Jaakko Hollmen
Senior University Lecturer
Senior University Lecturer
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Phone number
+358503260110
Honors and awards
Best paper finalist and runner-up award, Computer Track
The first IEEE Life Sciences Conference (LSC), best paper finalist and runner up award for the Computer track for the paper "Prediction of major complications affecting very low birth weight infants" by Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, Krista Rantakari and Sture Andersson
Award or honor granted for a specific work
Professorship Rousu Juho
Dec 2017
Research groups
- Computer Science Lecturers, Senior University Lecturer
- Lecturer Hollmen Jaakko group, Senior University Lecturer
- Professorship Rousu Juho, Senior University Lecturer
- Helsinki Institute for Information Technology (HIIT), Senior University Lecturer
Publications
A Bayesian Optimization Approach for Calibrating Large-Scale Activity-Based Transport Models
Serio Agriesti, Vladimir Kuzmanovski, Jaakko Hollmen, Claudio Roncoli, bat-hen nahmias-biran
2023
Semi-parametric Approach to Random Forests for High-Dimensional Bayesian Optimisation
Vladimir Kuzmanovski, Jaakko Hollmén
2022
Discovery Science - 25th International Conference, DS 2022, Proceedings
Principal Component Analysis Visualizations in State Discovery by Animating Exploration Results
Miki Sirola, Olli Pekka Rinta-Koski, Le Ngu Nguyen, Jaakko Hollmen
2022
Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022
Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation Models
Vladimir Kuzmanovski, Jaakko Hollmen
2021
Advances in Intelligent Data Analysis XIX - 19th International Symposium on Intelligent Data Analysis, IDA 2021, Proceedings
Early oxygen levels contribute to brain injury in extremely preterm infants
Krista Rantakari, Olli Pekka Rinta-Koski, Marjo Metsäranta, Jaakko Hollmén, Simo Särkkä, Petri Rahkonen, Aulikki Lano, Leena Lauronen, Päivi Nevalainen, Markus J. Leskinen, Sture Andersson
2021
State Discovery and Prediction from Multivariate Sensor Data
Olli Pekka Rinta-Koski, Miki Sirola, Le Ngu Nguyen, Jaakko Hollmén
2021
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Revised Selected Papers
Machine Learning Methods for Neonatal Mortality and Morbidity Classification
Joel Jaskari, Janne Myllarinen, Markus Leskinen, Ali Bahrami Rad, Jaakko Hollmén, Sture Andersson, Simo Sarkka
2020
Clustering Diagnostic Profiles of Patients
Jaakko Hollmén, Panagiotis Papapetrou
2019
Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019, Proceedings
Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production in Finland
Vladimir Kuzmanovski, Mika Sulkava, Taru Palosuo, Jaakko Hollmén
2019
Discovery Science 22nd International Conference, DS 2019, Proceedings
Exploring epistaxis as an adverse effect of anti-thrombotic drugs and outdoor temperature
Jaakko Hollmén, Henrik Boström, Lars Asker, Isak Karlsson, Panagiotis Papapetrou, Birgitta Norstedt Wikner, Inger Ohman
2018
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, PETRA 2018