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Cited By
Model Based Explanations of Concept Drift
Neurocomputing (Neurocomputing), 2023
16 March 2023
Fabian Hinder
Valerie Vaquet
Johannes Brinkrolf
Barbara Hammer
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Papers citing
"Model Based Explanations of Concept Drift"
15 / 15 papers shown
QML-HCS: A Hypercausal Quantum Machine Learning Framework for Non-Stationary Environments
Hector E Mozo
134
0
0
18 Nov 2025
Explaining Concept Drift through the Evolution of Group Counterfactuals
Ignacy Stepka
Jerzy Stefanowski
211
0
0
11 Sep 2025
Causal Explanation of Concept Drift -- A Truly Actionable Approach
David Komnick
Kathrin Lammers
Barbara Hammer
Valerie Vaquet
Fabian Hinder
298
0
0
31 Jul 2025
Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier Systems
IEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2025
Hiroki Shiraishi
Yohei Hayamizu
Tomonori Hashiyama
K. Takadama
Hisao Ishibuchi
Masaya Nakata
257
3
0
04 Jun 2025
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation
Sebastian Basterrech
313
0
0
05 Oct 2024
Spurious Correlations in Concept Drift: Can Explanatory Interaction Help?
Cristiana Lalletti
Stefano Teso
312
2
0
23 Jul 2024
Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time
Salvatore Greco
Bartolomeo Vacchetti
D. Apiletti
Tania Cerquitelli
350
26
0
24 Jun 2024
Concept Drift Visualization of SVM with Shifting Window
H. Gâlmeanu
Razvan Andonie
AI4TS
102
3
0
19 Jun 2024
Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison
Kensuke Mitsuzawa
Motonobu Kanagawa
Stefano Bortoli
Margherita Grossi
Paolo Papotti
308
4
0
02 Nov 2023
Localizing Anomalies in Critical Infrastructure using Model-Based Drift Explanations
Valerie Vaquet
Fabian Hinder
Jonas Vaquet
Kathrin Lammers
Lars Quakernack
Barbara Hammer
191
4
0
24 Oct 2023
One or Two Things We know about Concept Drift -- A Survey on Monitoring Evolving Environments
Fabian Hinder
Valerie Vaquet
Barbara Hammer
258
18
0
24 Oct 2023
Dynamic Interpretability for Model Comparison via Decision Rules
Adam Rida
Marie-Jeanne Lesot
Junsheng Wang
Liyan Zhang
179
2
0
29 Sep 2023
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios
Maximilian Muschalik
Fabian Fumagalli
Rohit Jagtani
Barbara Hammer
Eyke Hüllermeier
265
14
0
13 Jun 2023
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
Maximilian Muschalik
Fabian Fumagalli
Barbara Hammer
Eyke Hüllermeier
325
6
0
02 Mar 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
2.7K
21,148
0
16 Feb 2016
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