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07/15/2023
Explainable AI with counterfactual paths
Explainable AI (XAI) is an increasingly important area of research in ma...
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02/25/2023
HADES: Homologous Automated Document Exploration and Summarization
This paper introduces HADES, a novel tool for automatic comparative docu...
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08/23/2022
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Machine and deep learning survival models demonstrate similar or even im...
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05/12/2021
Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts
The relevance of the Key Information Extraction (KIE) task is increasing...
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04/14/2021
Enabling Machine Learning Algorithms for Credit Scoring – Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models
Rapid development of advanced modelling techniques gives an opportunity ...
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09/24/2020
Landscape of R packages for eXplainable Artificial Intelligence
The growing availability of data and computing power fuels the developme...
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05/01/2020
The Grammar of Interactive Explanatory Model Analysis
When analysing a complex system, very often an answer for one question r...
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03/04/2020
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
State-of-the-art solutions for Natural Language Processing (NLP) are abl...
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07/09/2019
Model Development Process
Predictive modeling has an increasing number of applications in various ...
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03/27/2019
