Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text. - François Mairesse; Marilyn A. Walker; Matthias R. Mehl; Roger K. Moore (J. Artif. Intell. Res., 2007)

The sounds of social life: observing humans in their natural habitat. - Matthias R. Mehl (ICMI, 2011)

The sounds of social life: naturalistic (acoustic) observation sampling. - Matthias R. Mehl; Fenne große Deters (J-HGBU@MM, 2011)

Social engagement and user immersion in a socially based virtual world. - Austin M. Grinberg; Jesus Serrano Careaga; Matthias R. Mehl; Mary-Frances O'Connor (Comput. Hum. Behav., 2014)

BigEAR: Inferring the Ambient and Emotional Correlates from Smartphone-Based Acoustic Big Data. - Harishchandra Dubey; Matthias R. Mehl; Kunal Mankodiya (CHASE, 2016)

Feature Importance and Predictive Modeling for Multi-source Healthcare Data with Missing Values. - Karthik Srinivasan; Faiz Currim; Sudha Ram; Casey Lindberg; Esther M. Sternberg; Perry Skeath; Bijan Najafi; Javad Razjouyan; Hyo-Ki Lee; Colin Foe-Parker; Nicole Goebel; Reuben Herzl; et al. (Digital Health, 2016)

Social responses to Facebook status updates: The role of extraversion and social anxiety. - Fenne große Deters; Matthias R. Mehl; Michael Eid (Comput. Hum. Behav., 2016)

A longitudinal exploration of the relations between electronic word-of-mouth indicators and firms' profitability: Findings from the banking industry. - Chuanyi Tang; Matthias R. Mehl; Mary Ann Eastlick; Wu He; Noel A. Card (Int. J. Inf. Manag., 2016)

A Regularization Approach for Identifying Cumulative Lagged Effects in Smart Health Applications. - Karthik Srinivasan; Faiz Currim; Sudha Ram; Matthias R. Mehl; Casey Lindberg; Esther M. Sternberg; Perry Skeath; Davida Herzl; Reuben Herzl; Melissa M. Lunden; Nicole Goebel; Scott Andrews; et al. (DH, 2017)

Automatic Detection of Everyday Social Behaviours and Environments from Verbatim Transcripts of Daily Conversations. - Kristina Y. Yordanova; Burcu Demiray; Matthias R. Mehl; Mike Martin (PerCom, 2019)

Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices. - Rajat Hebbar; Pavlos Papadopoulos; Ramon Reyes; Alexander F. Danvers; Angelina J. Polsinelli; Suzanne A. Moseley; David A. Sbarra; Matthias R. Mehl; Shrikanth Narayanan (EURASIP J. Audio Speech Music. Process., 2021)

Discovery of associative patterns between workplace sound level and physiological wellbeing using wearable devices and empirical Bayes modeling. - Karthik Srinivasan; Faiz Currim; Casey Lindberg; Javad Razjouyan; Brian Gilligan; Hyo-Ki Lee; Kelli Canada; Nicole Goebel; Matthias R. Mehl; Melissa M. Lunden; Judith Heerwagen; Bijan Najafi; et al. (npj Digit. Medicine, 2023)