Emmanuel Agu

Affiliations:
  • Worcester Polytechnic Institute, Department of Computer Science, MA, USA
  • University of Massachusetts Amherst, MA, USA (PhD)


According to our database1, Emmanuel Agu authored at least 107 papers between 1997 and 2022.

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Bibliography

2022
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU.
IEEE J. Biomed. Health Informatics, 2022

Context-Aware Probabilistic Models for Predicting Future Sedentary Behaviors of Smartphone Users.
J. Heal. Informatics Res., 2022

QCRUFT: Quaternion Context Recognition under Uncertainty using Fusion and Temporal Learning.
Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Recovering the Propensity Score from Biased Positive Unlabeled Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms.
Vis. Informatics, 2021

Smartphone Health Biomarkers: Positive Unlabeled Learning of In-the-Wild Contexts.
IEEE Pervasive Comput., 2021

Visual Analytics of Smartphone-Sensed Human Behavior and Health.
IEEE Computer Graphics and Applications, 2021

Performance Evaluation of COVID-19 Proximity Detection Using Bluetooth LE Signal.
IEEE Access, 2021

Estimation of Blood Alcohol Concentration From Smartphone Gait Data Using Neural Networks.
IEEE Access, 2021

CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data.
Proceedings of the IEEE International Conference on Smart Computing, 2021

Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

PLEADES: Population Level Observation of Smartphone Sensed Symptoms for In-the-wild Data using Clustering.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Learning from Limited Data for Speech-based Traumatic Brain Injury (TBI) Detection.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection.
Proceedings of the IEEE International Conference on Digital Health, 2021

Passive COVID-19 Assessment using Machine Learning on Physiological and Activity Data from Low End Wearables.
Proceedings of the IEEE International Conference on Digital Health, 2021

Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio.
Proceedings of the IEEE International Conference on Digital Health, 2021

Machine Learning Estimation of COVID-19 Social Distance using Smartphone Sensor Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Machine Learning Prediction of TBI from Mobility, Gait and Balance Patterns.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

TBI2Vec: Traumatic Brain Injury Smartphone Sensing using AutoEncoder Embeddings.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Passive Smartphone Contact Tracing and Continuous COVID-19 Infection Risk Assessment.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Variational Open Set Recognition (VOSR).
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

An Explainable Machine Learning Model for Chronic Wound Management Decisions.
Proceedings of the 27th Americas Conference on Information Systems, 2021

2020
Semantic Segmentation of Smartphone Wound Images: Comparative Analysis of AHRF and CNN-Based Approaches.
IEEE Access, 2020

ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms.
Proceedings of the 22nd Eurographics Conference on Visualization, 2020

DeepContext: Parameterized Compatibility-Based Attention CNN for Human Context Recognition.
Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

CRUFT: Context Recognition under Uncertainty using Fusion and Temporal Learning.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

The Exergame Enjoyment Questionnaire (EEQ): An Instrument for Measuring Exergame Enjoyment.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Design of a Machine Learning System for Prediction of Chronic Wound Management Decisions.
Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020

DeepSEAS: Smartphone-based Early Ailment Sensing Using Coupled LSTM AutoEncoders.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

INTOSIS: Interactive Observation of Smartphone Inferred Symptoms for In-The-Wild Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

BurstPU: Classification of Weakly Labeled Datasets with Sequential Bias.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Investigating Transfer Learning of Smartphone-Sensed Stress in University Populations.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Prediction of Chronic Wound Care Decisions Using Machine Learning.
Proceedings of the AMIA 2020, 2020

Do Novice and Expert Users of Clinical Decision Support Tools Need Different Explanations?
Proceedings of the 26th Americas Conference on Information Systems, 2020

2019
Automatic emotion detection in text streams by analyzing Twitter data.
Int. J. Data Sci. Anal., 2019

Fine-Grained Diabetic Wound Depth and Granulation Tissue Amount Assessment Using Bilinear Convolutional Neural Network.
IEEE Access, 2019

Classifying Depression in Imbalanced Datasets Using an Autoencoder- Based Anomaly Detection Approach.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

On Smartphone Sensability of Bi-Phasic User Intoxication Levels from Diverse Walk Types in Standardized Field Sobriety Tests.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

DrunkSelfie: Intoxication Detection from Smartphone Facial Images.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

DroidPatrol: A Static Analysis Plugin For Secure Mobile Software Development.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

COMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Fact or Fiction.
Proc. ACM Hum. Comput. Interact., 2018

Authentic Learning Secure Software Development (SSD) in Computing Education.
Proceedings of the IEEE Frontiers in Education Conference, 2018

2017
Area Determination of Diabetic Foot Ulcer Images Using a Cascaded Two-Stage SVM-Based Classification.
IEEE Trans. Biomed. Eng., 2017

Discover trends in public emotion using social sensing.
SIGWEB Newsl., 2017

AlcoWear: Detecting blood alcohol levels from wearables.
Proceedings of the 2017 IEEE SmartWorld, 2017

Broadening Secure Mobile Software Development (SMSD) Through Curriculum Development (Abstract Only).
Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

Using Social Sensing to Discover Trends in Public Emotion.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

A Rhythm Analysis-Based Model to Predict Sedentary Behaviors.
Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016
Investigating postural sway features, normalization and personalization in detecting blood alcohol levels of smartphone users.
Proceedings of the 2016 IEEE Wireless Health, 2016

Towards sedentary lifestyle prevention: An autoregressive model for predicting sedentary behaviors.
Proceedings of the 10th International Symposium on Medical Information and Communication Technology, 2016

Design Implications of User Experience Studies: The Case of a Diabetes Wellness App.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

A frequency domain algorithm to identify recurrent sedentary behaviors from activity time-series data.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Smartphone-Based Wound Assessment System for Patients With Diabetes.
IEEE Trans. Biomed. Eng., 2015

A Novel Cyber Physical System for 3-D Imaging of the Small Intestine In Vivo.
IEEE Access, 2015

Many-Lights Real Time Global Illumination Using Sparse Voxel Octree.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

A Speech-Based Mobile App for Restaurant Order Recognition and Low-Burden Diet Tracking.
Proceedings of the Smart Health - International Conference, 2015

Location-Dependent Vocabularies and Speaker Style Personalization for Accurate Mobile Diet Recognition.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Exploring Statistical GLCM Texture Features for Classifying Food Images.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Smartphone Inference of Alcohol Consumption Levels from Gait.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

A factorial experiment to investigate naturalistic factors affecting smartphone gait analysis.
Proceedings of the 17th International Conference on E-health Networking, 2015

Smart Coach: A Problem-Solving Mobile App to Support Weight Loss Management.
Proceedings of the AMIA 2015, 2015

2014
A smartphone-based digital hearing aid to mitigate hearing loss at specific frequencies.
Proceedings of the 1st Workshop on Mobile Medical Applications, 2014

RecFit: a context-aware system for recommending physical activities.
Proceedings of the 1st Workshop on Mobile Medical Applications, 2014

On11: an activity recommendation application to mitigate sedentary lifestyle.
Proceedings of the 2014 Workshop on Physical Analytics, 2014

3D Previsualization Using a Computational Photography Camera.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Automatic Multi-light White Balance Using Illumination Gradients and Color Space Projection.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Design of the Feedback Engine for a Diabetes Self-care Smartphone App.
Proceedings of the 20th Americas Conference on Information Systems, 2014

2013
Optimizing adaptive multi-route query processing via time-partitioned indices.
J. Comput. Syst. Sci., 2013

Real-Time dispersive Refraction with Adaptive spectral Mapping.
Int. J. Artif. Intell. Tools, 2013

The smartphone as a medical device: Assessing enablers, benefits and challenges.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Wound image analysis system for diabetics.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Characterizing the Performance and Behaviors of Runners Using Twitter.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Sugar: A Mobile Phone App for Diabetes and Diabetic Wound Management.
Proceedings of the AMIA 2013, 2013

2012
Imperceptible Simplification on Mobile Displays.
Int. J. Handheld Comput. Res., 2012

Malicious WiFi networks: A first look.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Adaptive Spectral Mapping for Real-Time Dispersive Refraction.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

2010
On Balancing Energy Consumption, Rendering Speed, and Image Quality on Mobile Devices.
Int. J. Handheld Comput. Res., 2010

Index tuning for adaptive multi-route data stream systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009
Unequal Error Protection (UEP) for Wavelet-Based Wireless 3D Mesh Transmission.
Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

2008
Development of routing protocols for the solar-powered autonomous underwater vehicle (SAUV) platform.
Wirel. Commun. Mob. Comput., 2008

Adaptive CPU Scheduling to Conserve Energy in Real-Time Mobile Graphics Applications.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Dynamic correction of color appearance on mobile displays.
Proceedings of the Graphics Interface 2008 Conference, 2008

2007
Pareto-Based Perceptual Metric for Imperceptible Simplification on Mobile Displays.
Proceedings of the 28th Annual Conference of the European Association for Computer Graphics, 2007

2006
A middleware architecture for mobile 3D graphics.
Int. J. Parallel Emergent Distributed Syst., 2006

Multiresolution Graphics on Ubiquitous Displays Using Wavelets.
Int. J. Virtual Real., 2006

Unequal error protection for wavelet-based wireless mesh transmission.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Real-time wavelength-dependent rendering pipeline.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

A Campus-Wide Mobile EMS Information Management System.
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

Status packet deprecation and store-forward routing in AUSNet.
Proceedings of the First Workshop on Underwater Networks, WUWNET 2006, Los Angeles, CA, 2006

Physically-Based Real-Time Diffraction Using Spherical Harmonics.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Characteristics of Mobile Web Content.
Proceedings of the 1st IEEE Workshop on Hot Topics in Web Systems and Technologies, 2006

2005
Measuring energy-security tradeoffs in wireless networks.
Proceedings of the 24th IEEE International Performance Computing and Communications Conference, 2005

Spherical Harmonic Lighting of Wavelength-Dependent Phenomena.
Proceedings of the 26th Annual Conference of the European Association for Computer Graphics, 2005

Estimating Mobile Memory Requirements and Rendering Time for Remote Execution of the Graphics Pipeline.
Proceedings of the 26th Annual Conference of the European Association for Computer Graphics, 2005

2004
The effects of loss and latency on user performance in unreal tournament 2003®.
Proceedings of the 3rd Workshop on Network and System Support for Games, 2004

Location Fingerprinting on Infrastructure 802.11 Wireless Local Area Networks Location Fingerprinting on Infrastructure 802.11 Wireless Local Area Networks.
Proceedings of the 29th Annual IEEE Conference on Local Computer Networks (LCN 2004), 2004

Low delay marking for TCP in wireless ad hoc networks.
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004

2003
The effect of latency on user performance in Warcraft III.
Proceedings of the 2nd Workshop on Network and System Support for Games, 2003

A Simple Method for Ray Tracing Diffraction.
Proceedings of the Computational Science and Its Applications, 2003

1997
Mobile extensions to RSVP.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1997), 1997


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