Machine Learning and Knowledge Extraction 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23–26, 2022, Proceedings
This book constitutes the refereed proceedings of the 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, held in Vienna, Austria during August 2022. The 23 full papers presented were carefully reviewed and selected from 45 submissions. The papers are c...
Other Authors: | , , , |
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Format: | eBook |
Language: | English |
Published: |
Cham
Springer International Publishing
2022, 2022
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Edition: | 1st ed. 2022 |
Series: | Lecture Notes in Computer Science
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Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Explain to Not Forget: Defending Catastrophic Forgetting with XAI
- Approximation of SHAP values for Randomized Tree Ensembles
- Color shadows (part I): exploratory usability evaluation of activation maps in radiological machine learning
- Effects of Fairness and Explanation on Trust in Ethical AI
- Towards Refined Classifications driven by SHAP explanations
- Global Intepretable Calibration Index, a New Metric to Estimate Machine Learning Models' Calibration
- The ROC Diagonal is not Layperson’s Chance: a New Baseline Shows the Useful Area
- Debiasing MDI Feature Importance and SHAP values in Tree Ensembles
- The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior Gap
- Identifying Fraud Rings Using Domain Aware Weighted Community Detection
- Capabilities, limitations and challenges of style transfer with CycleGANs: a study on automatic ring design generation
- Semantic Causal Abstraction for Event Prediction
- An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments
- Towards Generating Financial Reports From Tabular Data Using Transformers
- Evaluating the performance of SOBEK text mining keyword extraction algorithm
- Classification of Screenshot Image Captured in Online Meeting System
- A survey on the application of virtual reality in event-related potential research
- Visualizing Large Collections of URLs Using the Hilbert Curve
- How to Reduce the Time Necessary for Evaluation of Tree-based Models
- An Empirical Analysis of and Guidelines for Synthetic-Data-based Anomaly Detection
- SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients
- Comparing machine learning correlations to domain experts’ causal knowledge: Employee turnover use case
- Machine learning and knowledge extraction to support work safety for smart forest operations