Jukka-Pekka Onnela
Orcid: 0000-0001-6613-8668
According to our database1,
Jukka-Pekka Onnela
authored at least 56 papers
between 2009 and 2024.
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Bibliography
2024
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection.
CoRR, 2024
2023
J. Complex Networks, September, 2023
A "one-size-fits-most" walking recognition method for smartphones, smartwatches, and wearable accelerometers.
npj Digit. Medicine, 2023
Menstrual cycle length variation by demographic characteristics from the Apple Women's Health Study.
npj Digit. Medicine, 2023
Wearable device and smartphone data quantify ALS progression and may provide novel outcome measures.
npj Digit. Medicine, 2023
Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery.
CoRR, 2023
Proceedings of the Trustworthy Machine Learning for Healthcare, 2023
Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data.
Sensors, 2022
Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data.
Sensors, 2022
npj Digit. Medicine, 2022
CoRR, 2022
Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
A systematic review of smartphone-based human activity recognition methods for health research.
npj Digit. Medicine, 2021
J. Stat. Softw., 2021
J. Open Source Softw., 2021
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process.
J. Am. Medical Informatics Assoc., 2021
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
2020
Correction: Huang, E.J., and Onnela, J.P. Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data. Sensors 2020, 20(13), 3706.
Sensors, 2020
Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data.
Sensors, 2020
Determining sample size and length of follow-up for smartphone-based digital phenotyping studies.
J. Am. Medical Informatics Assoc., 2020
2019
Harnessing digital technology to predict, diagnose, monitor, and develop treatments for brain disorders.
npj Digit. Medicine, 2019
Passive data collection and use in healthcare: A systematic review of ethical issues.
Int. J. Medical Informatics, 2019
CoRR, 2019
Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS).
Proceedings of the Interspeech 2019, 2019
2018
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia.
npj Digit. Medicine, 2018
Netw. Sci., 2018
Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data.
J. Am. Medical Informatics Assoc., 2018
J. Complex Networks, 2018
Comparison of physician networks constructed from thresholded ties versus shared clinical episodes.
Appl. Netw. Sci., 2018
2017
BMC Bioinform., 2017
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2017
2016
2015
Investigating population dynamics of the Kumbh Mela through the lens of cell phone data.
CoRR, 2015
2014
2013
2011
Adv. Complex Syst., 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
2010
2009
A comparative study of social network models: Network evolution models and nodal attribute models.
Soc. Networks, 2009
Comput. Phys. Commun., 2009