© 2017 Arunkumar Bagavathi.

My Publications

2018
13 Bagavathi, A., Krishnan ,S., "Multi-Net: A Scalable Multiplex Network Embedding Framework", (to appear) in 7th International Conference on Complex Networks and Their Applications, Cambridge, UK, Dec. 11-13, 2018 (Acceptance rate: <20%)
12 Bagavathi, A., Tripathi A., Tzacheva A.A., Ras, Z.W., "Actionable Pattern Mining - a Scalable Data Distribution Method based on information granules", (to appear) in IEEE 17th International Conference on Machine Learning and Applications, Orlando, Florida, Dec. 17-20, 2018, pp. 32-39 (Acceptance rate: 31%)
11 Bagavathi, A., Rao V., Tzacheva A.A., "Data Distribution Method for Scalable Actionable Pattern Mining", in International Conference on Data Science, E-learning and Information Systems, Madrid, Spain, Oct. 1-3, 2018
10 Tzacheva A.A., Bagavathi A., Suryanarayanaprasad C.B., "In Search of Actionable Patterns of Lowest Cost - a Scalable Action Graph Method", in IEEE 1st International Conference on Artificial Intelligence and Knowledge Engineering(AIKE), Santa Ana, CA, Sept. 26-28, 2018, pp. 119-124
9 Chen S., Xu Q., Buchenberger J., Bagavathi A., Fair G., Shaikh, S. Krishnan S., "Investigating the Dynamics of Health Agency Response and Public Engagement during Public Health Emergency: A Case Study of CDC Tweeting Pattern during 2016 Zika Epidemic in the U.S.", in JMIR Public Health and Surveillance, Vol. 4, No. 4, e10827, 2018, DOI: 10.2196/10827
8 Bagavathi A., Krishnan S., "Social Sensors: Early Detection of Contagious Outbreaks in Social Media", in the 9th International Conference on Applied Human Factors and Ergonomics(AHFE), Orlando, FL, Springer, Cham, 2018, pp. 400-407
7 Tzacheva A.A., Bagavathi A., Datta A.K., "In Search of Actionable Patterns of Lowest Cost – A Scalable Graph Method", in International Journal of Database Management Systems(IJDMS), 2018, Vol. 10, No. 3, pp. 1-19
2017
6 Tzacheva A. A., Ranganathan J., Bagavathi A., "Action Rules for Sentiment Analysis Using Twitter" (under review)
5 Bagavathi A., Mummoju P., Tarnowska K., Tzacheva A. A., Ras Z.W., "SARGS method for Distributed Actionable Pattern Mining using Spark", in The IEEE International Conference on Big Data, 2017, Boston, USA, Dec 11-14, pp. 4272-4281
4 Tzacheva A. A., Bagavathi A., Ayila L., "Discovery of Action Rules at Lowest Cost in Spark", in Proceedings of 2017 International Conference of Data Mining Workshops (ICDMW’17) on 5th International Workshop on Data Science and Big Data Analytics Workshop, November 18-21, 2017, New Orleans, USA, pp. 87-94
3 Bagavathi A., and Tzacheva A. A., "Rule Based Systems in a Distributed Environment: Survey", in Proceedings of International Conference on Cloud Computing and Applications (CCA17), 3rd World Congress on Electrical Engineering and Computer Systems and Science (EECSS’17), June 4-6, 2017 Rome, Italy, pp. 1-17
2 Tzacheva A.A., Shankar R. A., Ramachandran S., and Bagavathi A., "Action Rules of Lowest Cost and Action Set Correlations", Fundamenta Informaticae Journal, European Association for Theoretical Computer Science (EATCS), IOS Press, 2017
2016
1 Tzacheva A.A., Bagavathi A., and Ganesan P. D., "MR - Random Forest Algorithm for Distributed Action Rules Discovery", in International Journal of Data Mining & Knowledge Management Process (IJDKP), 2016, Vol. 6, No. 5., pp.15-30.