Evolving Four-Part Harmony Using Genetic Algorithms. - Patrick J. Donnelly; John W. Sheppard (EvoApplications (2), 2011)

Classification of Musical Timbre Using Bayesian Networks. - Patrick J. Donnelly; John W. Sheppard (Comput. Music. J., 2013)

Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification. - Patrick J. Donnelly; John W. Sheppard (FLAIRS, 2014)

Cross-Dataset Validation of Feature Sets in Musical Instrument Classification. - Patrick J. Donnelly; John W. Sheppard (ICDM Workshops, 2015)

Semi-Automatic Detection of Teacher Questions from Human-Transcripts of Audio in Live Classrooms. - Nathaniel Blanchard; Patrick J. Donnelly; Andrew Olney; Borhan Samei; Sean Kelly; Xiaoyi Sun; Brooke Ward; Martin Nystrand; Sidney K. D'Mello (EDM, 2016)

The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System. - Stephen Hutt; Caitlin Mills 001; Shelby White; Patrick J. Donnelly; Sidney K. D'Mello (EDM, 2016)

Multi-sensor modeling of teacher instructional segments in live classrooms. - Patrick J. Donnelly; Nathaniel Blanchard; Borhan Samei; Andrew McGregor Olney; Xiaoyi Sun; Brooke Ward; Sean Kelly; Martin Nystrand; Sidney K. D'Mello (ICMI, 2016)

Identifying Teacher Questions Using Automatic Speech Recognition in Classrooms. - Nathaniel Blanchard; Patrick J. Donnelly; Andrew McGregor Olney; Borhan Samei; Brooke Ward; Xiaoyi Sun; Sean Kelly; Martin Nystrand; Sidney K. D'Mello (SIGDIAL Conference, 2016)

Automatic Teacher Modeling from Live Classroom Audio. - Patrick J. Donnelly; Nathan Blanchard; Borhan Samei; Andrew McGregor Olney; Xiaoyi Sun; Brooke Ward; Sean Kelly; Martin Nystrand; Sidney K. D'Mello (UMAP, 2016)

Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing. - Angela Stewart; Nigel Bosch; Huili Chen; Patrick J. Donnelly; Sidney K. D'Mello (UMAP, 2016)

Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension. - Angela Stewart; Nigel Bosch; Huili Chen; Patrick J. Donnelly; Sidney K. D'Mello (AIED, 2017)

Assessing the Dialogic Properties of Classroom Discourse: Proportion Models for Imbalanced Classes. - Andrew Olney; Borhan Samei; Patrick J. Donnelly; Sidney D'Mello (EDM, 2017)

Words matter: automatic detection of teacher questions in live classroom discourse using linguistics, acoustics, and context. - Patrick J. Donnelly; Nathaniel Blanchard; Andrew McGregor Olney; Sean Kelly; Martin Nystrand; Sidney K. D'Mello (LAK, 2017)

Utterance-level Modeling of Indicators of Engaging Classroom Discourse. - Cathlyn Stone; Patrick J. Donnelly; Meghan Dale; Sarah Capello; Sean Kelly; Amanda Godley; Sidney K. D'Mello (EDM, 2019)

Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning. - Emily Jensen; Meghan Dale; Patrick J. Donnelly; Cathlyn Stone; Sean Kelly; Amanda Godley; Sidney K. D'Mello (CHI, 2020)

Transcription of Audio to MIDI Using Deep Learning. - Patrick J. Donnelly; Victoria Ebert (ICFSP, 2022)

Short-Term River Forecasting with a Stacked Ensemble of Tributary Models. - Patrick J. Donnelly; Orion Junkins (ICFSP, 2022)

Detecting Ultrasonic Harbor Porpoise Clicks with Hetrodyning and Teager-Kaiser Energy Operator. - Patrick J. Donnelly; Daniel De Leon; David K. Mellinger (ICFSP, 2022)

Identifying Sentiment from Crowd Audio. - Patrick J. Donnelly; Alex Prestwich (ICFSP, 2022)

Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media Discourse. - Patrick J. Donnelly; Aidan Beery (ICNLSP, 2022)

Transposition of Simple Waveforms from Raw Audio with Deep Learning. - Patrick J. Donnelly; Parker Carlson (EvoMUSART@EvoStar, 2023)

Deep Learning Approaches for Sung Vowel Classification. - Parker Carlson; Patrick J. Donnelly (EvoMUSART, 2024)

Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN. - Shaurya Gaur; Patrick J. Donnelly (EvoMUSART, 2024)

Smart Compost Bin for Measurement of Consumer Food Waste. - Aidan J. Beery; Daniel W. Eastman; Jake Enos; William Richards; Patrick J. Donnelly (ICMI Companion, 2024)

Exploring the potential of AI-driven food waste management strategies used in the hospitality industry for application in household settings. - Quintana M. Clark; Disha Basavaraja Kanavikar; Jason V. Clark; Patrick J. Donnelly (Frontiers Artif. Intell., 2024)

EmotioNotes Dataset: Decoding Emotions in Classical Music Through Concert Program Notes. - Pratik Khanal; Patrick J. Donnelly (EvoMUSART, 2025)