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R¨ognvaldsson, Thorsteinn
107  results:
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1

The Concordance Index decomposition: A measure for a deeper..:

Alabdallah, Abdallah ; Ohlsson, Mattias ; Pashami, Sepideh.
Artificial Intelligence in Medicine.  148 (2024)  - p. 102781 , 2024
Link: https://doi.org/10.1016/..
 
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2

Understanding Survival Models Through Counterfactual Explan..:

, In: Computational Science – ICCS 2024; Lecture Notes in Computer Science,
Alabdallah, Abdallah ; Jakubowski, Jakub ; Pashami, Sepideh... - p. 310-324 , 2024
Link: https://doi.org/10.1007/..
 
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3

Meta-learning for efficient unsupervised domain adaptation:

Vettoruzzo, Anna ; Bouguelia, Mohamed-Rafik ; Rögnvaldsson, Thorsteinn
Neurocomputing.  574 (2024)  - p. 127264 , 2024
Link: https://doi.org/10.1016/..
 
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4

Advances and Challenges in Meta-Learning: A Technical Revie:

Vettoruzzo, Anna ; Bouguelia, Mohamed-Rafik ; Vanschoren, Joaquin..
IEEE Transactions on Pattern Analysis and Machine Intelligence.  46 (2024)  7 - p. 4763-4779 , 2024
Link: https://doi.org/10.1109/..
 
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5

Multimodal meta-learning through meta-learned task represen..:

Vettoruzzo, Anna ; Bouguelia, Mohamed-Rafik ; Rögnvaldsson, Thorsteinn
Neural Computing and Applications.  36 (2024)  15 - p. 8519-8529 , 2024
Link: https://doi.org/10.1007/..
 
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6

Optimal Task Grouping Approach in Multitask Learning:

, In: Neural Information Processing; Lecture Notes in Computer Science,
Khoshkangini, Reza ; Tajgardan, Mohsen ; Mashhadi, Peyman.. - p. 206-225 , 2023
Link: https://doi.org/10.1007/..
 
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7

Meta-Learning from Multimodal Task Distributions Using Mult..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Vettoruzzo, Anna ; Bouguelia, Mohamed-Rafik ; Rognvaldsson, Thorsteinn - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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8

Evaluation of Multi-Modal Learning forPredicting Coolant Pu..:

Fan, Yuantao ; Atoui, Amine ; Nowaczyk, Slawomir.
PHM Society Asia-Pacific Conference.  4 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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9

Towards Explaining Satellite Based Poverty Predictions with..:

, In: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA),
Sarmadi, Hamid ; Rognvaldsson, Thorsteinn ; Carlsson, Nils Roger... - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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10

Material handling machine activity recognition by context e..:

Chen, Kunru ; Rögnvaldsson, Thorsteinn ; Nowaczyk, Sławomir...
Engineering Applications of Artificial Intelligence.  126 (2023)  - p. 106992 , 2023
Link: https://doi.org/10.1016/..
 
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11

Toward Solving Domain Adaptation with Limited Source Labele..:

, In: 2023 IEEE International Conference on Data Mining Workshops (ICDMW),
Chen, Kunru ; Rognvaldsson, Thorsteinn ; Nowaczyk, Slawomir... - p. 1240-1246 , 2023
Link: https://doi.org/10.1109/..
 
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12

Bridging the Gap: A Comparative Analysis of Regressive Rema..:

Rahat, Mahmoud ; Kharazian, Zahra ; Sheikholharam Mashhadi, Peyman..
PHM Society Asia-Pacific Conference.  4 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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13

Discovering Premature Replacements in Predictive Maintenanc..:

Abdallah, Abdallah ; Rognvaldsson, Thorsteinn ; Fan, Yuantao..
PHM Society Asia-Pacific Conference.  4 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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14

Predicting Vehicle Behavior Using Multi-task Ensemble Learn..:

Khoshkangini, Reza ; Mashhadi, Peyman ; Tegnered, Daniel..
Expert Systems with Applications.  212 (2023)  - p. 118716 , 2023
Link: https://doi.org/10.1016/..
 
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15

Domain Adaptation in Predicting Turbocharger Failures Using..:

Rahat, Mahmoud ; Mashhadi, Peyman Sheikholharam ; Nowaczyk, Sławomir...
PHM Society European Conference.  7 (2022)  1 - p. 432-439 , 2022
Link: https://doi.org/10.36001..
 
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