| Active learning for decision-making from imbalanced observational data I Sundin, P Schulam, E Siivola, A Vehtari, S Saria, S Kaski International conference on machine learning, 6046-6055, 2019 | 35 | 2019 |
| Surface-tension driven self-assembly of microchips on hydrophobic receptor sites with water using forced wetting B Chang, A Shah, I Routa, H Lipsanen, Q Zhou Applied Physics Letters 101 (11), 2012 | 32 | 2012 |
| Low-height sharp edged patterns for capillary self-alignment assisted hybrid microassembly B Chang, A Shah, I Routa, H Lipsanen, Q Zhou Journal of Micro-Bio Robotics 9, 1-10, 2014 | 28 | 2014 |
| Human-in-the-loop assisted de novo molecular design I Sundin, A Voronov, H Xiao, K Papadopoulos, EJ Bjerrum, M Heinonen, ... Journal of Cheminformatics 14 (1), 86, 2022 | 26 | 2022 |
| Self-alignment of RFID dies on four-pad patterns with water droplet for sparse self-assembly B Chang, I Routa, V Sariola, Q Zhou Journal of Micromechanics and Microengineering 21 (9), 095024, 2011 | 24 | 2011 |
| Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge I Sundin, T Peltola, L Micallef, H Afrabandpey, M Soare, ... Bioinformatics 34 (13), i395-i403, 2018 | 23 | 2018 |
| Interactive elicitation of knowledge on feature relevance improves predictions in small data sets L Micallef, I Sundin, P Marttinen, M Ammad-Ud-Din, T Peltola, M Soare, ... Proceedings of the 22nd International Conference on Intelligent User …, 2017 | 23 | 2017 |
| Surface tension-driven self-alignment of microchips on low-precision receptors I Routa, B Chang, A Shah, Q Zhou Journal of microelectromechanical systems 23 (4), 819-828, 2013 | 23 | 2013 |
| Muhammad Ammad-ud din, Tomi Peltola, Marta Soare, Giulio Jacucci, and Samuel Kaski. Interactive elicitation of knowledge on feature relevance improves predictions in small data … L Micallef, I Sundin, P Marttinen Proceedings of the 22nd International Conference on Intelligent User …, 2017 | 8 | 2017 |
| Targeted active learning for bayesian decision-making L Filstroff, I Sundin, P Mikkola, A Tiulpin, J Kylmäoja, S Kaski arXiv preprint arXiv:2106.04193, 2021 | 5 | 2021 |
| Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation I Sundin, T Peltola, MM Majumder, P Daee, M Soare, H Afrabandpey, ... arXiv preprint arXiv:1705.03290, 2017 | 3 | 2017 |
| Microsystem integration using hybrid microassembly Q Zhou, V Liimatainen, I Routa Proceedings of the 5th Electronics System-integration Technology Conference …, 2014 | 3 | 2014 |
| High-accuracy positioning of microchips on patterns with jagged edges using hybrid microassembly B Chang, V Liimatainen, I Routa, Q Zhou 2012 IEEE International Conference on Mechatronics and Automation, 807-812, 2012 | 3 | 2012 |
| Using counterfactual queries to improve models for decision-support I Sundin, P Schulam, E Siivola, A Vehtari, S Saria, S Kaski ICML/IJCAI/AAMAS Workshop on Machine Learning for Causal Inference …, 2018 | 2 | 2018 |
| Interactive Knowledge Elicitation for Decision-Support Models in Precision Medicine I Sundin Aalto University, 2023 | | 2023 |
| Interactive user intent modeling for eliciting priors of a normal linear model I Sundin, L Micallef, P Marttinen, M Ammad-Ud-Din, T Peltola, M Soare, ... Future of Interactive Learning Machines, 2016 | | 2016 |
| Hybrid Microassembly in Environmental Scanning Electron Microscope Using Robotic Manipulator and Adhesives V Liimatainen, A Virta, I Routa, Q Zhou Micronano System Workshop (MSW 2014), 2014 | | 2014 |
| Mikrosirun pisara-avusteinen itsekohdistuminen monimutkaisiin kohdistuskuvioihin, mallinnus hybridimikrokokoonpanoa varten I Routa | | 2013 |
| The journey that has led to this dissertation has been one of personal and intellectual maturing. This would not have been possible without the presence and support of many … TT Vuong, C He, M Spapé, L Micallef, T Ruotsalo, K Pfeuffer, H Abbas, ... | | |
| Supplementary Material of Active Learning for Decision-Making from Imbalanced Observational Data I Sundin, P Schulam, E Siivola, A Vehtari, S Saria, S Kaski | | |
