Melvin G. McInnis

According to our database, Melvin G. McInnis authored at least 19 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Integrative Ontology of Bipolar Disorder (OBD): Advancing Bipolar Disorder Research Through an Interoperable Ontological Framework.

Yujia Tian, Yongqun He, Rachel L. Richesson, Melvin G. McInnis

Proceedings of the Advances in Conceptual Modeling, 2024

2023

Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder.

Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

A Mixed-Methods Analysis of Mobile ACT Responses From Two Cohorts.

Sydney Hoel, Amanda Victory, Tijana Sagorac Gruichich, Zachary N. Stowe, Melvin G. McInnis, Amy L. Cochran, Emily B. K. Thomas

Frontiers Digit. Health, 2022

2021

Jointly Aligning and Predicting Continuous Emotion Annotations.

Soheil Khorram, Melvin G. McInnis, Emily Mower Provost

IEEE Trans. Affect. Comput., 2021

Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG).

John Gideon, Melvin G. McInnis, Emily Mower Provost

IEEE Trans. Affect. Comput., 2021

2019

When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations.

John Gideon, Katie Matton, Steve Anderau, Melvin G. McInnis, Emily Mower Provost

CoRR, 2019

Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG).

John Gideon, Melvin G. McInnis, Emily Mower Provost

CoRR, 2019

Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder.

Katie Matton, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation.

John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Identifying Mood Episodes Using Dialogue Features from Clinical Interviews.

Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Trainable Time Warping: Aligning Time-series in the Continuous-time Domain.

Soheil Khorram, Melvin G. McInnis, Emily Mower Provost

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Harmonization of cortical thickness measurements across scanners and sites.

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

NeuroImage, 2018

The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild.

Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition.

Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge.

Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder.

John Gideon, Emily Mower Provost, Melvin G. McInnis

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech.

Zahi N. Karam, Emily Mower Provost, Satinder Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis

Proceedings of the IEEE International Conference on Acoustics, 2014

2010

A genetic network model of cellular responses to lithium treatment and cocaine abuse in bipolar disorder.

Richard C. McEachin, Haiming Chen, Maureen A. Sartor, Scott F. Saccone, Benjamin J. Keller, Alan R. Prossin, James D. Cavalcoli, Melvin G. McInnis

BMC Syst. Biol., 2010

2008

Modeling gene-by-environment interaction in comorbid depression with alcohol use disorders via an integrated bioinformatics approach.

Richard C. McEachin, Benjamin J. Keller, Erika F. H. Saunders, Melvin G. McInnis

BioData Min., 2008