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ORCIDNicholas B. Allen
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- affiliation: Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
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Journal Articles
- 2021
[j13]Nandita Vijayakumar
, George J. Youssef, Nicholas B. Allen, Vickie Anderson, Daryl Efron, Philip Hazell, Lisa Mundy, Jan M. Nicholson, George Patton, Marc L. Seal, Julian Simmons, Sarah Whittle, Timothy J. Silk:
A longitudinal analysis of puberty-related cortical development. NeuroImage 228: 117684 (2021)- 2020
- [j12]Benjamin W. Nelson, Carissa A. Low, Nicholas Jacobson, Patricia Areán, John Torous, Nicholas B. Allen:
Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. npj Digit. Medicine 3 (2020) - 2019
- [j11]Elena Pozzi, Chad A. Bousman, Julian Simmons, Nandita Vijayakumar, Orli Schwartz, Marc L. Seal, Marie B. H. Yap, Nicholas B. Allen, Sarah Whittle:
Interaction between hypothalamic-pituitary-adrenal axis genetic variation and maternal behavior in the prediction of amygdala connectivity in children. NeuroImage 197: 493-501 (2019) - [j10]Sally Richmond, Richard Beare, Katherine A. Johnson, Nicholas B. Allen, Marc L. Seal, Sarah Whittle:
Structural covariance networks in children and their associations with maternal behaviors. NeuroImage 202 (2019) - 2018
- [j9]Megan M. Herting, Cory Johnson, Kathryn L. Mills, Nandita Vijayakumar, Meg Dennison, Chang Liu, Anne-Lise Goddings, Ronald E. Dahl, Elizabeth R. Sowell, Sarah Whittle, Nicholas B. Allen, Christian K. Tamnes:
Development of subcortical volumes across adolescence in males and females: A multisample study of longitudinal changes. NeuroImage 172: 194-205 (2018) - 2017
- [j8]Sayak Roychowdhury, Theodore T. Allen, Nicholas B. Allen:
A genetic algorithm with an earliest due date encoding for scheduling automotive stamping operations. Comput. Ind. Eng. 105: 201-209 (2017) - [j7]Nandita Vijayakumar, Nicholas B. Allen, Meg Dennison, Michelle L. Byrne, Julian Simmons, Sarah Whittle:
Cortico-amygdalar maturational coupling is associated with depressive symptom trajectories during adolescence. NeuroImage 156: 403-411 (2017) - 2014
- [j6]Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen:
Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system. Biomed. Signal Process. Control. 14: 228-239 (2014) - [j5]Nandita Vijayakumar, Sarah Whittle, Murat Yücel, Meg Dennison, Julian Simmons, Nicholas B. Allen:
Prefrontal Structural Correlates of Cognitive Control during Adolescent Development: A 4-Year Longitudinal Study. J. Cogn. Neurosci. 26(5): 1118-1130 (2014) - 2013
- [j4]Melissa N. Stolar, Margaret Lech, Lisa Sheeber, Ian S. Burnett, Nicholas B. Allen:
Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. IEEE Trans. Affect. Comput. 4(4): 372-385 (2013) - [j3]Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen:
Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents. IEEE Trans. Biomed. Eng. 60(2): 497-506 (2013) - 2011
- [j2]Ling He, Margaret Lech, Namunu C. Maddage, Nicholas B. Allen:
Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech. Biomed. Signal Process. Control. 6(2): 139-146 (2011) - [j1]Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen:
Detection of Clinical Depression in Adolescents' Speech During Family Interactions. IEEE Trans. Biomed. Eng. 58(3): 574-586 (2011)
Conference and Workshop Papers
- 2023
- [c18]Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency:
Neural Mixed Effects for Nonlinear Personalized Predictions. ICMI 2023: 445-454 - [c17]Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn:
SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. ICMI 2023: 537-544 - [c16]Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency:
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS 2023 - 2022
- [c15]Laura A. Cariola, Saurabh Hinduja, Maneesh Bilalpur, Lisa B. Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn:
Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results. ACII 2022: 1-8 - [c14]Torsten Wörtwein, Lisa Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency:
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. EMNLP (Findings) 2022: 4681-4696 - 2021
- [c13]Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) 2021: 4170-4187 - [c12]Torsten Wörtwein, Lisa B. Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency:
Human-Guided Modality Informativeness for Affective States. ICMI 2021: 728-734 - 2015
- [c11]Melissa N. Stolar, Margaret Lech, Nicholas B. Allen:
Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. ICASSP 2015: 987-991 - [c10]Abdel Y. Hussenbocus, Margaret Lech, Nicholas B. Allen:
Statistical differences in speech acoustics of major depressed and non-depressed adolescents. ICSPCS 2015: 1-7 - 2012
- [c9]Kuan Ee Brian Ooi, Lu-Shih Alex Low, Margaret Lech, Nicholas B. Allen:
Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters. ICASSP 2012: 4613-4616 - 2010
- [c8]Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen:
Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents. ICASSP 2010: 5154-5157 - [c7]Ling He, Margaret Lech, Nicholas B. Allen:
On the importance of glottal flow spectral energy for the recognition of emotions in speech. INTERSPEECH 2010: 2346-2349 - 2009
- [c6]Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Nicholas B. Allen:
Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents. IEEE ICCI 2009: 346-350 - [c5]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen:
Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms. ACII 2009: 1-6 - [c4]Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen:
Content based clinical depression detection in adolescents. EUSIPCO 2009: 2362-2366 - [c3]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen:
Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. ICNC (2) 2009: 227-231 - [c2]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen:
Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. ICNC (2) 2009: 260-264 - 2008
- [c1]Ling He, Margaret Lech, Sheeraz Memon, Nicholas B. Allen:
Recognition of stress in speech using wavelet analysis and Teager energy operator. INTERSPEECH 2008: 605-608
Informal and Other Publications
- 2023
- [i4]Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency:
Neural Mixed Effects for Nonlinear Personalized Predictions. CoRR abs/2306.08149 (2023) - [i3]Daniel McDuff, Andrew Barakat, Ari Winbush, Allen Jiang, Felicia Cordeiro, Ryann Crowley, Lauren E. Kahn, John Hernandez, Nicholas B. Allen:
Research Protocol for the Google Health Digital Well-being Study. CoRR abs/2307.05795 (2023) - 2021
- [i2]Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. CoRR abs/2106.13213 (2021) - 2020
- [i1]Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas B. Allen, Louis-Philippe Morency:
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. CoRR abs/2012.02359 (2020)
Coauthor Index
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