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2020 – today
- 2022
[j3]M. L. Tlachac, Ricardo Flores, Miranda Reisch, Rimsha Kayastha, Nina Taurich, Veronica Melican, Connor Bruneau, Hunter Caouette, Joshua Lovering, Ermal Toto, Elke A. Rundensteiner:
StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 76:1-76:32 (2022)- [c13]Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
AudiFace: Multimodal Deep Learning for Depression Screening. MLHC 2022: 609-630 - 2021
- [c12]Ermal Toto, M. L. Tlachac
, Elke A. Rundensteiner:
AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening. CIKM 2021: 4145-4154 - [c11]Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews. ICMLA 2021: 595-600 - [c10]M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner:
EMU: Early Mental Health Uncovering Framework and Dataset. ICMLA 2021: 1311-1318 - [c9]Julie Ma, Sarah Akbar, Torey Battelle, Kevin L. Brandt, Eric Brown, Dana Brunson, Dhruva Chakravorty, Thomas E. Cheatham, Bhushan Chitre, Adrian Del Maestro, Andrea Elledge, Vikram Gazula, John Goodhue, James Griffioen, Abigail Hyde, Douglas M. Jennewein, Shelley Knuth, B. J. Lougee, Timothy Middelkoop, Sasmita Mohapatra, Sia Najafi, Kaylea Nelson, Lisa Perez, Bruce Segee, Julia Sheats, Andrew H. Sherman, Christopher Simmons, Ermal Toto, Scott Valcourt, Lucas Varella, Ralph Zottola:
The Connect.Cyberinfrastructure Portal. PEARC 2021: 51:1-51:4 - 2020
- [c8]M. L. Tlachac, Adam Sargent, Ermal Toto, Randy C. Paffenroth, Elke A. Rundensteiner:
Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection. ICMLA 2020: 302-307 - [c7]Ermal Toto, M. L. Tlachac, Francis Lee Stevens, Elke A. Rundensteiner:
Audio-based Depression Screening using Sliding Window Sub-clip Pooling. ICMLA 2020: 791-796
2010 – 2019
- 2019
- [j2]Arthur Marka, Joi Carter, Ermal Toto, Saeed Hassanpour:
Automated detection of nonmelanoma skin cancer using digital images: a systematic review. BMC Medical Imaging 19(1): 21:1-21:12 (2019) - [j1]Abhishek Mukherji, Xika Lin, Ermal Toto, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward:
FIRE: a two-level interactive visualization for deep exploration of association rules. Int. J. Data Sci. Anal. 7(3): 201-226 (2019) - [c6]M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression. BHI 2019: 1-4 - 2018
- [c5]Ermal Toto, Brendan J. Foley, Elke A. Rundensteiner:
Improving Emotion Detection with Sub-clip Boosting. ECML/PKDD (3) 2018: 37-52 - 2016
- [c4]Ermal Toto, Elke A. Rundensteiner, Yanhua Li, Richard Jordan, Mariya Ishutkina, Kajal T. Claypool, Jun Luo, Fan Zhang:
PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations. ECML/PKDD (3) 2016: 112-128 - 2013
- [c3]Janice D. Gobert, Ermal Toto, Michael Brigham, Michael Sao Pedro:
Searching for Predictors of Learning Outcomes in Non Abstract Eye Movement Logs. AIED 2013: 799-802 - 2011
- [c2]Janice D. Gobert, Michael Sao Pedro, Orlando Montalvo, Ermal Toto, Matthew Bachmann, Ryan S. Baker:
The Science Assistments Project: Intelligent tutoring for scientific inquiry skills. CogSci 2011 - 2010
- [c1]Janice D. Gobert, Orlando Montalvo, Ermal Toto, Michael Sao Pedro, Ryan Shaun Joazeiro de Baker:
The Science Assistments Project: Scaffolding Scientific Inquiry Skills. Intelligent Tutoring Systems (2) 2010: 445
Coauthor Index
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