Ms. Shini Renjith

Assistant Professor

Area of interest

  • Machine Learning
  • Data Mining
  • Data Analytics
  • Recommender Systems

Publications

  • ShiniRenjith, Sreekumar A. and Jathavedan M. have presented the paper “Pragmatic Evaluation of the Impact of Dimensionality Reduction in the Performance of Clustering Algorithms” at International Conference in Advances in Electrical and Computer Technologies 2019 (ICAECT 2019), Apr 2019 and published in “Advances in Electrical and Computer Technologies”, Springer Lecture Notes in Electrical Engineering (LNEE) series.
  • ShiniRenjith, Sreekumar A. and Jathavedan M. have presented the paper “Performance Evaluation of Clustering Algorithms for Varying Cardinality and Dimensionality of Data Sets” at International Conference in Advances in Electrical and Computer Technologies 2019 (ICAECT 2019), Apr 2019 and published in “Advances in Electrical and Computer Technologies”, Springer Lecture Notes in Electrical Engineering (LNEE) series.
  • ShiniRenjith, Alpana Gopi, Divya P R, LittyRajan and Surya Rajan have published a paper titled “Accident Tracking and Visual Sharing Using RFID and SDN” in International Journal of Computer Engineering in Research Trends, Vol. 3 Issue 10, Oct 2016.
  • ShiniRenjith and DhanyaSudhakaran have published a paper titled “Context Aware Community Detection Scheme for Identification of Community in Multi-dimensional Networks” in International Journal of ICTAK (Convergence), Vol. 2 Issue 1, Jun 2016.
  • ShiniRenjith and DhanyaSudhakaran have published a paper titled “Multi Comm_Plus: A Community Detection System for Identification of Community in Multi-Dimensional Networks” in International Journal of Innovative Research in Computer and Communication Engineering, Vol. 4 Issue 5, May 2016.
  • ShiniRenjith and DhanyaSudhakaran have published a paper titled “Survey of Community Detection Algorithms to Identify the Best Community in Real-Time Networks” in International Journal of Scientific Engineering and Applied Science, Vol. 2 Issue 1, Jan 2016.
  • ShiniRenjith and DhanyaSudhakaran have published a paper titled “Phase based Resource Aware Scheduler with Job Profiling for MapReduce” in International Journal of Latest Trends in Engineering and Technology, Vol. 6 Issue 2, Nov 2015.
  • ShiniRenjith has published a paper titled “An Integrated Framework to Recommend Personalized Retention Actions to Control B2C E-Commerce Customer Churn” in International Journal of Engineering Trends and Technology, Vol. 27 Issue 3, Sep 2015.
  • ShiniRenjith and K.G. Jijimol have presented the paper“Load Balanced Optimal Client Server Assignment for Internet Distributed Systems” in International Conference on Advances in Computing, Communications and Informatics 2015 (ICACCI-2015), Jul 2015and published in International Journal of Applied Engineering Research, Vol. 10 Issue 69.
  • ShiniRenjith and Anjali C. have presented the paper “A Personalized Mobile Travel Recommender System using Hybrid Algorithm” in International Conference on Computational Systems and Communications 2014 (ICCSC2014), Dec 2014 and published in IEEE Xplore.
  • ShiniRenjith andAnjali C have presented the paper “A Personalized Travel Recommender Model Based on Content-based Prediction and Collaborative Recommendation” in International Conference on Mobility in Computing (ICMiC13), Dec 2013and published inInternational Journal of Computer Science and Mobile Computing, ICMIC13. This paperhas also secured the Best Paper Award in ICMIC13.
  • ShiniRenjith andAnjali C have presented the paper “Fitness Function in Genetic Algorithm based Information Filtering – A Survey” in International Conference on Mobility in Computing (ICMiC13),Dec 2013and published in International Journal of Computer Science and Mobile Computing, ICMIC13
Professional Memberships
  • Association for Computing Machinery (ACM)
  • Institute of Electrical and Electronics Engineers (IEEE)
  • Computer Society of India (CSI)
Experience
  • Teaching : 8 Years
  • Research : 3 Years
  • Industry : 2 Years