Emmanuel O. Agu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Human Activity Recognition

Clinical Decision Support

Low Quality Images

Top Venues

Publications

Apiwat Ditthapron, Adam C. Lammert, Emmanuel O. Agu
ADL-GAN: Data Augmentation to Improve In-the-Wild ADL Recognition Using GANs. IEEE Access 11 (2023)
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
Heterogeneous Hyper-Graph Neural Networks for Context-Aware Human Activity Recognition. PerCom Workshops (2023)
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health. INTERSPEECH (2023)
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
Masking Kernel for Learning Energy-Efficient Speech Representation. CoRR (2023)
Atifa Sarwar, Emmanuel O. Agu
CovidRhythm: A Deep Learning Model for Passive Prediction of Covid-19 using Biobehavioral Rhythms Derived from Wearable Physiological Data. CoRR (2023)
Apiwat Ditthapron, Emmanuel O. Agu, Peder C. Pedersen, Clifford Lindsay, Bengisu Tulu, Diane M. Strong
On Rejecting Low Quality Images to Improve Deep Smartphone Wound Assessment. ICMLA (2023)
Qian He, Emmanuel O. Agu
Context-Aware Probabilistic Models for Predicting Future Sedentary Behaviors of Smartphone Users. J. Heal. Informatics Res. 6 (1) (2022)
Apiwat Ditthapron, Adam C. Lammert, Emmanuel O. Agu
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Wen Ge, Emmanuel O. Agu
QCRUFT: Quaternion Context Recognition under Uncertainty using Fusion and Temporal Learning. ICSC (2022)
Haadi Mombini, Bengisu Tulu, Diane M. Strong, Emmanuel O. Agu, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn
An Explainable Machine Learning Model for Chronic Wound Management Decisions. AMCIS (2021)
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
Learning from Limited Data for Speech-based Traumatic Brain Injury (TBI) Detection. ICMLA (2021)
Haadi Mombini, Bengisu Tulu, Diane M. Strong, Emmanuel O. Agu, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn
Do Novice and Expert Users of Clinical Decision Support Tools Need Different Explanations? AMCIS (2020)
Qian He, Emmanuel O. Agu
A Rhythm Analysis-Based Model to Predict Sedentary Behaviors. CHASE (2017)
Qian He, Emmanuel O. Agu
Towards sedentary lifestyle prevention: An autoregressive model for predicting sedentary behaviors. ISMICT (2016)
Qian He, Emmanuel O. Agu
A frequency domain algorithm to identify recurrent sedentary behaviors from activity time-series data. BHI (2016)