Sathappan Muthiah

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Naren RamakrishnanThomas L. Phillips Professor, Virginia TechVerifierad e-postadress på cs.vt.edu
David MaresProfessor of Political Science, University of California, San DiegoVerifierad e-postadress på ucsd.edu
Patrick ButlerVirginia TechVerifierad e-postadress på vt.edu
Chang-Tien Lu, IEEE FellowComputer Science, Virginia TechVerifierad e-postadress på vt.edu
Mohammad Raihanul IslamMachine Learning Scientist Qloo.IncVerifierad e-postadress på qloo.com
Nathan SelfResearch Associate, Discovery Analytics Center, Virginia TechVerifierad e-postadress på vt.edu
jaime arredondoUniversity of California, San Diego. Phd Candidate.Verifierad e-postadress på ucsd.edu
Rupinder Paul KhandpurSoftware Engineer, Machine Learning - Meta PlatformsVerifierad e-postadress på vt.edu
Yue NingStevens Institute of TechnologyVerifierad e-postadress på stevens.edu
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzVerifierad e-postadress på ucsc.edu
Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerifierad e-postadress på vt.edu
Huzefa RangwalaProfessor of Computer Science, George Mason/ ML Scientist, AmazonVerifierad e-postadress på cs.gmu.edu
Dipak K. GuptaProfessor Emeritus, political Science San Diego State UniversityVerifierad e-postadress på mail.sdsu.edu
B. Aditya PrakashAssociate Professor, Georgia Institute of TechnologyVerifierad e-postadress på cs.cmu.edu
Bijaya AdhikariDepartment of Computer Science, University of IowaVerifierad e-postadress på uiowa.edu
Nikhil MuralidharStevens Institute of TechnologyVerifierad e-postadress på stevens.edu
Alla RozovskayaAssociate Professor, Queens College, CUNYVerifierad e-postadress på qc.cuny.edu
Jose CadenaResearch Staff Member, Machine Learning Group, Lawrence Livermore National LaboratoryVerifierad e-postadress på vt.edu
Anil Vullikanti (V. S. Anil Kumar)University of VirginiaVerifierad e-postadress på virginia.edu
Parang SarafLead Machine Learning Scientist @  AppleVerifierad e-postadress på apple.com

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Sathappan Muthiah

eBay Inc

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Data Mining Machine Learning Event Modeling


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'Beating the news' with EMBERS: Forecasting civil unrest using open source indicators N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	305	2014
DeepDiffuse: Predicting the'Who'and'When'in Cascades MR Islam, S Muthiah, B Adhikari, BA Prakash, N Ramakrishnan 2018 IEEE International Conference on Data Mining (ICDM), 1055-1060, 2018	110	2018
Planned protest modeling in news and social media S Muthiah, B Huang, J Arredondo, D Mares, L Getoor, G Katz, ... Proceedings of the AAAI Conference on Artificial Intelligence 29 (2), 3920-3927, 2015	98	2015
Modeling precursors for event forecasting via nested multi-instance learning Y Ning, S Muthiah, H Rangwala, N Ramakrishnan Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	75	2016
Forecasting significant societal events using the Embers streaming predictive analytics system A Doyle, G Katz, K Summers, C Ackermann, I Zavorin, Z Lim, S Muthiah, ... Big data 2 (4), 185-195, 2014	61	2014
Embers at 4 years: Experiences operating an open source indicators forecasting system S Muthiah, P Butler, RP Khandpur, P Saraf, N Self, A Rozovskaya, L Zhao, ... Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	51	2016
RumorSleuth: joint detection of rumor veracity and user stance MR Islam, S Muthiah, N Ramakrishnan Proceedings of the 2019 IEEE/ACM international conference on advances in …, 2019	33	2019
The EMBERS architecture for streaming predictive analytics A Doyle, G Katz, K Summers, C Ackermann, I Zavorin, Z Lim, S Muthiah, ... 2014 IEEE International Conference on Big Data (Big Data), 11-13, 2014	30	2014
Geospatial clustering for balanced and proximal schools S Biswas, F Chen, A Sistrunk, S Muthiah, Z Chen, N Self, CT Lu, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13358 …, 2020	20	2020
DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems. N Muralidhar, S Muthiah, N Ramakrishnan IJCAI, 3180-3186, 2019	20	2019
Uncovering news-twitter reciprocity via interaction patterns Y Ning, S Muthiah, R Tandon, N Ramakrishnan Proceedings of the 2015 IEEE/ACM International Conference on Advances in …, 2015	18	2015
Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach N Muralidhar, S Muthiah, K Nakayama, R Sharma, N Ramakrishnan 2019 IEEE International Conference on Big Data (Big Data), 543-552, 2019	13	2019
Forecasting Crime Incidents using Cluster Analysis and Bayesian Belief Networks A Mahendiran, M Shuffett, S Muthiah, R Malla, G Zhang Forrás: http://filebox. vt. edu/users/shuffett/analytics/assets …, 2011	10	2011
Capturing planned protests from open source indicators S Muthiah, B Huang, J Arredondo, D Mares, L Getoor, G Katz, ... AI Magazine 37 (2), 63-75, 2016	9	2016
Leveraging topic models to develop metrics for evaluating the quality of narrative threads extracted from news stories J Schlachter, A Ruvinsky, LA Reynoso, S Muthiah, N Ramakrishnan Procedia Manufacturing 3, 4028-4035, 2015	9	2015
Forecasting protests by detecting future time mentions in news and social media S Muthiah Virginia Tech, 2014	8	2014
Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions RB Yousuf, S Biswas, KK Kaushal, J Dunham, R Gelles, S Muthiah, N Self, ... arXiv preprint arXiv:2207.04029, 2022	6	2022
NActSeer: Predicting User Actions in Social Network using Graph Augmented Neural Network MR Islam, S Muthiah, N Ramakrishnan Proceedings of the 28th ACM International Conference on Information and …, 2019	6	2019
Forecasting civil strife: An emerging methodology DK Gupta, S Muthiah, D Mares, N Ramakrishnan The Third International Conference on Human and Social Analytics, 6, 2017	3	2017
Hierarchical Quickest Change Detection via Surrogates P Chakraborty, S Muthiah, R Tandon, N Ramakrishnan arXiv preprint arXiv:1603.09739, 2016	3	2016

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