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Dhivya Eswaran
Dhivya Eswaran
Senior Applied Scientist, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Spotlight: Detecting anomalies in streaming graphs
D Eswaran, C Faloutsos, S Guha, N Mishra
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1482018
Sedanspot: Detecting anomalies in edge streams
D Eswaran, C Faloutsos
2018 IEEE International conference on data mining (ICDM), 953-958, 2018
752018
Beyond Outlier Detection: LookOut for Pictorial Explanation
N Gupta, D Eswaran, N Shah, L Akoglu, C Faloutsos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
712019
Zoobp: Belief propagation for heterogeneous networks
D Eswaran, S Günnemann, C Faloutsos, D Makhija, M Kumar
Proceedings of the VLDB Endowment 10 (5), 625-636, 2017
622017
Higher-order label homogeneity and spreading in graphs
D Eswaran, S Kumar, C Faloutsos
Proceedings of The Web Conference 2020, 2493-2499, 2020
152020
Benefit-aware early prediction of health outcomes on multivariate EEG time series
S Shekhar, D Eswaran, B Hooi, J Elmer, C Faloutsos, L Akoglu
Journal of biomedical informatics 139, 104296, 2023
132023
The power of certainty: A dirichlet-multinomial model for belief propagation
D Eswaran, S Günnemann, C Faloutsos
Proceedings of the 2017 SIAM International Conference on Data Mining, 144-152, 2017
132017
GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid
B Hooi, D Eswaran, HA Song, A Pandey, M Jereminov, L Pileggi, ...
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
122019
Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe)
R Rabbany, D Eswaran, AW Dubrawski, C Faloutsos
Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia …, 2017
102017
Towards creating pedagogic views from encyclopedic resources
D Mathew, D Eswaran, S Chakraborti
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building …, 2015
72015
Towards Creating Pedagogic Views form Encyclopedic Resources, Jun. 4, 2015
D Matthew, D Eswaran, S Chakraborti
Department of Computer Science and Engineering Indian Institute of …, 2015
62015
Changedar: Online localized change detection for sensor data on a graph
B Hooi, L Akoglu, D Eswaran, A Pandey, M Jereminov, L Pileggi, ...
Proceedings of the 27th ACM International Conference on Information and …, 2018
52018
Sedanspot: Detecting anomalies in edge streams. ICDM
D Eswaran, C Faloutsos
IEEE, 2018
52018
Social-Affiliation Networks: Patterns and the SOAR Model
D Eswaran, R Rabbany, AW Dubrawski, C Faloutsos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
42019
Why you should charge your friends for borrowing your stuff
K Shin, E Lee, D Eswaran, AD Procaccia
arXiv preprint arXiv:1705.07343, 2017
42017
Mining Anomalies using Static and Dynamic Graphs
D Eswaran
Ph. D. Thesis, 2020
22020
Modeling website topic cohesion at scale to improve webpage classification
D Eswaran, PN Bennett, JJ Pfeiffer III
Proceedings of the 38th International ACM SIGIR Conference on Research and …, 2015
22015
Anomaly detection in streaming graphs
D Eswaran, S Guha, N Mishra
US Patent 11,003,717, 2021
12021
Intervention-aware early warning
D Eswaran, C Faloutsos, N Mishra, Y Naamad
2019 IEEE International Conference on Data Mining (ICDM), 1030-1035, 2019
12019
Extractive Text Summarization using Latent Semantic Analysis
A Padmakumar, D Eswaran
Natural Language Processing (Fall 2014)—Project, Oct 31, 2014
12014
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