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03/27/2023
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences
Data privacy and ownership are significant in social data science, raisi...
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03/15/2023
Enhancing Data Space Semantic Interoperability through Machine Learning: a Visionary Perspective
Our vision paper outlines a plan to improve the future of semantic inter...
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02/09/2023
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer
Structured and unstructured data and facts about drugs, genes, protein, ...
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12/25/2022
Explainable AI for Bioinformatics: Methods, Tools, and Applications
Artificial intelligence(AI) systems based on deep neural networks (DNNs)...
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10/18/2021
Towards General Deep Leakage in Federated Learning
Unlike traditional central training, federated learning (FL) improves th...
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09/10/2020
Biases in Data Science Lifecycle
In recent years, data science has become an indispensable part of our so...
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04/09/2020
DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images
Amid the coronavirus disease(COVID-19) pandemic, humanity experiences a ...
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09/09/2019
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
The discovery of important biomarkers is a significant step towards unde...
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08/04/2019
