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G. Bharathi Mohan

Assistant Professor, Department of Computer Science and Engineering - Artificial Intelligence, Amrita School of Computing, Chennai

Qualification: M.Tech
g_bharathimohan@ch.amrita.edu
Google Scholar Profile
Research Interest: Automated Text Summarization, Machine –Translation, Information Retrieval, Data Mining

Bio Publications Qualification Courses Taught
Bio

G. Bharathi Mohan is an Assistant Professor in the Department of Computer Science and Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus. He completed his UG from the University of Madras in 2002 and MTech in Information Technology from College of Engineering Guindy, Anna University, in 2005

Mr. Bharathi Mohan has more than 17 years of experience in teaching. He has guided 30 UG Projects and 12 PG projects. His areas of interest include Natural Language Processing, Principles of Programming Languages, Information Retrieval, Multicore Architectures and Programming, Internet Programming, Python Programming, Database System, and Object-Oriented Programming. He is an enthusiastic activist in promoting Free and Open-Source Software (FOSS) in Course Labs and Projects. He also mentored students for Google Summer of Code, Smart India Hackathon and IBM Great Mind Challenge. His area of research includes Automated Text Summarization, one of the emerging applications of Natural Language Processing.

Publications

Journal Article

Year : 2023

A Semantic Hybrid Model for Text Summarization using Sentence Concept Mapping

Cite this Research Publication : G. Bharathi Mohan, R. Prasanna Kumar, "A Semantic Hybrid Model for Text Summarization using Sentence Concept Mapping", International Journal of Electrical and Computer Engineering (IJECE), ISSN 2088-8708, e-ISSN 2722-2578, 2023

Year : 2023

Lattice abstraction-based content summarization using baseline abstractive lexical chaining progress

Cite this Research Publication : G. Bharathi Mohan & R. Prasanna Kumar "Lattice abstraction-based content summarization using baseline abstractive lexical chaining progress", International Journal of Information Technology volume 15, pages 369–378 (2023)

Publisher : Springer Nature

Year : 2016

Finding Infrequent Features during Feature Extraction in Opinion Mining using Fuzzy based Clustering

Cite this Research Publication : G Bharathi Mohan, “Finding Infrequent Features during Feature Extraction in Opinion Mining using Fuzzy based Clustering” in Asian Journal of Information Technology(AJIT)” 2016

Publisher : Asian Journal of Information Technology(AJIT)

Year : 2015

Duplicate Detection in XML Data using Extended Sub-Tree Similarity function

Cite this Research Publication : G Bharathi Mohan, T. Ravi, ”Duplicate Detection in XML Data using Extended Sub-Tree Similarity function” in International journal of Applied Engineering Research (IJAER) 10(3):7325-7334 (2015)

Publisher : International journal of Applied Engineering Research (IJAER)

Conference Paper

Year : 2023

Underwater Image Enhancement and Restoration Using Cycle GAN

Cite this Research Publication : Chereddy Spandana, Ippatapu Venkata Srisurya, A. R. Priyadharshini, S. Krithika, S. Aasha Nandhini, R. Prasanna Kumar & G. Bharathi Mohan, "Underwater Image Enhancement and Restoration Using Cycle GAN," International Conference on Innovative Computing and Communications. ICICC 2023, Lecture Notes in Networks and Systems, vol 537. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-99-3010-4_9

Publisher : Springer Nature

Year : 2023

Survey of Text Document Summarization Based on Ensemble Topic Vector Clustering Model

Cite this Research Publication : Bharathi Mohan, G., Prasanna Kumar, R. (2023). Survey of Text Document Summarization Based on Ensemble Topic Vector Clustering Model. In: Joby, P.P., Balas, V.E., Palanisamy, R. (eds) IoT Based Control Networks and Intelligent Systems. Lecture Notes in Networks and Systems, vol 528. Springer, Singapore. https://doi.org/10.1007/978-981-19-5845-8_60.

Publisher : Springer Nature

Year : 2023

An Efficient Genetic Algorithm based Auto ML Approach for Classification and Regression

Cite this Research Publication : C. Spandana, I. V. Srisurya, S. Aasha Nandhini, R. P. Kumar, G. Bharathi Mohan and P. Srinivasan, "An Efficient Genetic Algorithm based Auto ML Approach for Classification and Regression," 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, 2023, pp. 371-376, doi: 10.1109/IDCIoT56793.2023.10053442.

Publisher : IEEE Xplore

Year : 2021

A Comprehensive Survey on Topic Modeling in Text Summarization

Cite this Research Publication : Bharathi Mohan, G. and Prasanna Kumar, R., 2021. "A comprehensive survey on topic modeling in text summarization". In 5th international conference on micro-electronics and telecommunication engineering, Springer book series on “Lecture Notes in Networks and Systems.

Publisher : Springer Nature

Year : 2014

Duplicate Detection in Hierarchical Data Using Extended Sub Tree Similarity Function

Cite this Research Publication : G. Bharathi Mohan, “Duplicate Detection in Hierarchical Data Using Extended Sub Tree Similarity Function” National conference, N3CIT 2014, TJS Engineering College, 2014.

Publisher : National conference, N3CIT

Year : 2012

Coalescing Clustering and Classification

Cite this Research Publication : G. B. Mohan, R. Prasanna Kumar, and Ravi, T., “Coalescing Clustering and Classification”, in IET Chennai 3rd International on Sustainable Energy and Intelligent Systems (SEISCON 2012), Tiruchengode, India, 2012.

Publisher : (SEISCON 2012), IET

Conference Proceedings

Year : 2014

Data Backup and Data Restore in Cloud by Deduplication

Cite this Research Publication : G Bharathi Mohan, “Data Backup and Data Restore in Cloud by Deduplication” National conference on “Emerging Trends in Computing-ETIC. (2014)

Publisher : National conference on “Emerging Trends in Computing-ETIC

Year : 2011

Efficient Incremental mining of user behavior patterns allocation in mobile computing system

Cite this Research Publication : G BharathiMohan,“Efficient Incremental mining of user behavior patterns allocation in mobile computing system” , in National conference NCRTCAT, JEC,2011

Publisher : National conference NCRTCAT, JEC

Year : 2010

Tagging: Vocabulary Evolution and Convergence for Social Filtering

Cite this Research Publication : G Bharathi Mohan, “Tagging: Vocabulary Evolution and convergence for social filtering” in National conference WEBTOPS, JEC 2010

Publisher : National conference WEBTOPS, JEC

Qualification
  • Doctorate
    Pursing Ph. D. in Computer Science and Engineering from Amrita Vishwa Vidyapeetham
    Thesis Topic: Automatic Text summarization using Multi Objective Paraphrase objective clustering
  • Post Graduation (May 2005)
    Master of Technology from College of Engineering Guindy, Chennai
    Specialization: Information Technology
  • Under Graduation (May 2002)
    Bachelor of Engineering from Madras University, Chennai
    Specialization: Electrical and Electronics Engineering
Courses Taught
  • Natural Language Processing
  • Principles of Programming Languages
  • Program Reasoning
  • Data Structures and Algorithms
  • Information Retrieval
  • Distributed System
  • Multicore Architectures and Programming
  • Database Management System
  • Computer Networks
  • Data Mining and Data Warehousing
  • Object Oriented Programming
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