Assistant Professor

Dr. T. Jaya Lakshmi

Department of Computer Science and Engineering

Interests

  1. Social Network Analysis and Mining
  2. Machine Learning
  3. Recommender Systems

Education

1999

Andhra University
India
Masters

2009

Uttar Pradesh Technical University
India
Masters

2019

University of Hyderabad (Central University)
India
Ph.D.

Experience

  • 2000 - 2003, Lecturer | RVR &JC College of Engineering, Guntur, Andhra Pradesh
  • 2004 - 2006, Lecturer | Anand Engineering College, Agra, Uttar Pradesh
  • 2006 - 2009, Assistant Professor | Raj Kumar Goel Institute of Technology, Ghaziabad, Uttar Pradesh
  • 2009 - 2019, Associate Professor | Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh

Research Interest

  • Link prediction in Heterogeneous Social Networks.
  • Temporal Measures for link prediction in complex networks
  • Link prediction approach for Recommender Systems

Awards & Fellowships

  • 1996 - University Rank in Bachelors- Acharya Nagarjuna University
  • 2017 - Travel Grant to present a paper at PAKDD 2017 at South Korea - UGC (F. No.6-210/2017(TG))

Memberships

  • ACM - annual
  • CSI - Life

Publications

  • "Link Prediction Measures in Various Types of Information Networks: A Review" - T.Jaya Lakshmi and S.Durga Bhavani, In 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 1160-1167, held at Barcelona. SPAIN. DOI : 1109/ASONAM.2018.8508295 (DBLP Indexed)
  • “Link prediction in Temporal Heterogeneous networks” - T.Jaya Lakshmi and S.Durga Bhavani, in 12th Pacific Asia Workshop on Intelligence and Security Informatics. (PAKDD workshop), held at Jeju, South Korea in May 2017, Springer, Cham. DOI : 10.1007/978-3-319-57463-9_6.  (DBLP Indexed)
  • “Temporal probabilistic measure for link prediction in collaborative networks” - T.Jaya Lakshmi and S.Durga Bhavani, Applied Intelligence, 47(1), pp.83-95, DOI : 10.1007/s10489-016-0883-y (DBLP, SCI indexed journal)
  • “A study on classifying imbalanced datasets” - T. Jaya Lakshmi and Ch. Siva Rama Prasad - In Proceedings of the First International Conference on Networks & Soft Computing (ICNSC2014), pp: 141 - 145, IEEE. DOI: 10.1109/CNSC.2014.6906652.
  • "Enhancement to community-based multi-relational link prediction using co-occurrence probability feature" - T.Jaya Lakshmi and S.Durga Bhavani, - In Proceedings of the Second ACM IKDD Conference on Data Science (CoDS '15). ACM, pp:86-91. DOI=10.1145/2732587.2732599.  (DBLP Indexed)
  • "Heterogeneous link prediction based on multi relational community information." - T.Jaya Lakshmi and S.Durga Bhavani, - Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on. IEEE, 2014. DOI: 10.1109/COMSNETS.2014.6734932. (DBLP Indexed)

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