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Vijay Krishna Menon

Asst. Professor

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.

Qualification: MS, MSc
m_vijaykrishna@cb.amrita.edu
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

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

Authors : Vijay Krishna Menon, Dr. Soman K. P.

Publisher : International Journal of Information Technology (Singapore)

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.

Year : 2016

Cluster Computing Paradigms – A Comparative study of Evolving Frameworks

Authors : Vijay Krishna Menon, Dr. (Col.) Kumar P. N., N., Anila;

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

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.

Year : 2015

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

Authors : Vijay Krishna Menon, Rajendran, S., and Soman, K. P

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

Authors : Vijay Krishna Menon, A. S. Lakshmi, Saranya, S., Sourab, S., Vaishali, V., and Vignesh, T.

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

Authors : Vijay Krishna Menon, Dalwai, R.a; Kumar, R.J.b

Publisher : International Journal of Gynecology and Obstetrics

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.


Year : 2010

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

Authors : Vijay Krishna Menon, Acharya, N.K.a; Mahajan, C.V.b; Kumar, R.J.b; Varma, H.K.c

Publisher : Journal of Spinal Disorders and Techniques

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.

Conference Paper

Year : 2020

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

Authors : Dr. Ajith Ramesh, Vijay Krishna Menon, Dr. E. A. Gopalakrishnan, Dr. Soman K. P., Nagarajan, Kailash; Ananthu, J.

Publisher : Springer Singapore

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.

Year : 2018

NSE Stock Market Prediction Using Deep-Learning Models

Authors : Dr. E. A. Gopalakrishnan, Vijay Krishna Menon, Dr. Soman K. P., Hiransha M

Publisher : Procedia Computer Science,.

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.

Year : 2018

A Spark™ Based Client for Synchrophasor Data Stream Processing

Authors : Vijay Krishna Menon, Dr. Soman K. P., Sajith Variyar V. V., Gopalakrishnan, E. A., Kottayil, S. K., Almas, M. Shoaib, and Nordström, L

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

Vijay Krishna Menon, Sajith Variyar V. V., Dr. Soman K. P., Gopalakrishnan, E. A., Kottayil, S. K., Almas, M. Shoaib, and Nordström, L., “A Spark™ Based Client for Synchrophasor Data Stream Processing”, in 2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE), Phuket, Thailand, 2018.

Year : 2018

A New Evolutionary Parsing Algorithm for LTAG

Authors : Vijay Krishna Menon, Dr. Soman K. P.

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

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.

Year : 2016

Prediction of Malicious Domains Using Smith Waterman Algorithm

Authors : Vijay Krishna Menon, B. Ashwini and Soman, K. P

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

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.

Year : 2016

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

Authors : Vijay Krishna Menon, Dr. P. Balasubramanian, A. P, Kumar, V. Suresh and Dr. P. Balasubramanian

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

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.

Year : 2016

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

Authors : Vijay Krishna Menon, Dr. Soman K. P., Y. C. Nair, PV, N.

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

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.

Year : 2016

Bulk Price Forecasting using Spark over NSE Data Set

Authors : Vijay Krishna Menon, Dr. Soman K. P., Vasireddy, N. Chakravart, Jam, S. Aswin, Pedamallu, V. Teja Navee, Sureshkumar, V.

Publisher : International Conference on Data Mining and Big Data

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.

Year : 2015

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

Authors : Vijay Krishna Menon, Rajendran, S., Anandkumar, M., and Soman, K. P

Publisher : International Conference on Tamil language computing and Tamil Internet

Year : 2015

A synchronised tree adjoining Grammar for English to Tamil Machine Translation

Authors : Vijay Krishna Menon, Dr. Soman K. P., S. Rajendran

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

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.

Year : 2014

A new TAG Formalism for Tamil and Parser Analytics

Authors : Vijay Krishna Menon, S. Rajendran, M. Kumar, A., and Soman, K. P

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

Thesis

Year : 2008

English to Indian Languages Machine Translation using LTAG

Authors : Vijay Krishna Menon

Publisher : Computational Engineering and Networking (CEN)

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