Jukka-Pekka Onnela

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 50

Top Topics

Speech Emotion Recognition

Top Venues

npj Digit. Medicine

J. Complex Networks

Publications

Octavious Smiley, Till Hoffmann, Jukka-Pekka Onnela
Network Layout Algorithm with Covariate Smoothing. CoRR (2024)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment. CoRR (2024)
Octavious Smiley, Till Hoffmann, Jukka-Pekka Onnela
Approximate inference for longitudinal mechanistic HIV contact network. Appl. Netw. Sci. 9 (1) (2024)
Marcos Matabuena, Juan Carlos Vidal, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection. CoRR (2024)
Patrick Emedom-Nnamdi, Timothy R. Smith, Jukka-Pekka Onnela, Junwei Lu
Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery. CoRR (2023)
Louis Raynal, Till Hoffmann, Jukka-Pekka Onnela
Cost-based Feature Selection for Network Model Choice. J. Comput. Graph. Stat. 32 (3) (2023)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning. ICASSP (2023)
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
Menstrual cycle length variation by demographic characteristics from the Apple Women's Health Study. npj Digit. Medicine 6 (2023)
Marcin Straczkiewicz, Emily J. Huang, Jukka-Pekka Onnela
A "one-size-fits-most" walking recognition method for smartphones, smartwatches, and wearable accelerometers. npj Digit. Medicine 6 (2023)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. INTERSPEECH (2023)
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
Wearable device and smartphone data quantify ALS progression and may provide novel outcome measures. npj Digit. Medicine 6 (2023)
Ravi Goyal, Victor De Gruttola, Jukka-Pekka Onnela
Framework for converting mechanistic network models to probabilistic models. J. Complex Networks 11 (5) (2023)
Georgios Efstathiadis, Patrick Emedom-Nnamdi, Arinbjörn Kolbeinsson, Jukka-Pekka Onnela, Junwei Lu
STASIS: Reinforcement Learning Simulators for Human-Centric Real-World Environments. TML4H (2023)
Gang Liu, Jukka-Pekka Onnela
Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data. Sensors 22 (6) (2022)
Till Hoffmann, Jukka-Pekka Onnela
Minimizing the Expected Posterior Entropy Yields Optimal Summary Statistics. CoRR (2022)
Emily J. Huang, Kebin Yan, Jukka-Pekka Onnela
Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data. Sensors 22 (7) (2022)
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
Covid-19 vaccination and menstrual cycle length in the Apple Women's Health Study. npj Digit. Medicine 5 (2022)
Marcin Straczkiewicz, Emily J. Huang, Jukka-Pekka Onnela
A 'one-size-fits-most' walking recognition method for smartphones, smartwatches, and wearable accelerometers. CoRR (2022)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments. ICASSP (2022)
Jukka-Pekka Onnela, Caleb Dixon, Keary Griffin, Tucker Jaenicke, Leila Minowada, Sean Esterkin, Alvin Siu, Josh Zagorsky, Eli Jones
Beiwe: A data collection platform for high-throughput digital phenotyping. J. Open Source Softw. 6 (68) (2021)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. Interspeech (2021)
Ritabrata Dutta, Marcel Schöngens, Lorenzo Pacchiardi, Avinash Ummadisingu, Nicole Widmer, Pierre Künzli, Jukka-Pekka Onnela, Antonietta Mira
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation. J. Stat. Softw. 100 (7) (2021)
Heather Mattie, Jukka-Pekka Onnela
Edge overlap in weighted and directed social networks. Netw. Sci. 9 (2) (2021)
Gang Liu, Jukka-Pekka Onnela
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Marcin Straczkiewicz, Peter James, Jukka-Pekka Onnela
A systematic review of smartphone-based human activity recognition methods for health research. npj Digit. Medicine 4 (2021)
Emily J. Huang, Jukka-Pekka Onnela
Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data. Sensors 20 (13) (2020)
Ian Barnett, John Torous, Harrison T. Reeder, Justin Baker, Jukka-Pekka Onnela
Determining sample size and length of follow-up for smartphone-based digital phenotyping studies. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Sixing Chen, Antonietta Mira, Jukka-Pekka Onnela
Flexible model selection for mechanistic network models. J. Complex Networks 8 (2) (2020)
Emily J. Huang, Jukka-Pekka Onnela
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 20 (21) (2020)
Clare Stroud, Jukka-Pekka Onnela, Husseini K. Manji
Harnessing digital technology to predict, diagnose, monitor, and develop treatments for brain disorders. npj Digit. Medicine 2 (2019)
Marcin Straczkiewicz, Jukka-Pekka Onnela
A systematic review of human activity recognition using smartphones. CoRR (2019)
Ian Barnett, Nishant Malik, Marieke L. Kuijjer, Peter J. Mucha, Jukka-Pekka Onnela
EndNote: Feature-based classification of networks. Netw. Sci. 7 (3) (2019)
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
Passive data collection and use in healthcare: A systematic review of ethical issues. Int. J. Medical Informatics 129 (2019)
Emily Huang, Jukka-Pekka Onnela
Activity Classification Using Smartphone Gyroscope and Accelerometer Data. CoRR (2019)
Kathryn P. Connaghan, Jordan R. Green, Sabrina Paganoni, James Chan, Harli Weber, Ella Collins, Brian Richburg, Marziye Eshghi, Jukka-Pekka Onnela, James D. Berry
Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS). INTERSPEECH (2019)
Ian Barnett, John Torous, Patrick C. Staples, Matcheri S. Keshavan, Jukka-Pekka Onnela
Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data. J. Am. Medical Informatics Assoc. 25 (12) (2018)
Juan Fernández-Gracia, Jukka-Pekka Onnela
Flexible model of network embedding. CoRR (2018)
Felipe Montes, Roberto C. Jimenez, Jukka-Pekka Onnela
Connected but Segregated: Social Networks in Rural Villages. CoRR (2018)
John Torous, Patrick C. Staples, Ian Barnett, Luis R. Sandoval, Matcheri S. Keshavan, Jukka-Pekka Onnela
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia. npj Digit. Medicine 1 (2018)
Guy Harling, Jukka-Pekka Onnela
Impact of degree truncation on the spread of a contagious process on networks. Netw. Sci. 6 (1) (2018)
Felipe Montes, Roberto C. Jimenez, Jukka-Pekka Onnela
Connected but segregated: social networks in rural villages. J. Complex Networks 6 (5) (2018)
Jukka-Pekka Onnela, A. James O'Malley, Nancy L. Keating, Bruce E. Landon
Comparison of physician networks constructed from thresholded ties versus shared clinical episodes. Appl. Netw. Sci. 3 (1) (2018)
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
Biomarker correlation network in colorectal carcinoma by tumor anatomic location. BMC Bioinform. 18 (1) (2017)
Heather Mattie, Kenth Engø-Monsen, Rich Ling, Jukka-Pekka Onnela
The Social Bow Tie. CoRR (2017)
Ritabrata Dutta, Marcel Schöngens, Jukka-Pekka Onnela, Antonietta Mira
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation. PASC (2017)
Juan Fernández-Gracia, Jukka-Pekka Onnela, Michael L. Barnett, Víctor M. Eguíluz, Nicholas A. Christakis
Spread of Pathogens in the Patient Transfer Network of US Hospitals. SBP-BRiMS (2017)
Guy Harling, Jukka-Pekka Onnela
Impact of degree truncation on the spread of a contagious process on networks. CoRR (2016)
Ian Barnett, Nishant Malik, Marieke L. Kuijjer, Peter J. Mucha, Jukka-Pekka Onnela
Feature-Based Classification of Networks. CoRR (2016)
Ian Barnett, Tarun Khanna, Jukka-Pekka Onnela
Social and Spatial Clustering of People at Humanity's Largest Gathering. CoRR (2016)
Patrick C. Staples, Elizabeth L. Ogburn, Jukka-Pekka Onnela
Incorporating Contact Network Structure in Cluster Randomized Trials. CoRR (2015)
Jukka-Pekka Onnela, Tarun Khanna
Investigating population dynamics of the Kumbh Mela through the lens of cell phone data. CoRR (2015)
Jukka-Pekka Onnela, Benjamin N. Waber, Alex Pentland, Sebastian Schnorf, David Lazer
Using sociometers to quantify social interaction patterns. CoRR (2014)
A. James O'Malley, Jukka-Pekka Onnela
Topics in social network analysis and network science. CoRR (2014)
James P. Gleeson, Davide Cellai, Jukka-Pekka Onnela, Mason A. Porter, Felix Reed-Tsochas
A Simple Generative Model of Collective Online Behaviour. CoRR (2013)
David M. D. Smith, Jukka-Pekka Onnela, Chiu Fan Lee, Mark D. Fricker, Neil F. Johnson
Network Automata: Coupling Structure and Function in Dynamic Networks. Adv. Complex Syst. 14 (3) (2011)
Alan Mislove, Sune Lehmann, Yong-Yeol Ahn, Jukka-Pekka Onnela, J. Niels Rosenquist
Understanding the Demographics of Twitter Users. ICWSM (2011)
Jukka-Pekka Onnela, Nicholas A. Christakis
Spreading paths in partially observed social networks CoRR (2011)
Jukka-Pekka Onnela, Samuel Arbesman, Albert-László Barabási, Nicholas A. Christakis
Geographic constraints on social network groups CoRR (2010)
Mason A. Porter, Jukka-Pekka Onnela, Peter J. Mucha
Communities in Networks CoRR (2009)
Mariano Beguerisse-Díaz, Mason A. Porter, Jukka-Pekka Onnela
Competition for Popularity in Bipartite Networks. CoRR (2009)
Riitta Toivonen, Lauri Kovanen, Mikko Kivelä, Jukka-Pekka Onnela, Jari Saramäki, Kimmo Kaski
A comparative study of social network models: Network evolution models and nodal attribute models. Soc. Networks 31 (4) (2009)
Janos M. Kumpula, Jukka-Pekka Onnela, Jari Saramäki, János Kertész, Kimmo Kaski
Model of community emergence in weighted social networks. Comput. Phys. Commun. 180 (4) (2009)