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ORCID15th eScience 2019: San Diego, CA, USA
- 15th International Conference on eScience, eScience 2019, San Diego, CA, USA, September 24-27, 2019. IEEE 2019, ISBN 978-1-7281-2451-3
- Danny Rorabaugh, Mario Guevara
, Ricardo M. Llamas, Joy Kitson, Rodrigo Vargas, Michela Taufer:
SOMOSPIE: A Modular SOil MOisture SPatial Inference Engine Based on Data-Driven Decisions. 1-10 - Neil Caithness, Cécile Lachaux, David C. H. Wallom:
The International Forest Risk Model (INFORM): A Method for Assessing Supply Chain Deforestation Risk with Imperfect Data. 11-17 - Fernanda Beatriz Jordan Rojas Dallaqua, Álvaro Luiz Fazenda, Fábio Augusto Faria:
ForestEyes Project: Can Citizen Scientists Help Rainforests? 18-27 - Bernhard Gößwein, Tomasz Miksa, Andreas Rauber, Wolfgang Wagner:
Data Identification and Process Monitoring for Reproducible Earth Observation Research. 28-38 - Peichang Shi, Qianqian Song, Janita Patwardhan, Zhibo Zhang, Jianwu Wang, Aryya Gangopadhyay:
A Hybrid Algorithm for Mineral Dust Detection Using Satellite Data. 39-46 - Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha:
Workflow Design Analysis for High Resolution Satellite Image Analysis. 47-56 - Yogesh Simmhan, Malati Hegde, Rajesh Zele, Sachchida N. Tripathi, Srijith Nair, Sumit K. Monga, Ravi Sahu, Kuldeep Dixit, Ronak Sutaria, Brijesh Mishra, Anamika Sharma, Anand SVR:
SATVAM: Toward an IoT Cyber-Infrastructure for Low-Cost Urban Air Quality Monitoring. 57-66 - Eric Lyons, Anirban Mandal, George Papadimitriou, Cong Wang, Komal Thareja, Paul Ruth, Juan J. Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink:
Toward a Dynamic Network-Centric Distributed Cloud Platform for Scientific Workflows: A Case Study for Adaptive Weather Sensing. 67-76 - Scott L. Sellars, Joulien Tatar, Phu Nguyen, Eric Shearer, Soroosh Sorooshian, F. Martin Ralph, John Graham, Dmitry Mishin, Kyle Marcus, Ilkay Altintas, Thomas A. DeFanti, Larry Smarr, Camille Crittenden, Frank Würthwein:
The Evolution of Bits and Bottlenecks in a Scientific Workflow Trying to Keep Up with Technology: Accelerating 4D Image Segmentation Applied to NASA Data. 77-85 - Richard Isdahl, Odd Erik Gundersen:
Out-of-the-Box Reproducibility: A Survey of Machine Learning Platforms. 86-95 - Javier Álvarez Cid-Fuentes, Salvi Solà, Pol Álvarez, Alfred Castro-Ginard, Rosa M. Badia:
dislib: Large Scale High Performance Machine Learning in Python. 96-105 - Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe:
Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. 106-115 - Icaro Alzuru, Rhiannon Stephens, Andréa M. Matsunaga, Maurício O. Tsugawa, Paul Flemons, José A. B. Fortes:
Quality-Aware Human-Machine Text Extraction for Biocollections using Ensembles of OCRs. 116-125 - Roselyne Tchoua, Aswathy Ajith, Zhi Hong, Logan T. Ward, Kyle Chard, Debra Audus, Shrayesh Patel, Juan de Pablo, Ian T. Foster:
Active Learning Yields Better Training Data for Scientific Named Entity Recognition. 126-135 - Pierre Andrieu, Bryan Brancotte, Laurent Bulteau, Sarah Cohen-Boulakia, Alain Denise, Adeline Pierrot, Stéphane Vialette:
Reliability-Aware and Graph-Based Approach for Rank Aggregation of Biological Data. 136-145 - Valérie Hayot-Sasson, Tristan Glatard:
Evaluation of Pilot Jobs for Apache Spark Applications on HPC Clusters. 146-155 - Yali Zhao, Athanasios V. Vasilakos, James Bailey, Richard O. Sinnott:
Profit Optimization for Splitting and Sampling Based Resource Management in Big Data Analytics-as-a-Service Platforms in Cloud Computing Environments. 156-167 - Haifa AlQuwaiee, Songlin He, Chase Qishi Wu, Qiang Tang, Xuewen Shen:
On Distributed Information Composition in Big Data Systems. 168-177 - Nicholas L. Hazekamp, Benjamín Tovar, Douglas Thain:
Dynamic Sizing of Continuously Divisible Jobs for Heterogeneous Resources. 178-187 - Michela Taufer, Ewa Deelman, Stephen Thomas, Michael R. Wyatt II, Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Harel Weinstein, Michel A. Cuendet, Trilce Estrada:
Characterizing In Situ and In Transit Analytics of Molecular Dynamics Simulations for Next-Generation Supercomputers. 188-198 - Reinhard Gentz, Sean Peisert, Joshua Boverhof, Daniel Gunter:
SPARCS: Stream-Processing Architecture Applied in Real-Time Cyber-Physical Security. 199-202 - Chreston A. Miller, Christa Miller:
Timing is Everything: Identifying Diverse Interaction Dynamics in Scenario and Non-Scenario Meetings. 203-212 - Junan Guo, Subhasis Dasgupta, Amarnath Gupta:
Multi-model Investigative Exploration of Social Media Data with BOUTIQUE: A Case Study in Public Health. 213-216 - Marine Louarn, Fabrice Chatonnet, Xavier Garnier, Thierry Fest, Anne Siegel, Olivier Dameron:
Increasing Life Science Resources Re-Usability using Semantic Web Technologies. 217-225 - Ugur Çayoglu, Frank Tristram, Jörg Meyer, Jennifer Schröter, Tobias Kerzenmacher, Peter Braesicke, Achim Streit:
Data Encoding in Lossless Prediction-Based Compression Algorithms. 226-234 - Rosa Filgueira, Mariona Coll Ardanuy, Giovanni Colavizza, James Hetherington, Melissa Terras, Michael Jackson, Anna Roubícková, Amrey Krause, Ruth Ahnert, Tessa Hauswedell, Julianne Nyhan, David Beavan, Timothy Hobson:
defoe: A Spark-Based Toolbox for Analysing Digital Historical Textual Data. 235-242 - Susanne Benz, Hogeun Park, Jiaxin Li, Daniel Crawl, Jessica Block, Mai H. Nguyen, Ilkay Altintas:
Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery. 243-251 - Chen Wang, Luigi Marini, Chieh-Li Chin, Nickolas Vance, Curtis Donelson, Pascal Meunier, Joseph T. Yun:
Social Media Intelligence and Learning Environment: an Open Source Framework for Social Media Data Collection, Analysis and Curation. 252-261 - Joaquin Chung, Zhengchun Liu, Rajkumar Kettimuthu, Ian T. Foster:
Toward an Elastic Data Transfer Infrastructure. 262-265 - Matthew Wolf, Julien Dominski, Gabriele Merlo, Jong Choi, Greg Eisenhauer, Stéphane Ethier, Kevin A. Huck, Scott Klasky, Jeremy Logan, Allen D. Malony, Chad Wood:
Scalable Performance Awareness for In Situ Scientific Applications. 266-276 - Andreas Petzold, Ari Asmi, Alex Vermeulen, Gelsomina Pappalardo, Daniele Bailo, Dick Schaap, Helen M. Glaves, Ulrich Bundke, Zhiming Zhao:
ENVRI-FAIR - Interoperable Environmental FAIR Data and Services for Society, Innovation and Research. 277-280 - Karan Vahi, Michael Zink, Mats Rynge, George Papadimitriou, Duncan A. Brown, Rajiv Mayani, Rafael Ferreira da Silva, Ewa Deelman, Anirban Mandal, Eric Lyons:
Custom Execution Environments with Containers in Pegasus-Enabled Scientific Workflows. 281-290 - Andrew Youngdahl, Dai Hai Ton That, Tanu Malik:
SciInc: A Container Runtime for Incremental Recomputation. 291-300 - Jason Leigh, Krishna Bharadwaj, Arthur Nishimoto, Lance Long, Jason Haga, John Burns, Francis Cristobal, Jared H. McLean, Roberto Pelayo, Mahdi Belcaid, Dylan Kobayashi, Nurit Kirshenbaum, Troy Wooton, Alberto Gonzalez, Luc Renambot, Andrew E. Johnson, Maxine D. Brown, Andrew Burks:
Usage Patterns of Wideband Display Environments In e-Science Research, Development and Training. 301-310 - Malcolm P. Atkinson, Rosa Filgueira, Iraklis A. Klampanos, Antonis Koukourikos, Amrey Krause, Federica Magnoni, Christian Pagé, Andreas Rietbrock, Alessandro Spinuso:
Comprehensible Control for Researchers and Developers Facing Data Challenges. 311-320 - Robert Muth, Kerstin Eisenhut, Jochen Rabe, Florian Tschorsch:
BBBlockchain: Blockchain-Based Participation in Urban Development. 321-330 - Yoshiki Takahashi, Masato Asahara, Kazuyuki Shudo:
A Framework for Model Search Across Multiple Machine Learning Implementations. 331-338 - Wiktor Piotrowski, Timoleon Kipouros, P. John Clarkson:
Enhanced Interactive Parallel Coordinates using Machine Learning and Uncertainty Propagation for Engineering Design. 339-348 - Daniel Garijo, Maximiliano Osorio, Deborah Khider, Varun Ratnakar, Yolanda Gil:
OKG-Soft: An Open Knowledge Graph with Machine Readable Scientific Software Metadata. 349-358 - Renan Souza, Marta Mattoso, Leonardo Azevedo, Raphael Thiago, Elton F. de Souza Soares, Marcelo Nery dos Santos, Marco A. S. Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez:
Efficient Runtime Capture of Multiworkflow Data Using Provenance. 359-368 - Ravi Shankar, Nayani T. Ilangakoon, Aaron Orenstein, Floriana Ciaglia, Nancy F. Glenn, Catherine Olschanowsky:
AdaptLidarTools: A Full-Waveform Lidar Processing Suite. 369-377 - Illyoung Choi, Jude C. Nelson, Larry L. Peterson, John H. Hartman:
SDM: A Scientific Dataset Delivery Platform. 378-387 - Dmitry Chirkin, Juan Carlos Díaz-Vélez, Claudio Kopper, Alexander R. Olivas, Benedikt Riedel, Martin Rongen, David Schultz, Jakob van Santen:
Photon Propagation using GPUs by the IceCube Neutrino Observatory. 388-393 - Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta:
Simulating Data Access Profiles of Computational Jobs in Data Grids. 394-402 - Giuliano Taffoni, Manolis Katevenis, Renato Panchieri, Gino Perna, Luca Tornatore, David Goz, Antonio Ragagnin, Sara Bertocco, Igor Coretti, Manolis Marazakis, Fabien Chaix, Manolis Ploumidis:
Towards Exascale: Measuring the Energy Footprint of Astrophysics HPC Simulations. 403-412 - Erwin Laure, Olivia Eriksson, Erik Lindahl, Dan S. Henningson:
The Future of Swedish e-Science: SeRC 2.0. 413-420 - Shantenu Jha, Geoffrey C. Fox:
Understanding ML Driven HPC: Applications and Infrastructure. 421-427 - Beth Plale:
Transparency by Design in eScience Research. 428-431 - Kyle Chard, Ian T. Foster:
Serverless Science for Simple, Scalable, and Shareable Scholarship. 432-438 - Geoffrey C. Fox, Shantenu Jha:
Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations. 439-448 - Ewa Deelman, Ryan Mitchell, Loïc Pottier, Mats Rynge, Erik Scott, Karan Vahi, Marina Kogan, Jasmine Mann, Tom Gulbransen, Daniel Allen, David Barlow, Anirban Mandal, Santiago Bonarrigo, Chris Clark, Leslie Goldman, Tristan Goulden, Phil Harvey, David Hulsander, Steve Jacobs, Christine Laney, Ivan Lobo-Padilla, Jeremy Sampson, Valerio Pascucci, John Staarmann, Steve Stone, Susan Sons, Jane Wyngaard, Charles Vardeman, Steve Petruzza, Ilya Baldin, Laura Christopherson:
Cyberinfrastructure Center of Excellence Pilot: Connecting Large Facilities Cyberinfrastructure. 449-457 - Dennis Gannon:
The Research Assistant and AI in eScience. 458-462 - Sebastian Colutto, Philip Kahle, Günter Hackl, Günter Mühlberger:
Transkribus. A Platform for Automated Text Recognition and Searching of Historical Documents. 463-466 - Hanno Spreeuw, Souley Madougou, Ronald van Haren, Berend Weel, Adam Belloum, Jason Maassen:
Unlocking the LOFAR LTA. 467-470 - Florian Berberich, Janina Liebmann, Jean-Philippe Nominé, Oriol Pineda, Philippe Segers, Veronica Teodor:
European HPC Landscape. 471-478 - Martin Bobák, Balázs Somosköi, Mara Graziani, Matti Heikkurinen, Maximilian Höb, Jan Schmidt, Ladislav Hluchý, Adam Belloum, Reginald Cushing, Jan Meizner, Piotr Nowakowski, Viet D. Tran, Ondrej Habala, Jason Maassen:
Reference Exascale Architecture. 479-487 - Philipp Gschwandtner, Herbert Jordan, Peter Thoman, Thomas Fahringer:
The AllScale API. 488-497 - Philipp Neumann, Joachim Biercamp:
ESiWACE: On European Infrastructure Efforts for Weather and Climate Modeling at Exascale. 498-501 - Timothy M. McPhillips, Craig Willis, Michael R. Gryk, Santiago Núñez Corrales, Bertram Ludäscher:
Reproducibility by Other Means: Transparent Research Objects. 502-509 - Katrina Fenlon:
Interactivity, Distributed Workflows, and Thick Provenance: A Review of Challenges Confronting Digital Humanities Research Objects. 510-513 - Kyle Chard, Thomas Thelen, Matthew J. Turk, Craig Willis, Niall Gaffney, Matthew B. Jones, Kacper Kowalik, Bertram Ludäscher, Timothy M. McPhillips, Jarek Nabrzyski, Victoria Stodden, Ian J. Taylor:
Application of BagIt-Serialized Research Object Bundles for Packaging and Re-Execution of Computational Analyses. 514-521 - Imran Asif, Jessica Chen-Burger, Alasdair J. G. Gray:
Data Quality Issues in Current Nanopublications. 522-527 - Denny Vrandecic:
Describing Datasets in Wikidata. 528-529 - Mark A. Musen:
Making Data FAIR Requires More than Just Principles: We Need Knowledge Technologies. 530-532 - Ibrahim Burak Özyurt, Jeffrey S. Grethe:
Iterative Document Retrieval via Deep Learning Approaches for Biomedical Question Answering. 533-538 - Maria Stoica, Scott D. Peckham:
Incorporating New Concepts Into the Scientific Variables Ontology. 539-540 - Tomasz Wiktorski, Yuri Demchenko, Oleg Chertov:
Data Science Model Curriculum Implementation for Various Types of Big Data Infrastructure Courses. 541-547 - Yuri Demchenko, Zhiming Zhao, Jayachander Surbiryala, Spiros Koulouzis, Zeshun Shi, Xiaofeng Liao, Jelena Gordiyenko:
Teaching DevOps and Cloud Based Software Engineering in University Curricula. 548-552 - Yuri Demchenko, Tomasz Wiktorski, Juan Jose Cuadrado-Gallego, Steve Brewer:
EDISON Data Science Framework (EDSF) Extension to Address Transversal Skills Required by Emerging Industry 4.0 Transformation. 553-559 - Alessandro Spinuso, Malcolm P. Atkinson, Federica Magnoni:
Active Provenance for Data-Intensive Workflows: Engaging Users and Developers. 560-569 - Sara Shakeri, Valentina Maccatrozzo, Lourens E. Veen, Rena Bakhshi, Leon Gommans, Cees de Laat, Paola Grosso:
Modeling and Matching Digital Data Marketplace Policies. 570-577 - Iraklis A. Klampanos, Federica Magnoni, Emanuele Casarotti, Christian Pagé, Mike Lindner, Andreas Ikonomopoulos, Vangelis Karkaletsis, Athanasios Davvetas, André Gemünd, Malcolm P. Atkinson, Antonios Koukourikos, Rosa Filgueira, Amrey Krause, Alessandro Spinuso, Angelos Charalambidis:
DARE: A Reflective Platform Designed to Enable Agile Data-Driven Research on the Cloud. 578-585 - Christian Pagé, Wim Som de Cerff, Maarten Plieger, Alessandro Spinuso, Xavier Pivan:
Ease Access to Climate Simulations for Researchers: IS-ENES Climate4Impact. 586-587 - Shiladitya Dutta, Pooja Kowshik, Adarsh Ambati, Sathvik Nori, S. Koby Taswell, Carl Taswell:
Managing Scientific Literature with Software from the PORTAL-DOORS Project. 588-593 - Rui Zhao, Malcolm P. Atkinson:
Towards a Computer-Interpretable Actionable Formal Model to Encode Data Governance Rules. 594-603 - Reginald Cushing, Onno Valkering, Adam Belloum, Cees de Laat:
Towards a New Paradigm for Programming Scientific Workflows. 604-608 - Rafael Ferreira da Silva, Henri Casanova, Ryan Tanaka, Frédéric Suter:
Bridging Concepts and Practice in eScience via Simulation-Driven Engineering. 609-614 - Chao Jiang, David Ojika, Bhavesh Patel, Ann Gordon-Ross, Herman Lam:
Accelerating Scientific Discovery with SCAIGATE Science Gateway. 615-616 - Edward Moynihan, Jennifer M. Schopf, Jason Zurawski:
The Engagement and Performance Operations Center: EPOC. 617-618 - Subhasis Dasgupta, Aditya Bagchi, Amarnath Gupta:
Streaming Graph Ingestion with Resource-Aware Buffering and Graph Compression. 619-620 - Prakashan Korambath, Haresh Malkani, Jim Davis:
Streaming Workflows on Edge Devices to Process Sensor Data on a Smart Manufacturing Platform. 621-622 - Christian Pagé, Wim Som de Cerff, Maarten Plieger, Alessandro Spinuso, Xavier Pivan:
Enabling Transparent Access to Heterogeneous Architectures for IS-ENES Climate4Impact using the DARE Platform. 623-626 - Jiue-An Yang, Jiayi Wang, Supun Nakandala, Arun Kumar, Marta M. Jankowska:
Predicting Eating Events in Free Living Individuals. 627-629 - Rokas Maciulaitis, Tibor Simko, Paul R. Brenner, Scott Hampton, Michael D. Hildreth, Kenyi Paolo Hurtado Anampa, Irena Johnson, Cody Kankel, Jan Okraska, Diego Rodriguez:
Support for HTCondor high-Throughput Computing Workflows in the REANA Reusable Analysis Platform. 630-631 - Cas Fahrenfort, Zhiming Zhao:
Effective Digital Object Access and Sharing Over a Networked Environment using DOIP and NDN. 632-633 - Elias el Khaldi Ahanach, Spiros Koulouzis, Zhiming Zhao:
Contextual Linking between Workflow Provenance and System Performance Logs. 634-635 - Sandeep Puthanveetil Satheesan, Alan B. Craig, Yu Zhang:
A Historical Big Data Analysis to Understand the Social Construction of Juvenile Delinquency in the United States. 636-637 - Reinhard Gentz, Héctor García Martín, Edward Baidoo, Sean Peisert:
Workflow Automation in Liquid Chromatography Mass Spectrometry. 638-639 - Shinji Shimojo, Susumu Date:
A Vision Towards Future eScience. 640-641 - David Benham, Sandra Gesing:
HUBzero© Goes OneSciencePlace: The Next Community-Driven Steps for Providing Software-as-a-Service. 642-643 - Stephanie Labou, Ho Jung Yoo, David Minor, Ilkay Altintas:
Sharing and Archiving Data Science Course Projects to Support Pedagogy for Future Cohorts. 644-645 - Stephanie Labou, Reid Otsuji:
Expanding Library Resources for Data and Compute-Intensive Education and Research. 646-647 - Jiue-An Yang, Jiayi Wang, Supun Nakandala, Arun Kumar, Marta M. Jankowska:
Predicting Eating Events in Free Living Individuals. 648-649 - Saba Amiri, Sara Salimzadeh, Adam S. Z. Belloum:
A Survey of Scalable Deep Learning Frameworks. 650-651 - Sofiane Bendoukha, Tobias Weigel, Sandro Fiore, Donatello Elia:
Enabling Server-Based Computing and FAIR Data Sharing with the ENES Climate Analytics Service. 651-653
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