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2020 – today
- 2024
[j23]Paul Marsh, Mao-Hsiang Huang
, Xing Xia, Ich Tran, Plamen Atanassov, Hung Cao:
Polarization Conforms Performance Variability in Amorphous Electrodeposited Iridium Oxide pH Sensors: A Thorough Surface Chemistry Investigation. Sensors 24(3): 962 (2024)- [j22]Mao-Hsiang Huang, Xing Xia, Mohamed Benomar, Paul Marsh, Ramses Seferino Trigo Torres, Justin Tian Jin Chen, Kaveh Shahverdi, Ich Tran, Hung Anh Nguyen, Jung-Chih Chiao, Hung Cao:
Boosting Stability and Sensing Range in Electrodeposited Iridium Oxide pH Sensors. IEEE Trans. Instrum. Meas. 73: 1-8 (2024) - [c42]Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao:
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. ICCE 2024: 1-4 - [c41]Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz:
Evaluating Multi-Global Server Architecture for Federated Learning. ICCE 2024: 1-6 - [c40]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. ICCE 2024: 1-6 - [c39]Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Hung Cao, Van Binh Truong, Quoc Khanh Nguyen, Hung Cao:
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI. ICCE 2024: 1-4 - [c38]Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao:
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. IJCAI 2024: 8754-8758 - [i22]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR abs/2401.05355 (2024) - [i21]Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Hung Cao, Van Binh Truong, Quoc Khanh Nguyen, Hung Cao:
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI. CoRR abs/2401.09852 (2024) - [i20]Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao:
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. CoRR abs/2401.09900 (2024) - [i19]Amir Mohammad Naderi, Jennifer G. Casey, Mao-Hsiang Huang, Rachelle Victorio, David Y. Chiang, Calum MacRae, Hung Cao, Vandana A. Gupta:
Towards Precision Cardiovascular Analysis in Zebrafish: The ZACAF Paradigm. CoRR abs/2402.09658 (2024) - [i18]Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao:
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. CoRR abs/2402.12525 (2024) - [i17]Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao:
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. CoRR abs/2403.10569 (2024) - [i16]Quoc Khanh Nguyen, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Van Binh Truong, Tuong Phan, Hung Cao:
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer. CoRR abs/2404.13417 (2024) - [i15]Seyed Alireza Rahimi Azghadi, Atah Nuh Mih, Asfia Kawnine, Monica Wachowicz, Francis Palma, Hung Cao:
An Adaptive Indoor Localization Approach Using WiFi RSSI Fingerprinting with SLAM-Enabled Robotic Platform and Deep Neural Networks. CoRR abs/2407.09242 (2024) - [i14]Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen, Hung Cao:
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach. CoRR abs/2407.11771 (2024) - [i13]Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen, Monica Wachowicz, Hung Cao:
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities. CoRR abs/2409.15243 (2024) - 2023
- [j21]Nastaran Mansourian, Sadaf Sarafan, Farah Torkamani-Azar, Tadesse Ghirmai, Hung Cao:
Novel QRS detection based on the Adaptive Improved Permutation Entropy. Biomed. Signal Process. Control. 80(Part): 104270 (2023) - [j20]Mao-Hsiang Huang, Amir Naderi, Ping Zhu, Xiaolei Xu, Hung Cao:
Assessing Cardiac Functions of Zebrafish from Echocardiography Using Deep Learning. Inf. 14(6): 341 (2023) - [c37]Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay:
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. COINS 2023: 1-8 - [c36]Linh Huynh Thi Thuy, Phu Nguyen Dang, Hung Cao, Hung Anh Nguyen, Jung-Chih Chiao, Chun-Ping Jen, Loc Do Quang, Trinh Chu Duc, Tung Thanh Bui:
A Highly Sensitive Immunosensor for White Spot Syndrome Virus (WSSV) Envelope Protein VP28 Detection Based on Electrochemical Impedance Spectroscopy Technique. SENSORS 2023: 1-4 - [e1]Ching-Hsien Hsu, Mengwei Xu, Hung Cao, Hojjat Baghban, A. B. M. Shawkat Ali:
Big Data Intelligence and Computing - International Conference, DataCom 2022, Denarau Island, Fiji, December 8-10, 2022, Proceedings. Lecture Notes in Computer Science 13864, Springer 2023, ISBN 978-981-99-2232-1 [contents] - [i12]Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay:
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. CoRR abs/2302.13317 (2023) - [i11]Hung Cao, Monica Wachowicz, Rene Richard, Ching-Hsien Hsu:
Fostering new Vertical and Horizontal IoT Applications with Intelligence Everywhere. CoRR abs/2310.00346 (2023) - [i10]Manoj Vishwanath, Steven Cao, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao:
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment. CoRR abs/2310.02398 (2023) - [i9]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. CoRR abs/2310.03823 (2023) - [i8]Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz:
Evaluating Multi-Global Server Architecture for Federated Learning. CoRR abs/2311.15382 (2023) - 2022
- [j19]Samir Malhotra, Dang Song Pham, Michael P. H. Lau, Anh H. Nguyen, Hung Cao:
A Low-Cost, 3D-Printed Biosensor for Rapid Detection of Escherichia coli. Sensors 22(6): 2382 (2022) - [j18]Sadaf Sarafan, Tai Le, Michael P. H. Lau, Afshan Hameed, Tadesse Ghirmai, Hung Cao:
Fetal Electrocardiogram Extraction from the Mother's Abdominal Signal Using the Ensemble Kalman Filter. Sensors 22(7): 2788 (2022) - [j17]Sung Sik Chu, Hung Anh Nguyen, Jimmy Zhang, Shawana Tabassum, Hung Cao:
Towards Multiplexed and Multimodal Biosensor Platforms in Real-Time Monitoring of Metabolic Disorders. Sensors 22(14): 5200 (2022) - [j16]Mohamed Benomar, Steven Cao, Manoj Vishwanath, Khuong Vo, Hung Cao:
Investigation of EEG-Based Biometric Identification Using State-of-the-Art Neural Architectures on a Real-Time Raspberry Pi-Based System. Sensors 22(23): 9547 (2022) - [c35]Sadaf Sarafan, Hoang Vuong, Daniel Jilani, Samir Malhotra, Michael P. H. Lau, Manoj Vishwanath, Tadesse Ghirmai, Hung Cao:
A Novel ECG Denoising Scheme Using the Ensemble Kalman Filter. EMBC 2022: 2005-2008 - [c34]Manoj Vishwanath, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao:
Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury. EMBC 2022: 3546-3549 - [c33]Khuong Vo, Manoj Vishwanath, Ramesh Srinivasan, Nikil D. Dutt, Hung Cao:
Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling. ICASSP 2022: 1231-1235 - 2021
- [j15]Amir Naderi, Haisong Bu, Jingcheng Su, Mao-Hsiang Huang, Khuong Vo, Ramses Seferino Trigo Torres, Jung-Chih Chiao, Juhyun Lee, Michael P. H. Lau, Xiaolei Xu, Hung Cao:
Deep learning-based framework for cardiac function assessment in embryonic zebrafish from heart beating videos. Comput. Biol. Medicine 135: 104565 (2021) - [j14]Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si:
A Raspberry Pi-Based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. Sensors 21(8): 2779 (2021) - [c32]Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Carolyn E. Jones, Miranda M. Lim, Hung Cao:
Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram. EMBC 2021: 6134-6137 - [c31]Sadaf Sarafan, Tai Le, Floranne Ellington, Zhijie Zhang, Michael P. H. Lau, Tadesse Ghirmai, Afshan Hameed, Hung Cao:
Development of a Home-based Fetal Electrocardiogram (ECG) Monitoring System. EMBC 2021: 7116-7119 - [c30]Sung Sik Chu, Paul Marsh, Hung Anh Nguyen, Carolyn E. Jones, Miranda M. Lim, Hung Cao:
Fabrication of Highly Sensitive Pt-black Electrochemical Sensors for GABA Detection. EMBC 2021: 7148-7151 - [c29]Khuong Vo, Emad Kasaeyan Naeini, Amir Naderi, Daniel Jilani, Amir M. Rahmani, Nikil D. Dutt, Hung Cao:
P2E-WGAN: ECG waveform synthesis from PPG with conditional wasserstein generative adversarial networks. SAC 2021: 1030-1036 - [c28]René Richard, Hung Cao, Monica Wachowicz:
A Spatial-Temporal Comparison of EV Charging Station Clusters Leveraging Multiple Validity Indices. SMARTGREENS/VEHITS (Selected Papers) 2021: 34-57 - [c27]René Richard, Hung Cao, Monica Wachowicz:
An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities. SMARTGREENS 2021: 67-77 - [c26]Hung Cao, Monica Wachowicz, James Craig:
Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems. WF-IoT 2021: 645-650 - [i7]Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si:
A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. CoRR abs/2101.10869 (2021) - 2020
- [j13]Tai Le, Floranne Ellington, Tao-Yi Lee, Khuong Vo, Michelle Khine, Sandeep Kumar Krishnan, Nikil D. Dutt, Hung Cao:
Continuous Non-Invasive Blood Pressure Monitoring: A Methodological Review on Measurement Techniques. IEEE Access 8: 212478-212498 (2020) - [j12]Hung Cao, Monica Wachowicz:
A Holistic Overview of Anticipatory Learning for the Internet of Moving Things: Research Challenges and Opportunities. ISPRS Int. J. Geo Inf. 9(4): 272 (2020) - [j11]Thanh-Hoang Nguyen-Vo, Loc Nguyen, Nguyet Do, Thien-Ngan Nguyen, Khang Trinh, Hung Cao, Ly Le:
Plant Metabolite Databases: From Herbal Medicines to Modern Drug Discovery. J. Chem. Inf. Model. 60(3): 1101-1110 (2020) - [j10]Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Miranda M. Lim, Nikil D. Dutt, Amir M. Rahmani, Hung Cao:
Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice. Sensors 20(7): 2027 (2020) - [j9]Khuong Vo, Tai Le, Amir M. Rahmani, Nikil D. Dutt, Hung Cao:
An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram. Sensors 20(13): 3757 (2020) - [c25]Tai Le, Jimmy Zhang, Xing Xia, Xiaolei Xu, Isaac Clark, Lauren Schmiess-Heine, Anh H. Nguyen, Michael P. H. Lau, Hung Cao:
Continuous Electrocardiogram Monitoring in Zebrafish with Prolonged Mild Anesthesia. EMBC 2020: 2610-2613 - [c24]Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao:
Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches*. EMBC 2020: 3335-3338 - [c23]Duy Nguyen, Duc Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong, Tho Quan:
Automatic Container Code Recognition Using MultiDeep Pipeline. ICCCI (CCIS Volume) 2020: 139-153 - [c22]Paul Marsh, Fatemeh Mohseni, Jung-Chih Chiao, Hung Cao:
Investigation of the Self-Calibration Function for IrOx-based pH Sensors. IEEE SENSORS 2020: 1-4 - [c21]René Richard, Hung Cao, Monica Wachowicz:
Discovering EV Recharging Patterns through an Automated Analytical Workflow. ISC2 2020: 1-8
2010 – 2019
- 2019
- [j8]Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
Analytics Everywhere: Generating Insights From the Internet of Things. IEEE Access 7: 71749-71769 (2019) - [j7]Hung Cao, Monica Wachowicz:
An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications. Sensors 19(16): 3594 (2019) - [j6]Hung Cao, Monica Wachowicz:
The design of an IoT-GIS platform for performing automated analytical tasks. Comput. Environ. Urban Syst. 74: 23-40 (2019) - [c20]Selda Yildiz, Ryan A. Opel, Jonathan E. Elliott, Jeffrey A. Kaye, Hung Cao, Miranda M. Lim:
Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks. EMBC 2019: 3368-3372 - [c19]Paul Marsh, Yi Zhuang, Zhenghan Xu, Lauren Heine, Hung Cao:
Sample Tube pH Monitoring via Passive Powering and Communication. IEEE SENSORS 2019: 1-4 - [c18]Hung Cao, Monica Wachowicz:
Analytics Everywhere for Streaming IoT Data. IoTSMS 2019: 18-25 - [c17]Alec Parise, Miguel-Ángel Manso-Callejo, Hung Cao, Marco Mendonca, Harpreet Kohli, Monica Wachowicz:
Indoor Occupancy Prediction using an IoT Platform. IoTSMS 2019: 26-31 - [c16]Hung Cao, Marcel Brown, Lizhi Chen, Riley Smith, Monica Wachowicz:
Lessons Learned from Integrating Batch and Stream Processing using IoT Data. IoTSMS 2019: 32-34 - 2018
- [j5]Michael Lenning, Joseph Fortunato, Tai Le, Isaac Clark, Ang Sherpa, Soyeon Yi, Peter Hofsteen, Geethapriya Thamilarasu, Jingchun Yang, Xiaolei Xu, Huy-Dung Han, Tzung K. Hsiai, Hung Cao:
Real-Time Monitoring and Analysis of Zebrafish Electrocardiogram with Anomaly Detection. Sensors 18(1): 61 (2018) - [c15]Tai Le, Alexandre Moravec, Miguel Huerta, Michael P. H. Lau, Hung Cao:
Unobtrusive Continuous Monitoring of Fetal Cardiac Electrophysiology in the Home Setting. IEEE SENSORS 2018: 1-4 - [c14]Paul Marsh, Miguel Huerta, Tai Le, Xuesong Yang, Jung-Chih Chiao, Hung Cao:
Wireless Iridium Oxide-Based pH Sensing Systems. IEEE SENSORS 2018: 1-4 - 2017
- [c13]Hung Cao, Monica Wachowicz, Sangwhan Cha:
Developing an edge computing platform for real-time descriptive analytics. IEEE BigData 2017: 4546-4554 - [c12]Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz:
Combining edge and cloud computing for mobility analytics: poster abstract. SEC 2017: 22:1-22:3 - [c11]Lilian Hernandez, Hung Cao, Monica Wachowicz:
Implementing an edge-fog-cloud architecture for stream data management. FWC 2017: 1-6 - [c10]Silviu Gruber, Daniel Schossow, Chia-Yi Lin, Cheuk Hei Ho, Christine Jeong, Tuen Lung Lau, Hung Cao, Jingchun Yang, Xiaolei Xu:
Wireless power transfer for ECG monitoring in freely-swimming zebrafish. IEEE SENSORS 2017: 1-3 - [c9]Paul Marsh, Wyatt Moore, Mark Clucas, Ly Huynh, Kyoung-Tae Kim, Soyeon Yi, Hung Cao, Jung-Chih Chiao:
Characterization of flexible pH micro-sensors based on electrodeposited IrOx thin film. IEEE SENSORS 2017: 1-3 - [c8]Peter Ritchie, Miguel Huerta, Tuen Lung Lau, Jules Agee, Hung Cao, Jung-Chih Chiao:
Passive continuous electrocardiogram monitoring of firemen using non-contact electrodes. IEEE SENSORS 2017: 1-3 - [c7]Manuja Sharma, Peter Ritchie, Tadesse Ghirmai, Hung Cao, Michael P. H. Lau:
Unobtrusive acquisition and extraction of fetal and maternal ECG in the home setting. IEEE SENSORS 2017: 1-3 - [c6]Ang Samden Sherpa, Daniel Schossow, Michael Lenning, Paul Marsh, Nick Garzon, Peter Hofsteen, Hung Cao, Jingchun Yang, Xiaolei Xu, Van Nguyen Thi Thanh, Chi Tran Nhu, Tung Thanh Bui, Trinh Chu Duc:
Novel apparatus for simultaneous monitoring of electrocardiogram in awake zebrafish. IEEE SENSORS 2017: 1-3 - [i6]Hung Cao, Monica Wachowicz, Sangwhan Cha:
Developing an edge analytics platform for analyzing real-time transit data streams. CoRR abs/1705.08449 (2017) - [i5]Hung Cao, Monica Wachowicz:
The design of a streaming analytical workflow for processing massive transit feeds. CoRR abs/1706.04722 (2017) - [i4]Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz:
Combining edge and cloud computing for mobility analytics. CoRR abs/1706.06535 (2017) - [i3]Lilian Hernandez, Hung Cao, Monica Wachowicz:
Implementing a fog/cloud architecture for supporting stream data management. CoRR abs/1708.00352 (2017) - [i2]Hung Cao:
What is the next innovation after the internet of things? CoRR abs/1708.07160 (2017) - [i1]Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. CoRR abs/1711.09745 (2017) - 2016
- [c5]Houssem Eddine Amor, Ammar B. Kouki, Paul Marsh, Kyoung-Tae Kim, Hung Cao:
Development of a novel miniaturized LTCC-based wireless pH sensing system. IEEE SENSORS 2016: 1-3 - [c4]Devon Griggs, Manuja Sharma, Arian Naghibi, Colton Wallin, Victor Ho, Karinne Barbosa, Tadesse Ghirmai, Hung Cao, Sandeep Kumar Krishnan:
Design and development of continuous cuff-less blood pressure monitoring devices. IEEE SENSORS 2016: 1-3 - [c3]Sangwhan Cha, Marta Padilla Ruiz, Monica Wachowicz, Loc Hoang Tran, Hung Cao, Ikechukwu Maduako:
The role of an IoT platform in the design of real-time recommender systems. WF-IoT 2016: 448-453 - 2015
- [j4]Cuong M. Nguyen, Smitha M. N. Rao, Xuesong Yang, Souvik Dubey, Jeffrey Mays, Hung Cao, Jung-Chih Chiao:
Sol-Gel Deposition of Iridium Oxide for Biomedical Micro-Devices. Sensors 15(2): 4212-4228 (2015) - [j3]Achraf Ben Amar, Ammar B. Kouki, Hung Cao:
Power Approaches for Implantable Medical Devices. Sensors 15(11): 28889-28914 (2015) - [c2]Chokri Jebali, Riadh Essaadali, Hung Cao, Ammar B. Kouki:
Selective orthogonal predistortion for power amplifiers. CCECE 2015: 1600-1604 - 2013
- [j2]Hung Cao, Ling Gu, S. K. Mohanty, Jung-Chih Chiao:
An Integrated μLED Optrode for Optogenetic Stimulation and Electrical Recording. IEEE Trans. Biomed. Eng. 60(1): 225-229 (2013) - 2012
- [j1]Hung Cao, Vaibhav Landge, Uday Tata, Young-Sik Seo, Smitha M. N. Rao, Shou Jiang Tang, Harry F. Tibbals, Stuart Spechler, Jung-Chih Chiao:
An Implantable, Batteryless, and Wireless Capsule With Integrated Impedance and pH Sensors for Gastroesophageal Reflux Monitoring. IEEE Trans. Biomed. Eng. 59(11-2): 3131-3139 (2012)
2000 – 2009
- 2008
- [c1]Aurélie Clodic, Hung Cao, Samir Alili, Vincent Montreuil, Rachid Alami, Raja Chatila:
SHARY: A Supervision System Adapted to Human-Robot Interaction. ISER 2008: 229-238
Coauthor Index
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