Jukka-Pekka Onnela

75 papers A 5Misc 2Journal 64Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition With Text Description of the Environment.
IEEE Trans. Affect. Comput.
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2026 J jnl
Unifying Summary Statistic Selection for Approximate Bayesian Computation.
Stat. Comput.
Till Hoffmann, Jukka-Pekka Onnela
2025 J jnl
Accounting for contact network uncertainty in epidemic inferences with Approximate Bayesian Computation.
Appl. Netw. Sci.
Maxwell H. Wang, Jukka-Pekka Onnela
2025 J jnl
Approximate Bayesian Inference on Mechanisms of Network Growth and Evolution.
CoRR
Maxwell H. Wang, Till Hoffmann, Jukka-Pekka Onnela
2025 J jnl
Connecting mass-action models and network models for infectious diseases.
PLoS Comput. Biol.
Thien-Minh Le, Jukka-Pekka Onnela
2025 J jnl
Information is localized in growing network models.
CoRR
Till Hoffmann, Jukka-Pekka Onnela
2025 J jnl
Model-Free Kernel Conformal Depth Measures Algorithm for Uncertainty Quantification in Regression Models in Separable Hilbert Spaces.
CoRR
Marcos Matabuena, Rahul Ghosal, Pavlo Mozharovskyi, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela
2025 J jnl
Temporal configuration model: Statistical inference and spreading processes.
Netw. Sci.
Thien-Minh Le, Hali Hambridge, Jukka-Pekka Onnela
2025 J jnl
gptools: Scalable Gaussian Process Inference with
J. Stat. Softw.
Till Hoffmann, Jukka-Pekka Onnela
2024 J jnl
Approximate inference for longitudinal mechanistic HIV contact network.
Appl. Netw. Sci.
Octavious Smiley, Till Hoffmann, Jukka-Pekka Onnela
2024 J jnl
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment.
CoRR
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2024 J jnl
Flexible Bayesian inference on partially observed epidemics.
J. Complex Networks
Maxwell H. Wang, Jukka-Pekka Onnela
2024 A conf
Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition.
INTERSPEECH
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2024 J jnl
Network Layout Algorithm with Covariate Smoothing.
CoRR
Octavious Smiley, Till Hoffmann, Jukka-Pekka Onnela
2024 J jnl
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech.
IEEE ACM Trans. Audio Speech Lang. Process.
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2024 J jnl
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection.
CoRR
Marcos Matabuena, Juan Carlos Vidal, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela
2023 J jnl
A "one-size-fits-most" walking recognition method for smartphones, smartwatches, and wearable accelerometers.
npj Digit. Medicine
Marcin Straczkiewicz, Emily J. Huang, Jukka-Pekka Onnela
2023 Misc conf
Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning.
ICASSP
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2023 A conf
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters.
INTERSPEECH
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2023 J jnl
Cost-based Feature Selection for Network Model Choice.
J. Comput. Graph. Stat.
Louis Raynal, Till Hoffmann, Jukka-Pekka Onnela
2023 J jnl
Framework for converting mechanistic network models to probabilistic models.
J. Complex Networks
Ravi Goyal, Victor De Gruttola, Jukka-Pekka Onnela
2023 J jnl
Menstrual cycle length variation by demographic characteristics from the Apple Women's Health Study.
npj Digit. Medicine
Huichu Li, Elizabeth A. Gibson, Anne Marie Z. Jukic, Donna D. Baird, Allen J. Wilcox, Christine L. Curry, Tyler Fischer-Colbrie, Jukka-Pekka Onnela, Michelle A. Williams, Russ Hauser, Brent A. Coull, Shruthi Mahalingaiah
2023 J jnl
Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery.
CoRR
Patrick Emedom-Nnamdi, Timothy R. Smith, Jukka-Pekka Onnela, Junwei Lu
2023 — conf
STASIS: Reinforcement Learning Simulators for Human-Centric Real-World Environments.
TML4H
Georgios Efstathiadis, Patrick Emedom-Nnamdi, Arinbjörn Kolbeinsson, Jukka-Pekka Onnela, Junwei Lu
2023 J jnl
Wearable device and smartphone data quantify ALS progression and may provide novel outcome measures.
npj Digit. Medicine
Stephen A. Johnson, Marta Karas, Katherine M. Burke, Marcin Straczkiewicz, Zoe A. Scheier, Alison P. Clark, Satoshi Iwasaki, Amir Lahav, Amrita S. Iyer, Jukka-Pekka Onnela, James D. Berry
2022 J jnl
A 'one-size-fits-most' walking recognition method for smartphones, smartwatches, and wearable accelerometers.
CoRR
Marcin Straczkiewicz, Emily J. Huang, Jukka-Pekka Onnela
2022 J jnl
Covid-19 vaccination and menstrual cycle length in the Apple Women's Health Study.
npj Digit. Medicine
Elizabeth A. Gibson, Huichu Li, Victoria Fruh, Malaika Gabra, Gowtham Asokan, Anne Marie Z. Jukic, Donna D. Baird, Christine L. Curry, Tyler Fischer-Colbrie, Jukka-Pekka Onnela, Michelle A. Williams, Russ Hauser, Brent A. Coull, Shruthi Mahalingaiah
2022 J jnl
Minimizing the Expected Posterior Entropy Yields Optimal Summary Statistics.
CoRR
Till Hoffmann, Jukka-Pekka Onnela
2022 Misc conf
Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments.
ICASSP
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2022 J jnl
Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data.
Sensors
Gang Liu, Jukka-Pekka Onnela
2022 J jnl
Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data.
Sensors
Emily J. Huang, Kebin Yan, Jukka-Pekka Onnela
2021 J jnl
A systematic review of smartphone-based human activity recognition methods for health research.
npj Digit. Medicine
Marcin Straczkiewicz, Peter James, Jukka-Pekka Onnela
2021 J jnl
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation.
J. Stat. Softw.
Ritabrata Dutta, Marcel Schöngens, Lorenzo Pacchiardi, Avinash Ummadisingu, Nicole Widmer, Pierre Künzli, Jukka-Pekka Onnela, Antonietta Mira
2021 J jnl
Beiwe: A data collection platform for high-throughput digital phenotyping.
J. Open Source Softw.
Jukka-Pekka Onnela, Caleb Dixon, Keary Griffin, Tucker Jaenicke, Leila Minowada, Sean Esterkin, Alvin Siu, Josh Zagorsky, Eli Jones
2021 J jnl
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process.
J. Am. Medical Informatics Assoc.
Gang Liu, Jukka-Pekka Onnela
2021 J jnl
Edge overlap in weighted and directed social networks.
Netw. Sci.
Heather Mattie, Jukka-Pekka Onnela
2021 A conf
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions.
Interspeech
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2020 J jnl
Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data.
Sensors
Emily J. Huang, Jukka-Pekka Onnela
2020 J jnl
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
Emily J. Huang, Jukka-Pekka Onnela
2020 J jnl
Determining sample size and length of follow-up for smartphone-based digital phenotyping studies.
J. Am. Medical Informatics Assoc.
Ian Barnett, John B. Torous, Harrison T. Reeder, Justin Baker, Jukka-Pekka Onnela
2020 J jnl
Flexible model selection for mechanistic network models.
J. Complex Networks
Sixing Chen, Antonietta Mira, Jukka-Pekka Onnela
2019 J jnl
A systematic review of human activity recognition using smartphones.
CoRR
Marcin Straczkiewicz, Jukka-Pekka Onnela
2019 J jnl
Activity Classification Using Smartphone Gyroscope and Accelerometer Data.
CoRR
Emily J. Huang, Jukka-Pekka Onnela
2019 J jnl
EndNote: Feature-based classification of networks.
Netw. Sci.
Ian Barnett, Nishant Malik, Marieke L. Kuijjer, Peter J. Mucha, Jukka-Pekka Onnela
2019 J jnl
Harnessing digital technology to predict, diagnose, monitor, and develop treatments for brain disorders.
npj Digit. Medicine
Clare Stroud, Jukka-Pekka Onnela, Husseini K. Manji
2019 J jnl
Passive data collection and use in healthcare: A systematic review of ethical issues.
Int. J. Medical Informatics
Nicole A. Maher, Joeky Tamba Senders, Alexander F. C. Hulsbergen, Nayan Lamba, Michael Parker, Jukka-Pekka Onnela, Annelien L. Bredenoord, Timothy R. Smith, Marike Lianne Daphne Broekman
2019 A conf
Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS).
INTERSPEECH
Kathryn P. Connaghan, Jordan R. Green, Sabrina Paganoni, James Chan, Harli Weber, Ella Collins, Brian Richburg, Marziye Eshghi, Jukka-Pekka Onnela, James D. Berry
2018 J jnl
Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data.
J. Am. Medical Informatics Assoc.
Ian Barnett, John B. Torous, Patrick C. Staples, Matcheri S. Keshavan, Jukka-Pekka Onnela
2018 J jnl
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia.
npj Digit. Medicine
John B. Torous, Patrick C. Staples, Ian Barnett, Luis R. Sandoval, Matcheri S. Keshavan, Jukka-Pekka Onnela
2018 J jnl
Comparison of physician networks constructed from thresholded ties versus shared clinical episodes.
Appl. Netw. Sci.
Jukka-Pekka Onnela, A. James O'Malley, Nancy L. Keating, Bruce E. Landon
2018 J jnl
Connected but Segregated: Social Networks in Rural Villages.
CoRR
Felipe Montes, Roberto C. Jimenez, Jukka-Pekka Onnela
2018 J jnl
Connected but segregated: social networks in rural villages.
J. Complex Networks
Felipe Montes, Roberto C. Jimenez, Jukka-Pekka Onnela
2018 J jnl
Flexible model of network embedding.
CoRR
Juan Fernández-Gracia, Jukka-Pekka Onnela
2018 J jnl
Impact of degree truncation on the spread of a contagious process on networks.
Netw. Sci.
Guy Harling, Jukka-Pekka Onnela
2017 — conf
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation.
PASC
Ritabrata Dutta, Marcel Schöngens, Jukka-Pekka Onnela, Antonietta Mira
2017 J jnl
Biomarker correlation network in colorectal carcinoma by tumor anatomic location.
BMC Bioinform.
Reiko Nishihara, Kimberly Glass, Kosuke Mima, Tsuyoshi Hamada, Jonathan A. Nowak, Zhi Rong Qian, Peter Kraft, Edward L. Giovannucci, Charles S. Fuchs, Andrew T. Chan, John Quackenbush, Shuji Ogino, Jukka-Pekka Onnela
2017 — conf
Spread of Pathogens in the Patient Transfer Network of US Hospitals.
SBP-BRiMS
Juan Fernández-Gracia, Jukka-Pekka Onnela, Michael L. Barnett, Víctor M. Eguíluz, Nicholas A. Christakis
2017 J jnl
The Social Bow Tie.
CoRR
Heather Mattie, Kenth Engø-Monsen, Rich Ling, Jukka-Pekka Onnela
2016 J jnl
Feature-Based Classification of Networks.
CoRR
Ian Barnett, Nishant Malik, Marieke L. Kuijjer, Peter J. Mucha, Jukka-Pekka Onnela
2016 J jnl
Impact of degree truncation on the spread of a contagious process on networks.
CoRR
Guy Harling, Jukka-Pekka Onnela
2016 J jnl
Social and Spatial Clustering of People at Humanity's Largest Gathering.
CoRR
Ian Barnett, Tarun Khanna, Jukka-Pekka Onnela
2015 J jnl
Incorporating Contact Network Structure in Cluster Randomized Trials.
CoRR
Patrick C. Staples, Elizabeth L. Ogburn, Jukka-Pekka Onnela
2015 J jnl
Investigating population dynamics of the Kumbh Mela through the lens of cell phone data.
CoRR
Jukka-Pekka Onnela, Tarun Khanna
2014 J jnl
Topics in social network analysis and network science.
CoRR
A. James O'Malley, Jukka-Pekka Onnela
2014 J jnl
Using sociometers to quantify social interaction patterns.
CoRR
Jukka-Pekka Onnela, Benjamin N. Waber, Alex Pentland, Sebastian Schnorf, David Lazer
2013 J jnl
A Simple Generative Model of Collective Online Behaviour.
CoRR
James P. Gleeson, Davide Cellai, Jukka-Pekka Onnela, Mason A. Porter, Felix Reed-Tsochas
2011 J jnl
Network Automata: Coupling Structure and Function in Dynamic Networks.
Adv. Complex Syst.
David M. D. Smith, Jukka-Pekka Onnela, Chiu Fan Lee, Mark D. Fricker, Neil F. Johnson
2011 J jnl
Spreading paths in partially observed social networks
CoRR
Jukka-Pekka Onnela, Nicholas A. Christakis
2011 A conf
Understanding the Demographics of Twitter Users.
ICWSM
Alan Mislove, Sune Lehmann, Yong-Yeol Ahn, Jukka-Pekka Onnela, J. Niels Rosenquist
2010 J jnl
Geographic constraints on social network groups
CoRR
Jukka-Pekka Onnela, Samuel Arbesman, Albert-László Barabási, Nicholas A. Christakis
2009 J jnl
A comparative study of social network models: Network evolution models and nodal attribute models.
Soc. Networks
Riitta Toivonen, Lauri Kovanen, Mikko Kivelä, Jukka-Pekka Onnela, Jari Saramäki, Kimmo Kaski
2009 J jnl
Communities in Networks
CoRR
Mason A. Porter, Jukka-Pekka Onnela, Peter J. Mucha
2009 J jnl
Competition for Popularity in Bipartite Networks.
CoRR
Mariano Beguerisse-Díaz, Mason A. Porter, Jukka-Pekka Onnela
2009 J jnl
Model of community emergence in weighted social networks.
Comput. Phys. Commun.
Janos M. Kumpula, Jukka-Pekka Onnela, Jari Saramäki, János Kertész, Kimmo Kaski
2008 — conf
Structure and tie strengths in a mobile communication network.
MLG@ICML
Jari Saramäki, Jukka-Pekka Onnela