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Konstantinos Kalpakis

Affiliations: 
University of Maryland, Baltimore County, Baltimore, MD, United States 
Area:
Computer Science
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"Konstantinos Kalpakis"
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Vasundhara Puttagunta grad student 2005 UMBC
Shilang Tang grad student 2008 UMBC
Parag Namjoshi grad student 2009 UMBC
Shiming Yang grad student 2013 UMBC

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Bonds BW, Yang S, Hu PF, et al. (2015) Predicting secondary insults after severe traumatic brain injury. The Journal of Trauma and Acute Care Surgery. 79: 85-90
Kalpakis K, Yang S, Hu PF, et al. (2015) Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury. Computers in Biology and Medicine. 56: 167-74
Yang S, Kalpakis K, Biem A. (2014) Detecting road traffic events by coupling multiple timeseries with a nonparametric bayesian method Ieee Transactions On Intelligent Transportation Systems. 15: 1936-1946
Chen SY, Yang S, Kalpakis K, et al. (2013) Low rank decomposition-based anomaly detection Proceedings of Spie - the International Society For Optical Engineering. 8743
Yang S, Kalpakis K, Biem A. (2013) Spatio-temporal coupled Bayesian Robust Principal Component Analysis for road traffic event detection Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 392-398
Thompson J, Kalpakis K. (2013) Distributed model consensus for models of locally biased measurements in wireless sensor networks 2013 International Conference On Computing, Networking and Communications, Icnc 2013. 18-22
Yang S, Kalpakis K, Biem A. (2012) An adaptive observation site selection strategy for road traffic data assimilation Iwcts 2012 - 5th Acm Sigspatial International Workshop On Computational Transportation Science. 2-7
Yang S, Kalpakis K, MacKenzie CF, et al. (2012) Online recovery of missing values in vital signs data streams using low-rank matrix completion Proceedings - 2012 11th International Conference On Machine Learning and Applications, Icmla 2012. 1: 281-287
Kalpakis K, Yang S, Hu PF, et al. (2012) Outcome prediction for patients with severe traumatic brain injury using permutation entropy analysis of electronic vital signs data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7376: 415-426
Fauji S, Kalpakis K. (2011) A gossip-based energy efficient protocol for robust in-network aggregation in wireless sensor networks 2011 Ieee International Conference On Pervasive Computing and Communications Workshops, Percom Workshops 2011. 166-171
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