Chris A. Mattmann

41 papers A* 1B 3C 3Misc 11Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences. IEEE Trans. Neural Networks Learn. Syst. Antonio R. Paiva, Weichang Li, Chris A. Mattmann, Youzuo Lin, Maarten V. de Hoop
2021	J	`jnl`	Many-to-English Machine Translation Tools, Data, and Pretrained Models. CoRR Thamme Gowda, Zhao Zhang, Chris A. Mattmann, Jonathan May
2020	—	`conf`	TopiQAL: Topic-aware Question Answering using Scalable Domain-specific Supercomputers. DLS@SC Hamsa Shwetha Venkataram, Chris A. Mattmann, J. Scott Penberthy
2019	—	`conf`	Deep Facial Recognition using Tensorflow. DLS@SC Chris A. Mattmann, Zhao Zhang
2018	J	`jnl`	MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution. CoRR Chris A. Mattmann, Sujen Shah, Brian Wilson
2017	—	`conf`	An Approach for Automatic and Large Scale Image Forensics. MFSec@ICMR Thamme Gowda, Kyle Hundman, Chris A. Mattmann
2017	Misc	`conf`	An Automated Approach for Information and Referral of Social Services Using Machine Learning. IRI Madhav Sharan, Nithin Krishna Ottilingam, Chris A. Mattmann, Karanjeet Singh, Maribel Marin, Amy Latzer, Colin Foon, Umesh Handore
2017	C	`conf`	Deep web crawling for insights from polar data. IGARSS Siri Jodha S. Khalsa, Chris A. Mattmann, Ruth E. Duerr
2017	Misc	`conf`	Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction. IRI Joey Hong, Chris A. Mattmann, Paul M. Ramirez
2017	J	`jnl`	Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science. CoRR Kyle Hundman, Chris A. Mattmann
2017	B	`conf`	Scalable Hadoop-Based Pooled Time Series of Big Video Data from the Deep Web. ICMR Chris A. Mattmann, Madhav Sharan
2016	J	`jnl`	A topical evaluation and discussion of data movement technologies for data-intensive scientific applications. Earth Sci. Informatics Chris A. Mattmann, Luca Cinquini, Paul Zimdars, Michael J. Joyce, Shakeh E. Khudikyan
2016	Misc	`conf`	An Automatic Approach for Discovering and Geocoding Locations in Domain-Specific Web Data (Application Paper). IRI Chris A. Mattmann, Madhav Sharan
2016	Misc	`conf`	Clustering Web Pages Based on Structure and Style Similarity (Application Paper). IRI Thamme Gowda, Chris A. Mattmann
2016	—	`conf`	Creating a Mars Target Encyclopedia by Extracting Information from the Planetary Science Literature. AAAI Workshop: Knowledge Extraction from Text Kiri L. Wagstaff, Ellen Riloff, Nina L. Lanza, Chris A. Mattmann, Paul M. Ramirez
2015	—	`conf`	A Revisiting of the Anatomy and Physiology of the Grid. SCREAM@HPDC Chris A. Mattmann
2015	—	`conf`	DRAT: An Unobtrusive, Scalable Approach to Large Scale Software License Analysis. ASE Workshops Chris A. Mattmann, Ji-Hyun Oh, Tyler Palsulich, Lewis John McGibbney, Yolanda Gil, Varun Ratnakar
2015	Misc	`conf`	Enabling Linguistic Analysis of Scientific Metadata through Internationalizing NASA JPL's PODAAC. IRI Lewis J. McGibbney, Kim D. Whitehall, Chris A. Mattmann, Phillip M. Carter
2015	J	`jnl`	Exploring a graph theory based algorithm for automated identification and characterization of large mesoscale convective systems in satellite datasets. Earth Sci. Informatics Kim Whitehall, Chris A. Mattmann, Gregory Jenkins, Mugizi Robert Rwebangira, Belay Demoz, Duane Waliser, Jinwon Kim, Cameron Goodale, Andrew F. Hart, Paul M. Ramirez, Michael J. Joyce, Maziyar Boustani, Paul Zimdars, Paul Loikith, Huikyo Lee
2015	J	`jnl`	Revisiting the Anatomy and Physiology of the Grid. J. Grid Comput. Chris A. Mattmann, Joshua Garcia, Ivo Krka, Daniel Popescu, Nenad Medvidovic
2014	C	`conf`	24 Hour near real time processing and computation for the JPL Airborne Snow Observatory. IGARSS Chris A. Mattmann, Thomas H. Painter, Paul M. Ramirez, Cameron Goodale, Andrew F. Hart, Paul Zimdars, Maziyar Boustani, Shakeh E. Khudikyan, Rishi Verma, Felix Seidel Caprez, Jeff Deems, Amy Trangsrud, Joseph W. Boardman
2014	B	`conf`	A Laboratory-Targeted, Data Management and Processing System for the Early Detection Research Network. CBMS Rishi Verma, Andrew F. Hart, Chris A. Mattmann, Daniel J. Crichton, Heather Kincaid, Sean C. Kelly, Michael J. Joyce, Paul Zimdars, David L. Tabb, Jay D. Holman, Matthew Chambers, Kristen Anton, Maureen Colbert, Christos Patriotis, Sudhir Srivastava
2014	Misc	`conf`	Automatically classifying and interpreting polar datasets with Apache Tika. IRI Ann B. Burgess, Chris A. Mattmann
2014	J	`jnl`	Cloud computing and virtualization within the regional climate model and evaluation system. Earth Sci. Informatics Chris A. Mattmann, Duane Waliser, Jinwon Kim, Cameron Goodale, Andrew F. Hart, Paul M. Ramirez, Daniel J. Crichton, Paul Zimdars, Maziyar Boustani, Kyo Lee, Paul Loikith, Kim Whitehall, Chris Jack, Bruce Hewitson
2014	J	`jnl`	Computing in Astronomy: Applications and Examples. Computer F. Alexander Bogert, Nicholas Smith, John Holdener, Eric M. De Jong, Andrew F. Hart, Luca Cinquini, Shakeh E. Khudikyan, David R. Thompson, Chris A. Mattmann, Kiri Wagstaff, Joseph Lazio, Dayton L. Jones, Alice Allen, Lior Shamir, Peter J. Teuben
2014	J	`jnl`	Cultivating a research agenda for data science. J. Big Data Chris A. Mattmann
2013	J	`jnl`	Computing: A vision for data science. Nat. Chris A. Mattmann
2013	Misc	`conf`	Public infrastructure for cancer biomarker data capture, annotation, analysis, and distribution. AMIA David L. Tabb, Kristen Anton, Matthew Chambers, Maureen Colbert, Andrew F. Hart, Jerry D. Holman, Sean C. Kelly, Heather Kincaid, Chris A. Mattmann, Daniel J. Crichton
2012	J	`jnl`	A Middleware Platform for Providing Mobile and Embedded Computing Instruction to Software Engineering Students. IEEE Trans. Educ. Chris A. Mattmann, Nenad Medvidovic, Sam Malek, George Edwards, Somo Banerjee
2012	J	`jnl`	A simple model illustrating the virtue of replication for long-term information preservation. Earth Sci. Informatics Bruce R. Barkstrom, Chris A. Mattmann
2012	Misc	`conf`	Developing an open source strategy for NASA earth science data systems. IRI Chris A. Mattmann, Robert R. Downs, Paul M. Ramirez, Cameron Goodale, Andrew F. Hart
2012	Misc	`conf`	Developing an open source, reusable platform for distributed collaborative information management in the Early Detection Research Network. IRI Andrew F. Hart, Rishi Verma, Chris A. Mattmann, Daniel J. Crichton, Sean C. Kelly, Heather Kincaid, J. Steven Hughes, Paul M. Ramirez, Cameron Goodale, Kristen Anton, Maureen Colbert, Robert R. Downs, Christos Patriotis, Sudhir Srivastava
2012	J	`jnl`	Sharing Satellite Observations with the Climate-Modeling Community: Software and Architecture. IEEE Softw. Daniel J. Crichton, Chris A. Mattmann, Luca Cinquini, Amy Braverman, Duane Waliser, Michael Gunson, Andrew F. Hart, Cameron Goodale, Peter Lean, Jinwon Kim
2011	—	`ch.`	A Multidisciplinary, Model-Driven, Distributed Science Data System Architecture. Guide to e-Science Daniel J. Crichton, Chris A. Mattmann, John S. Hughes, Sean C. Kelly, Andrew F. Hart
2011	B	`conf`	An informatics architecture for the Virtual Pediatric Intensive Care Unit. CBMS Daniel J. Crichton, Chris A. Mattmann, Andrew F. Hart, David C. Kale, Robinder G. Khemani, Patrick Ross, Sarah Rubin, Paul Veeravatanayothin, Amy Braverman, Cameron Goodale, Randall C. Wetzel
2011	Misc	`conf`	Software reuse methods to improve technological infrastructure for e-Science. IRI James J. Marshall, Robert R. Downs, Chris A. Mattmann
2011	A*	`conf`	Workshop on software engineering for cloud computing: (SECLOUD 2011). ICSE Chris A. Mattmann, Nenad Medvidovic, T. S. Mohan, T. Owen O'Malley
2010	Misc	`conf`	Progress towards a NASA earth science Reuse Enablement System (RES). IRI James J. Marshall, Robert R. Downs, Chris A. Mattmann
2010	C	`conf`	Reuse of software assets for the NASA Earth science decadal survey missions. IGARSS Chris A. Mattmann, Robert R. Downs, James J. Marshall, Neal F. Most, Shahin Samadi
2005	—	`conf`	Leveraging architectural models to inject trust into software systems. SESS@ICSE Somo Banerjee, Chris A. Mattmann, Nenad Medvidovic, Leana Golubchik
2005	—	`conf`	The GridLite DREAM: Bringing the Grid to Your Pocket. Monterey Workshop Chris A. Mattmann, Nenad Medvidovic