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Lindgren, Tony
50  Ergebnisse:
Personensuche X
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1

Ijuice: integer JUstIfied counterfactual explanations:

Kuratomi, Alejandro ; Miliou, Ioanna ; Lee, Zed..
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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2

Robust Contrastive Learning and Multi-shot Voting for High-..:

, In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM),
Sun, Kaiji ; Magnusson, Sindri ; Steinert, Olof. - p. 53-60 , 2023
Link: https://doi.org/10.1109/..
 
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3

Automotive fault nowcasting with machine learning and natur..:

Pavlopoulos, John ; Romell, Alv ; Curman, Jacob...
Machine Learning.  113 (2023)  2 - p. 843-861 , 2023
Link: https://doi.org/10.1007/..
 
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4

AID4HAI: Automatic Idea Detection for Healthcare-Associated..:

, In: Advances in Intelligent Data Analysis XXI; Lecture Notes in Computer Science,
Kharazian, Zahra ; Rahat, Mahmoud ; Gama, Fábio... - p. 195-207 , 2023
Link: https://doi.org/10.1007/..
 
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5

Z-Time: efficient and effective interpretable multivariate ..:

Lee, Zed ; Lindgren, Tony ; Papapetrou, Panagiotis
Data Mining and Knowledge Discovery.  38 (2023)  1 - p. 206-236 , 2023
Link: https://doi.org/10.1007/..
 
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6

Measuring the Burden of (Un)fairness Using Counterfactuals:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Kuratomi, Alejandro ; Pitoura, Evaggelia ; Papapetrou, Panagiotis.. - p. 402-417 , 2023
Link: https://doi.org/10.1007/..
 
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7

ORANGE: Opposite-label soRting for tANGent Explanations in ..:

, In: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA),
Kuratomi, Alejandro ; Lee, Zed ; Miliou, Ioanna.. - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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8

Low dimensional synthetic data generation for improving dat..:

, In: 2022 IEEE International Conference on Prognostics and Health Management (ICPHM),
Lindgren, Tony ; Steinert, Olof - p. 173-182 , 2022
Link: https://doi.org/10.1109/..
 
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9

Weibull recurrent neural networks for failure prognosis usi..:

Dhada, Maharshi ; Parlikad, Ajith Kumar ; Steinert, Olof.
Neural Computing and Applications.  35 (2022)  4 - p. 3011-3024 , 2022
Link: https://doi.org/10.1007/..
 
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10

JUICE: JUstIfied Counterfactual Explanations:

, In: Discovery Science; Lecture Notes in Computer Science,
Kuratomi, Alejandro ; Miliou, Ioanna ; Lee, Zed.. - p. 493-508 , 2022
Link: https://doi.org/10.1007/..
 
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11

Z-Hist: A Temporal Abstraction of Multivariate Histogram Sn..:

, In: Advances in Intelligent Data Analysis XIX; Lecture Notes in Computer Science,
Lee, Zed ; Anton, Nicholas ; Papapetrou, Panagiotis. - p. 376-388 , 2021
Link: https://doi.org/10.1007/..
 
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12

Prediction of Global Navigation Satellite System Positionin..:

, In: Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track; Lecture Notes in Computer Science,
Kuratomi, Alejandro ; Lindgren, Tony ; Papapetrou, Panagiotis - p. 562-578 , 2021
Link: https://doi.org/10.1007/..
 
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13

Evaluation of Dimensionality Reduction Techniques-Principal..:

, In: Proceedings of 2020 the 6th International Conference on Computing and Data Engineering,
Mammo, Michael ; Lindgren, Tony - p. 75-79 , 2020
Link: https://dl.acm.org/doi/1..
 
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14

Z-Miner: An Efficient Method for Mining Frequent Arrangemen..:

, In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,
Lee, Zed ; Lindgren, Tony ; Papapetrou, Panagiotis - p. 524-534 , 2020
Link: https://dl.acm.org/doi/1..
 
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15

A Methodology for Prognostics Under the Conditions of Limit..:

Ranasinghe, Gishan D. ; Lindgren, Tony ; Girolami, Mark.
IEEE Access.  7 (2019)  - p. 183996-184007 , 2019
Link: https://doi.org/10.1109/..
 
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