Diagnosing Stream-Mined Model Changes of Monitored Requirements for Cognitive Rehabilitation. - William N. Robinson; Arash Akhlaghi; Tianjie Deng; Ali Raza Syed (HICSS, 2011)

Pattern Discovery of User Interface Sequencing by Rehabilitation Clients with Cognitive Impairments. - William N. Robinson; Ali Raza Syed; Arash Akhlaghi; Tianjie Deng (HICSS, 2012)

Discovery and diagnosis of behavioral transitions in patient event streams. - William N. Robinson; Arash Akhlaghi; Tianjie Deng; Ali Raza Syed (ACM Trans. Manag. Inf. Syst., 2012)

Automatic recognition of unified parkinson's disease rating from speech with acoustic, i-vector and phonotactic features. - Guozhen An; David Guy Brizan; Min Ma; Michelle Morales; Ali Raza Syed; Andrew Rosenberg (INTERSPEECH, 2015)

Supervised and unsupervised active learning for automatic speech recognition of low-resource languages. - Ali Raza Syed; Andrew Rosenberg; Ellen Kislal (ICASSP, 2016)

Active learning for low-resource speech recognition: Impact of selection size and language modeling data. - Ali Raza Syed; Andrew Rosenberg; Michael I. Mandel (ICASSP, 2017)

Concatenative Resynthesis with Improved Training Signals for Speech Enhancement. - Ali Raza Syed; Viet Anh Trinh; Michael I. Mandel (INTERSPEECH, 2018)

Towards Large Scale Ecoacoustic Monitoring with Small Amounts of Labeled Data. - Enis Berk Çoban; Ali Raza Syed; Dara Pir; Michael I. Mandel (WASPAA, 2021)

Prototyping a Spatial Skills AR Authoring Tool for Partially Sighted, Blind, and Sighted Individuals. - Erin Lee; Mitali Kamat; Lucas Temor; Christopher M. Schiafone; Lillian Fan; Jessie Liu; Peter Coppin; Alvaro Uribe-Quevedo; Robert Ingino; Ali Raza Syed; David Rojas; Teresa Lee; et al. (GEM, 2022)

Data-Centric Machine Learning for Speech and Audio. - Ali Raza Syed (2022)

Estimating Shapley Values of Training Utterances for Automatic Speech Recognition Models. - Ali Raza Syed; Michael I. Mandel (ICASSP, 2023)

Data-Centric Methods for Environmental Sound Classification With Limited Labels. - Ali Raza Syed; Enis Berk Çoban; Dara Pir; Michael I. Mandel (IEEE ACM Trans. Audio Speech Lang. Process., 2024)