Chris Mattmann

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 10

Top Topics

Geospatial Data

Spatial Resolution

Machine Learning

Top Venues

Publications

Ashutosh Kumar, Tanvir Islam, Jue Ma, Takehiro Kashiyama, Yoshihide Sekimoto, Chris Mattmann
WindSR: Improving Spatial Resolution of Satellite Wind Speed Through Super-Resolution. IEEE Access 11 (2023)
Tim Allison, Wayne Burke, Dustin Graf, Chris Mattmann, Anastasija Mensikova, Mike Milano, Philip Southam, Ryan Stonebraker
Research Report: Progress on Building a File Observatory for Secure Parser Development. SP Workshops (2022)
Thamme Gowda, Zhao Zhang, Chris Mattmann, Jonathan May
Many-to-English Machine Translation Tools, Data, and Pretrained Models. ACL (demo) (2021)
Tim Allison, Wayne Burke, Chris Mattmann, Anastasija Mensikova, Philip Southam, Ryan Stonebraker
Research Report: Building a File Observatory for Secure Parser Development. SP Workshops (2021)
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic, Siddha Ganju, Dava Newman, Sujoy Ganguly, Danny Lange, Atilim Günes Baydin, Amit Sharma, Adam Gibson, Yarin Gal, Eric P. Xing, Chris Mattmann, James Parr
Technology Readiness Levels for Machine Learning Systems. CoRR (2021)
Tim Allison, Wayne Burke, Valentino Constantinou, Edwin Goh, Chris Mattmann, Anastasija Mensikova, Philip Southam, Ryan Stonebraker, Virisha Timmaraju
Research Report: Building a Wide Reach Corpus for Secure Parser Development. SP Workshops (2020)
Hamsa Shwetha Venkataram, Ian Colwell, Steven Liu, Philip Southam, Chris Mattmann, Tom Söderström
Names Don't Fly: Smart Filters for Profanity Detection and Classification in User-Generated Content. DaSH@KDD (2020)
Joey Hong, Chris Mattmann, Paul M. Ramirez
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction. CoRR (2016)
Brian Wilson, Rahul Palamuttam, Kim Whitehall, Chris Mattmann, Alex Goodman, Maziyar Boustani, Sujen Shah, Paul Zimdars, Paul M. Ramirez
SciSpark: Highly interactive in-memory science data analytics. IEEE BigData (2016)
Chris Mattmann, Madhav Sharan
Scalable Pooled Time Series of Big Video Data from the Deep Web. CoRR (2016)
Rishi Verma, Chris Mattmann
Extending Spark Analytics through Tika-Based Information Extraction and Retrieval. IRI (2015)
Rahul Palamuttam, Renato Javier Marroquín Mogrovejo, Chris Mattmann, Brian Wilson, Kim Whitehall, Rishi Verma, Lewis J. McGibbney, Paul M. Ramirez
SciSpark: Applying in-memory distributed computing to weather event detection and tracking. IEEE BigData (2015)
Annie Bryant Burgess, Chris Mattmann, Giuseppe Totaro, Lewis John McGibbney, Paul M. Ramirez
TREC Dynamic Domain: Polar Science. TREC (2015)
Marlon E. Pierce, Suresh Marru, Lahiru Gunathilake, Thejaka Amila Kanewala, Raminder Singh, Saminda Wijeratne, Chathuri Wimalasena, Chathura Herath, Eran Chinthaka, Chris Mattmann, Aleksander Slominski, Patanachai Tangchaisin
Apache Airavata: Design and Directions of a Science Gateway Framework. IWSG (2014)
Victor Pankratius, Chris Mattmann
Computing in Astronomy: To See the Unseen. Computer 47 (9) (2014)
Doug James, Nancy Wilkins-Diehr, Victoria Stodden, Dirk Colbry, Carlos Rosales, Mark R. Fahey, Justin Shi, Rafael Ferreira da Silva, Kyo Lee, Ralph Roskies, Laurence Loewe, Susan Lindsey, Rob Kooper, Lorena A. Barba, David H. Bailey, Jonathan M. Borwein, Óscar Corcho, Ewa Deelman, Michael C. Dietze, Benjamin Gilbert, Jan Harkes, Seth Keele, Praveen Kumar, Jong Lee, Erika Linke, Richard Marciano, Luigi Marini, Chris Mattmann, Dave Mattson, Kenton McHenry, Robert T. McLay, Sheila Miguez, Barbara S. Minsker, María S. Pérez-Hernández, Dan Ryan, Mats Rynge, Idafen Santana-Pérez, Mahadev Satyanarayanan, Gloriana St. Clair, Keith Webster, Eivind Hovig, Daniel S. Katz, Sophie Kay, Geir Kjetil Sandve, David Skinner, Gabrielle Allen, John Cazes, Kym Won Cho, Jim Fonseca, Lorraine J. Hwang, Lars Koesterke, Pragnesh Patel, Line Pouchard, Edward Seidel, Isuru Suriarachchi
Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE. CoRR (2014)
Luca Cinquini, Daniel J. Crichton, Chris Mattmann, John Harney, Galen M. Shipman, Feiyi Wang, Rachana Ananthakrishnan, Neill Miller, Sebastian Denvil, Mark Morgan, Zed Pobre, Gavin M. Bell, Charles M. Doutriaux, Robert S. Drach, Dean N. Williams, Philip Kershaw, Stephen Pascoe, Estanislao Gonzalez, Sandro Fiore, Roland Schweitzer
The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data. Future Gener. Comput. Syst. 36 (2014)
Yolanda Gil, Varun Ratnakar, Rishi Verma, Andrew F. Hart, Paul M. Ramirez, Chris Mattmann, Arni Sumarlidason, Samuel L. Park
Time-bound analytic tasks on large datasets through dynamic configuration of workflows. WORKS@SC (2013)
Joshua Garcia, Ivo Krka, Chris Mattmann, Nenad Medvidovic
Obtaining ground-truth software architectures. ICSE (2013)
Luca Cinquini, Daniel J. Crichton, Chris Mattmann, John Harney, Galen M. Shipman, Feiyi Wang, Rachana Ananthakrishnan, Neill Miller, Sebastien Denvil, Mark Morgan, Zed Pobre, Gavin M. Bell, Bob Drach, Dean N. Williams, Philip Kershaw, Stephen Pascoe, Estanislao Gonzalez, Sandro Fiore, Roland Schweitzer
The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data. eScience (2012)
Chris Mattmann, Daniel J. Crichton, Andrew F. Hart, Sean C. Kelly, Cameron Goodale, Paul M. Ramirez, Steve Hughes, Robert R. Downs, Frank Lindsay
Understanding Open Source Software at NASA. IT Prof. 14 (2) (2012)
Joshua Garcia, Daniel Popescu, Chris Mattmann, Nenad Medvidovic, Yuanfang Cai
Enhancing architectural recovery using concerns. ASE (2011)
Suresh Marru, Lahiru Gunathilake, Chathura Herath, Patanachai Tangchaisin, Marlon E. Pierce, Chris Mattmann, Raminder Singh, Thilina Gunarathne, Eran Chinthaka, Ross Gardler, Aleksander Slominski, Ate Douma, Srinath Perera, Sanjiva Weerawarana
Apache airavata: a framework for distributed applications and computational workflows. SC-GCE (2011)
Chris Mattmann, Daniel J. Crichton, Andrew F. Hart, Sean C. Kelly, J. Steven Hughes
Experiments with Storage and Preservation of NASA's Planetary Data via the Cloud. IT Prof. 12 (5) (2010)
David Woollard, Chris Mattmann, Daniel Popescu, Nenad Medvidovic
Kadre: domain-specific architectural recovery for scientific software systems. ASE (2010)
Chris Mattmann, Amy Braverman, Daniel J. Crichton
Understanding architectural tradeoffs necessary to increase climate model intercomparison efficiency. ACM SIGSOFT Softw. Eng. Notes 35 (3) (2010)
David Woollard, Chris Mattmann, Nenad Medvidovic
Injecting software architectural constraints into legacy scientific applications. SE-CSE@ICSE (2009)
Andrew F. Hart, John J. Tran, Daniel J. Crichton, Kristen Anton, Heather Kincaid, Sean C. Kelly, J. Steven Hughes, Chris Mattmann
An Extensible Biomarker Curation Approach and Software Infrastructure for the Early Detection of Cancer. HEALTHINF (2009)
J. Steven Hughes, Daniel J. Crichton, Chris Mattmann
Scientific digital libraries, interoperability, and ontologies. JCDL (2009)
Chris Mattmann, Joshua Garcia, Ivo Krka, Daniel Popescu, Nenad Medvidovic
The anatomy and physiology of the grid revisited. WICSA/ECSA (2009)
J. Steven Hughes, Daniel J. Crichton, Chris Mattmann
Ontology-based Information Model Development for Science Information Reuse and Integration. IRI (2009)
Andrew F. Hart, Chris Mattmann, John J. Tran, Daniel J. Crichton, J. Steven Hughes, Heather Kincaid, Sean C. Kelly, Kristen Anton, Donald Johnsey, Christos Patriotis
Enabling effective curation of cancer biomarker research data. CBMS (2009)
Chris Mattmann, Daniel J. Crichton, Amy Braverman, Dean N. Williams, Michael Gunson, David Woollard, Sean C. Kelly, Michael Cayanan
A Distributed Computing Infrastructure for the Evaluation of Climate Models Using NASA Observational Data. ICDM Workshops (2009)
David Woollard, Nenad Medvidovic, Yolanda Gil, Chris Mattmann
Scientific Software as Workflows: From Discovery to Distribution. IEEE Softw. 25 (4) (2008)
Chris Mattmann, David Woollard, Nenad Medvidovic
Exploiting connector knowledge to efficiently disseminate highly voluminous data sets. SHARK (2008)
Jesal Bhuta, Chris Mattmann, Nenad Medvidovic, Barry W. Boehm
A Framework for the Assessment and Selection of Software Components and Connectors in COTS-Based Architectures. WICSA (2007)
Chris Mattmann, Vito Perrone, Sean C. Kelly, Daniel J. Crichton, Anthony Finkelstein, Nenad Medvidovic
A Reference Framework for Requirements and Architecture in Biomedical Grid Systems. IRI (2007)
Chris Mattmann
Software Connectors for Highly Distributed and Voluminous Data Intensive Systems. ASE (2006)
Chris Mattmann, Daniel J. Crichton, Nenad Medvidovic, Steve Hughes
A software architecture-based framework for highly distributed and data intensive scientific applications. ICSE (2006)
Daniel J. Crichton, Sean C. Kelly, Chris Mattmann, Qing Xiao, J. Steven Hughes, Jane Oh, Mark Thornquist, Donald Johnsey, Sudhir Srivastava, Laura Esserman, William Bigbee
A Distributed Information Services Architecture to Support Biomarker Discovery in Early Detection of Cancer. e-Science (2006)
J. Steven Hughes, Daniel J. Crichton, Sean C. Kelly, Chris Mattmann, Jerry Crichton, Thuy Tran
Intelligent resource discovery using ontology-based resource profiles. Data Sci. J. 4 (2005)
Chris Mattmann, Sam Malek, Nels E. Beckman, Marija Mikic-Rakic, Nenad Medvidovic, Daniel J. Crichton
GLIDE: A Grid-Based Light-Weight Infrastructure for Data-Intensive Environments. EGC (2005)
Somo Banerjee, Chris Mattmann, Nenad Medvidovic, Leana Golubchik
Leveraging architectural models to inject trust into software systems. ACM SIGSOFT Softw. Eng. Notes 30 (4) (2005)
Chris Mattmann, Nenad Medvidovic, Paul M. Ramirez, Vladimir Jakobac
Unlocking the Grid. CBSE (2005)
Chris Mattmann, Daniel J. Crichton, J. Steven Hughes, Sean C. Kelly, Paul M. Ramirez
Software Architecture for Large-Scale, Distributed, Data-Intensive Systems. WICSA (2004)
Paul M. Ramirez, Chris Mattmann
ACE: Improving Search Engines via Automatic Concept Extraction. IRI (2004)
Chris Mattmann, Bilal Shaw
Adding Meta-Architectural Understanding to Resource Aware Software Architectures Requiring Device Synchronization. ICWI (2003)
Chris Mattmann, Dana Freeborn, Daniel J. Crichton
Towards a Distributed Information Architecture for Avionics Data. ICWI (2003)