Artykuły udostępnione publicznie: - Sepideh PashamiWięcej informacji
Niedostępne w żadnym miejscu: 3
Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data
A Karlsson, T Wang, S Nowaczyk, S Pashami, S Asadi
International Symposium on Intelligent Data Analysis, 65-76, 2024
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
Estimation of nonlinear forces acting on floating bodies using machine learning
C Eskilsson, S Pashami, A Holst, J Palm
Advances in the Analysis and Design of Marine Structures, 63-72, 2023
Upoważnienia: Swedish Research Council
Toward Solving Domain Adaptation with Limited Source Labeled Data
K Chen, T Rögnvaldsson, S Nowaczyk, S Pashami, J Klang, G Sternelöv
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1240-1246, 2023
Upoważnienia: Knowledge Foundation, Sweden
Dostępne w jakimś miejscu: 21
AI perspectives in Smart Cities and Communities to enable road vehicle automation and smart traffic control
C Englund, EE Aksoy, F Alonso-Fernandez, MD Cooney, S Pashami, ...
Smart Cities 4 (2), 783-802, 2021
Upoważnienia: Swedish Research Council, Vinnova, Sweden, Knowledge Foundation, Sweden
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models
A Alabdallah, M Ohlsson, S Pashami, T Rögnvaldsson
Artificial Intelligence in Medicine 148, 102781, 2024
Upoważnienia: Knowledge Foundation, Sweden
Multi-domain adaptation for regression under conditional distribution shift
Z Taghiyarrenani, S Nowaczyk, S Pashami, MR Bouguelia
Expert Systems with Applications 224, 119907, 2023
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
Parallel orthogonal deep neural network
PS Mashhadi, S Nowaczyk, S Pashami
Neural Networks 140, 167-183, 2021
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP
A Alabdallah, S Pashami, T Rögnvaldsson, M Ohlsson
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
Upoważnienia: Knowledge Foundation, Sweden
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set
N Davari, S Pashami, B Veloso, S Nowaczyk, Y Fan, PM Pereira, ...
International Symposium on Intelligent Data Analysis, 39-52, 2022
Upoważnienia: Fundação para a Ciência e a Tecnologia, Portugal, Swedish Research Council
Semi-Supervised Learning for Forklift Activity Recognition from Controller Area Network (CAN) Signals
K Chen, T Rögnvaldsson, S Nowaczyk, S Pashami, E Johansson, ...
Sensors 22 (11), 4170, 2022
Upoważnienia: Knowledge Foundation, Sweden
Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses
MG Altarabichi, Y Fan, S Pashami, PS Mashhadi, S Nowaczyk
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
Upoważnienia: Vinnova, Sweden
Analysis of Statistical Data Heterogeneity in Federated Fault Identification
Z Taghiyarrenani, S Nowaczyk, S Pashami
PHM Society Asia-Pacific Conference 4 (1), 2023
Upoważnienia: Vinnova, Sweden
XAI for Predictive Maintenance
J Gama, S Nowaczyk, S Pashami, RP Ribeiro, GJ Nalepa, B Veloso
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
Upoważnienia: Fundação para a Ciência e a Tecnologia, Portugal, Swedish Research Council …
Why Industry 5.0 Needs XAI 2.0?
S Bobek, S Nowaczyk, J Gama, S Pashami, RP Ribeiro, Z Taghiyarrenani, ...
Upoważnienia: Swedish Research Council, Narodowe Centrum Nauki
COCLUBERT: Clustering Machine Learning Source Code
M Hägglund, FJ Peña, S Pashami, A Al-Shishtawy, AH Payberah
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
Upoważnienia: European Commission
Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks
MG Altarabichi, A Alabdallah, S Pashami, T Rögnvaldsson, S Nowaczyk, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
Understanding Survival Models Through Counterfactual Explanations
A Alabdallah, J Jakubowski, S Pashami, S Bobek, M Ohlsson, ...
International Conference on Computational Science, 310-324, 2024
Upoważnienia: European Commission, Narodowe Centrum Nauki, Knowledge Foundation, Sweden
Towards Explainable Deep Domain Adaptation
S Bobek, S Nowaczyk, S Pashami, Z Taghiyarrenani, GJ Nalepa
European Conference on Artificial Intelligence, 101-113, 2023
Upoważnienia: Swedish Research Council, Narodowe Centrum Nauki
Towards Geometry-Preserving Domain Adaptation for Fault Identification
Z Taghiyarrenani, S Nowaczyk, S Pashami, MR Bouguelia
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
A Review of Randomness Techniques in Deep Neural Networks
MG Altarabichi, S Nowaczyk, S Pashami, P Sheikholharam Mashhadi, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
Upoważnienia: Vinnova, Sweden, Knowledge Foundation, Sweden
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