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19th eScience 2023: Limassol, Cyprus
- 19th IEEE International Conference on e-Science, e-Science 2023, Limassol, Cyprus, October 9-13, 2023. IEEE 2023, ISBN 979-8-3503-2223-1
- Keshav Kaushik
, Vinayak Naik:
OCSRL: An Model-Based Reinforcement Learning Approach to Optimize Energy Consumption of Cooling Systems. 1-10 - Deekshitha, Siamak Farshidi
, Jason Maassen, Rena Bakhshi
, Rob van Nieuwpoort
, Slinger Jansen
:
FAIRSECO: An Extensible Framework for Impact Measurement of Research Software. 1-10 - Rizbanul Hasan, Shweta Purawat, Catherine Olschanowsky, Ilkay Altintas:
Preserving File Provenance Using Principles of Blockchain to Ensure Scientific Reproducibility. 1-7 - Hugo Hiden, Paul Watson:
Mobilise-D: Experiences of Processing Large Medical Data Sets Using Cloud Computing Resources. 1-2 - Chronis Kontomaris, Yuandou Wang, Zhiming Zhao:
CWL-FLOps: A Novel Method for Federated Learning Operations at Scale. 1-2 - André Santanchè
, Heitor Soares Mattosinho, Marcos Felipe de Menezes Mota, Fagner Leal Pantoja, Gabriel De Freitas Leite, Ana Claudia Tonelli, Fernando Salvetti Valente
, Juliana De Castro Solano Martins, Sandro F. Queirós
, Tiago de Araujo Guerra Grangeia, Marco Antonio de Carvalho-Filho:
Virtual Patient Platform and Data Space for Sharing, Learning, Discussing, and Researching. 1-10 - João Araújo Castelo Branco, Bruno Torres Marques, Lívia Almada Cruz, Regis Pires Magalhães, José Antônio Fernandes de Macêdo:
Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review. 1-6 - David De Roure, Pip Willcox:
e-Science: The Long View. 1-4 - Qian Gong
, Chengzhu Zhang, Xin Liang, Viktor Reshniak, Jieyang Chen, Anand Rangarajan
, Sanjay Ranka, Nicolas Vidal, Lipeng Wan, Paul Ullrich, Norbert Podhorszki
, Robert Jacob, Scott Klasky:
Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation - A Case Study on Simulation Data with Extreme Climate Events Analysis. 1-10 - Muhammad Adnan, Luk Knapen
, Wim Ectors, Lien Aerts:
Enhancing Learning About Climate Change Issues Among Secondary School Students with Citizen Science Tools. 1-8 - Lilin Yu
, Ash Charlton
, Wilfrid Askins, Melissa Terras, Rosa Filgueira:
frances: Cloud-Based Historical Text Mining with Deep Learning and Parallel Processing. 1-10 - Nina Hosseini-Kivanani, Elena Salobrar-García
, Lorena Elvira-Hurtado, Inés López-Cuenca, Rosa de Hoz, José M. Ramírez, Pedro Gil, Mario Salas, Christoph Schommer, Luis A. Leiva:
Better Together: Combining Different Handwriting Input Sources Improves Dementia Screening. 1-7 - Veronica Vidal
, Carlos Carrillo
, Ana Cortés, Alba Badia, Gara Villalba
:
Automatic Green Land-Use Generator for Urban Areas. 1-2 - Tyler J. Skluzacek, Kyle Chard, Ian T. Foster:
Can Automated Metadata Extraction Make Scientific Data More Navigable? 1-10 - Jennifer Faj
, Ivy Peng, Jacob Wahlgren, Stefano Markidis:
Quantum Computer Simulations at Warp Speed: Assessing the Impact of GPU Acceleration: A Case Study with IBM Qiskit Aer, Nvidia Thrust & cuQuantum. 1-10 - Mattia Fortunati
, Antonella Galizia
:
Pollution Runner: a Serious Game to Promote Awareness Towards Air Pollution. 1-8 - Adam Craig
, Anousha Athreya
, Carl Taswell
:
Example Evaluations of Plagiarism Cases Using FAIR Metrics and the PDP-DREAM Ontology. 1-2 - Bogdan Nicolae, Tanzima Z. Islam, Robert B. Ross, Huub J. J. Van Dam
, Kevin Assogba
, Polina Shpilker, Mikhail Titov, Matteo Turilli, Tianle Wang, Ozgur O. Kilic
, Shantenu Jha, Line C. Pouchard:
Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP. 1-7 - David Sweeney, Alberto Krone-Martins
, Peter Tuthill, Richard Scalzo
:
Semi-Supervising an Anomalous Universe. 1-2 - Daniel S. Katz
, Simon Hettrick
:
Research Software Engineering in 2030. 1-2 - Antonio Celesti, Giovanna Sannino, Mario A. Bochicchio, Maria Fazio, Massimo Villari, Fabrizio Celesti, Mirjam Bonanno, Rocco Salvatore Calabrò:
The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology. 1-7 - Johan Hidding
:
Entangled, a Bidirectional System for Sustainable Literate Programming. 1-9 - Sweety Mohanty, Daniyal Kazempour, Lavinia Patara, Peer Kröger:
Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering. 1-10 - Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson
, Maxim A. Ziatdinov, Rafael Ferreira da Silva:
Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability. 1-10 - David Abramson
, Luc Betbeder-Matibet
, Stephen Bird, Jake Carroll
, Rhys S. Francis
, Wojtek Goscinski, Ai-Lin Soo, Garry Swan, Carmel Walsh, Glenn R. Wightwick, J. Max Wilkinson:
Why We Need a Reference Architecture for Research Data. 1-4 - David Banyasz, Sebastian Hofstätter, Allan Hanbury:
Search in Archival Facsimile Documents for Digital History. 1-10 - Sachith Withana
, Beth Plale
:
CKN: An Edge AI Distributed Framework. 1-10 - George A. Papadopoulos, Rafael Ferreira da Silva, Rosa Filgueira:
Message from the IEEE eScience 2023 Conference Leadership eScience 2023. 1-2 - Frank Elberzhager, Patrick Mennig, Yanick Behrendt-Henn:
Informing on Climate-Friendly Novel Mobility Measures: Development of the Serious Game "MiniLautern" and Analysis of Player Feedback. 1-8 - Justin M. Wozniak, Rajeev Jain, Andreas Wilke, Rylie Weaver, Alexander Partin
, Thomas S. Brettin, Rick Stevens:
An Automation Framework for Comparison of Cancer Response Models Across Configurations. 1-10 - Andrew Grote, Eric Lyons, Komal Thareja, George Papadimitriou
, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
:
FlyPaw: Optimized Route Planning for Scientific UAVMissions. 1-10 - Tanu Malik:
Reproducible eScience: The Data Containerization Challenge. 1-5 - Neo Chen, Alberto Krone-Martins
:
Scalable Infrastructure for Galaxy Image Analysis: I. Measuring Position Angles with Radon Transforms. 1-2 - Romain Égelé
, Isabelle Guyon, Venkatram Vishwanath, Prasanna Balaprakash:
Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization. 1-10 - Steffen Strohm
, Hartwig Buenning, Matthias Renz
:
Implementing a FAIR Information System for Archaeology-Related Interdisciplinary Research. 1-2 - Ivannia Gomez Moreno
, Isaac Nealey, Daniel Roten, Mai H. Nguyen, Daniel Crawl, Kate O'Laughlin, Melissa Floca
, Scott Pokswinski, Ilkay Altintas:
Visualization and Labeling of Terrestrial LiDAR Data for Three-Dimensional Fuel Classification. 1-2 - Zilinghan Li, Shilan He, Pranshu Chaturvedi, Trung-Hieu Hoang, Minseok Ryu, Eliu A. Huerta, Volodymyr V. Kindratenko, Jordan D. Fuhrman, Maryellen L. Giger, Ryan Chard, Kibaek Kim, Ravi K. Madduri:
APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service. 1-4 - Christopher Williams, Rosa Filgueira:
RepoGraph: A Novel Semantic Code Exploration Tool for Python Repositories Based on Knowledge Graphs and Deep Learning. 1-10 - Heribert Pascual, Xavier Masip-Bruin, Albert Alonso, Isabel Blanco:
Analyzing Distinct Neural Network Models for Oxygen Saturation Prediction Towards a Personalized COPD Management. 1-8 - Vasileios Christou
, Yuandou Wang, Zhiming Zhao:
Towards a Knowledge Graph Enhanced Automation and Collaboration Framework for Digital Twins. 1-2 - Kate Keahey, Jason Anderson, Mark Powers, Adam Cooper:
Three Pillars of Practical Reproducibility. 1-6 - Frédéric Suter
, Rafael Ferreira da Silva, Ana Gainaru
, Scott Klasky
:
Driving Next-Generation Workflows from the Data Plane. 1-10 - Jinghua Xu, Natalia Minakova, Pablo Ortega Sanchez, Stefan Riezler:
Early Prediction of Sepsis Using Time Series Forecasting. 1-9 - Frédéric Suter:
Accelerating the Design of Scientific Workflows with Simulation-Based Rapid Prototyping. 1-2 - Augustus Ellerm, Mark Gahegan, Benjamin Adams:
LivePublication: The Science Workflow Creates and Updates the Publication. 1-10 - Na Li, Yangjun Zhang, Zhiming Zhao:
A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks. 1-10 - Christina-Athanasia I. Alexandropoulou, Ilias E. Panagiotopoulos, Styliani Kleanthous, George Dimitrakopoulos, Ioannis Constantinou, Elena Politi, Dimitrios Ntalaperas, Xanthi S. Papageorgiou, Charithea Stylianides
, Nikos Ioannides, Lakis Palazis, Constantinos S. Pattichis, Andreas S. Panayides:
AI-Enabled Solutions, Explainability and Ethical Concerns for Predicting Sepsis in ICUs: A Systematic Review. 1-9 - Yi Ju
, Mingshuai Li, Adalberto Perez, Laura Bellentani, Niclas Jansson, Stefano Markidis, Philipp Schlatter, Erwin Laure:
In-Situ Techniques on GPU-Accelerated Data-Intensive Applications. 1-10 - Ciro Giuseppe De Vita
, Gennaro Mellone
, Dante D. Sánchez-Gallegos
, Giuseppe Coviello, Diego Romano
, Marco Lapegna
, Angelo Ciaramella
:
Citizen Science for the Sea with Information Technologies: An Open Platform for Gathering Marine Data and Marine Litter Detection from Leisure Boat Instruments. 1-9 - Swapna Thorve, Aparna Kishore, Dustin Machi, S. S. Ravi, Madhav V. Marathe:
A Network Synthesis and Analytics Pipeline with Applications to Sustainable Energy in Smart Grid. 1-10 - Anh Duc Vu
, Jan Arne Sparka
, Ninon De Mecquenem
, Timo Kehrer
, Ulf Leser
, Lars Grunske
:
Design by Contract Revisited in the Context of Scientific Data Analysis Workflows. 1-2 - Ilkay Altintas:
From Workflows to Teamflows in eScience: Integrating Collaborative Science, AI, and Computing for Impact at Scale. 1-2 - Ehsan Saeedizade, Roya Taheri, Engin Arslan
:
I/O Burst Prediction for HPC Clusters Using Darshan Logs. 1-10 - Robert E. Schuler
, Jitin Singla, Brinda Vallat, Kate L. White, Helen M. Berman, Carl Kesselman:
Database Evolution, by Scientists, for Scientists: A Case Study. 1-10 - Zihao Li, Rosa Filgueira:
Mapping the Repository Landscape: Harnessing Similarity with RepoSim and RepoSnipy. 1-10 - Michael Rovatsos, Rosa Filgueira:
Building Lightweight Semantic Search Engines. 1-10 - Kate Keahey, Nick Feamster, Guilherme Martins, Mark Powers, Marc Richardson, Alexis Schrubbe, Michael Sherman:
Discovery Testbed: An Observational Instrument for Broadband Research. 1-4 - Dario Guidotti, Laura Pandolfo, Luca Pulina:
Verifying Neural Networks with SMT: An Experimental Evaluation. 1-2 - Cezar Anicai, Muhammad Zeeshan Shakir
:
Federated Learning and Genetic Mutation for Multi-Resident Activity Recognition. 1-6 - Anees Al-Najjar, Nageswara S. V. Rao, Craig Bridges, Sheng Dai:
Normality of I-V Measurements Using ML. 1-2 - Dante D. Sánchez-Gallegos, Diana Carrizales-Espinoza, José Luis González Compeán, Jesús Carretero:
eScience Serverless Data Storage Services in the Edge-Fog-Cloud Continuum. 1-4 - Miguel Conceição, Alberto Krone-Martins
, Antonio da Silva
:
Emulating Hydrodynamics from Dark Matter 3D Density Fields. 1-2 - Paul Watson
, Barry Hodgson:
From eScience to Impact on the Economy and Society. 1-3 - Mirjam Raffaela Bayer, Sören Dethlefsen, Tabea Fry, Peer Kröger:
Enhancing AIS Vessel Trajectories via Trip Detection. 1-2 - Ana Carvalho
, David Magalhaes Oliveira
, Alberto Krone-Martins
, Antonio da Silva
:
Symbolic Regression Applied to Cosmology: An Approximate Expression for the Density Perturbation Variance. 1-2 - Dario Guidotti, Laura Pandolfo, Luca Pulina:
Detection of Component Degradation: A Study on Autoencoder-Based Approaches. 1-2 - Harshita Sahni, Hector Carrillo-Cabada, Ekaterina D. Kots, Silvina Caíno-Lores, Jack Marquez
, Ewa Deelman, Michel A. Cuendet
, Harel Weinstein, Michela Taufer, Trilce Estrada
:
Online Boosted Gaussian Learners for In-Situ Detection and Characterization of Protein Folding States in Molecular Dynamics Simulations. 1-10 - Saugata Bose, Guoxin Su:
LexiFuse+: A Unified One-Class Solution for Imbalanced Short-Text Classification. 1-2 - Rujula Yete, Shweta Purawat, Ismael Pérez, Daniel Crawl, Ilkay Altintas:
Automating the Evaluation of Datasets for FAIR and CARE Principles. 1-2 - Anh Duc Vu
, Jan Arne Sparka
, Ninon De Mecquenem
, Timo Kehrer
, Ulf Leser
, Lars Grunske
:
Contract-Driven Design of Scientific Data Analysis Workflows. 1-10 - Andreas Marek, Markus Rampp, Klaus Reuter
, Erwin Laure:
Beyond the Fourth Paradigm - the Rise of AI. 1-4 - Irakli O. Chitaia, Roland Sh. Omanadze, Mikheil Rukhaia:
Project Presentation: Recursive Functions and Engineering Probabilistic Ontologies. 1-2 - Kamil Jarosz
, Dawid Debowski, Radoslaw Szuma, Lukasz Opiola
, Lukasz Dutka
, Renata G. Slota
, Jacek Kitowski
:
Achieving Decentralized Authority for Collaborative Data Sharing with Consensus. 1-10 - Aniket Tekawade, Viktor V. Nikitin, Yashas Satapathy, Zhengchun Liu, Xuan Zhang, Peter Kenesei, Weijian Zheng, Francesco De Carlo, Ian T. Foster, Rajkumar Kettimuthu:
Tomo2Mesh: Fast Porosity Mapping and Visualization for Synchrotron Tomography. 1-10 - Vincent Scheltjens
, Lyse Naomi Wamba Momo, Wouter Verbeke
, Bart De Moor:
Client Recruitment for Federated Learning in ICU Length of Stay Prediction. 1-9 - Naeem Ullah, Ivanoe De Falco, Giovanna Sannino:
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images. 1-10 - Alok Kamatar, Mansi Sakarvadia, Valérie Hayot-Sasson, Kyle Chard, Ian T. Foster:
Lazy Python Dependency Management in Large-Scale Systems. 1-10 - Mihael Hategan-Marandiuc
, André Merzky, Nicholson T. Collier, Ketan Maheshwari, Jonathan Ozik, Matteo Turilli, Andreas Wilke, Justin M. Wozniak, Kyle Chard, Ian T. Foster, Rafael Ferreira da Silva, Shantenu Jha, Daniel E. Laney:
PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs. 1-10 - Ewa Deelman
:
How is Artificial Intelligence Changing Science? 1-4 - Carl Kesselman
, Robert Schuler
, Ian T. Foster
:
Let's Put the Science in eScience. 1-3 - Daniel Roten, Lucas A. Wells, Daniel Crawl, Russell Parsons, Anthony Marcozzi, Rodman R. Linn, John Kevin Hiers, Ilkay Altintas:
TrueTrees: A Scalable Workflow for the Integration of Airborne LiDAR Scanning Data into Fuel Models for Prescribed Fire Simulations. 1-10 - Kedi Cao, Nourhan Elfaramawy, Matthias Weidlich, Birte Kehr:
From Program Chains to Exploratory Workflows: PopinSnake for Genomic Insertion Detection. 1-7 - Anudari Batsaikhan
, Stephan Hachinger:
A Progressive Web App Template for Citizen Science Projects Involving Spatial Data Collection. 1-6 - Yuhan Gu, Richard O. Sinnott:
Real-Time Vehicle Passenger Detection Through Deep Learning. 1-10 - Christian Pagé
, Anne Durif
:
A Digital Twin for Climate Extremes Using Artificial Intelligence. 1-2 - Moritz Staudinger
, Tobias Hajszan, Tomasz Miksa, Irene Himmelbauer, Daniel Aberer, Andreas Rauber, Wouter Dorigo:
Reproducible Query Processing and Data Citation of in Situ Soil Moisture Data. 1-10 - Manish Parashar, Ilkay Altintas:
Toward Democratizing Access to Science Data: Introducing the National Data Platform. 1-4 - Yuta Namiki, Takeo Hosomi, Hideyuki Tanushi, Akihiro Yamashita, Susumu Date:
A Method for Constructing Research Data Provenance in High-Performance Computing Systems. 1-10 - Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong
, Jieyang Chen, Choong-Seock Chang, Scott Klasky, Anand Rangarajan
, Sanjay Ranka:
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest. 1-10 - Stanly Wilson
, Kwabena Adu-Duodu, Yinhao Li, Ringo W. H. Sham, Yingli Wang
, Ellis Solaiman, Charith Perera, Rajiv Ranjan, Omer F. Rana
:
Tracking Material Reuse across Construction Supply Chains. 1-4 - Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus:
Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events. 1-10 - Ehsan Saeedizade, Bing Zhang, Engin Arslan
:
Demystifying the Performance of Data Transfers in High-Performance Research Networks. 1-11 - Ítalo Sousa de Sena
, Chiara Cocco
, Vojtech Bruza
, Pierre Lenicolais, Saul Crowley
, Francesco Pilla
:
EbAcraft: Engaging Local Communities in Learning About Ecosystem-Based Adaptation for Coastal Cities in Europe. 1-9 - Gregor von Laszewski
, Jacques Phillipe Fleischer, Geoffrey C. Fox
, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam:
Templated Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh, Applied to the Deep Learning MLCommons Cloudmask Application. 1-6 - Zuo Huang, Richard O. Sinnott, Krista A. Ehinger:
Truck Speed Detection Through Video Streams. 1-10 - Mariantonietta La Marra, Diederik Blanson Henkemans, Jessica Titocci, Spiros Koulouzis
, Ilaria Rosati
, Zhiming Zhao:
Integrating R in a Distributed Scientific Workflow via a Jupyter-Based Environment. 1-2 - Carina Heßeling, Jörg Keller, Sebastian Litzinger:
Reversible Network Covert Channel by Payload Modulation in Streams of Decimal Sensor Values. 1-8 - Grazia Veronica Aiosa
, Maurizio Palesi
, Francesca Sapuppo
, Maria Gabriella Xibilia
:
Explainable AI-Based Clinical Decision Support System for Obesity Comorbidity Analysis. 1-6 - Scott Perkey, Ana Carvalho
, Alberto Krone-Martins
:
Using Fourier Coefficients and Wasserstein Distances to Estimate Entropy in Time Series. 1-2 - Beth Plale
, Sadia Khan, Alfonso Morales:
Democratization of AI: Challenges of AI Cyberinfrastructure and Software Research. 1-3

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