Design of surrogate models in civil engineering by neural networks | 2024 Publication type A4 Conference proceedings Author(s) Drahý Vojtěch, Mařík Radek, Kälviäinen Heikki Other Focus Area Business and society - Sustainable renewal of business, industry and society Applied Mathematics Numerical Analysis Civil and Structural Engineering Computer Vision and Pattern Recognition Materials Science LUT School of Engineering Sciences
NNAWA: A Granular Nearest Neighbor Imputation Technique Based on Alpha-Weighted Average | 2024 Publication type A4 Conference proceedings Author(s) Luukka Pasi, Stoklasa Jan, Mailagaha Kumbure Mahinda Business and society - Sustainable renewal of business, industry and society Information Systems and Management Applied Mathematics Computer Science Applications Information Systems LUT Business School
Practical possibilistic fuzzy pay-off method for real option valuation | 2024 Publication type A1 Journal article (refereed), original research Author(s) Stoklasa Jan, Collan Mikael, Luukka Pasi Business and society - Sustainable renewal of business, industry and society Applied Mathematics Finance LUT Business School
Multi-Window Autoformer for Dynamic Systems Modelling | 2024 Publication type A4 Conference proceedings Author(s) Vanegas Arias Sergio Mauricio, Lensu Lasse, Ruiz Palacios Fredy Orlando Other Focus Area Artificial Intelligence Applied Mathematics Computer Science Applications Signal Processing LUT School of Engineering Sciences
Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems | 2020 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Tikhonov regularization with oversmoothing penalty for linear statistical inverse learning problems | 2019 Publication type A4 Conference proceedings Author(s) Rastogi Abhishake Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Optimal Rates for the Regularized Learning Algorithms under General Source Condition | 2017 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Sampath Sivananthan Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Multi-task learning via linear functional strategy | 2017 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Sampath Sivananthan Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Multi-penalty regularization in learning theory | 2016 Publication type A1 Journal article (refereed), original research Author(s) Abhishake, Sivananthan S. Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
