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Chris Mattmann
Chris Mattmann
Adjunct Research Professor and Director, Information Retrieval and Data Science (IRDS) Group
Verified email at usc.edu - Homepage
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Cited by
Cited by
Year
The Airborne Snow Observatory: Fusion of scanning lidar, imaging spectrometer, and physically-based modeling for mapping snow water equivalent and snow albedo
TH Painter, DF Berisford, JW Boardman, KJ Bormann, JS Deems, ...
Remote Sensing of Environment 184, 139-152, 2016
2912016
Evaluation of the CORDEX-Africa multi-RCM hindcast: systematic model errors
J Kim, DE Waliser, CA Mattmann, CE Goodale, AF Hart, PA Zimdars, ...
Climate dynamics 42 (5), 1189-1202, 2014
2102014
A vision for data science
CA Mattmann
Nature 493 (7433), 473-475, 2013
1982013
Apache airavata: a framework for distributed applications and computational workflows
S Marru, L Gunathilake, C Herath, P Tangchaisin, M Pierce, C Mattmann, ...
Proceedings of the 2011 ACM workshop on Gateway computing environments, 21-28, 2011
1632011
The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data
L Cinquini, D Crichton, C Mattmann, J Harney, G Shipman, F Wang, ...
Future Generation Computer Systems 36, 400-417, 2014
1422014
Enhancing architectural recovery using concerns
J Garcia, D Popescu, C Mattmann, N Medvidovic, Y Cai
2011 26th IEEE/ACM International Conference on Automated Software …, 2011
1242011
A software architecture-based framework for highly distributed and data intensive scientific applications
CA Mattmann, DJ Crichton, N Medvidovic, S Hughes
Proceedings of the 28th international conference on Software engineering …, 2006
1162006
Tika in action
CA Mattmann, JL Zitting
Manning, 2012
1112012
Obtaining ground-truth software architectures
J Garcia, I Krka, C Mattmann, N Medvidovic
2013 35th International Conference on Software Engineering (ICSE), 901-910, 2013
952013
A millisecond interferometric search for fast radio bursts with the Very Large Array
CJ Law, GC Bower, S Burke-Spolaor, B Butler, E Lawrence, TJW Lazio, ...
The Astrophysical Journal 807 (1), 16, 2015
802015
Apache Airavata: design and directions of a science gateway framework
M Pierce, S Marru, L Gunathilake, TA Kanewala, R Singh, S Wijeratne, ...
2014 6th International Workshop on Science Gateways, 48-54, 2014
792014
SciSpark: Applying in-memory distributed computing to weather event detection and tracking
R Palamuttam, RM Mogrovejo, C Mattmann, B Wilson, K Whitehall, ...
2015 IEEE International conference on big data (big data), 2020-2026, 2015
482015
Leveraging architectural models to inject trust into software systems
S Banerjee, CA Mattmann, N Medvidovic, L Golubchik
Proceedings of the 2005 workshop on Software engineering for secure systems …, 2005
482005
New capabilities for prediction of high‐latitude ionospheric scintillation: A novel approach with machine learning
RM McGranaghan, AJ Mannucci, B Wilson, CA Mattmann, R Chadwick
Space Weather 16 (11), 1817-1846, 2018
472018
Convcast: An embedded convolutional LSTM based architecture for precipitation nowcasting using satellite data
A Kumar, T Islam, Y Sekimoto, C Mattmann, B Wilson
Plos one 15 (3), e0230114, 2020
432020
Scientific software as workflows: From discovery to distribution
D Woollard, N Medvidovic, Y Gil, CA Mattmann
IEEE software 25 (4), 37-43, 2008
402008
Enabling semantic interoperability for earth science data
R Raskin, M Pan, C Mattmann
4th NASA Earth Science Technology Conference, 2004
392004
Evaluation of the surface climatology over the conterminous United States in the North American regional climate change assessment program hindcast experiment using a regional …
J Kim, DE Waliser, CA Mattmann, LO Mearns, CE Goodale, AF Hart, ...
Journal of Climate 26 (15), 5698-5715, 2013
352013
ACE: improving search engines via Automatic Concept Extraction
PM Ramirez, CA Mattmann
Proceedings of the 2004 IEEE International Conference on Information Reuse …, 2004
302004
Ensemble sentiment analysis to identify human trafficking in web data
A Mensikova, CA Mattmann
Workshop on Graph Techniques for Adversarial Activity Analytics (GTA 2018 …, 2018
282018
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