Melvin G. McInnis

25 papers A 7Misc 3Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Emotion Recognition in the Real World: Passively Collecting and Estimating Emotions From Natural Speech Data of Individuals With Bipolar Disorder. IEEE Trans. Affect. Comput. Emily Mower Provost, Sarah H. Sperry, James Tavernor, Steve Anderau, Anastasia Yocum, Melvin G. McInnis
2024	—	`conf`	Integrative Ontology of Bipolar Disorder (OBD): Advancing Bipolar Disorder Research Through an Interoperable Ontological Framework. ER (Workshops) Yujia Tian, Yongqun He, Rachel L. Richesson, Melvin G. McInnis
2023	A	`conf`	Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. INTERSPEECH Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin G. McInnis, Emily Mower Provost
2022	J	`jnl`	A Mixed-Methods Analysis of Mobile ACT Responses From Two Cohorts. Frontiers Digit. Health Sydney Hoel, Amanda Victory, Tijana Sagorac Gruichich, Zachary N. Stowe, Melvin G. McInnis, Amy L. Cochran, Emily B. K. Thomas
2021	J	`jnl`	Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). IEEE Trans. Affect. Comput. John Gideon, Melvin G. McInnis, Emily Mower Provost
2021	J	`jnl`	Jointly Aligning and Predicting Continuous Emotion Annotations. IEEE Trans. Affect. Comput. Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
2019	J	`jnl`	Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). CoRR John Gideon, Melvin G. McInnis, Emily Mower Provost
2019	A	`conf`	Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. INTERSPEECH John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost
2019	A	`conf`	Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. INTERSPEECH Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
2019	J	`jnl`	Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. CoRR Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
2019	A	`conf`	Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. INTERSPEECH Katie Matton, Melvin G. McInnis, Emily Mower Provost
2019	J	`jnl`	Jointly Aligning and Predicting Continuous Emotion Annotations. CoRR Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
2019	J	`jnl`	Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain. CoRR Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
2019	Misc	`conf`	Trainable Time Warping: Aligning Time-series in the Continuous-time Domain. ICASSP Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
2019	J	`jnl`	When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. CoRR John Gideon, Katie Matton, Steve Anderau, Melvin G. McInnis, Emily Mower Provost
2018	J	`jnl`	Harmonization of cortical thickness measurements across scanners and sites. NeuroImage 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
2018	A	`conf`	The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. INTERSPEECH Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
2018	J	`jnl`	The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. CoRR Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
2017	A	`conf`	Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. INTERSPEECH Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
2017	J	`jnl`	Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. CoRR Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
2016	Misc	`conf`	Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. ICASSP John Gideon, Emily Mower Provost, Melvin G. McInnis
2016	A	`conf`	Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. INTERSPEECH Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost
2014	Misc	`conf`	Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. ICASSP Zahi N. Karam, Emily Mower Provost, Satinder Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis
2010	J	`jnl`	A genetic network model of cellular responses to lithium treatment and cocaine abuse in bipolar disorder. BMC Syst. Biol. Richard C. McEachin, Haiming Chen, Maureen A. Sartor, Scott F. Saccone, Benjamin J. Keller, Alan R. Prossin, James D. Cavalcoli, Melvin G. McInnis
2008	J	`jnl`	Modeling gene-by-environment interaction in comorbid depression with alcohol use disorders via an integrated bioinformatics approach. BioData Min. Richard C. McEachin, Benjamin J. Keller, Erika F. H. Saunders, Melvin G. McInnis