Author

Eero Siivola

Observed names: E. Siivola, Siivola, Eero

Institution: Finnish Environment Institute

Observed institutions: Novartis (Switzerland), Finnish Environment Institute, Helsinki Institute for Information Technology, VTT Technical Research Centre of Finland, Aalto University

ORCID: 0000-0002-3926-9651

Observed ORCID: 0000-0002-3926-9651

OpenAlex ID: A5005457587

Good practices for Bayesian optimization of high dimensional structured spaces

2021 · Eero Siivola, Andrei Paleyes, et al. · Applied AI Letters · 34

Correcting Boundary Over-exploration Deficiencies in Bayesian Optimization With Virtual Derivative Sign Observations

2018 · Eero Siivola, Aki Vehtari, et al. · Machine learning for signal processing ... · 24

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Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast

2022 · M. Gunia, M. Laine, et al. · Environmental Modelling & Software · 23

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Preferential Batch Bayesian Optimization

2021 · Eero Siivola, Akash Kumar Dhaka, et al. · Machine learning for signal processing ... · 18

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Active Learning for Decision-Making from Imbalanced Observational Data

2019 · Sundin, Iiris, Schulam, Peter, et al. · arXiv (Cornell University) · 18

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Uncertainty in Environmental Micropollutant Modeling

2024 · Heidi Ahkola, Niina Kotamäki, et al. · Environmental Management · 13

Spatiotemporal analysis of lake chlorophyll-a with combined in situ and satellite data

2023 · K. Kallio, O. Malve, et al. · Environmental Monitoring and Assessment · 7

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Alarm Prediction in LTE Networks

2018 · Simon Holmbacka, Jarno Niemela, et al. · 7

Qualifying drug dosing regimens in pediatrics using Gaussian processes

2021 · Eero Siivola, Sebastian Weber, et al. · Statistics in Medicine · 5

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Automatic monotonicity detection for Gaussian Processes

2016 · Siivola, Eero, Piironen, Juho, et al. · arXiv (Cornell University) · 5

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Requirement verification in simulation-based automation testing

2016 · Eero Siivola, Seppo Sierla, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 5

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Bayesian optimization with virtual derivative sign observations

2017 · Eero Siivola, Aki Vehtari, et al. · arXiv (Cornell University) · 2

On class imbalance in machine learning-based taxa identification: A comparative analysis of mitigation strategies

2026 · Muhammad Shahzad Khan, Eero Siivola, et al. · Machine Learning with Applications · 1

Using Counterfactual Queries To Improve Models For Decision-Support

2018 · Sundin, Iiris, Schulam, Peter, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1

A Novel Technique for Identifying Outliers in Correlated Time Series of River and Groundwater Data

2026 · Martin Schönegger, Eero Siivola, et al. · Hydrology research

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A practical guide to Data Quality in environmental water monitoring

2026 · Siivola, Eero, Uvo, Cintia, et al. · Työväentutkimus Vuosikirja

Applications of human feedback in Gaussian processes

2021 · Eero Siivola

Datafuusiomenetelmän käyttö kalankasvattamoiden vedenlaatuvaikutusten seurannassa Saaristomerellä

2021 · Olli Malve, Kari Kallio, et al. · Jukuri (Natural Resources Institute Finland (Luke))

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シミュレーションに基づく自動化試験における要求検証【Powered by NICT】

2016 · Eero Siivola, Sierla Seppo, et al. · IEEE Conference Proceedings

Works count: 21

Citation count: 164

H-index: 7

I10-index: 6