Gonzalo J. Martínez

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 27

Top Topics

Multilabel Classification

Longitudinal Study

Dempster Shafer

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Proc. ACM Hum. Comput. Interact.

CHI Extended Abstracts

Publications

Thomas Breideband, Robert G. Moulder, Gonzalo J. Martínez, Megan Caruso, Gloria Mark, Aaron D. Striegel, Sidney D'Mello
'Location, Location, Location': An Exploration of Different Workplace Contexts in Remote Teamwork during the COVID-19 Pandemic. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Brandon M. Booth, Hana Vrzakova, Stephen M. Mattingly, Gonzalo J. Martínez, Louis Faust, Sidney K. D'Mello
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers. IEEE Trans. Affect. Comput. 13 (4) (2022)
Thomas Breideband, Gonzalo J. Martínez, Poorna Talkad Sukumar, Megan Caruso, Sidney D'Mello, Aaron D. Striegel, Gloria Mark
Sleep Patterns and Sleep Alignment in Remote Teams during COVID-19. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Koustuv Saha, Vedant Das Swain, Xuhai Xu, Pino G. Audia, Munmun De Choudhury, Anind K. Dey, Aaron Striegel, Andrew T. Campbell
A Survey of Passive Sensing in the Workplace. CoRR (2022)
Thomas Breideband, Gonzalo J. Martínez, Poorna Talkad Sukumar, Megan Caruso, Sidney D'Mello, Aaron D. Striegel, Gloria Mark
Sleep Patterns and Sleep Alignment in Remote Teams during COVID-19. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Pablo Robles-Granda, Suwen Lin, Xian Wu, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Aaron Striegel, Nitesh V. Chawla, Sidney D'Mello, Julie M. Gregg, Kari Nies, Gloria Mark, Ted Grover, Andrew T. Campbell, Shayan Mirjafari, Koustuv Saha, Munmun De Choudhury, Anind K. Dey
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being. IEEE Comput. Intell. Mag. 16 (2) (2021)
Stephen M. Mattingly, Ted Grover, Gonzalo J. Martínez, Talayeh Aledavood, Pablo Robles-Granda, Kari Nies, Aaron Striegel, Gloria Mark
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing. npj Digit. Medicine 4 (2021)
Koustuv Saha, Ted Grover, Stephen M. Mattingly, Vedant Das Swain, Pranshu Gupta, Gonzalo J. Martínez, Pablo Robles-Granda, Gloria Mark, Aaron Striegel, Munmun De Choudhury
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Gonzalo J. Martínez, Grigoriy Dubrovskiy, Shangyue Zhu, Alamin Mohammed, Hai Lin, J. Nicholas Laneman, Aaron D. Striegel, Ravikumar V. Pragada, Douglas R. Castor
An Open, Real-World Dataset of Cellular UAV Communication Properties. ICCCN (2021)
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Stephen M. Mattingly, Vedant Das Swain, Aaron Striegel, Pino G. Audia, Andrew T. Campbell
Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing. IEEE Pervasive Comput. 20 (4) (2021)
Koustuv Saha, Jordyn Seybolt, Stephen M. Mattingly, Talayeh Aledavood, Chaitanya Konjeti, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Munmun De Choudhury
What Life Events are Disclosed on Social Media, How, When, and By Whom? CHI (2021)
Poorna Talkad Sukumar, Thomas Breideband, Gonzalo J. Martínez, Megan Caruso, Sierra Rose, Cooper Steputis, Sidney D'Mello, Gloria Mark, Aaron Striegel
Designing an Interactive Visualization System for Monitoring Participant Compliance in a Large-Scale, Longitudinal Study. CHI Extended Abstracts (2021)
Shayan Mirjafari, Hessam Bagherinezhad, Subigya Nepal, Gonzalo J. Martínez, Koustuv Saha, Mikio Obuchi, Pino G. Audia, Nitesh V. Chawla, Anind K. Dey, Aaron Striegel, Andrew T. Campbell
Predicting Job Performance Using Mobile Sensing. IEEE Pervasive Comput. 20 (4) (2021)
Subigya Nepal, Shayan Mirjafari, Gonzalo J. Martínez, Pino G. Audia, Aaron Striegel, Andrew T. Campbell
Detecting Job Promotion in Information Workers Using Mobile Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D'Mello, Gonzalo J. Martínez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T. Campbell, Munmun De Choudhury, Anind D. Dey, Julie M. Gregg, Ted Grover, Stephen M. Mattingly, Shayan Mirjafari, Edward Moskal, Aaron Striegel, Nitesh V. Chawla
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being. CoRR (2020)
Poorna Talkad Sukumar, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Sidney K. D'Mello, Nitesh V. Chawla, Stephen M. Mattingly, Aaron D. Striegel
Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs. EuroVis (Short Papers) (2020)
Suwen Lin, Xian Wu, Gonzalo J. Martínez, Nitesh V. Chawla
Filling Missing Values on Wearable-Sensory Time Series Data. SDM (2020)
Suwen Lin, Louis Faust, Sidney D'Mello, Gonzalo J. Martínez, Nitesh V. Chawla
MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data. IEEE BigData (2020)
Gonzalo J. Martínez, Stephen M. Mattingly, Jessica Young, Louis Faust, Anind K. Dey, Andrew T. Campbell, Munmun De Choudhury, Shayan Mirjafari, Subigya K. Nepal, Pablo Robles-Granda, Koustuv Saha, Aaron D. Striegel
Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams. PerCom Workshops (2020)
Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Subigya K. Nepal, Andrew T. Campbell, Anind K. Dey, Aaron D. Striegel
On the Quality of Real-world Wearable Data in a Longitudinal Study of Information Workers. PerCom Workshops (2020)
Poorna Talkad Sukumar, Thomas Breideband, Gonzalo J. Martínez, Megan Caruso, Sierra Rose, Cooper Steputis, Sidney D'Mello, Gloria Mark, Aaron Striegel
Designing an Interactive Visualization System for Monitoring Participant Compliance in a Large-Scale, Longitudinal Study. CoRR (2020)
Shayan Mirjafari, Kizito Masaba, Ted Grover, Weichen Wang, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Anind K. Dey, Sidney K. D'Mello, Ge Gao, Julie M. Gregg, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Vedant Das Swain, Koustuv Saha, Hemang Rajvanshy, Anusha Sirigiri, Julie M. Gregg, Suwen Lin, Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Andrew T. Campbell, Nitesh V. Chawla, Sidney D'Mello, Anind K. Dey, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Louis Tay, Gregory D. Abowd, Munmun De Choudhury
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Koustuv Saha, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Munmun De Choudhury, Sidney K. D'Mello, Anind K. Dey, Ge Gao, Julie M. Gregg, Krithika Jagannath, Gloria Mark, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Anusha Sirigiri, Aaron Striegel, Dong Whi Yoo
Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing. CHI Extended Abstracts (2019)
Koustuv Saha, Raghu Mulukutla, Kari Nies, Pablo Robles-Granda, Anusha Sirigiri, Dong Whi Yoo, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Sidney K. D'Mello, Anind K. Dey, Manikanta D. Reddy, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Munmun De Choudhury, Vedant Das Swain, Julie M. Gregg, Ted Grover, Suwen Lin, Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior. ACII (2019)
Stephen M. Mattingly, Julie M. Gregg, Pino G. Audia, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Sidney K. D'Mello, Anind K. Dey, Ge Gao, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martínez, Kizito Masaba, Shayan Mirjafari, Edward Moskal, Raghu Mulukutla, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel
Multimodal Sensing of Information Workers. CHI Extended Abstracts (2019)
Nikolaus Kleber, Abbas Termos, Gonzalo J. Martínez, John Merritt, Bertrand M. Hochwald, Jonathan D. Chisum, Aaron Striegel, J. Nicholas Laneman
RadioHound: A pervasive sensing platform for sub-6 GHz dynamic spectrum monitoring. DySPAN (2017)
Gonzalo J. Martínez, Leonardo Val
Capataz: a framework for distributing algorithms via the World Wide Web. CLEI Electron. J. 18 (2) (2015)
Gonzalo J. Martínez, Leonardo Val
Implementing crossplatform distributed algorithms using standard web technologies. CLEI (2014)