e-Science

Publications

2023

Kate Keahey, Nick Feamster, Guilherme Martins, Mark Powers, Marc Richardson, Alexis Schrubbe, Michael Sherman
Discovery Testbed: An Observational Instrument for Broadband Research. e-Science (2023)
Ehsan Saeedizade, Roya Taheri, Engin Arslan
I/O Burst Prediction for HPC Clusters Using Darshan Logs. e-Science (2023)
Gregor von Laszewski, Jacques Phillipe Fleischer, Geoffrey C. Fox, Juri Papay, Sam Jackson, Jeyan Thiyagalingam
Templated Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh, Applied to the Deep Learning MLCommons Cloudmask Application. e-Science (2023)
Mirjam Raffaela Bayer, Sören Dethlefsen, Tabea Fry, Peer Kröger
Enhancing AIS Vessel Trajectories via Trip Detection. e-Science (2023)
Kedi Cao, Nourhan Elfaramawy, Matthias Weidlich, Birte Kehr
From Program Chains to Exploratory Workflows: PopinSnake for Genomic Insertion Detection. e-Science (2023)
Frédéric Suter
Accelerating the Design of Scientific Workflows with Simulation-Based Rapid Prototyping. e-Science (2023)
Christina-Athanasia I. Alexandropoulou, Ilias E. Panagiotopoulos, Styliani Kleanthous, George Dimitrakopoulos, Ioannis Constantinou, Eleni 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. e-Science (2023)
David De Roure, Pip Willcox
e-Science: The Long View. e-Science (2023)
Naeem Ullah, Ivanoe De Falco, Giovanna Sannino
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images. e-Science (2023)
David Banyasz, Sebastian Hofstätter, Allan Hanbury
Search in Archival Facsimile Documents for Digital History. e-Science (2023)
Tanu Malik
Reproducible eScience: The Data Containerization Challenge. e-Science (2023)
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. e-Science (2023)
Chronis Kontomaris, Yuandou Wang, Zhiming Zhao
CWL-FLOps: A Novel Method for Federated Learning Operations at Scale. e-Science (2023)
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. e-Science (2023)
Kamil Jarosz, Dawid Debowski, Radoslaw Szuma, Lukasz Opiola, Lukasz Dutka, Renata G. Slota, Jacek Kitowski
Achieving Decentralized Authority for Collaborative Data Sharing with Consensus. e-Science (2023)
Anh Duc Vu, Jan Arne Sparka, Ninon De Mecquenem, Timo Kehrer, Ulf Leser, Lars Grunske
Contract-Driven Design of Scientific Data Analysis Workflows. e-Science (2023)
Steffen Strohm, Hartwig Buenning, Matthias Renz
Implementing a FAIR Information System for Archaeology-Related Interdisciplinary Research. e-Science (2023)
Ana Carvalho, David Magalhaes Oliveira, Alberto Krone-Martins, Antonio da Silva
Symbolic Regression Applied to Cosmology: An Approximate Expression for the Density Perturbation Variance. e-Science (2023)
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. e-Science (2023)
Alok Kamatar, Mansi Sakarvadia, Valérie Hayot-Sasson, Kyle Chard, Ian T. Foster
Lazy Python Dependency Management in Large-Scale Systems. e-Science (2023)
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. e-Science (2023)
Augustus Ellerm, Mark Gahegan, Benjamin Adams
LivePublication: The Science Workflow Creates and Updates the Publication. e-Science (2023)
Anees Al-Najjar, Nageswara S. V. Rao, Craig Bridges, Sheng Dai
Normality of I-V Measurements Using ML. e-Science (2023)
Deekshitha, Siamak Farshidi, Jason Maassen, Rena Bakhshi, Rob van Nieuwpoort, Slinger Jansen
FAIRSECO: An Extensible Framework for Impact Measurement of Research Software. e-Science (2023)
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. e-Science (2023)
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. e-Science (2023)
Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus
Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events. e-Science (2023)
Johan Hidding
Entangled, a Bidirectional System for Sustainable Literate Programming. e-Science (2023)
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. e-Science (2023)
Paul Watson, Barry Hodgson
From eScience to Impact on the Economy and Society. e-Science (2023)
Rujula Yete, Shweta Purawat, Ismael Pérez, Daniel Crawl, Ilkay Altintas
Automating the Evaluation of Datasets for FAIR and CARE Principles. e-Science (2023)
Keshav Kaushik, Vinayak Naik
OCSRL: An Model-Based Reinforcement Learning Approach to Optimize Energy Consumption of Cooling Systems. e-Science (2023)
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. e-Science (2023)
Zihao Li, Rosa Filgueira
Mapping the Repository Landscape: Harnessing Similarity with RepoSim and RepoSnipy. e-Science (2023)
Andreas Marek, Markus Rampp, Klaus Reuter, Erwin Laure
Beyond the Fourth Paradigm - the Rise of AI. e-Science (2023)
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. e-Science (2023)
Zuo Huang, Richard O. Sinnott, Krista A. Ehinger
Truck Speed Detection Through Video Streams. e-Science (2023)
Ehsan Saeedizade, Bing Zhang, Engin Arslan
Demystifying the Performance of Data Transfers in High-Performance Research Networks. e-Science (2023)
Daniel Roten, Lucas 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. e-Science (2023)
Carina Heßeling, Jörg Keller, Sebastian Litzinger
Reversible Network Covert Channel by Payload Modulation in Streams of Decimal Sensor Values. e-Science (2023)
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. e-Science (2023)
Dante D. Sánchez-Gallegos, Diana Carrizales-Espinoza, José Luis González Compeán, Jesús Carretero
eScience Serverless Data Storage Services in the Edge-Fog-Cloud Continuum. e-Science (2023)
Heribert Pascual, Xavier Masip-Bruin, Albert Alonso, Isabel Blanco
Analyzing Distinct Neural Network Models for Oxygen Saturation Prediction Towards a Personalized COPD Management. e-Science (2023)
Dario Guidotti, Laura Pandolfo, Luca Pulina
Verifying Neural Networks with SMT: An Experimental Evaluation. e-Science (2023)
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. e-Science (2023)
Robert E. Schuler, Jitin Singla, Brinda Vallat, Kate L. White, Helen M. Berman, Carl Kesselman
Database Evolution, by Scientists, for Scientists: A Case Study. e-Science (2023)
Vincent Scheltjens, Lyse Naomi Wamba Momo, Wouter Verbeke, Bart De Moor
Client Recruitment for Federated Learning in ICU Length of Stay Prediction. e-Science (2023)
Anudari Batsaikhan, Stephan Hachinger
A Progressive Web App Template for Citizen Science Projects Involving Spatial Data Collection. e-Science (2023)
Saugata Bose, Guoxin Su
LexiFuse+: A Unified One-Class Solution for Imbalanced Short-Text Classification. e-Science (2023)
Rizbanul Hasan, Shweta Purawat, Catherine Olschanowsky, Ilkay Altintas
Preserving File Provenance Using Principles of Blockchain to Ensure Scientific Reproducibility. e-Science (2023)