP Embedding Approach for Biosequence Classification. MIKE 2021: 161-173 - [c162]Rohith Ramakrishnan, Anirudh Vadakedath, U. Vamsi Krishna, B. Premjith, K. P. Soman:
Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition. PACLIC 2021: 711-720 - [c161]Sreelakshmi K, Premjith B, K. P. Soman:
Transformer based Offensive Language Identification in Spanish. IberLEF@SEPLN 2021: 233-239 - [i31]Bharathi Raja Chakravarthi, Jishnu Parameswaran P. K, Premjith B, K. P. Soman, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kingston Pal Thamburaj, John P. McCrae:
DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam. CoRR abs/2106.04853 (2021) - [i30]N. S. Kamal, Barathi Ganesh HB, Sajith Variyar VV, V. Sowmya, Soman K. P.:
Geometry Based Machining Feature Retrieval with Inductive Transfer Learning. CoRR abs/2108.11838 (2021) - 2020
- [j38]Sowmya Vishvanathan, D. Govind, K. P. Soman:
Significance of processing chrominance information for scene classification: a review. Artif. Intell. Rev. 53(2): 811-842 (2020) - [j37]Vinayakumar R., Soman K. P.:
Siamese neural network architecture for homoglyph attacks detection. ICT Express 6(1): 16-19 (2020) - [j36]Sanjanasri J. P., M. Anand Kumar, K. P. Soman:
Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages. Int. J. Comput. Aided Eng. Technol. 13(1/2): 239-257 (2020) - [j35]Vyshnav M. T, S. Sachin Kumar, Neethu Mohan, K. P. Soman:
Random fourier feature based music-speech classification. J. Intell. Fuzzy Syst. 38(5): 6353-6363 (2020) - [j34]O. K. Sikha, K. P. Soman, S. Sachin Kumar:
VMD-DMD coupled data-driven approach for visual saliency in noisy images. Multim. Tools Appl. 79(3-4): 1951-1970 (2020) - [j33]O. K. Sikha, K. P. Soman:
Multi-resolution dynamic mode decomposition-based salient region detection in noisy images. Signal Image Video Process. 14(1): 167-175 (2020) - [c160]Sanjanasri J. P., B. Premjith, Vijay Krishna Menon, K. P. Soman:
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus. BUCC@LREC 2020: 61-64 - [c159]Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman:
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding. BUCC@LREC 2020: 65-68 - [c158]Krishnendu C. S., V. Sowmya, K. P. Soman:
Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification. FICTA (1) 2020: 737-746 - [c157]Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman:
Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) 2020: 755-763 - [c156]Bharathi Raja Chakravarthi, Anand Kumar M, John P. McCrae, B. Premjith, K. P. Soman, Thomas Mandl:
Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix. FIRE (Working Notes) 2020: 112-120 - [c155]Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman:
Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT 2020: 1-5 - [c154]Neethu Mohan, S. Sachin Kumar, K. P. Soman:
Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising. ICCCNT 2020: 1-5 - [c153]Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan, V. Sowmya, K. P. Soman:
Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids. ICCCNT 2020: 1-5 - [c152]Malneedi Vamsi, K. P. Soman:
In-Vehicle Occupancy Detection And Classification Using Machine Learning. ICCCNT 2020: 1-6 - [c151]M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman:
Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT 2020: 1-7 - [c150]Sriram S, Vinayakumar R., Mamoun Alazab, K. P. Soman:
Network Flow based IoT Botnet Attack Detection using Deep Learning. INFOCOM Workshops 2020: 189-194 - [c149]Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman:
Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops 2020: 740-745 - [p9]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced DGA Detection. Handbook of Computer Networks and Cyber Security 2020: 905-928 - [p8]G. Remmiya Devi, M. Anand Kumar, K. P. Soman:
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 2020: 207-223 - [i29]Vyshnav M. T, S. Sachin Kumar, Soman K. P:
Offensive Language Detection: A Comparative Analysis. CoRR abs/2001.03131 (2020) - [i28]Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya:
Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm. CoRR abs/2003.12017 (2020) - [i27]Simran K, Sriram S, Vinayakumar R., K. P. Soman:
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security. CoRR abs/2004.00502 (2020) - [i26]Simran K, Prathiksha Balakrishna, Vinayakumar R., K. P. Soman:
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. CoRR abs/2004.00503 (2020) - [i25]Simran K, Prathiksha Balakrishna, Vinayakumar R., Soman K. P.:
Deep Learning based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis. CoRR abs/2004.04812 (2020)
2010 – 2019
- 2019
- [j32]R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman:
Deep Learning Approach for Intelligent Intrusion Detection System. IEEE Access 7: 41525-41550 (2019) - [j31]R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Sitalakshmi Venkatraman:
Robust Intelligent Malware Detection Using Deep Learning. IEEE Access 7: 46717-46738 (2019) - [j30]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs. Int. J. Digit. Crime Forensics 11(3): 65-89 (2019) - [j29]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, Vysakh S. Mohan, Amara Dinesh Kumar:
ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis. J. Cyber Secur. Mobil. 8(2): 189-240 (2019) - [j28]Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman:
Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. 36(3): 1957-1965 (2019) - [j27]Naveen Varghese Jacob, V. Sowmya, K. P. Soman:
Effect of denoising on hyperspectral image classification using deep networks and kernel methods. J. Intell. Fuzzy Syst. 36(3): 2067-2073 (2019) - [j26]B. Premjith, M. Anand Kumar, K. P. Soman:
Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus. J. Intell. Syst. 28(3): 387-398 (2019) - [j25]S. Sachin Kumar, M. Anand Kumar, K. P. Soman:
Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing). J. Intell. Syst. 28(3): 423-435 (2019) - [j24]M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman:
An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017. J. Intell. Syst. 28(3): 455-464 (2019) - [j23]Anju Unnikrishnan, V. Sowmya, K. P. Soman:
Deep learning architectures for land cover classification using red and near-infrared satellite images. Multim. Tools Appl. 78(13): 18379-18394 (2019) - [c148]Vinayakumar R., Mamoun Alazab, Alireza Jolfaei, Soman K. P., Prabaharan Poornachandran:
Ransomware Triage Using Deep Learning: Twitter as a Case Study. CCC 2019: 67-73 - [c147]Sreelakshmi K, Premjith B, Soman K. P:
Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text. FIRE (Working Notes) 2019: 366-369 - [c146]Chandni M, Priyanga V. T, Premjith B, Soman K. P:
Amrita CEN CIQ: Classification of Insincere Questions. FIRE (Working Notes) 2019: 456-462 - [c145]Athira Gopalakrishnan, K. P. Soman, B. Premjith:
Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture. ICCCNT 2019: 1-5 - [c144]Naveenkumar K. S, R. Vinayakumar, K. P. Soman:
Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning. ICCCNT 2019: 1-5 - [c143]T. Tulasi Sasidhar, Sreelakshmi K, Vyshnav M. T, V. Sowmya, Soman K. P.:
Land Cover Satellite Image Classification Using NDVI and SimpleCNN. ICCCNT 2019: 1-5 - [c142]D. Govind, S. Lakshmi Priya, S. Akarsh, B. Ganga Gowri, K. P. Soman:
Improved Epoch Extraction From Speech Signals Using Wavelet Synchrosqueezed Transform. NCC 2019: 1-5 - [c141]S. Sriram, K. Simran, R. Vinayakumar, S. Akarsh, K. P. Soman:
Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment. SSCC 2019: 111-120 - [c140]K. Simran, Prathiksha Balakrishna, R. Vinayakumar, K. P. Soman:
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. SSCC 2019: 135-145 - [c139]Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, K. P. Soman:
Dynamic Mode Decomposition based feature for Image Classification. TENCON 2019: 745-750 - [p7]K. P. Soman, S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran:
Modern Methods for Signal Analysis and Its Applications. Recent Advances in Computational Intelligence 2019: 263-290 - [p6]S. N. Mohan Raj, S. Sachin Kumar, S. Rajendran, K. P. Soman:
Word Sense Disambiguation of Malayalam Nouns. Recent Advances in Computational Intelligence 2019: 291-314 - [p5]Sujith Viswanathan, M. Anand Kumar, K. P. Soman:
A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language. Recent Advances in Computational Intelligence 2019: 315-339 - [p4]B. Premjith, K. P. Soman, M. Anand Kumar, D. Jyothi Ratnam:
Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English - Malayalam Machine Translation Context. Recent Advances in Computational Intelligence 2019: 341-370 - [p3]Nikhil Damodaran, V. Sowmya, D. Govind, K. P. Soman:
Scene Classification Using Transfer Learning. Recent Advances in Computer Vision 2019: 363-399 - [p2]D. Jyothi Ratnam, K. P. Soman, T. K. Biji Mol, M. G. Priya:
Translation Equivalence for English Periphrastic Causative Constructions into Hindi in the Context of English to Hindi Machine Translation System. Recent Advances in Computational Intelligence 2019: 371-392 - [p1]V. Sowmya, K. P. Soman, M. Hassaballah:
Hyperspectral Image: Fundamentals and Advances. Recent Advances in Computer Vision 2019: 401-424 - [i24]Vidya Prasad K, Akarsh S, R. Vinayakumar, Soman K. P:
A Deep Learning Approach for Similar Languages, Varieties and Dialects. CoRR abs/1901.00297 (2019) - [i23]Rahul-Vigneswaran K, Soman K. P.:
An Insight into the Dynamics and State Space Modelling of a 3-D Quadrotor. CoRR abs/1901.01051 (2019) - [i22]Naveenkumar K. S, R. Vinayakumar, Soman K. P:
Emotion Detection using Data Driven Models. CoRR abs/1901.03141 (2019) - [i21]Mohammed Harun Babu R, R. Vinayakumar, Soman K. P:
RNNSecureNet: Recurrent neural networks for Cyber security use-cases. CoRR abs/1901.04281 (2019) - [i20]Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman K. P:
A Compendium on Network and Host based Intrusion Detection Systems. CoRR abs/1904.03491 (2019) - [i19]Rahul-Vigneswaran K, Neethu Mohan, Soman K. P:
Data-driven Computing in Elasticity via Chebyshev Approximation. CoRR abs/1904.10434 (2019) - [i18]Rahul-Vigneswaran K, S. Sachin Kumar, Neethu Mohan, Soman K. P.:
Dynamic Mode Decomposition based feature for Image Classification. CoRR abs/1910.03188 (2019) - 2018
- [j22]P. V. Veena, M. Anand Kumar, K. P. Soman:
Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text. Computación y Sistemas 22(1) (2018) - [j21]Swapna G., Vinayakumar R., Soman K. P.:
Diabetes detection using deep learning algorithms. ICT Express 4(4): 243-246 (2018) - [j20]Vinayakumar R., Soman K. P.:
DeepMalNet: Evaluating shallow and deep networks for static PE malware detection. ICT Express 4(4): 255-258 (2018) - [j19]K. Manjusha, M. Anand Kumar, K. P. Soman:
Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition. Int. J. Document Anal. Recognit. 21(3): 187-198 (2018) - [j18]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar:
Evaluating deep learning approaches to characterize and classify the DGAs at scale. J. Intell. Fuzzy Syst. 34(3): 1265-1276 (2018) - [j17]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar:
Detecting Android malware using Long Short-term Memory (LSTM). J. Intell. Fuzzy Syst. 34(3): 1277-1288 (2018) - [j16]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Evaluating deep learning approaches to characterize and classify malicious URL's. J. Intell. Fuzzy Syst. 34(3): 1333-1343 (2018) - [j15]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Detecting malicious domain names using deep learning approaches at scale. J. Intell. Fuzzy Syst. 34(3): 1355-1367 (2018) - [j14]S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman:
Deep learning based spell checker for Malayalam language. J. Intell. Fuzzy Syst. 34(3): 1427-1434 (2018) - [j13]Remmiya Devi G, M. Anand Kumar, K. P. Soman:
Co-occurrence based word representation for extracting named entities in Tamil tweets. J. Intell. Fuzzy Syst. 34(3): 1435-1442 (2018) - [j12]Shivkaran Singh, M. Anand Kumar, K. P. Soman:
Attention based English to Punjabi neural machine translation. J. Intell. Fuzzy Syst. 34(3): 1551-1559 (2018) - [j11]B. Ganga Gowri, K. P. Soman:
Enhancement of white Gaussian noise affected speech using VMD-ℓ1 trend filter method. J. Intell. Fuzzy Syst. 34(3): 1701-1711 (2018) - [j10]O. K. Sikha, S. Sachin Kumar, K. P. Soman:
Salient region detection and object segmentation in color images using dynamic mode decomposition. J. Comput. Sci. 25: 351-366 (2018) - [j9]V. Ankarao, V. Sowmya, K. P. Soman:
Multi-sensor data fusion using NIHS transform and decomposition algorithms. Multim. Tools Appl. 77(23): 30381-30402 (2018) - [j8]R. Reshma, V. Sowmya, K. P. Soman:
Effect of Legendre-Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification. Neural Comput. Appl. 29(8): 301-310 (2018) - [j7]M. Swarna, V. Sowmya, K. P. Soman:
Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms. Signal Image Video Process. 12(8): 1463-1470 (2018) - [c138]Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G:
Indian Native Language Identification - INLI 2018. FIRE 2018: 11-15 - [c137]Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M:
Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL. FIRE 2018: 18-20 - [c136]Anand Kumar M, Barathi Ganesh H. B., Ajay S. G, Soman K. P:
Overview of the second shared task on Indian Native Language Identification (INLI). FIRE (Working Notes) 2018: 39-50 - [c135]B. Premjith, Soman K. P, Prabaharan Poornachandran:
A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features. FIRE 2018: 56-60 - [c134]Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M:
Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages. FIRE (Working Notes) 2018: 119-128 - [c133]Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation. ICACCI 2018: 1126-1131 - [c132]Greeshma Prabha, P. V. Jyothsna, K. K. Shahina, B. Premjith, K. P. Soman:
A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language. ICACCI 2018: 1132-1136 - [c131]Aravind Ravikumar, Neethu Mohan, K. P. Soman:
Performance Enhancement of a Series Active Power Filter using Kalman Filter based Neural Network Control Strategy. ICACCI 2018: 1702-1706 - [c130]Rahul-Vigneswaran K, R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security. ICCCNT 2018: 1-6 - [c129]Anu Vazhayil, R. Vinayakumar, K. P. Soman:
Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks. ICCCNT 2018: 1-6 - [c128]R. Vinayakumar, K. P. Soman, Pradeep Menon:
CT-Blocks: Learning Computational Thinking by Snapping Blocks. ICCCNT 2018: 1-7 - [c127]R. Vinayakumar, K. P. Soman, Pradeep Menon:
Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way. ICCCNT 2018: 1-6 - [c126]R. Vinayakumar, K. P. Soman, Pradeep Menon:
Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling. ICCCNT 2018: 1-6 - [c125]R. Vinayakumar, K. P. Soman, Pradeep Menon:
Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners. ICCCNT 2018: 1-6 - [c124]R. Vinayakumar, K. P. Soman, Pradeep Menon:
CT-Blocks Analyser: Analysing CT-Blocks Projects. ICCCNT 2018: 1-5 - [c123]R. Vinayakumar, K. P. Soman, Pradeep Menon:
Building-Blocks: Generating 3D Design by Snapping Blocks. ICCCNT 2018: 1-6 - [c122]R. Vinayakumar, K. P. Soman, Pradeep Menon:
Fractal Geometry: Enhancing Computational Thinking with MIT Scratch. ICCCNT 2018: 1-6 - [c121]R. Vinayakumar, K. P. Soman, Pradeep Menon:
DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks. ICCCNT 2018: 1-6 - [c120]B. Ganga Gowri, Soman K. P, D. Govind:
Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering. INTERSPEECH 2018: 2152-2156 - [c119]Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets. SemEval@NAACL-HLT 2018: 319-323 - [c118]Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets. SemEval@NAACL-HLT 2018: 329-333 - [c117]Anon George, Barathi Ganesh H. B., Anand Kumar M, Soman K. P:
TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection. SemEval@NAACL-HLT 2018: 334-338 - [c116]Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation. SemEval@NAACL-HLT 2018: 486-490 - [c115]Vivek Vinayan, M. Anand Kumar, Soman K. P:
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation. SemEval@NAACL-HLT 2018: 1003-1007 - [c114]Vysakh S. Mohan, R. Vinayakumar, Soman K. P, Prabaharan Poornachandran:
S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors. IEEE Symposium on Security and Privacy Workshops 2018: 258-263 - [i17]Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman:
Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. CoRR abs/1804.07347 (2018) - [i16]Anu Vazhayil, Vinaykumar R., Soman K. P:
DeepProteomics: Protein family classification using Shallow and Deep Networks. CoRR abs/1809.04461 (2018) - [i15]Amara Dinesh Kumar, R. Vinayakumar, K. P. Soman:
DeepImageSpam: Deep Learning based Image Spam Detection. CoRR abs/1810.03977 (2018) - [i14]Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar, Soman K. P:
A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. CoRR abs/1810.04144 (2018) - [i13]R. Vinayakumar, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman K. P:
Deep-Net: Deep Neural Network for Cyber Security Use Cases. CoRR abs/1812.03519 (2018) - [i12]Mohammed Harun Babu R, R. Vinayakumar, Soman K. P:
A short review on Applications of Deep learning for Cyber security. CoRR abs/1812.06292 (2018) - 2017
- [j6]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS). Int. J. Inf. Syst. Model. Des. 8(3): 43-63 (2017) - [j5]Sowmya Vishvanathan, Govind Divakaran, Kutti Padanyl Soman:
Significance of perceptually relevant image decolorization for scene classification. J. Electronic Imaging 26(6): 63019 (2017) - [j4]V. Vishnu Pradeep, V. Sowmya, K. P. Soman:
Application of M-band wavelet in pan-sharpening. J. Intell. Fuzzy Syst. 32(4): 3151-3158 (2017) - [j3]V. Sowmya, D. Govind, K. P. Soman:
Significance of incorporating chrominance information for effective color-to-grayscale image conversion. Signal Image Video Process. 11(1): 129-136 (2017) - [c113]Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman:
NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. SMM4H@AMIA 2017: 79-82 - [c112]Rahul Krishnan Pathinarupothi, Vinaykumar R., Ekanath Rangan, E. Gopalakrishnan, K. P. Soman:
Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning. BHI 2017: 293-296 - [c111]Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P:
AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques. FIRE (Working Notes) 2017: 8-12 - [c110]Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P:
Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017. FIRE (Working Notes) 2017: 25-27 - [c109]Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P:
Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017. FIRE (Working Notes) 2017: 69-71 - [c108]M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso:
Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification. FIRE (Working Notes) 2017: 99-105 - [c107]Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman:
Stock price prediction using dynamic mode decomposition. ICACCI 2017: 55-60 - [c106]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Long short-term memory based operation log anomaly detection. ICACCI 2017: 236-242 - [c105]R. Vinayakumar, K. P. Soman, K. K. Senthil Velan, Shaunak Ganorkar:
Evaluating shallow and deep networks for ransomware detection and classification. ICACCI 2017: 259-265 - [c104]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Evaluating shallow and deep networks for secure shell (ssh)traffic analysis. ICACCI 2017: 266-274 - [c103]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Deep encrypted text categorization. ICACCI 2017: 364-370 - [c102]S. Dev Vishnu, Sachin Rajan, V. Sowmya, K. P. Soman:
Hyperspectral image denoising: A least square approach using wavelet filters. ICACCI 2017: 805-811 - [c101]G. Amrithanandha Babu, K. Guruvayoorappan, V. V. Sajith Variyar, K. P. Soman:
Design and fabrication of robotic systems : Converting a conventional car to a driverless car. ICACCI 2017: 857-863 - [c100]Vishnu S. Dev, V. V. Sajith Variyar, K. P. Soman:
Steering angle estimation for autonomous vehicle. ICACCI 2017: 871-876 - [c99]Shimil Jose, V. V. Sajith Variyar, K. P. Soman:
Effective utilization and analysis of ros on embedded platform for implementing autonomous car vision and navigation modules. ICACCI 2017: 877-882 - [c98]R. Praveena, M. Anand Kumar, K. P. Soman:
Chunking based malayalam paraphrase identification using unfolding recursive autoencoders. ICACCI 2017: 922-928 - [c97]Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi:
Improving the rule based machine translation system using sentence simplification (english to tamil). ICACCI 2017: 957-963 - [c96]Srinidhi Skanda V, M. Anand Kumar, K. P. Soman:
Detecting stance in kannada social media code-mixed text using sentence embedding. ICACCI 2017: 964-969 - [c95]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Applying convolutional neural network for network intrusion detection. ICACCI 2017: 1222-1228 - [c94]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Evaluating effectiveness of shallow and deep networks to intrusion detection system. ICACCI 2017: 1282-1289 - [c93]V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan, A. S. Arunjith:
Denoising of phonocardiogram signals using variational mode decomposition. ICACCI 2017: 1443-1446 - [c92]Shimil Jose, Neethu Mohan, V. Sowmya, K. P. Soman:
Least square based image deblurring. ICACCI 2017: 1453-1457 - [c91]P. V. Veena, M. Anand Kumar, K. P. Soman:
An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding. ICACCI 2017: 1552-1556 - [c90]Sreelekshmy Selvin, R. Vinayakumar, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman:
Stock price prediction using LSTM, RNN and CNN-sliding window model. ICACCI 2017: 1643-1647 - [c89]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Deep android malware detection and classification. ICACCI 2017: 1677-1683 - [c88]Rohit Mohan, E. A. Gopalakrishnan, K. P. Soman:
Classification of states of bi-stable oscillator using deep learning. ICACCI 2017: 1792-1796 - [c87]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks. ICACCI 2017: 2026-2032 - [c86]R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran:
Applying deep learning approaches for network traffic prediction. ICACCI 2017: 2353-2358 - [c85]C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman:
Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval. ICACCI 2017: 2396 - [c84]Rahul Krishnan Pathinarupothi, Dhara Prathap J, Ekanath Srihari Rangan, E. Gopalakrishnan, Vinaykumar R., Soman K. P:
Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning. ICHI 2017: 524-529 - [c83]V. Sowmya, Aleena Ajay, D. Govind, K. P. Soman:
Improved color scene classification system using deep belief networks and support vector machines. ICSIPA 2017: 33-38 - [c82]V. Sowmya, D. Govind, K. P. Soman:
Significance of contrast and structure features for an improved color image classification system. ICSIPA 2017: 210-215 - [c81]S. Sachin Kumar, M. Anand Kumar, K. P. Soman:
Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets. MIKE 2017: 320-334 - [c80]K. Manjusha, M. Anand Kumar, K. P. Soman:
Scattering representation in Malayalam character recognition. NCC 2017: 1-5 - [c79]R. Vinayakumar, S. Sachin Kumar, B. Premjith, Prabaharan Poornachandran, Soman Kotti Padannayil:
Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017. IberEval@SEPLN 2017: 222-229 - [c78]V. G. Sujadevi, K. P. Soman, S. Sachin Kumar, Neethu Mohan:
A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal. SIRS 2017: 116-126 - [c77]Sachin Rajan, V. Sowmya, D. Govind, K. P. Soman:
Dependency of Various Color and Intensity Planes on CNN Based Image Classification. SIRS 2017: 167-177 - [c76]R. K. Rahul, T. Anjali, Vijay Krishna Menon, K. P. Soman:
Deep Learning for Network Flow Analysis and Malware Classification. SSCC 2017: 226-235 - [c75]R. Vinayakumar, B. Premjith, S. Sachin Kumar, K. P. Soman, Prabaharan Poornachandran:
deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets. WASSA@EMNLP 2017: 259-263 - [i11]Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman:
Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language. CoRR abs/1704.05611 (2017) - [i10]Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Vector Space Model as Cognitive Space for Text Classification. CoRR abs/1708.06068 (2017) - [i9]R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Deep Health Care Text Classification. CoRR abs/1710.08396 (2017) - [i8]V. Sowmya, D. Govind, K. P. Soman:
Exploring the significance of using perceptually relevant image decolorization method for scene classification. CoRR abs/1712.10152 (2017) - 2016
- [c74]Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Statistical Semantics in Context Space : Amrita_CEN@Author Profiling. CLEF (Working Notes) 2016: 881-889 - [c73]Vijay Krishna Menon, Nithin Chekravarthi Vasireddy, Sai Aswin Jami, Viswa Teja Naveen Pedamallu, Varsha Suresh Kumar, K. P. Soman:
Bulk Price Forecasting Using Spark over NSE Data Set. DMBD 2016: 137-146 - [c72]Prabaharan Poornachandran, S. Praveen, Aravind Ashok, Manu R. Krishnan, K. P. Soman:
Drive-by-Download Malware Detection in Hosts by Analyzing System Resource Utilization Using One Class Support Vector Machines. FICTA (2) 2016: 129-137 - [c71]K. HariKumar, K. P. Soman:
Convex Hyperspectral Unmixing Algorithm Using Parameterized Non-convex Penalty Function. FICTA (2) 2016: 209-217 - [c70]Yedu C. Nair, S. Sachin Kumar, K. P. Soman:
Real-Time Automotive Engine Fault Detection and Analysis Using BigData Platforms. FICTA (1) 2016: 507-514 - [c69]Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
From Vector Space Models to Vector Space Models of Semantics. FIRE Workshop 2016: 50-60 - [c68]M. Anand Kumar, Soman K. P:
Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings. FIRE (Working Notes) 2016: 122-125 - [c67]Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
Distributional Semantic Representation for Text Classification and Information Retrieval. FIRE (Working Notes) 2016: 126-130 - [c66]M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman:
Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview. FIRE Workshop 2016: 128-140 - [c65]Shivkaran Singh, M. Anand Kumar, Soman K. P:
CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models. FIRE (Working Notes) 2016: 131-134 - [c64]Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P:
AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features. FIRE (Working Notes) 2016: 197-200 - [c63]Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
Distributional Semantic Representation in Health Care Text Classification. FIRE (Working Notes) 2016: 201-204 - [c62]Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman:
Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text. FIRE Workshop 2016: 206-218 - [c61]M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P:
DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language. FIRE (Working Notes) 2016: 233-238 - [c60]Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P:
AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets. FIRE (Working Notes) 2016: 304-308 - [c59]Barathi Ganesh H. B., M. Anand Kumar, Soman K. P:
Conditional Random Fields for Code Mixed Entity Recognition. FIRE (Working Notes) 2016: 309-312 - [c58]Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P:
CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text. FIRE (Working Notes) 2016: 321-324 - [c57]Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension. SemEval@NAACL-HLT 2016: 706-711 - [c56]Sanjay S. P., Anand Kumar M, K. P. Soman:
AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding. SemEval@NAACL-HLT 2016: 1022-1027 - [c55]Athira Chandran, T. Anjali, Neethu Mohan, K. P. Soman:
Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries. SoCPaR 2016: 409-418 - [c54]M. Swarna, V. Sowmya, K. P. Soman:
Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing. SoCPaR 2016: 429-439 - [c53]B. Ashwini, Vijay Krishna Menon, K. P. Soman:
Prediction of Malicious Domains Using Smith Waterman Algorithm. SSCC 2016: 369-376 - [i7]Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman:
A new TAG Formalism for Tamil and Parser Analytics. CoRR abs/1604.01235 (2016) - [i6]O. K. Sikha, S. Sachin Kumar, K. P. Soman:
Salient Region Detection and Segmentation in Images using Dynamic Mode Decomposition. CoRR abs/1607.03021 (2016) - 2015
- [c52]Rahul Venkatesh Kumar, M. Anand Kumar, K. P. Soman:
AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text. FIRE Workshops 2015: 26-28 - [c51]Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman:
AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding. FIRE Workshops 2015: 67-70 - [c50]M. Anand Kumar, Shriya Se, K. P. Soman:
AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages. FIRE Workshops 2015: 85-88 - [c49]Sanjay S. P., M. Anand Kumar, K. P. Soman:
AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts. FIRE Workshops 2015: 96-99 - [c48]Vijay Krishna Menon, S. Rajendran, K. P. Soman:
A synchronised tree adjoining Grammar for English to Tamil Machine Translation. ICACCI 2015: 1497-1501 - [c47]S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman:
AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning. MIKE 2015: 671-683 - [c46]Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman:
AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages. MIKE 2015: 703-710 - [c45]Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman:
AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities. #MSM 2015: 64-65 - [c44]Mahalakshmi Shanumuga Sundaram, Anand Kumar Madasamy, Soman Kotti Padannayil:
AMRITA_CEN$@$SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders. SemEval@NAACL-HLT 2015: 45-50 - [c43]B. Ganga Gowri, S. Sachin Kumar, Neethu Mohan, K. P. Soman:
A VMD Based Approach for Speech Enhancement. SIRS 2015: 309-321 - [c42]S. Sachin Kumar, Neethu Mohan, Prabaharan Poornachandran, K. P. Soman:
Condition Monitoring in Roller Bearings using Cyclostationary Features. WCI 2015: 690-697 - 2014
- [j2]R. Gandhiraj, K. P. Soman:
Modern analog and digital communication systems development using GNU Radio with USRP. Telecommun. Syst. 56(3): 367-381 (2014) - [c41]R. Anil, K. Manjusha, S. Sachin Kumar, K. P. Soman:
Convolutional Neural Networks for the Recognition of Malayalam Characters. FICTA (2) 2014: 493-500 - [c40]N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, K. P. Soman:
AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features. FIRE 2014: 103-111 - [c39]Anand Kumar M, K. P. Soman:
AMRITA_CEN@FIRE-2014: Morpheme Extraction and Lemmatization for Tamil using Machine Learning. FIRE 2014: 112-120 - [i5]M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi:
Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing. CoRR abs/1409.8581 (2014) - 2013
- [c38]S. Sachin Kumar, K. Manjusha, K. P. Soman:
Novel SVD Based Character Recognition Approach for Malayalam Language Script. ISI 2013: 435-442 - [c37]G. Jyothish Lal, V. K. Veena, K. P. Soman:
A Combined Crypto-steganographic Approach for Information Hiding in Audio Signals Using Sub-band Coding, Compressive Sensing and Singular Value Decomposition. SSCC 2013: 52-62 - [i4]B. Premjith, S. Sachin Kumar, Akhil Manikkoth, T. V. Bijeesh, K. P. Soman:
Insight into Primal Augmented Lagrangian Multilplier Method. CoRR abs/1312.7637 (2013) - 2012
- [j1]M. Sabarimalai Manikandan, K. P. Soman:
A novel method for detecting R-peaks in electrocardiogram (ECG) signal. Biomed. Signal Process. Control. 7(2): 118-128 (2012) - [c36]S. Padmavathi, K. P. Soman, R. Aarthi:
Image Restoration Using Knowledge from the Image. ACITY (2) 2012: 19-25 - [i3]B. Rajathilagam, Murali Rangarajan, K. P. Soman:
G-Lets: Signal Processing Using Transformation Groups. CoRR abs/1201.2995 (2012) - [i2]S. Padmavathi, N. Archana, K. P. Soman:
Hierarchical Approach for Total Variation Digital Image Inpainting. CoRR abs/1207.3576 (2012) - [i1]S. Padmavathi, B. Priyalakshmi, K. P. Soman:
Hirarchical Digital Image Inpainting Using Wavelets. CoRR abs/1209.2816 (2012) - 2011
- [c35]Britty Baby, M. Sabarimalai Manikandan, K. P. Soman:
Automated cardiac event change detection for continuous remote patient monitoring devices. ACWR 2011: 225-232 - [c34]M. Sabarimalai Manikandan, K. P. Soman, Samarendra Dandapat:
Quality-driven wavelet based PCG signal coding for wireless cardiac patient monitoring. ACWR 2011: 519-526 - [c33]R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman:
Clause Boundary Identification for Tamil Language Using Dependency Parsing. SPIT/IPC 2011: 195-197 - [c32]S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman:
Tamil to Hindi Machine Transliteration Using Support Vector Machines. SPIT/IPC 2011: 262-264 - 2010
- [c31]M. P. Preeja, K. P. Soman:
Fast computation of marginalized walk kernel for virtual screening in drug discovery. A2CWiC 2010: 16:1-16:4 - [c30]T. Arathi, Latha Parameswaran, K. P. Soman:
A study of reconstruction algorithms in computerized tomographic images. A2CWiC 2010: 69:1-69:4 - [c29]P. J. Antony, V. P. Ajith, K. P. Soman:
Statistical Method for English to Kannada Transliteration. BAIP 2010: 356-362 - [c28]R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran:
A Novel Approach to Morphological Generator for Tamil. ICDEM 2010: 249-251 - [c27]V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran:
Morphological Analyzer for Malayalam Using Machine Learning. ICDEM 2010: 252-254 - [c26]P. J. Antony, K. P. Soman:
Kernel based part of speech tagger for Kannada. ICMLC 2010: 2139-2144 - [c25]G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman:
Morphological Analyzer for Telugu Using Support Vector Machine. ICT 2010: 430-433 - [c24]T. Arathi, K. P. Soman, Latha Parameswaran:
Spline Biorthogonal Wavelet Design. ICT 2010: 672-674 - [c23]Kathirvel Palanisamy, Attassry Manoj Kumar, Murugesan Chinnappa, M. Sabarimalai Manikandan, K. P. Soman:
Audio visual based pronunciation dictionary for Indian languages. T4E 2010: 82-84 - [c22]V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran:
Grammar Teaching Tools for Tamil language. T4E 2010: 85-88
2000 – 2009
- 2009
- [c21]N. Lalithamani, K. P. Soman:
An Efficient Approach for Non-Invertible Cryptographic Key Generation from Cancelable Fingerprint Biometrics. ARTCom 2009: 47-52 - [c20]T. Arathi, K. P. Soman:
Performance Evaluation of Information Theoretic Image Fusion Metrics over Quantitative Metrics. ARTCom 2009: 225-227 - [c19]T. Arathi, K. P. Soman:
An Intriguing Property of Scaling Function in Wavelet Theory and its Verification Using Daubechies-Lagarias Algorithm. ARTCom 2009: 228-230 - [c18]M. S. Silja, K. P. Soman:
A Watermarking Algorithm Based on Contourlet Transform and Nonnegative Matrix Factorization. ARTCom 2009: 279-281 - [c17]K. Mallika, K. P. Soman:
Image Fusion Based on Overcomplete Rational Wavelet Transform with an Improved IHS Method. ARTCom 2009: 330-332 - [c16]P. Remya Ravindran, K. P. Soman:
Berkeley Wavelet Transform Based Image Watermarking. ARTCom 2009: 357-359 - [c15]Hemalatha Thirugnanam, K. Sukumar, K. P. Soman:
Improving Security of Watermarking Algorithms via Parametric M-band Wavelet Transform. ARTCom 2009: 360-362 - [c14]D. Bharath Bhushan, K. P. Soman:
Polyphase Matrix Factorization - A Simplified Explanation. ARTCom 2009: 376-378 - [c13]K. Sukumar, Hemalatha Thirugnanam, K. P. Soman:
Multi Image-Watermarking Scheme Based on Framelet and SVD. ARTCom 2009: 379-383 - [c12]V. Joevivek, Hemalatha Thirugnanam, K. P. Soman:
Determining an Efficient Supervised Classification Method for Hyperspectral Image. ARTCom 2009: 384-386 - [c11]V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran:
Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches. ARTCom 2009: 433-435 - [c10]V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran:
Chunker for Tamil. ARTCom 2009: 436-438 - [c9]R. Ramanathan, K. P. Soman, N. Valliappan, S. Pon Mathavan, M. Gayathri, R. Priya:
Generalised and Channel Independent SVM Based Robust Decoders for Wireless Applications. ARTCom 2009: 756-760 - [c8]R. Ramanathan, K. P. Soman, L. Thaneshwaran, V. Viknesh, T. Arunkumar, P. Yuvaraj:
A Novel Technique for English Font Recognition Using Support Vector Machines. ARTCom 2009: 766-769 - [c7]R. Ramanathan, K. P. Soman, P. A. Rohini, G. Dharshana:
Investigation and Development of Methods to Solve Multi-Class Classification Problems. ARTCom 2009: 805-807 - [c6]R. Ramanathan, K. P. Soman:
Improved Technique for the Construction of Parametric M-Band Wavelets. ARTCom 2009: 823-825 - [c5]R. Ramanathan, K. P. Soman, Arun S. Nair, V. Vidhya Sagar, N. Sriram:
A Support Vector Machines Approach for Efficient Facial Expression Recognition. ARTCom 2009: 850-854 - [c4]Shivsubramani Krishnamoorthy, R. Loganathan, K. P. Soman:
Recursive Projection Profiling for Text-Image Separation. SCSS 2009: 1-5 - [c3]Maneesha V. Ramesh, K. P. Soman:
Wireless Sensor Network Localization With Imprecise Measurements Using Only a Quadratic Solver. ICWN 2009: 109-112 - 2008
- [c2]Joseph Amudha, K. P. Soman, Keerthana Vasanth:
Video Annotation using Saliency. IPCV 2008: 191-195 - 2007
- [c1]K. P. Soman, R. Loganathan, M. S. Vijaya, V. Ajay, K. Shivsubramani:
Fast Single-Shot Multiclass Proximal Support Vector Machines and Perceptions. ICCTA 2007: 294-298
Coauthor Index
Barathi Ganesh H. B.
aka: Barathi H. B. Ganesh
aka: Barathi H. B. Ganesh
D. Govind 0001
aka: Govind Divakaran
aka: Govind Divakaran
[j50] [j36] [c156] [p8] [j26] [j25] [j24] [p5] [p4] [j22] [j19] [j14] [j13] [j12] [c138] [c137] [c136] [c134] [c133] [c119] [c118] [c117] [c116] [c115] [i13] [c113] [c111] [c110] [c109] [c108] [c98] [c97] [c96] [c91] [c85] [c81] [c80] [i11] [i10] [i9] [c74] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [i7] [c52] [c51] [c50] [c49] [c47] [c46] [c45] [c44] [c40] [c39] [i5] [c33] [c32] [c28] [c27] [c25] [c22] [c11] [c10]
[j54] [j53] [j51] [j49] [j48] [j47] [j46] [j45] [j43] [j42] [i32] [c166] [j37] [c150] [c149] [p9] [i27] [i26] [i25] [j32] [j31] [j30] [j29] [j28] [c148] [c144] [c141] [c140] [i24] [i22] [i21] [j21] [j20] [j18] [j17] [j16] [j15] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c114] [i16] [i15] [i14] [i13] [i12] [j6] [c113] [c112] [c106] [c105] [c104] [c103] [c95] [c94] [c90] [c89] [c87] [c86] [c84] [c79] [c75] [i9] [c46] [c45]
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