Ermal Toto

17 papers A 2B 2C 4Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Voice Recordings from Short Mobile Sessions versus Clinical Interviews for Mental Illness Screening: A Comparative Study with Deep Transfer Learning.
ACM Trans. Comput. Heal.
M. L. Tlachac, Miranda Reisch, Avantika Shrestha, Ricardo Flores, Ermal Toto, Elke A. Rundensteiner
2022 — conf
AudiFace: Multimodal Deep Learning for Depression Screening.
MLHC
Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2022 J jnl
StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
M. L. Tlachac, Ricardo Flores, Miranda Reisch, Rimsha Kayastha, Nina Taurich, Veronica Melican, Connor Bruneau, Hunter Caouette, Joshua Lovering, Ermal Toto, Elke A. Rundensteiner
2021 A conf
AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening.
CIKM
Ermal Toto, M. L. Tlachac, Elke A. Rundensteiner
2021 C conf
Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews.
ICMLA
Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2021 C conf
EMU: Early Mental Health Uncovering Framework and Dataset.
ICMLA
M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner
2021 — conf
The Connect.Cyberinfrastructure Portal.
PEARC
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 A. Valcourt, Lucas Varella, Ralph Zottola
2020 C conf
Audio-based Depression Screening using Sliding Window Sub-clip Pooling.
ICMLA
Ermal Toto, M. L. Tlachac, Francis Lee Stevens, Elke A. Rundensteiner
2020 C conf
Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection.
ICMLA
M. L. Tlachac, Adam Sargent, Ermal Toto, Randy C. Paffenroth, Elke A. Rundensteiner
2019 J jnl
Automated detection of nonmelanoma skin cancer using digital images: a systematic review.
BMC Medical Imaging
Arthur Marka, Joi Carter, Ermal Toto, Saeed Hassanpour
2019 J jnl
FIRE: a two-level interactive visualization for deep exploration of association rules.
Int. J. Data Sci. Anal.
Abhishek Mukherji, Xika Lin, Ermal Toto, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward
2019 — conf
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression.
BHI
M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2018 — conf
Improving Emotion Detection with Sub-clip Boosting.
ECML/PKDD (3)
Ermal Toto, Brendan J. Foley, Elke A. Rundensteiner
2016 — conf
PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations.
ECML/PKDD (3)
Ermal Toto, Elke A. Rundensteiner, Yanhua Li, Richard Jordan, Mariya Ishutkina, Kajal T. Claypool, Jun Luo, Fan Zhang
2013 A conf
Searching for Predictors of Learning Outcomes in Non Abstract Eye Movement Logs.
AIED
Janice D. Gobert, Ermal Toto, Michael Brigham, Michael Sao Pedro
2011 B conf
The Science Assistments Project: Intelligent tutoring for scientific inquiry skills.
CogSci
Janice D. Gobert, Michael Sao Pedro, Orlando Montalvo, Ermal Toto, Matthew Bachmann, Ryan S. Baker
2010 B conf
The Science Assistments Project: Scaffolding Scientific Inquiry Skills.
Intelligent Tutoring Systems (2)
Janice D. Gobert, Orlando Montalvo, Ermal Toto, Michael Sao Pedro, Ryan Shaun Joazeiro de Baker