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ORCIDChris Mattmann
Chris A. Mattmann
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- affiliation: University of Southern California, Los Angeles, USA
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2020 – today
- 2023
[j20]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: 69486-69494 (2023)- [j19]Antonio R. Paiva, Weichang Li, Chris A. Mattmann, Youzuo Lin, Maarten V. de Hoop:
Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3242-3244 (2023) - 2022
- [c61]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: 168-175 - 2021
- [c60]Thamme Gowda, Zhao Zhang, Chris Mattmann, Jonathan May:
Many-to-English Machine Translation Tools, Data, and Pretrained Models. ACL (demo) 2021: 306-316 - [c59]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: 121-127 - [i7]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 abs/2101.03989 (2021) - [i6]Thamme Gowda, Zhao Zhang, Chris A. Mattmann, Jonathan May:
Many-to-English Machine Translation Tools, Data, and Pretrained Models. CoRR abs/2104.00290 (2021) - 2020
- [c58]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 - [c57]Hamsa Shwetha Venkataram, Chris A. Mattmann, J. Scott Penberthy:
TopiQAL: Topic-aware Question Answering using Scalable Domain-specific Supercomputers. DLS@SC 2020: 48-55 - [c56]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: 318-326
2010 – 2019
- 2019
- [c55]Chris A. Mattmann, Zhao Zhang:
Deep Facial Recognition using Tensorflow. DLS@SC 2019: 45-51 - 2018
- [i5]Chris A. Mattmann, Sujen Shah, Brian Wilson:
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution. CoRR abs/1808.03753 (2018) - 2017
- [c54]Siri Jodha S. Khalsa, Chris A. Mattmann, Ruth E. Duerr:
Deep web crawling for insights from polar data. IGARSS 2017: 376-379 - [c53]Madhav Sharan, Nithin Krishna Ottilingam, Chris A. Mattmann, Karanjeet Singh, Maribel Marin, Amy Latzer, Colin Foon, Umesh Handore:
An Automated Approach for Information and Referral of Social Services Using Machine Learning. IRI 2017: 332-337 - [c52]Joey Hong, Chris A. Mattmann, Paul M. Ramirez:
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction. IRI 2017: 509-516 - [c51]Thamme Gowda, Kyle Hundman, Chris A. Mattmann:
An Approach for Automatic and Large Scale Image Forensics. MFSec@ICMR 2017: 16-20 - [c50]Chris A. Mattmann, Madhav Sharan:
Scalable Hadoop-Based Pooled Time Series of Big Video Data from the Deep Web. ICMR 2017: 117-120 - [i4]Kyle Hundman, Chris A. Mattmann:
Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science. CoRR abs/1710.04312 (2017) - 2016
- [j18]Chris A. Mattmann, Luca Cinquini, Paul Zimdars, Michael J. Joyce, Shakeh E. Khudikyan:
A topical evaluation and discussion of data movement technologies for data-intensive scientific applications. Earth Sci. Informatics 9(2): 247-262 (2016) - [c49]Kiri L. Wagstaff, Ellen Riloff, Nina L. Lanza, Chris A. Mattmann, Paul M. Ramirez:
Creating a Mars Target Encyclopedia by Extracting Information from the Planetary Science Literature. AAAI Workshop: Knowledge Extraction from Text 2016 - [c48]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: 2964-2973 - [c47]Chris A. Mattmann, Madhav Sharan:
An Automatic Approach for Discovering and Geocoding Locations in Domain-Specific Web Data (Application Paper). IRI 2016: 87-93 - [c46]Thamme Gowda, Chris A. Mattmann:
Clustering Web Pages Based on Structure and Style Similarity (Application Paper). IRI 2016: 175-180 - [i3]Joey Hong, Chris Mattmann, Paul M. Ramirez:
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction. CoRR abs/1610.00852 (2016) - [i2]Chris Mattmann, Madhav Sharan:
Scalable Pooled Time Series of Big Video Data from the Deep Web. CoRR abs/1610.06669 (2016) - 2015
- [j17]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:
Exploring a graph theory based algorithm for automated identification and characterization of large mesoscale convective systems in satellite datasets. Earth Sci. Informatics 8(3): 663-675 (2015) - [j16]Chris A. Mattmann, Joshua Garcia, Ivo Krka, Daniel Popescu, Nenad Medvidovic:
Revisiting the Anatomy and Physiology of the Grid. J. Grid Comput. 13(1): 19-34 (2015) - [c45]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: 2020-2026 - [c44]Chris A. Mattmann:
A Revisiting of the Anatomy and Physiology of the Grid. SCREAM@HPDC 2015: 27 - [c43]Lewis J. McGibbney, Kim D. Whitehall, Chris A. Mattmann, Phillip M. Carter:
Enabling Linguistic Analysis of Scientific Metadata through Internationalizing NASA JPL's PODAAC. IRI 2015: 207-210 - [c42]Rishi Verma, Chris Mattmann:
Extending Spark Analytics through Tika-Based Information Extraction and Retrieval. IRI 2015: 215-218 - [c41]Chris A. Mattmann, Ji-Hyun Oh, Tyler Palsulich, Lewis John McGibbney, Yolanda Gil, Varun Ratnakar:
DRAT: An Unobtrusive, Scalable Approach to Large Scale Software License Analysis. ASE Workshops 2015: 97-101 - [c40]Annie Bryant Burgess, Chris Mattmann, Giuseppe Totaro, Lewis John McGibbney, Paul M. Ramirez:
TREC Dynamic Domain: Polar Science. TREC 2015 - 2014
- [j15]Victor Pankratius, Chris Mattmann:
Computing in Astronomy: To See the Unseen. Computer 47(9): 23-25 (2014) - [j14]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:
Computing in Astronomy: Applications and Examples. Computer 47(9): 62-69 (2014) - [j13]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:
Cloud computing and virtualization within the regional climate model and evaluation system. Earth Sci. Informatics 7(1): 1-12 (2014) - [j12]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: 400-417 (2014) - [j11]Chris A. Mattmann:
Cultivating a research agenda for data science. J. Big Data 1: 6 (2014) - [c39]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:
A Laboratory-Targeted, Data Management and Processing System for the Early Detection Research Network. CBMS 2014: 401-405 - [c38]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:
24 Hour near real time processing and computation for the JPL Airborne Snow Observatory. IGARSS 2014: 5222-5225 - [c37]Ann B. Burgess, Chris A. Mattmann:
Automatically classifying and interpreting polar datasets with Apache Tika. IRI 2014: 863-867 - [c36]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: 48-54 - [i1]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 abs/1412.5557 (2014) - 2013
- [j10]Chris A. Mattmann:
Computing: A vision for data science. Nat. 493(7433): 473-475 (2013) - [c35]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:
Public infrastructure for cancer biomarker data capture, annotation, analysis, and distribution. AMIA 2013 - [c34]Joshua Garcia, Ivo Krka, Chris Mattmann, Nenad Medvidovic:
Obtaining ground-truth software architectures. ICSE 2013: 901-910 - [c33]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: 88-97 - 2012
- [j9]Bruce R. Barkstrom, Chris A. Mattmann:
A simple model illustrating the virtue of replication for long-term information preservation. Earth Sci. Informatics 5(2): 105-109 (2012) - [j8]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): 29-35 (2012) - [j7]Daniel J. Crichton, Chris A. Mattmann, Luca Cinquini, Amy Braverman, Duane Waliser, Michael Gunson, Andrew F. Hart, Cameron Goodale, Peter Lean, Jinwon Kim:
Sharing Satellite Observations with the Climate-Modeling Community: Software and Architecture. IEEE Softw. 29(5): 73-81 (2012) - [j6]Chris A. Mattmann, Nenad Medvidovic, Sam Malek, George Edwards, Somo Banerjee:
A Middleware Platform for Providing Mobile and Embedded Computing Instruction to Software Engineering Students. IEEE Trans. Educ. 55(3): 425-435 (2012) - [c32]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: 1-10 - [c31]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:
Developing an open source, reusable platform for distributed collaborative information management in the Early Detection Research Network. IRI 2012: 263-270 - [c30]Chris A. Mattmann, Robert R. Downs, Paul M. Ramirez, Cameron Goodale, Andrew F. Hart:
Developing an open source strategy for NASA earth science data systems. IRI 2012: 687-693 - 2011
- [c29]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:
An informatics architecture for the Virtual Pediatric Intensive Care Unit. CBMS 2011: 1-6 - [c28]Chris A. Mattmann, Nenad Medvidovic, T. S. Mohan, T. Owen O'Malley:
Workshop on software engineering for cloud computing: (SECLOUD 2011). ICSE 2011: 1196-1197 - [c27]James J. Marshall, Robert R. Downs, Chris A. Mattmann:
Software reuse methods to improve technological infrastructure for e-Science. IRI 2011: 528-532 - [c26]Joshua Garcia, Daniel Popescu, Chris Mattmann, Nenad Medvidovic, Yuanfang Cai:
Enhancing architectural recovery using concerns. ASE 2011: 552-555 - [c25]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: 21-28 - [p1]Daniel J. Crichton, Chris A. Mattmann, John S. Hughes, Sean C. Kelly, Andrew F. Hart:
A Multidisciplinary, Model-Driven, Distributed Science Data System Architecture. Guide to e-Science 2011: 117-143 - 2010
- [j5]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): 28-35 (2010) - [j4]Chris Mattmann, Amy Braverman, Daniel J. Crichton:
Understanding architectural tradeoffs necessary to increase climate model intercomparison efficiency. ACM SIGSOFT Softw. Eng. Notes 35(3): 1-6 (2010) - [c24]Chris A. Mattmann, Robert R. Downs, James J. Marshall, Neal F. Most, Shahin Samadi:
Reuse of software assets for the NASA Earth science decadal survey missions. IGARSS 2010: 1687-1690 - [c23]James J. Marshall, Robert R. Downs, Chris A. Mattmann:
Progress towards a NASA earth science Reuse Enablement System (RES). IRI 2010: 340-343 - [c22]David Woollard, Chris Mattmann, Daniel Popescu, Nenad Medvidovic:
Kadre: domain-specific architectural recovery for scientific software systems. ASE 2010: 325-328
2000 – 2009
- 2009
- [c21]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: 387-392 - [c20]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: 1-4 - [c19]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: 231-232 - [c18]David Woollard, Chris Mattmann, Nenad Medvidovic:
Injecting software architectural constraints into legacy scientific applications. SE-CSE@ICSE 2009: 65-71 - [c17]J. Steven Hughes, Daniel J. Crichton, Chris Mattmann:
Ontology-based Information Model Development for Science Information Reuse and Integration. IRI 2009: 79-84 - [c16]J. Steven Hughes, Daniel J. Crichton, Chris Mattmann:
Scientific digital libraries, interoperability, and ontologies. JCDL 2009: 399-400 - [c15]Chris Mattmann, Joshua Garcia, Ivo Krka, Daniel Popescu, Nenad Medvidovic:
The anatomy and physiology of the grid revisited. WICSA/ECSA 2009: 285-288 - 2008
- [j3]David Woollard, Nenad Medvidovic, Yolanda Gil, Chris Mattmann:
Scientific Software as Workflows: From Discovery to Distribution. IEEE Softw. 25(4): 37-43 (2008) - [c14]Chris Mattmann, David Woollard, Nenad Medvidovic:
Exploiting connector knowledge to efficiently disseminate highly voluminous data sets. SHARK 2008: 37-40 - 2007
- [c13]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: 418-422 - [c12]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: 6 - 2006
- [c11]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: 44 - [c10]Chris Mattmann, Daniel J. Crichton, Nenad Medvidovic, Steve Hughes:
A software architecture-based framework for highly distributed and data intensive scientific applications. ICSE 2006: 721-730 - [c9]Chris Mattmann:
Software Connectors for Highly Distributed and Voluminous Data Intensive Systems. ASE 2006: 331-334 - 2005
- [j2]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: 171-188 (2005) - [j1]Somo Banerjee, Chris Mattmann, Nenad Medvidovic, Leana Golubchik:
Leveraging architectural models to inject trust into software systems. ACM SIGSOFT Softw. Eng. Notes 30(4): 1-7 (2005) - [c8]Chris Mattmann, Nenad Medvidovic, Paul M. Ramirez, Vladimir Jakobac:
Unlocking the Grid. CBSE 2005: 322-336 - [c7]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: 68-77 - [c6]Somo Banerjee, Chris A. Mattmann, Nenad Medvidovic, Leana Golubchik:
Leveraging architectural models to inject trust into software systems. SESS@ICSE 2005: 1-7 - [c5]Chris A. Mattmann, Nenad Medvidovic:
The GridLite DREAM: Bringing the Grid to Your Pocket. Monterey Workshop 2005: 70-87 - 2004
- [c4]Paul M. Ramirez, Chris Mattmann:
ACE: Improving Search Engines via Automatic Concept Extraction. IRI 2004: 229-234 - [c3]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: 255-276 - 2003
- [c2]Chris Mattmann, Dana Freeborn, Daniel J. Crichton:
Towards a Distributed Information Architecture for Avionics Data. ICWI 2003: 829-832 - [c1]Chris Mattmann, Bilal Shaw:
Adding Meta-Architectural Understanding to Resource Aware Software Architectures Requiring Device Synchronization. ICWI 2003: 1265-1268
Coauthor Index
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