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Papapetrou, Panagiotis
156  Ergebnisse:
Online X
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1

Glacier: guided locally constrained counterfactual explanat..:

Wang, Zhendong ; Samsten, Isak ; Miliou, Ioanna..
Machine Learning.  113 (2024)  7 - p. 4639-4669 , 2024
Link: https://doi.org/10.1007/..
 
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2

Advances in Intelligent Data Analysis XXII: 22nd Internatio.. 

Lecture Notes in Computer Science, 14642
Miliou, Ioanna ; Piatkowski, Nico ; Papapetrou, Panagiotis - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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3

M-ClustEHR: A multimodal clustering approach for electronic..:

Bampa, Maria ; Miliou, Ioanna ; Jovanovic, Braslav.
Artificial Intelligence in Medicine.  154 (2024)  - p. 102905 , 2024
Link: https://doi.org/10.1016/..
 
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4

Advances in Intelligent Data Analysis XXII: 22nd Internatio.. 

Lecture Notes in Computer Science, 14641
Miliou, Ioanna ; Piatkowski, Nico ; Papapetrou, Panagiotis - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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5

Artificial intelligence in digital twins—A systematic liter..:

Kreuzer, Tim ; Papapetrou, Panagiotis ; Zdravkovic, Jelena
Data & Knowledge Engineering.  151 (2024)  - p. 102304 , 2024
Link: https://doi.org/10.1016/..
 
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6

Personalized Feature Importance Ranking for Affect Recognit..:

Quintero, Luis ; Fors, Uno ; Papapetrou, Panagiotis
IEEE Transactions on Games.  , 2024
Link: https://doi.org/10.1109/..
 
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7

Ijuice: integer JUstIfied counterfactual explanations:

Kuratomi, Alejandro ; Miliou, Ioanna ; Lee, Zed..
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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8

Embedding Human Values into Artificial Intelligence (AI):

Greenstein, Stanley ; Papapetrou, Panagiotis ; Mochaourab, Rami
De Lege.  , 2023
Link: https://doi.org/10.33063..
 
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9

Explaining Black Box Reinforcement Learning Agents Through ..:

, In: Advances in Intelligent Data Analysis XXI; Lecture Notes in Computer Science,
Movin, Maria ; Junior, Guilherme Dinis ; Hollmén, Jaakko. - p. 314-326 , 2023
Link: https://doi.org/10.1007/..
 
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10

Finding Local Groupings of Time Series:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Lee, Zed ; Trincavelli, Marco ; Papapetrou, Panagiotis - p. 70-86 , 2023
Link: https://doi.org/10.1007/..
 
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11

Conditioned Fully Convolutional Denoising Autoencoder for E..:

, In: IFIP Advances in Information and Communication Technology; Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops,
García, Diego ; Pérez, Daniel ; Papapetrou, Panagiotis... - p. 421-433 , 2023
Link: https://doi.org/10.1007/..
 
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12

A Workflow for Generating Patient Counterfactuals in Lung T..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Rugolon, Franco ; Bampa, Maria ; Papapetrou, Panagiotis - p. 291-306 , 2023
Link: https://doi.org/10.1007/..
 
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13

Demonstrator on Counterfactual Explanations for Differentia..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Mochaourab, Rami ; Sinha, Sugandh ; Greenstein, Stanley. - p. 662-666 , 2023
Link: https://doi.org/10.1007/..
 
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14

Counterfactual Explanations for Time Series Forecasting:

, In: 2023 IEEE International Conference on Data Mining (ICDM),
Wang, Zhendong ; Miliou, Ioanna ; Samsten, Isak. - p. 1391-1396 , 2023
Link: https://doi.org/10.1109/..
 
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15

Enterprise Modeling for Machine Learning: Case-Based Analys..:

, In: Lecture Notes in Business Information Processing; Research Challenges in Information Science: Information Science and the Connected World,
Bork, Dominik ; Papapetrou, Panagiotis ; Zdravkovic, Jelena - p. 518-525 , 2023
Link: https://doi.org/10.1007/..
 
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