Towards Refined Classifications Driven by SHAP Explanations
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2022 |
Arslan, Yusuf |
An Empirical Analysis of Synthetic-Data-Based Anomaly Detection
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2022 |
Llugiqi, Majlinda |
Comparing Machine Learning Correlations to Domain Experts’ Causal Knowledge: Employee Turnover Use Case
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2022 |
Meddeb, Eya |
Approximation of SHAP Values for Randomized Tree Ensembles
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2022 |
Loecher, Markus |
Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine Learning
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2022 |
Cabitza, Federico |
Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models’ Calibration
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2022 |
Cabitza, Federico |
Debiasing MDI Feature Importance and SHAP Values in Tree Ensembles
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2022 |
Loecher, Markus |
The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior Gap
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2022 |
Rössler, Eva |
Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations
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2022 |
Hoenigsberger, Ferdinand |
The ROC Diagonal is Not Layperson’s Chance: A New Baseline Shows the Useful Area
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2022 |
Carrington, André M. |
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation
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2022 |
Pedroso, Tomas Cabezon |
Identifying Fraud Rings Using Domain Aware Weighted Community Detection
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2022 |
Masihullah, Shaik |
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments
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2022 |
Andres, Alain |
Towards Generating Financial Reports from Tabular Data Using Transformers .
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2022 |
Chapman, Clayton Leroy |
Classification of Screenshot Image Captured in Online Meeting System
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2022 |
Kuribayashi, Minoru |
How to Reduce the Time Necessary for Evaluation of Tree-Based Models
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2022 |
Anderkovd, Viera |
SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients
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2022 |
Babič, František |
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
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2022 |
Ede, Sami |
Effects of Fairness and Explanation on Trust in Ethical AI
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2022 |
Angerschmid, Alessa |
Semantic Causal Abstraction for Event Prediction
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2022 |
Strelnikoff, Sasha |