Thorsteinn Rognvaldsson
Högskolan i Halmstad
H-index: 28
Europe-Sweden
Top articles of Thorsteinn Rognvaldsson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Advances and challenges in meta-learning: A technical review | Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rognvaldsson KC Santosh | 2024/1/24 | |
Improving Concordance Index in Regression-based Survival Analysis: Discovery of Loss Function for Neural Networks | Mohammed Ghaith Altarabichi Abdallah Alabdallah Sepideh Pashami Mattias Ohlsson Thorsteinn Rögnvaldsson | 2024 | |
Personalized Federated Learning with Contextual Modulation and Meta-Learning | Anna Vettoruzzo Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson | 2024 | |
Meta-learning for efficient unsupervised domain adaptation | Neurocomputing | Anna Vettoruzzo Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson | 2024/3/14 |
Multimodal meta-learning through meta-learned task representations | Neural Computing and Applications | Anna Vettoruzzo Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson | 2024/2/23 |
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models | Artificial Intelligence in Medicine | Abdallah Alabdallah Mattias Ohlsson Sepideh Pashami Thorsteinn Rögnvaldsson | 2024/2/1 |
Material handling machine activity recognition by context ensemble with gated recurrent units | Engineering Applications of Artificial Intelligence | Kunru Chen Thorsteinn Rögnvaldsson Sławomir Nowaczyk Sepideh Pashami Jonas Klang | 2023/11/1 |
A Framework for Evaluating Synthetic Electronic Health Records | Emmanuella Budu Amira Soliman Kobra Etminani Thorsteinn Rögnvaldsson | 2023/5/1 | |
Predicting vehicle behavior using multi-task ensemble learning | Expert systems with applications | Reza Khoshkangini Peyman Mashhadi Daniel Tegnered Jens Lundström Thorsteinn Rögnvaldsson | 2023/2/1 |
Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural Networks | Hamid Sarmadi Thorsteinn Rögnvaldsson Nils Roger Carlsson Mattias Ohlsson Ibrahim Wahab | 2023/10/9 | |
How AI ‘sees’ the world–what happened when we trained a deep learning model to identify poverty | The Conversation | Ola Hall Hamid Sarmadi Thorsteinn Rognvaldsson | 2023 |
Bridging the Gap: A Comparative Analysis of Regressive Remaining Useful Life Prediction and Survival Analysis Methods for Predictive Maintenance | PHM Society Asia-Pacific Conference | Mahmoud Rahat Zahra Kharazian Peyman Sheikholharam Mashhadi Thorsteinn Rögnvaldsson Shamik Choudhury | 2023/9/4 |
Understanding Survival Models through Counterfactual Explanations | Abdallah Alabdallah Jakub Jakubowski Sepideh Pashami Szymon Bobek Mattias Ohlsson | 2023 | |
Evaluation of Multi-Modal Learning for Predicting Coolant Pump Failures in Heavy Duty Vehicles | PHM Society Asia-Pacific Conference | Yuantao Fan Amine Atoui Slawomir Nowaczyk Thorsteinn Rognvaldsson | 2023/9/4 |
Toward Solving Domain Adaptation with Limited Source Labeled Data | Kunru Chen Thorsteinn Rögnvaldsson Sławomir Nowaczyk Sepideh Pashami Jonas Klang | 2023/12/4 | |
Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data | Abdallah Alabdallah Thorsteinn Rognvaldsson Yuantao Fan Sepideh Pashami Mattias Ohlsson | 2023 | |
Meta-learning from multimodal task distributions using multiple sets of meta-parameters | Anna Vettoruzzo Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson | 2023/6/18 | |
Optimal Task Grouping Approach in Multitask Learning | Reza Khoshkangini Mohsen Tajgardan Peyman Mashhadi Thorsteinn Rögnvaldsson Daniel Tegnered | 2023/11/14 | |
Practical joint human-machine exploration of industrial time series using the matrix profile | Data mining and knowledge discovery | Felix Nilsson Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson | 2023/1 |
Semi-supervised learning for forklift activity recognition from controller area network (CAN) signals | Sensors | Kunru Chen Thorsteinn Rögnvaldsson Sławomir Nowaczyk Sepideh Pashami Emilia Johansson | 2022/5/30 |
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