Emmanuel Agu
Orcid: 0000-0002-3361-4952Affiliations:
- 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 131 papers
between 1997 and 2023.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2023
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023
Vis. Informatics, June, 2023
Search and Evaluation of Coevolving Problem and Solution Spaces in a Complex Healthcare Design Science Research Project.
IEEE Trans. Engineering Management, March, 2023
Sensors, March, 2023
CovidRhythm: A Deep Learning Model for Passive Prediction of Covid-19 using Biobehavioral Rhythms Derived from Wearable Physiological Data.
CoRR, 2023
IEEE Access, 2023
Heterogeneous Hyper-Graph Neural Networks for Context-Aware Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Population-Level Visual Analytics of Smartphone Sensed Health and Wellness Using Community Phenotypes.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
HCM-Dynamic-Echo: A Framework for Detecting Hypertrophic Cardiomyopathy (HCM) in Echocardiograms.
Proceedings of the IEEE International Conference on Digital Health, 2023
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023
Machine Learning Prediction of Just Dance Exergame Enjoyment from Mobile Sensor Data.
Proceedings of the IEEE Conference on Games, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Breast Cancer Tumor Classification Using a Bag of Deep Multi-Resolution Convolutional Features.
Informatics, December, 2022
OA-Pain-Sense: Machine Learning Prediction of Hip and Knee Osteoarthritis Pain from IMU Data.
Informatics, December, 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
Proximity Detection During Epidemics: Direct UWB TOA Versus Machine Learning Based RSSI.
Int. J. Wirel. Inf. Networks, 2022
QCRUFT: Quaternion Context Recognition under Uncertainty using Fusion and Temporal Learning.
Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 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
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Deep Video Action Recognition Models for Assessing Cardiac Function from Echocardiograms.
Proceedings of the IEEE International Conference on Big Data, 2022
DeePaGait: Motor Assessment of Parkinson's Disease Using a Multi-Layer 1D Convolutional Neural Network on Smartphone Gait Data.
Proceedings of the IEEE International Conference on Big Data, 2022
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
IEEE Pervasive Comput., 2021
IEEE Computer Graphics and Applications, 2021
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
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
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
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
Proceedings of the IEEE International Conference on Digital Health, 2021
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 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
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
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
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
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
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
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
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
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
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
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019
2018
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
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
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
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
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
IEEE Trans. Biomed. Eng., 2015
IEEE Access, 2015
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
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
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
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
Proceedings of the 1st Workshop on Mobile Medical Applications, 2014
Proceedings of the 2014 Workshop on Physical Analytics, 2014
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
Proceedings of the 20th Americas Conference on Information Systems, 2014
2013
J. Comput. Syst. Sci., 2013
Int. J. Artif. Intell. Tools, 2013
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013
Proceedings of the AMIA 2013, 2013
2012
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012
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
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
2009
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
Proceedings of the Graphics Interface 2008 Conference, 2008
2007
Proceedings of the 28th Annual Conference of the European Association for Computer Graphics, 2007
2006
Int. J. Parallel Emergent Distributed Syst., 2006
Int. J. Virtual Real., 2006
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006
Proceedings of the First Workshop on Underwater Networks, WUWNET 2006, Los Angeles, CA, 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Proceedings of the 1st IEEE Workshop on Hot Topics in Web Systems and Technologies, 2006
2005
Proceedings of the 24th IEEE International Performance Computing and Communications Conference, 2005
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
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
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004
2003
Proceedings of the 2nd Workshop on Network and System Support for Games, 2003
Proceedings of the Computational Science and Its Applications, 2003
1997
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1997), 1997