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Nicholas B. Allen

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affiliation: Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia

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2020 – today

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2023
[c18]
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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]
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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]
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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
[i4]
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  - journals/corr/abs-2306-08149
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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]
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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)
2022
[c15]
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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]
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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
[j13]
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  - journals/neuroimage/VijayakumarYAAE21
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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)
[c13]
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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]
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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
[i2]
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  - journals/corr/abs-2106-13213
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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
[j12]
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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)
[i1]
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  - journals/corr/abs-2012-02359
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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)

2010 – 2019

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2019
[j11]
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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]
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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]
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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]
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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]
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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)
2015
[c11]
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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]
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Abdel Y. Hussenbocus, Margaret Lech, Nicholas B. Allen:
Statistical differences in speech acoustics of major depressed and non-depressed adolescents. ICSPCS 2015: 1-7
2014
[j6]
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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]
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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]
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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]
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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)
2012
[c9]
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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
2011
[j2]
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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]
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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)
2010
[c8]
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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]
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  - conf/interspeech/HeLA10
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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

2000 – 2009

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2009
[c6]
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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]
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  - conf/acii/HeLMA09
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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]
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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]
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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]
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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]
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  - conf/interspeech/HeLMA08
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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

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