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Latha Banda

Assistant Professor, Computer Science and Engineering (CSE)

latha.banda@sharda.ac.in

About

Ms. Latha Banda done M.Tech (CSE) and submitted her Ph.D. thesis in Computer science from Jawaharlal Nehru University, New Delhi, India. She has more than 16 years experience in academic and research. 
She has published more than 25 research papers of SCI, Scopus and International Conferences with high impact factor such as (Atlantis Press IF 2.0 and IJDMW 1.0) Her research interests include Data Mining, Recommender Systems. 

Experience
  1. Lingayas University Faridabad working as an Associate Professor in School of Computer Science Department. Duration (Jul-2003 to Dec-2003 and Aug-2005 to Till Date).
  2. BSF Tigri Camp, New Delhi worked as a Lecturer in CSE Department. Duration (Sept - 2004 to Aug - 2005).
Qualification
  • Ph.D.
Award & Recognition

  • Selected as the best Faculty in the year of 2009 in Lingayas University, Faridabad.
  • Reviewer of SNAM Journal

Research

  • International Journals
  • Latha Banda, Dr. Karan Singh “Tag & Time weight model for CF Tagging with diffusion-based similarity using GA” Journal of Advanced Research in Dynamical and Control Systems (JARDS Scopus) ISSN:1943-023X (accepted)
  • Abhigna B. S., Latha Banda “Recommendation Systems: A Detailed Review” International Journal of Electrical Electronics & Computer Science Engineering Special Issue - ICSCAAIT-2018 | E-ISSN : 2348-2273 | P-ISSN : 2454-1222.
  • Abhigna B. S., Latha Banda, Recommendation Systems: A Review of Applications, Advances in Material Science & IOT for Smart Environmental Monitoring and Sustainability" (AMSISEMS-2018), ISSN: 978-93-5300-662, 2348-2273.
  • Latha Banda and K.K.Bharadwaj “An Approach to Enhance the Quality of Recommendation using Collaborative Tagging” International Journal of Computational Intelligence Systems – IJCIS-2014,  Vol:7, issue:4, Pp: 650-659, ISSN: 1875-6883.
  • Tanvi Gupta and Latha Banda “A Hybrid Model for Detection and Elimination of  Near- Duplicates based on Web Provenance for Effective  Web Search” in International Journal of Advances in Engineering & Technology, July 2012. Vol. 4, Issue 1, Pg.No. 192-205.             
  • Harsh Mittal, Manoj Jain, Latha Banda “Monitoring the Local Area Netwok using RMI” in Proc of Int.Journavol.2l of computer science and mobile communication vol 2. Issue 5 may 2013. Pp. 50-55. ISSN-2320-088x.
  • Tanvi Gupta and Latha Banda “A Novel Approach to Detect the Near-Duplicates by Refining Provenance Matrix”, Int. Journal of Computer Technology & Applications, VOL 3 (1), 231-234, 2012.
  • Shaina Saini, Latha Banda  “Improving Scalability Issues using GIM in Collaborative Filtering based on Tagging in International Journal of Advances in Engineering & Technology”, July 2012. Vol. 4, Issue 1, pp. 600-610.
  • Latha Banda and K.K.Bharadwaj “Evaluation of Collaborative Filtering based on Tagging with Diffusion Similarity using Gradual Decay Approach” Smart Innovation, Systems and Technologies Volume 27, 2014, pp 421-428 (springer) ISBN: 978-3-319-11933-5.
  • Latha Banda, Dr. Karan Singh “Improving Scalability and Sparsity issues in Hybrid recommender systems using real value GA” 2nd International Conference on Communication and Computing Systems (published as a book chapter by CRC Press – Taylor & Francis Group, indexing by CRC and Google Scholar)
  • Abhigna B.S​, Mrs.Latha Banda​, ”Recommendation Systems: A Detailed Review”, International Journal of Electrical Electronics & Computer Science Engineering Special Issue - ICSCAAIT-2018 | E-ISSN : 2348-2273 | P-ISSN : 2454-1222.
  •  Sourabh Singhal, Latha Banda “Bionic Eye modeling using Thermo Generators”  Two days International Conference on Data Acquisition, processing and Management (ICAPM2014) on 31st jan – 1st feb 2014.
  • E-FCM Algorithms for Collaborative Tagging System, Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014 (Springer), ISBN: 978-3-319-11933-5
  • Latha Banda and K.K.Bharadwaj “Evaluation of Collaborative Tagging using GA with JEC similarity measure” Emerging Research in Computing, Information, Communication and Applications(Elsevier) ISBN: 978-3-319-11933-5
  • Latha Banda and Kamal K. Bharadwaj “Improving Scalability Issues in Collaborative Filtering based on Collaborative Tagging using Genre Interestingness Measure”, ARTCom 2012, LNEE pp. 403–409, 2012.(Published by Springer Digital Library).
  • M.Bhanu Kiran, Latha Banda, Manoj Jain “Cloud Computing – A New Era of Computing”, UTTCS12.
  • Latha Banda, G.jagadeesh, D.Murali Krishna and Ravinder “Man in The Middle Attack”, ICACCT09
  • C.Sunil Kumar, Latha Banda et.al, “Picture Archiving and Communication System for Medical Applications”, International Conference on Systemetics, Cybernetics and Informatics - 2007, Pages 611-14.
  • Anju Rani, Latha Banda, Avanindra Kumar Lal and Dr. Shalini Sharma, Quantum Cryptography Based Biometric Encryption for Network Security, First International Conference on Machine Intelligence and Research Advancement, Dec 21, 2013 - Dec 23, 2013 ICMIRA-2013,

National Conferences

  • Shaina Saini, Latha Banda “Enhancing the Quality of Recommendation by Using Collaborative Tagging with GIM” in NCDMW12
  • Latha Banda, Shaina Saini Clustering Approaches towards Large Scale Social Annotations in Collaborative Tagging in NCDMW12.
  • Shaina Saini, Latha Banda “Enhancing recommendation quality by using GIM in tag based Collaborative filtering”, NTSACT-2012.
  • Tanvi Gupta and Latha Banda “A Novel Approach to Detect Near-Duplicates by Optimizing Rendering Phase in TDW-Matrix Based Algorithm using Lemmatization”, NTSACT-2012.
  • Ginni Arora, Latha Banda “Skin Detection using Pixel Based Method and Refining through Median Filter”, NCAKM10.
  • Preeti Pathak, Latha Banda “Finger Print Recognition System”, NCSCAI09.
  • Attiah Sultana, R.C.Sahoo, Latha Banda “Human Decision making using Expert System Approach”, NCSCAI09.
  • Shanu Garg, Dr.T.V.Prasad, Latha Banda “Speech Recognition from Hindi to English”, NCSCAI09.
  • Nalin Sharma, Vedant Rasogi, Latha Banda “A Review of Speech Synthesis from English to Hindi”, NCSCAI09.
  • Abhigna B.S, Latha Banda, “Recommendation System:A review of application”, AMSISEMS MARCH 2018, Lingayas Vidyapeeth, Google scholar, 978-93-5300-662, 2348-2273.

Certifications

  • Convener certificates
  • Network Implementation  6th Aug 2018
  • Web Designing 6th April 2018
  • Internet of Things  19th Feb 2018
  • Career Enhancement Emerging Trends in IT Sector  9th Feb 2018
  • Big Data 19th September 2017.
  • Big Data and Hadoop 4th October 2017.
  • Cyber Security & Ethical Hacking 26th September 2017.
  • Two days International conference on “Sustainable Computing and Advanced Artificial Intelligence Techniques (ICSCAAIT-2018)” on 24th & 25th January 2018 at Lingayas Vidyapeeth (Deemed to be University), Faridabad.
  • Five Days Faculty Development Program on “Data Sciences and its research challenges”              conducted by SCS department of Lingayas Vidyapeeth form 1st January 2018 to 5th January 2018  at Lingayas Vidyapeeth (Deemed to be University)
  • One National Conference on “Advancing in Engineering and Basic Sciences (NCAEBS16)” on 13th May 2016 at Lingayas University (Deemed to be University), Faridabad.
  • Two days National conference on “Soft Computing and Artificial Intelligence (NCSCAI09 )” on 15th & 16th January 2009 at Lingayas University (Deemed to be University), Faridabad.
  • Two days National conference on “Data Mining and Warehousing (NCDMW12)” on 13th & 14th April 2012 at Lingayas University (Deemed to be University), Faridabad.

Area of Interest

  • My research interests include Data Mining,
  • Recommender Systems, and Artificial Intelligence.