Emmanuel O. Agu

25 papers A* 1A 1B 2C 3Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech.
Comput. Speech Lang.
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
2025 B conf
A Genetic Neural Architecture Search Framework to Predict Biomarker Status in Cardiovascular Disease Patients during Pandemics.
CHASE
Trusting Inekwe, Emmanuel O. Agu, Winnie Mkandawire, Andrés Colubri
2025 J jnl
Early Time Series Classification Using Reinforcement Learning for Pre-Symptomatic Covid-19 Screening From Imbalanced Health Tracker Data.
IEEE J. Biomed. Health Informatics
Atifa Sarwar, Abdulsalam Almadani, Emmanuel O. Agu
2025 A* conf
Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition.
PerCom
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2025 J jnl
Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition.
CoRR
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2024 C conf
Contrastive Learning with Auxiliary User Detection for Identifying Activities.
ICMLA
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2024 J jnl
Contrastive Learning with Auxiliary User Detection for Identifying Activities.
CoRR
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2024 J jnl
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition.
CoRR
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2024 J jnl
Heterogeneous Hyper-Graph Neural Networks for Context-aware Human Activity Recognition.
CoRR
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2023 J jnl
ADL-GAN: Data Augmentation to Improve In-the-Wild ADL Recognition Using GANs.
IEEE Access
Apiwat Ditthapron, Adam C. Lammert, Emmanuel O. Agu
2023 J jnl
CovidRhythm: A Deep Learning Model for Passive Prediction of Covid-19 using Biobehavioral Rhythms Derived from Wearable Physiological Data.
CoRR
Atifa Sarwar, Emmanuel O. Agu
2023 J jnl
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2023 — conf
Heterogeneous Hyper-Graph Neural Networks for Context-Aware Human Activity Recognition.
PerCom Workshops
Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee
2023 A conf
Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health.
INTERSPEECH
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
2023 J jnl
Masking Kernel for Learning Energy-Efficient Speech Representation.
CoRR
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
2023 C conf
On Rejecting Low Quality Images to Improve Deep Smartphone Wound Assessment.
ICMLA
Apiwat Ditthapron, Emmanuel O. Agu, Peder C. Pedersen, Clifford Lindsay, Bengisu Tulu, Diane M. Strong
2022 J jnl
Context-Aware Probabilistic Models for Predicting Future Sedentary Behaviors of Smartphone Users.
J. Heal. Informatics Res.
Qian He, Emmanuel O. Agu
2022 J jnl
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU.
IEEE J. Biomed. Health Informatics
Apiwat Ditthapron, Adam C. Lammert, Emmanuel O. Agu
2022 — conf
QCRUFT: Quaternion Context Recognition under Uncertainty using Fusion and Temporal Learning.
ICSC
Wen Ge, Emmanuel O. Agu
2021 — conf
An Explainable Machine Learning Model for Chronic Wound Management Decisions.
AMCIS
Haadi Mombini, Bengisu Tulu, Diane M. Strong, Emmanuel O. Agu, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn
2021 C conf
Learning from Limited Data for Speech-based Traumatic Brain Injury (TBI) Detection.
ICMLA
Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert
2020 — conf
Do Novice and Expert Users of Clinical Decision Support Tools Need Different Explanations?
AMCIS
Haadi Mombini, Bengisu Tulu, Diane M. Strong, Emmanuel O. Agu, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn
2017 B conf
A Rhythm Analysis-Based Model to Predict Sedentary Behaviors.
CHASE
Qian He, Emmanuel O. Agu
2016 — conf
A frequency domain algorithm to identify recurrent sedentary behaviors from activity time-series data.
BHI
Qian He, Emmanuel O. Agu
2016 — conf
Towards sedentary lifestyle prevention: An autoregressive model for predicting sedentary behaviors.
ISMICT
Qian He, Emmanuel O. Agu