Melvin G. McInnis

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 20

Top Topics

Temporal Dependencies

Specific Domains

Emotion Recognition

Interactive Computer

Top Venues

IEEE Trans. Affect. Comput.

Publications

Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin G. McInnis, Emily Mower Provost
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. INTERSPEECH (2023)
Sydney Hoel, Amanda Victory, Tijana Sagorac Gruichich, Zachary N. Stowe, Melvin G. McInnis, Amy L. Cochran, Emily B. K. Thomas
A Mixed-Methods Analysis of Mobile ACT Responses From Two Cohorts. Frontiers Digit. Health 4 (2022)
John Gideon, Melvin G. McInnis, Emily Mower Provost
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). IEEE Trans. Affect. Comput. 12 (4) (2021)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Jointly Aligning and Predicting Continuous Emotion Annotations. IEEE Trans. Affect. Comput. 12 (4) (2021)
Katie Matton, Melvin G. McInnis, Emily Mower Provost
Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. INTERSPEECH (2019)
John Gideon, Melvin G. McInnis, Emily Mower Provost
Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). CoRR (2019)
Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. INTERSPEECH (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Jointly Aligning and Predicting Continuous Emotion Annotations. CoRR (2019)
John Gideon, Katie Matton, Steve Anderau, Melvin G. McInnis, Emily Mower Provost
When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. CoRR (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain. CoRR (2019)
John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. INTERSPEECH (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Trainable Time Warping: Aligning Time-series in the Continuous-time Domain. ICASSP (2019)
Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. CoRR (2019)
Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. INTERSPEECH (2018)
Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. CoRR (2018)
Jean-Philippe Fortin, Nicholas C. Cullen, Yvette I. Sheline, Warren D. Taylor, Irem Aselcioglu, Philip A. Cook, Phil Adams, Crystal Cooper, Maurizio Fava, Patrick J. McGrath, Melvin G. McInnis, Mary L. Phillips, Madhukar H. Trivedi, Myrna M. Weissman, Russell T. Shinohara
Harmonization of cortical thickness measurements across scanners and sites. NeuroImage 167 (2018)
Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. CoRR (2017)
Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. INTERSPEECH (2017)
Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. INTERSPEECH (2016)
John Gideon, Emily Mower Provost, Melvin G. McInnis
Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. ICASSP (2016)
Zahi N. Karam, Emily Mower Provost, Satinder P. Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis
Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. ICASSP (2014)
Richard C. McEachin, Haiming Chen, Maureen A. Sartor, Scott F. Saccone, Benjamin J. Keller, Alan R. Prossin, James D. Cavalcoli, Melvin G. McInnis
A genetic network model of cellular responses to lithium treatment and cocaine abuse in bipolar disorder. BMC Syst. Biol. 4 (2010)
Richard C. McEachin, Benjamin J. Keller, Erika F. H. Saunders, Melvin G. McInnis
Modeling gene-by-environment interaction in comorbid depression with alcohol use disorders via an integrated bioinformatics approach. BioData Min. 1 (2008)