5 citations · 5 across the 5 of their papers we have counts for
5 papers
Evaluation metrics for temporal preservation in synthetic longitudinal patient data
Katariina Perkonoja, Parisa Movahedi, Antti Airola +2
This study introduces a set of metrics for evaluating temporal preservation in synthetic longitudinal patient data, defined as artificially generated data that mimic real patients'…
Interaction Concordance Index: Performance Evaluation for Interaction Prediction Methods
Tapio Pahikkala, Riikka Numminen, Parisa Movahedi +2
Consider two sets of entities and their members' mutual affinity values, say drug-target affinities (DTA). Drugs and targets are said to interact in their effects on DTAs if drug's…
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?
Ileana Montoya Perez, Parisa Movahedi, Valtteri Nieminen +2
Background: Synthetic data has been proposed as a solution for sharing anonymized versions of sensitive biomedical datasets. Ideally, synthetic data should preserve the structure a…
A Link between Coding Theory and Cross-Validation with Applications
Tapio Pahikkala, Parisa Movahedi, Ileana Montoya +4
How many different binary classification problems a single learning algorithm can solve on a fixed data with exactly zero or at most a given number of cross-validation errors? Whil…
Long-Term Autonomy in Forest Environment using Self-Corrective SLAM
Paavo Nevalainen, Parisa Movahedi, Jorge Peña Queralta +2
Vehicles with prolonged autonomous missions have to maintain environment awareness by simultaneous localization and mapping (SLAM). Closed loop correction is substituted by interpo…