Software AG
Industry / private company
Location:
Darmstadt,
Germany (DE)
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines (2024)
Abdelaal M, Yayak AB, Klede K, Schöning H
Conference contribution, Original article
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks (2024)
Nguyen H, Clement T, Nguyen L, Kemmerzell N, Truong B, Nguyen K, Abdelaal M, Cao H
Conference contribution
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction (2024)
Clement T, Nguyen Truong Thanh H, Kemmerzell N, Abdelaal M, Stjelja D
Conference contribution
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction (2023)
Clement T, Kemmerzell N, Nguyen Truong Thanh H, Abdelaal M, Stjelja D
Conference contribution, Conference Contribution
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process (2023)
Clement T, Kemmerzell N, Abdelaal M, Amberg M
Journal article, Review article