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From the Desk of the Vice Chancellor

Greetings!

As the Vice Chancellor of this premier university, I am extremely pleased to share this space to converse with all of you. The University of Madras is a post- sesquicentennial institution which has forged a glorious path for itself and has been the site for significant scientific discoveries as well as the beacon for national and regional societal transformation. It has successfully managed to hold aloft its tradition even while keeping up with the emerging trends. One reason for this is the way in which the university has kept alive its interactions with all the stakeholders.

The COVID 19 pandemic has introduced a ‘new normal’ and its impact is felt in the workings of the university as well. The students have been attending the lectures online. While online learning has the advantage of being anytime and anywhere, it has taken away the peer group interaction and peer learning which are integral aspects of the university experience. We look forward to welcoming you to the campus very soon. Meanwhile, our faculty and administration will continue to bring the best to the virtual classrooms. As students, you need to view the restrictions posed by the pandemic as a temporary deterrent. Your focus should be to gain the competencies to conduct application oriented research in order to evolve as useful citizens of our society.

Our university boasts of faculty with a high degree of knowledge and commitment to offer the best in teaching and research. Given the context of the pandemic, we need to redefine our teaching-learning processes to offer the best pedagogic experience to our students. Similarly, the post-pandemic era demands that we hone the employment potential and entrepreneurial capacity of our learners. This necessitates that we focus on sponsored research in cutting edge areas.

Our administrative staff have been the backbone of the university. While we move towards a transparent and complete e-governance model, we need more support from you. When the teaching-learning process at our university – from admission to certification -- is moving into the digital era, your skills and competencies need to keep pace.

At our university, we are gearing up for the final round of NAAC re-accreditation. This has offered us an opportunity to assess our Strengths, Weaknesses, Opportunities and Challenges. Further, it has made us more determined to reiterate our quality benchmarks in teaching, research and extension activities. We are aware of this responsibility and fully prepared for it because, our university has always encouraged individual thinking within the established frameworks. This is echoed in the words of Tim Burners Lee, who initiated the World Wide Web: “We are forming cells within a global brain and we are excited that we might start to think collectively. What becomes of us still hangs crucially on how we think individually.” Let us unite to make the educational experience at the University of Madras a synergy of the best minds and best thoughts.

Prof.Dr.S.Gowri

Vice-Chancellor
University of Madras

Dr.B. LAVANYAM.C.A., Ph.D

Associate Professor
Department of Computer Science
9

Awards

101

Publications

20

Seminars / Conference

6

Projects

4

Ph.D Awarded

3

Ph.D Present

Publications

Articles (Total Articles: 10)

# Title Author Publisher Volume Year Page(s)
1 A Machine Learning Framework for Document Classification by Topic Recognition Using Latent Dirichlet Allocation and Domain Knowledge Lavanya. B, and Vageeswari. U Lecture Notes in Networks and Systems Springer 2022
2 Automatic Model for Relation Extraction from Text Documents Using Deep Learning Neural Network Lavanya B and Sasipriya G Lecture Notes in Artificial Intelligence Springer 2021
3 Analysis of Environmental Data Using Pattern Mining techniques B.Lavanya, Janani Bai Journal 7 2019 51-56
4 A study on Native methods, Algorithms and Software  for varied Big data Applications B.Lavanya, D.Sathiyapriya AIJRSTEM Journal 25 2019 51-53
5 A Nomological Design of Conceptual Framework with Deep Learning Algorithm B.Lavanya, Auxilia Princy IJCSIS 17 2019
6 A Survey on Different Varied Data Communication Cryptography Methods B.Lavanya, V.Tamizh Thendral Journal 25 2018 63-67
7 A Survey on contribution of Data Mining techniques and Graph Reading Algorithms in concept map generation B.Lavanya, Auxilia Princy JOTITT 6 2018
8 Sentiment Analysis Framework for E-Commerce Reviews Using Ensemble Machine Learning Algorithms Dr.B.Lavanya, N.dhamayanthi ICICC 2020- 18-20 sep 2020
9 An assortment of Query Based Summarization technique (QBS) – A Study Dr.B.Lavanya, U.Vageeswari 4TH International conference on innovative computing and communication (ICICC) 2021
10 A study on emerging Machine Learning trends on nanoparticles - Nanoinformatics Dr.B.Lavanya, G.Sasipriya 4TH International conference on innovative computing and communication (ICICC) 2021, Springer

Papers (Total Papers: 24)

# Title Author Publisher Volume Year Page(s)
1 A study on Techniques used in digital forensics for data reduction in cloud B.Lavanya, Aafreen Nawresh National Conference in New Horizons in Computational Intelligence and Information systems Department of Computer Science and Applications, The Gandhigram Rural Institute Department of Computer Science and Applications, The Gandhigram Rural Institute 219-221
2 A Pictorical Framework for Cancer Sequences Analysis B.Lavanya, Aafreen Nawresh International Conference on Recent Trends in Computing Technology, , University of Madras Organized by Department of Computer Science (IDE) 22nd and 23rd February 2016
3 Authorship Verification in AI-Generated poems - The Challenging case of Brontë' B. Lavanya and R. Sowmiya ISBN: 978-81-971457-3-5 AIMIST 2025
4 Exploring the Strength of Extensive Features in Short Poem Genre Classification Using Advanced Feature Engineering B. Lavanya and R. Sowmiya Lecture Notes in Networks and Systems Springer 2025
5 Progressive Feature Engineering for Genre Classification of Short Poems B.Lavanya and R.Sowmiya Lecture Notes in Networks and Systems Springer 2024 77-86
6 Framework for domain-based identification and insertion of missing  pages using Document Classification Nirmala V and Lavanya B ISBN: 978-81-972363-3-6 ISIITA 2024
7 Evolving Landscape of Authorship Attribution in Digital Texts Sowmiya R and Lavanya B ISBN: 978-81-972363-3-5 ISIITA 2024
8 Leveraging Contextual Information: Knowledge Graph using Graph Convolutional Networks for Medical Data Sasipriya G and Lavanya B ISBN: 978-81-972363-3-4 ISIITA 2024
9 Content Based Document Multi-Classification Using Machine Learning Technique Lavanya. B and Nirmala. V ISBN:9789392063428 1 2023 67-70
10   Text Genre Classification: A Classified Study Lavanya B and Sowmiya R ISBN 978-93-81288-22-1 1 2023
11 Nanomaterial Database: Schema Design with Multi-Modeling Techniques for Health Care Applications Lavanya B and Sasipriya G Proceeding Number: 10444532 1 2023
12 A Computational Analysis of Drug-Expanse Predictions from Biomaterials Using Ensemble Model for Healthcare Applications G. Sasipriya and B. Lavanya Proceeding Number: 10444532 1 2023
13   A Study On Semantic Enriched Document Classification Using Deep Learning Techniques Lavanya. B and Nirmala. V ISBN 978-81-956262-4-3 1 2022 49-55
14 Extractive summarization methods on text Documents - a performance analysis U.Vageeswari and B.Lavanya ISBN: 978-81-956681-0-6 1 2022
15   DES: Domain Expert Summarization for Extractive Summarization using LDA Lavanya. B, and Vageeswari. U ISBN: 978-93-91977-09-2 1 2022 247-259
16       1“Extraction of Relationships from Nanoinformatics Literature using BERT Transformer Models”,  (Best Paper Award) Lavanya B and Sasipriya G, International Conference on Smart Electronics Computing and Nano Technology (ICSECNT 2022) organized by Department of Electronics and Communication, Selvam Arts and Science College, 2021
17 A novel data ciphering method for secure cloud storage B.Lavanya, V.Tamizh Thendral IEEE sponsored International carnahan conference 2019
18 Study on Intruder detection system using data mining”, International Conference on cyber criminology, digital forensics and Information security B.Lavanya, S.Divyabarathi International Conference on cyber criminology, digital forensics and Information security 2017
19 Study on theoretical analysis of dimensionality reduction using data mining B.Lavanya,G.S.Gayathri International Conference on cyber criminology, digital forensics and Information security 2017
20 A Systematic Analysis on Performance Measures and Prediction using Supervised Classification Techniques B.Lavanya, S.Divyabarathi International Conference on Recent Innovations in Computational Science Hindustan College of Arts and Science, Chennai-103 2017 ISBN 978-81-8209-432-1
21 Predictive Analysis of Aircraft Accident Data Using SVM and DT B.Lavanya , B.Divya The Second International Conference on Emerging Trends in Engineering Research (ICETER’16) 2016
22 A Pictorical Framework for Cancer Sequences Analysis B.Lavanya, Aafreen Nawresh International Conference on Recent Trends in Computing Technology 2016
23 A Study on Aircraft Accident prediction using Data Mining Techniques B.Lavanya , B.Divya International Conference on recent trends in computer Science and Digital Technology GSS Jain College, Chennai – 7 2015 27-29
24 A study of usage of Map Reduce for text compression  in cloud computing B.Lavanya, G.Lalitha National Conference in New Horizons in Computational Intelligence and Information systems Department of Computer Science and Applications, The Gandhigram Rural Institute 17th and 18th December 2015 222-224

Books (Total Books: 6)

# Title Author Publisher Volume Year Page(s)
1 Information Technology Dr.B.Lavanya Book University of Madras - IDE 2023
2 Big Data Analytics Dr. B. Lavanya Book Tamil Nadu Open University 2022 300
3   Open source development – Tamil Nadu Open University       Dr. B.LAVANYA 2021
4   Web based applications development – IDE – University of Madras Dr. B.LAVANYA 2021
5 Cloud Computing B.Lavanya BOOK TNOU 2017 50
6 Internet & Java Made Easy  S.Gopinathan, B.Lavanya, PL.Chithra, M.Sornam Internet and Java Made Easy 1 2006 250

Journals (Total Journals: 61)

# Title Author Publisher Volume Year Page(s)
1 Development of an Optimized Convolutional Neural Network Architecture for Sentiment Analysis of Movie Reviews with a Large-scale Dataset Dhamayanthi , B. Lavanya Tuijin Jishu/Journal of Propulsion Technology 45 2024
2   Novel Framework for Sentiment Analysis: Dimensionality Reduction for Machine Learning (DRML) Dhamayanthi , B. Lavanya International Journal of Advanced Computer Science and Applications 15 2024
3 The Role Of Naïve Bayes, SVM, And Decision Trees In Sentiment Analysis Dhamayanthi , B. Lavanya Educational Administration: Theory and Practice 3 2024
4 A Framework for Domain-Based Identification and Insertion of Missing Pages using Document Classification V.Nirmala , B.Lavanya African journal of Biological Sciences 6 2024
5 Leveraging Contextual Information: Knowledge Graph using Graph Convolutional Networks for Medical Data Sasipriya G ,Lavanya B African Journal of Biological Science 6 2024
6 Evolving Landscape of Authorship Attribution in Digital Texts R. Sowmiya, B. Lavanya Musik in Bayern 1 2024 15-19
7 Distilled and fused style embedding for authorship attribution with weighted multi-kernel ensemble model, B. Lavanya and R. Sowmiya, International Journal on Information Technologies and Security, 2024, pp. 25-36 B. Lavanya, R. Sowmiya International Journal on Information Technologies and Security 1 2024 25-36
8 Text Genre Classification: A Classified Study Lavanya. B &Sowmiya. R European Chemical Bulletin 12(1),ISSN 2063-5346 2023 (3905–3913)
9 Automatic Named Entity Recognition by Permutation Based Model from Text Documents using Deep Learning Neural Network    Lavanya B &Sasipriya G Journal of BIOGECKO, ISSN : 2230-5807 Volume 12 Issue 2 2023 544-555
10 Extraction of Relationships from Nanoinformatics Literature Using Bert Transformer Models Lavanya B &Sasipriya G Journal of Data Acquisition and Processing ISSN: 1004-9037 2023 300
11 Performance assessment of supervised machine learning techniques for document categorization Lavanya. B &Nirmala.v European Chemical Bulletin 12(Special Issue 5) 2023 2651 – 2658
12 A Novel Strategy to Assess and Evaluate the Performance of Candidates in Online Teaching Learning Platforms Using Machine Learning Models  Lavanya B, Vageeswari U, and SasipriyaG Research and Reflections on Education 1 2023 1-10
13 The Nanomaterials Database Logistics Initiatives: A Study Lavanya B &Sasipriya G ournal of Fundamental and comparative research Vol. VIII, Issue-II, No.11 2023 2651 – 2658
14 Text Genre Classification: A Classified Study Lavanya. B , Sowmiya. R European Chemical Bulletin 12 2023 3905-3913
15 DES: Domain Expert Summarization Using LDA Lavanya B &Vageeswari .U Journal of Data Acquisition and Processing, 12 2022 1004-9037
16 Performance Analysis of Machine Learning Techniques used for the Prediction of Breast Cancer B. Lavanya and I. Dilshad Banu IJIRT Volume 9 Issue 4 2022 2349-6002
17 Efficiency evaluation of Transformer-based Abstractive Summarization models on NEWS dataset Lavanya B &Vageeswari.U Rabindra Bharati journal of philosophy, Print ISSN: 0973-0087 Vol: XXIII, No:22 2022 105-111
18 PREDICTIVE ANALYSIS OF BREAST CANCER USING VARIOUS TECHNIQUES OF MACHINE LEARNING AND DEEP LEARNING B.Lavanya, A.Kavitha Journal of education philosophy: Rabindra Bharati University Vol. : XXIII, No:26 2022 0973-0087.
19 Treatment Based Survival Prediction Using Data Mining Classification Algorithm on Breast Cancer 1. B.Lavanya, R.Srilakshmi Zaichen Journal 8 2022 191-196
20 A Systematic Study on The Techniques Used for The Prediction of Breast Cancer B. LAVANYA, I. DILSHAD BANU IJIRT Volume 9 Issue 3 2022 2349-6002
21 Scenic Image Text Segmentation using Enhanced Fuzzy Darwinian Particle Swarm Optimization Lavanya B & G. Lalitha ICTACT Journal on Image and Video Processing 0976-9099 2022 0976-9099
22 Extractive Summarization methods on Text Documents - A Performance Analysis   Lavanya B &Vageeswari Shodha Samhita: Journal of Fundamental & Comparative Research ol: XXIII,No:22 2022 144-151
23 A Collation of Machine Learning Methods For Breast Cancer Datasets B.Lavanya, Kavitha Journal of Fundamental & Comparative Research (Shodhasamhitaa) Vol. VIII, No. 2(III) 2022 2277-7067
24 A study on semantic enriched document classification using deep learning techniques Lavanya. B &Nirmala.v ournal of Fundamental & Comparative Research Vol. VIII, No. 1(XXXIV) 2022 2277-7067
25 An End-to-End Sequence Learning Approach for Text Extraction and Recognition from Scene Image Lavanya B & G. Lalitha International Journal of Computer Science and Network Security (IJCSNS) VOL.22 No.7 2022 1738-7906
26 Treatment Based Survival Prediction Using Data Mining Classification Algorithm on Breast Cancer B.Lavanya, R.Srilakshmi Zaichen Journal ol 8, issue 4,April 2022 2022 191-196
27 Multileveled ALPR using Block-Binary-PixelSum descriptor and linear SVC Lavanya B & G. Lalitha International Journal of Advanced Computer Science and Applications (IJACSA) Vol. 13, No. 5 2022 2156-5570
28 An assortment of Query Based Summarization technique (QBS) – A Study Dr.B.Lavanya, U.Vageeswari SSRN Elsevier 2021
29 A study on emerging Machine Learning trends on nanoparticles - Nanoinformatics Dr. B.Lavanya, G.Sasipriya AISC Springer 2021
30 Pattern analysis and Knowledge discovery algorithms – Different Perspectives Dr.B.Lavanya, DeviPriya Journal of analysis and computation, vol 15, No 5, January 2021 15 2021 1-6
31 A comprehensive study on Indian education system and manifestation of AI in it Dr.B.Lavanya, A.Sugnaya International journal of multidisciplinary educational research 9 2020 1-11
32 Sentiment Analysis Framework for E-Commerce Reviews Using Ensemble Machine Learning Algorithms Dr.B.Lavanya, N.dhamayanthi Lecture notes on Advances in Intelligent Systems and computing Springer 2020
33 Implementation of Data Mining Technique with amalgamation of Artificial Intelligence in National Education System Dr.B.Lavanya, A.Sugnaya International Journal of Emerging Trends & Technology in Computer Science 9 2020
34 A Cognitive Approach for Automatic Generation of Knowledge Map with Artificial Intelligence Dr. B.LAVANYA, A.Auxilia Princy International journal of Scientific and Technology Research 2277-8616 2019
35 An Innovative Synthesis Cryptic Technique for Distributed Cloud Computing Dr.B.Lavanya, Tamizh Thendral International journal of recent technology and engineering 8 2019 2277-3878
36 Improvement in software defect prediction outcome using PCA and ensemble Machine learning algorithms B.Lavanya, N.Dhamayanthi Springer series on Lecture notes on Data Engineering and communications technologies 2018
37 A Survey on Identification of motifs and ontology in medical databases B.Lavanya, Madhumitha Journal of Today’s ideas and tomorrow’s technologies 2018
38 Software defect prediction using Principle Component Analysis and Naïve Bayes Algorithm B.Lavanya, N.Dhamayanthi Springer series on Lecture notes on Data Engineering and communications technologies 2018
39 A Study on Predictive Analysis on Concept Maps using Data Mining Techniques B.Lavanya, V.Janani Bai Intl. journal of Advanced Research in Science, Engineering and Technology 5 2018
40 Higher Order Analyzes of ASD Genetic data using Prefix Span and PCA methods B.Lavanya, Madhumitha ” International Journal for Advanced research in Computer Science 9 2018
41 Analyzing Microarray Data To Identify Patterns And Cluster In Medical Database Using Data Mining Techniques B.Lavanya, Madhumitha International Journal of Innovative Knowledge Concept 6 2018
42 Big Data Analysis Using SVM and K-NN Data Mining Techniques B.Lavanya , B.Divya International Journal of Computer Science and Mobile Computing (IJCSMC) 6 2017 84-91
43 Predictive Analytics on Accident Data Using Rule based and Discriminative Classifiers B.Lavanya , B.Divya Advances in Computational Sciences and Technology (ACST) 10 2017 461-469
44 Exploration and Deduction of Sensor-Based Human Activity Recognition System of Smart-Phone Data B.Lavanya, G.S.Gayathri IEEE Xplore, 2017 ISBN 978-1-5090-6621-6 2017
45 Multi-Dimensional Model Evaluation of Supervised Classification Techniques on Smart Phone Sensor-Based Human Activity Recognition System B.Lavanya, G.S.Gayathri American International Journal of Research in Formal, Applied & Natural Sciences 20 - 1 2017 7-13
46 Performance Analysis of Decision Tree Algorithms on Mushroom Dataset B.Lavanya, G.R.Preethi International journal for Applied Science & Engg. Technology 5 - XI 2017 183-191
47 Prediction  and Feature Reduction using Non Parametric Data Mining Techniques B.Lavanya, S.Divyabharathi International Journal for Advanced research in Computer Science 8 2017 181-185
48 Study on Constrained Frequent Pattern Mining Of Streaming Data B.Lavanya Journal of global research in Computer Science 8 - 10 2017 20-23
49 Genomic sequence analysis framework with visual representation using progressive alignment algorithm B.Lavanya, Aafreen Nawresh IIR Journal of Soft Computing 5 2016 22-24
50 High Performance Sequence Mining of Big Data using Hadoop Mapreduce in Cloud B.Lavanya, G.Lalitha International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) 5 2016 113-120
51 Encapsulating Security Mechanisms On Data By Using DNA Operations B.Lavanya, Aafreen Nawresh IEEE Xplore, Catalog number -CFP1620J-ART 2016
52 A  novel approach to find closed repetitive gapped subsequences from multiple sequences using DNA operations B.Lavanya, A.Murugan accepted in IJAER 2015
53 A  novel approach to find closed repetitive gapped subsequences from multiple sequences using DNA operations B.Lavanya, A.Murugan International Journal of Applied Engineering Research Vol. 10 No.76 2015 402-407
54 Discovery of Longest Increasing Subsequences and its variants using DNA operations B.Lavanya, A.Murugan International Journal of Engineering and Technology vol-5, no-2, 2013 1169-1177
55 Multidimensional Longest Common Subsequence discovery from Large Databases using DNA Operations B.Lavanya, A.Murugan International Journal of Engineering and Technology vol-5, no-2, 2013 1153-1160
56 Multidimensional Longest Increasing Subsequence and its variants discovery using DNA Operations B.Lavanya, A.Murugan Springer , LNAI 8284, 2013 444–452
57 Mining Longest Common Subsequence and other related patterns using DNA Operations B.Lavanya, A.Murugan International Journal of Computer Applications vol-49,no-18 2012 38-44
58 A novel programming approach for DNA computing A.Murugan, B.Lavanya, K.Shymala International journal of Computational Intelligence Research 7 2011 199-209
59 A DNA based approach to find closed repetitive gapped subsequences from a sequence data base B.Lavanya, A.Murugan International Journal of Computer Applications vol-29,no-5 2011 45-49
60 Discovering sequence motifs of different patterns parallelly using DNA operations B.Lavanya, A.Murugan International Journal of Computer Applications vol-33,no-1 2011 18-24
61 A DNA algorithmic approach to solve GCS computing A.Murugan, B.Lavanya Journal of Computational Intelligence in Bioinformatics 3 2010 239-247
// FLASH NEWS //
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