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Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations

IEEE transactions on industrial informatics, 2021-12, Vol.17 (12), p.8418-8428

2021

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Large-scale wearable data reveal digital phenotypes for daily-life stress detection

NPJ digital medicine, 2018-12, Vol.1 (1), p.67-67, Article 67

2018

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Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery

IEEE transactions on industrial informatics, 2019-01, Vol.15 (1), p.434-444

2019

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A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies

Sensors (Basel, Switzerland), 2020-02, Vol.20 (4), p.1152

2020

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Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Semantic Web, 2023-01, Vol.14 (5), p.893-941

2023

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Convolutional Neural Network Based Fault Detection for Rotating Machinery

Journal of sound and vibration, 2016-09, Vol.377, p.331-345

2016

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Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

IEEE/ASME transactions on mechatronics, 2018-02, Vol.23 (1), p.151-159

2018

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Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider-Crank Mechanism

IEEE/ASME transactions on mechatronics, 2022-02, Vol.27 (1), p.103-114

2022

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Physics-Based Neural Network Models for Prediction of Cam-Follower Dynamics Beyond Nominal Operations

IEEE/ASME transactions on mechatronics, 2022-08, Vol.27 (4), p.2345-2355

2022

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Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class

Critical care medicine, 2012-04, Vol.40 (4), p.1164-1170

2012

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Parameter Efficient Neural Networks With Singular Value Decomposed Kernels

IEEE transaction on neural networks and learning systems, 2023-09, Vol.34 (9), p.5682-5692

2023

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Data-driven multivariate power curve modeling of offshore wind turbines

Engineering applications of artificial intelligence, 2016-10, Vol.55, p.331-338

2016

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Unlocking the potential of smartphone and ambient sensors for ADL detection

Scientific reports, 2024-03, Vol.14 (1), p.5392-5392, Article 5392

2024

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From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4606

2023

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Anomaly detection and event mining in cold forming manufacturing processes

International journal of advanced manufacturing technology, 2021-07, Vol.115 (3), p.837-852

2021

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Ecologically valid speech collection in behavioral research: The Ghent Semi-spontaneous Speech Paradigm (GSSP)

Behavior research methods, 2024-09, Vol.56 (6), p.5693-5708

2024

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Unsupervised Transfer Learning Across Different Data Modalities for Bearing's Speed Identification

International journal of acoustics and vibration, 2024-06, Vol.29 (2), p.175-186

2024

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Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors

Scientific reports, 2024-03, Vol.14 (1), p.5515-5515, Article 5515

2024

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A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation

Sensors (Basel, Switzerland), 2022-02, Vol.22 (4), p.1590

2022

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Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings

Sensors (Basel, Switzerland), 2023-02, Vol.23 (5), p.2459

2023

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Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications

Sensors (Basel, Switzerland), 2020-08, Vol.20 (15), p.4308

2020

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Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Scientific reports, 2024-07, Vol.14 (1), p.17545-21, Article 17545

2024

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Leak localization in water distribution networks using GIS-Enhanced autoencoders

Urban water journal, 2023-08, Vol.20 (7), p.859-881

2023

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Acoustic speech features in social comparison: how stress impacts the way you sound

Scientific reports, 2022-12, Vol.12 (1), p.22022-10, Article 22022

2022

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Affordable artificial intelligence-based digital pathology for neglected tropical diseases: A proof-of-concept for the detection of soil-transmitted helminths and Schistosoma mansoni eggs in Kato-Katz stool thick smears

PLoS neglected tropical diseases, 2022-06, Vol.16 (6), p.e0010500-e0010500

2022

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Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations

Large-scale wearable data reveal digital phenotypes for daily-life stress detection

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery

A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider-Crank Mechanism

Physics-Based Neural Network Models for Prediction of Cam-Follower Dynamics Beyond Nominal Operations

Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class

Parameter Efficient Neural Networks With Singular Value Decomposed Kernels

Data-driven multivariate power curve modeling of offshore wind turbines

Unlocking the potential of smartphone and ambient sensors for ADL detection

From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization

Anomaly detection and event mining in cold forming manufacturing processes

Ecologically valid speech collection in behavioral research: The Ghent Semi-spontaneous Speech Paradigm (GSSP)

Unsupervised Transfer Learning Across Different Data Modalities for Bearing's Speed Identification

Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors

A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation

Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings

Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications

Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Acoustic speech features in social comparison: how stress impacts the way you sound

Affordable artificial intelligence-based digital pathology for neglected tropical diseases: A proof-of-concept for the detection of soil-transmitted helminths and Schistosoma mansoni eggs in Kato-Katz stool thick smears

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