Detection of Process Disturbances Using Model-Based Reasoning. - Olli Saarela; H. Markkanen; H. Mustonen; S. Rantala (SCAI, 1989)

Lime Kiln Diagnostics with Case-Based Reasoning. - Olli Saarela; Jukka Rantamaki; Ismo Penttinen; Marja Nappa (IKE, 2009)

Normalized Augmented Inverse Probability Weighting with Neural Network Predictions. - Mehdi Rostami; Olli Saarela (Entropy, 2022)

Targeted L1-Regularization and Joint Modeling of Neural Networks for Causal Inference. - Mehdi Rostami; Olli Saarela (Entropy, 2022)

Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. - Sumeet Kalia; Olli Saarela; Tao Chen; Braden O'Neill; Christopher Meaney; Jessica L. Gronsbell; Ervin Sejdic; Michael D. Escobar; Babak Aliarzadeh; Rahim Moineddin; Conrad Pow; Frank M. Sullivan; et al. (IEEE J. Biomed. Health Informatics, 2022)

casebase: An Alternative Framework for Survival Analysis and Comparison of Event Rates. - Sahir Rai Bhatnagar; Maxime Turgeon; Jesse Islam; James A. Hanley; Olli Saarela (R J., 2022)

Feature Estimation for Punching Tool Wear at the Edge. - Jukka Junttila; Kalle Raunio; Petteri Kokkonen; Olli Saarela (eSAAM, 2023)

Marginal and Conditional Importance Measures from Machine Learning Models and Their Relationship with Conditional Average Treatment Effect. - Mohammad Kaviul Anam Khan; Olli Saarela; Rafal Kustra (CoRR, 2025)