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Vijay Krishna Menon

Assistant Professor, Amrita Center for Computational Engineering and Networking, Coimbatore

Qualification: MS, MSc
m_vijaykrishna@cb.amrita.edu
Vijay Krishna Menon's Google Scholar Profile
Research Interest: Algorithm Analysis, Big Data, Bioinformatics, Computational Linguistics, Data Representations, Data Structures, Distributed and Parallel Processing, Evolutionary Algorithms, Formalisms and Formal grammars, Functional Programming, Machine Learning, Non Linear Dynamics, NoSQL Data Storage, Object Oriented Analysis & Design, Soft Computing, Theory of Computations, Time Series Analysis and Forecast

Bio Publications
Bio

Vijay Krishna Menon is currently an Assistant Professor at Amrita Center for Computational Engineering and Networking (CEN), headed by Prof. K. P. Soman. He has worked on several project pertaining to text mining, text plagiarism detection, bioinformatics and comparative proteomics and genomics, machine translation and has good experience solving several machine learning problems. His work with formalisms and text mining is extensive; he has developed a translation system for English to Indian Languages. He has also worked with CDAC in the same domain of text mining and formalism based language modelling. Furthermore he has a great deal of experience in setting up Hadoop and Apache Spark clusters and maintaining huge data collection in them. His expertise also includes Functional Programming and Scala language and is a developer for Apache Spark and is an expert in Traditional Parallel Programming with MPI on Linux clusters. He is currently pursuing PhD studies under Prof. K. P. Soman and his area of research is Evolutionary and other Parsing techniques for Tree Adjoining Grammars.

EDUCATION

  • 2008: M. S. By Research (Computational Informatics)
    Amrita Vishwa Vidyapeetham
  • 2006: M.Sc. (Applied Science) Software Engineering
    Bharithiyar University

 

Publications

Journal Article

Year : 2021

Exploring a genotype based formalisation for tree adjoining grammar derivations

Cite this Research Publication : V. Krishna Menon and Dr. Soman K. P., “Exploring a genotype based formalisation for tree adjoining grammar derivations”, International Journal of Information Technology (Singapore), 2021.

Publisher : International Journal of Information Technology (Singapore)

Year : 2018

NSE Stock Market Prediction Using Deep-Learning Models

Cite this Research Publication : H. M, Dr. E. A. Gopalakrishnan, Vijay Krishna Menon, and Dr. Soman K. P., “NSE Stock Market Prediction Using Deep-Learning Models”, in Procedia Computer Science, 2018, vol. 132, pp. 1351 - 1362.

Publisher : Procedia Computer Science

Year : 2016

Cluster Computing Paradigms – A Comparative study of Evolving Frameworks

Cite this Research Publication : A. N., Vijay Krishna Menon, and Dr. (Col.) Kumar P. N., “Cluster Computing Paradigms – A Comparative study of Evolving Frameworks”, IJCTA, (International Conference Soft Computing Systems, ICSCS-2016), vol. 8, pp. 1911-1916, 2016.

Publisher : IJCTA, (International Conference Soft Computing Systems, ICSCS-2016)

Year : 2015

Training Tree Adjoining Grammars with Huge Text Corpus using Spark Map Reduce

Publisher : ICTACT Journal on Soft Computing, special Issue on Soft computing techniques for Big Data

Year : 2015

Sentiment Analysis of Static and Dynamic Data Sets

Publisher : International Journal of Applied Engineering Research, ICAAET'15

Year : 2010

Pyogenic diskitis of the L5-S1 disk space following inadvertent placement of a sacrocolpopexy screw

Cite this Research Publication : Ra Dalwai, Menon, K. Va, and Kumar, R. Jb, “Pyogenic diskitis of the L5-S1 disk space following inadvertent placement of a sacrocolpopexy screw”, International Journal of Gynecology and Obstetrics, vol. 111, pp. 268-269, 2010.


Publisher : International Journal of Gynecology and Obstetrics

Year : 2010

Can iliac crest reconstruction reduce donor site morbidity?: A study using degradable hydroxyapatite-bioactive glass ceramic composite

Cite this Research Publication : N. Ka Acharya, Mahajan, C. Vb, Kumar, R. Jb, Varma, H. Kc, and Menon, V. Kd, “Can iliac crest reconstruction reduce donor site morbidity?: A study using degradable hydroxyapatite-bioactive glass ceramic composite”, Journal of Spinal Disorders and Techniques, vol. 23, pp. 266-271, 2010.

Publisher : Journal of Spinal Disorders and Techniques

Conference Paper

Year : 2022

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

Cite this Research Publication : Priyamvada, R., Govind, D., Menon, V.K., Premjith, B., Soman, K.P., "Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture," (2022) Smart Innovation, Systems and Technologies, 266, pp. 41-49., DOI: 10.1007/978-981-16-6624-7_5

Year : 2020

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

Cite this Research Publication : 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, pp. 61-64

Publisher : BUCC@LREC 2020

Year : 2020

An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning

Cite this Research Publication : K. Nagarajan, Ananthu, J., Menon, V. Krishna, Dr. Soman K. P., Gopalakrishnan, E. A., and Dr. Ajith Ramesh, “An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning”, in Smart Innovation, Systems and Technologies, Singapore, 2020.

Publisher : Springer Singapore

Year : 2018

A New Evolutionary Parsing Algorithm for LTAG

Cite this Research Publication : Vijay Krishna Menon and Dr. Soman K. P., “A New Evolutionary Parsing Algorithm for LTAG”, in International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16), , Rourkela, Odisha, 2018.

Publisher : International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16),

Year : 2018

A Spark™ Based Client for Synchrophasor Data Stream Processing

Cite this Research Publication : Vijay, K. M., Sajith, V. V., Soman, K. P., Gopalakrishnan, E. A., Sasi, K. K., Almas, M. S. and Nordstrom, L. “A SparkTM based client for synchrophasor data stream processing”. International Conference and Utility Exhibition on Green Energy for Sustainable Development. October 24 – 26, 2018, Phuket, Thailand.

Publisher : 2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)

Year : 2016

Real Time Vehicular Data Analysis utilising Big Data Platforms on Cost Effective ECU Networks

Cite this Research Publication : Y. C. Nair, PV, N., Dr. Soman K. P., and Vijay Krishna Menon, “Real Time Vehicular Data Analysis utilising Big Data Platforms on Cost Effective ECU Networks”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), 2016.

Publisher : International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16)

Year : 2016

Prediction of Malicious Domains Using Smith Waterman Algorithm

Cite this Research Publication : B. Ashwini, Vijay Krishna Menon, and Soman, K. P., “Prediction of Malicious Domains Using Smith Waterman Algorithm”, in International Symposium on Security in Computing and Communication, Jaipur, Rajasthan, 2016.

Publisher : International Symposium on Security in Computing and Communication, Springer Singapore, Jaipur, Rajasthan .

Year : 2016

Measuring stock price and trading volume causality among Nifty 50 stocks:The Toda Yamamoto Method

Cite this Research Publication : A. P, Kumar, V. Suresh, Dr. P. Balasubramanian, and Vijay Krishna Menon, “Measuring stock price and trading volume causality among Nifty 50 stocks:The Toda Yamamoto Method”, in International Conference on Advances in Computing, Communications and Informatics, ICACCI, Jaipur, Rajasthan, 2016.

Publisher : International Conference on Advances in Computing, Communications and Informatics, ICACCI, IEEE, Jaipur, Rajasthan .

Year : 2016

Bulk Price Forecasting using Spark over NSE Data Set

Cite this Research Publication : Vijay Krishna Menon, Vasireddy, N. Chakravart, Jam, S. Aswin, Pedamallu, V. Teja Navee, Sureshkumar, V., and Dr. Soman K. P., “Bulk Price Forecasting using Spark over NSE Data Set”, in International Conference on Data Mining and Big Data, Bali, Indonesia, 2016.

Publisher : International Conference on Data Mining and Big Data

Year : 2015

A synchronised tree adjoining Grammar for English to Tamil Machine Translation

Cite this Research Publication : Vijay Krishna Menon, S. Rajendran, and Dr. Soman K. P., “A synchronised tree adjoining Grammar for English to Tamil Machine Translation”, in 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015 (Fourth International Symposium on Natural Language Processing (NLP'15)), SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi, Kerala; India, 2015, pp. 1497-1501.

Publisher : 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015 (Fourth International Symposium on Natural Language Processing (NLP'15))

Year : 2015

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

Publisher : International Conference on Tamil language computing and Tamil Internet

Year : 2014

A new TAG Formalism for Tamil and Parser Analytics

Publisher : iDravidian, International Symposium for Dravidian Languages, Co-located with ICON2014

Thesis

Year : 2008

English to Indian Languages Machine Translation using LTAG

Publisher : Computational Engineering and Networking (CEN)

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