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17th eScience 2021: Innsbruck, Austria
- 17th IEEE International Conference on eScience, eScience 2021, Innsbruck, Austria, September 20-23, 2021. IEEE 2021, ISBN 978-1-6654-0361-0
- Imran Asif
, Ilaria Tiddi
Using Nanopublications to Detect and Explain Contradictory Research Claims. 1-10 - Erin Murphy, Alexander Rasin, Jacob Furst, Daniela Raicu, Roselyne Tchoua
Ensemble Labeling towards Scientific Information Extraction (ELSIE) - Blob Extraction. 11-20 - Rosa Filgueira, Claire Grover, Vasilios Karaiskos, Beatrice Alex, Sarah Van Eyndhoven
Extending defoe for the Efficient Analysis of Historical Texts at Scale. 21-29 - Renato Luiz de Freitas Cunha, Lucas Correia Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto:
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds. 30-39 - Krzysztof Burkat, Maciej Pawlik, Bartosz Balis, Maciej Malawski, Karan Vahi, Mats Rynge, Rafael Ferreira da Silva
Serverless Containers - Rising Viable Approach to Scientific Workflows. 40-49 - Mohsen Sichani, Kris Bubendorfer, Richard Arnold:
Traffic, Earthquakes and Evacuations : A Data Driven Multi-disciplinary Simulation Framework. 50-59 - Daniyal Kazempour, Anna Beer
Compound Segmentation via Clustering on Mol2Vec-based Embeddings. 60-69 - Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe:
Analyzing Big Environmental Audio with Frequency Preserving Autoencoders. 70-79 - Jamila Alsayed Kassem, Onno Valkering
EPI Framework: Approach for Traffic Redirection Through Containerised Network Functions. 80-89 - Philipp Gschwandtner
Porting Real-World Applications to GPU Clusters: A Celerity and Cronos Case Study. 90-98 - Bo Feng, Geoffrey C. Fox:
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California. 99-107 - Guang Yang, Thomas Heinis:
Distributed Spatiotemporal Distance Join for Trajectory Data. 108-117 - Roland Mathá, Dragi Kimovski
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instances. 118-127 - Matthew I. Swindall
Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data. 128-137 - Vahid Daneshmand, Adrienne Breef-Pilz, Cayelan C. Carey, Yuqi Jin, Yun-Jung Ku, Kensworth C. Subratie, R. Quinn Thomas, Renato J. O. Figueiredo:
Edge-to-cloud Virtualized Cyberinfrastructure for Near Real-time Water Quality Forecasting in Lakes and Reservoirs. 138-148 - Sara Lafia
Leveraging Machine Learning to Detect Data Curation Activities. 149-158 - Tainã Coleman, Henri Casanova, Rafael Ferreira da Silva
WfChef: Automated Generation of Accurate Scientific Workflow Generators. 159-168 - Richard O. Sinnott, Phillip Law, Jane Pirkis, Lay San Too
Historic Twitter Mining: A Case Study Aiming to Identify and Capture the Social Media Network Activities of People who Died by Suicide. 169-176 - Patrick G. Bridges
SAMPRA: Scalable Analysis, Management, Protection of Research Artifacts. 177-185 - Lanyu Shang
KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme Detection. 186-195 - Feng Li, Ranran Chen, Yuankun Fu
Accelerating complex modeling workflows in CyberWater using on-demand HPC/Cloud resources. 196-205 - Antonio Villarreal, Yadu N. Babuji, Thomas D. Uram, Daniel S. Katz, Kyle Chard
Extreme Scale Survey Simulation with Python Workflows. 206-214 - Tim Shaffer
An Empirical Study of Package Dependencies and Lifetimes in Binder Python Containers. 215-224 - Miguel Conceição
FPCA emulation of cosmological simulations. 225-226 - Igor Sfiligoi, Shava Smallen, Frank Würthwein, Nicole Wolter, David Schultz
Expanding IceCube GPU computing into the Clouds. 227-228 - Igor Sfiligoi, Daniel McDonald, Rob Knight
Enabling microbiome research on personal devices. 229-230 - Erik Tjong Kim Sang, Shihan Wang, Marijn Schraagen, Mehdi Dastani:
Extracting Stances on Pandemic Measures from Social Media Data. 231-232 - David Coster, Shaun De Witt, Iraklis A. Klampanos, Marcin Plóciennik
Towards Making Fusion Data FAIR. 233-234 - Marina V. Yashina, Alexander G. Tatashev, Ivan Kuteynikov
Modeling of interruptions in computer network on control of non-zero minimum of capacity. 235-236 - Maksim Levental, Ryan Chard, Kyle Chard, Ian T. Foster, Gregg A. Wildenberg:
Ultrafast Focus Detection for Automated Microscopy. 237-238 - Igor Sfiligoi, Frank Würthwein, Thomas A. DeFanti, John Graham
HTCondor data movement at 100 Gbps. 239-240 - Shokirbek Shermukhamedov
Neural Network Based Molecular Dynamics Simulations of Sputtering Processes. 241-242 - Zhi Hong, Kyle Chard
Gold Panning: Automatic Extraction of Scientific Information from Publications. 243-244 - Joseph Conquest, Michael Stiber:
Software and Data Provenance as a Basis for eScience Workflow. 245-246 - Michela Taufer
A Roadmap to Robust Science for High-throughput Applications: The Scientists' Perspective. 247-248 - Ross Ketron, Jacob Leonard, Brandan Roachell, Ria Patel
A Case Study in Scientific Reproducibility from the Event Horizon Telescope (EHT). 249-250 - Yadu N. Babuji, Josh Bryan, Ryan Chard, Kyle Chard
Federated Function as a Service for eScience. 251-252 - Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster:
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. 253-254 - Peter Thoman
Optimizing Embedded Industrial Safety Systems Based on Time-of-flight Depth Imaging. 255-256 - Sachith Withana
Towards System for Knowledge Representation of Campaign Experimentation. 257-258 - Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou
Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing. 259-261 - Sam Weekly, Zoey Mertes, Alex Younts:
Rapid Prototype for Shifting HPC to the Cloud. 262-263 - Patrycja Krawczuk, Shubham Nagarkar, Ewa Deelman:
CrisisFlow: Multimodal Representation Learning Workflow for Crisis Computing. 264-266 - Matt Baughman, Ian T. Foster, Kyle Chard
Enhancing Automated FaaS with Cost-aware Provisioning of Cloud Resources. 267-268 - Yolanda Gil, Maximiliano Osorio, Varun Ratnakar
Towards Democratizing Modeling at Scale. 269-270 - Charles J. Gillan, Ciaran Finnegan, Pál Schmitt
Incorporating Artificial Intelligence into the Workflow for Calibrating a Numerical Wavetank. 271-276 - Onno Valkering
Brane: A Framework for Programmable Orchestration of Multi-Site Applications. 277-282 - Maria Luiza Mondelli, Sheeba Samuel
Capturing and Semantically Describing Provenance to Tell the Story of R Scripts. 283-288
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