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- 2024
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Mark
Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems
(
- Contribution to journal › Article
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Mark
Interpretable machine learning for predicting the fate and transport of pentachlorophenol in groundwater
(
- Contribution to journal › Article
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Mark
Privacy-preserving edge federated learning for intelligent mobile-health systems
(
- Contribution to journal › Article
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Mark
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees
2024) 41st International Conference on Machine Learning, ICML 2024 In Proceedings of Machine Learning Research 235. p.2846-2856(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2023
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Mark
Personalized Seizure Detection Using Spiking Neural Networks
2023) 2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Lightweight Machine Learning for Seizure Detection on Wearable Devices
2023) IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks
2023) IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems
2023) 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2023(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing
2023) 24th Privacy Enhancing Technologies Symposium, PETS 2024(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Personalized seizure signature : An interpretable approach to false alarm reduction for long-term epileptic seizure detection
(
- Contribution to journal › Article
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Mark
M2D2 : Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities
(
- Contribution to journal › Article
- 2022
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Mark
Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices
(
- Contribution to journal › Article
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Mark
A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection
(
- Contribution to journal › Article
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Mark
Personalized Real-Time Federated Learning for Epileptic Seizure Detection
(
- Contribution to journal › Article
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Mark
DynSus : Dynamic sustainability assessment in groundwater remediation practice
(
- Contribution to journal › Article
- 2021
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Mark
Secure Cloud Control Using Verifiable Computation
2021) 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021 In 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
EpilepsyGAN : Synthetic Epileptic Brain Activities with Privacy Preservation
(
- Contribution to journal › Article
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Mark
Breaking silos to guarantee control stability with communication over ethernet TSN
(
- Contribution to journal › Article
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Mark
Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors
(
- Contribution to journal › Article
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Mark
Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices
2021) 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021 In 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2020
-
Mark
Minimal Adversarial Perturbations in Mobile Health Applications : The Epileptic Brain Activity Case Study
2020) 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2020-May. p.1205-1209(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Self-aware machine learning for multimodal workload monitoring during manual labor on edge wearable sensors
(
- Contribution to journal › Article
-
Mark
Event-triggered sensing for high-quality and low-power cardiovascular monitoring systems
(
- Contribution to journal › Article
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Mark
Noise-resilient and interpretable epileptic seizure detection
2020) 52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020 In Proceedings - IEEE International Symposium on Circuits and Systems 2020-October.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Universal Adversarial Perturbations in Epileptic Seizure Detection
2020) 2020 International Joint Conference on Neural Networks, IJCNN 2020(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate
2020) 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2020. p.4248-4251(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2019
-
Mark
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices
2019) 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019 In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS p.2196-2201(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud
(
- Contribution to journal › Article
-
Mark
Security-aware routing and scheduling for control applications on ethernet TSN networks
(
- Contribution to journal › Article
-
Mark
Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Butterfly attack : Adversarial manipulation of temporal properties of cyber-physical systems
2019) 40th IEEE Real-Time Systems Symposium, RTSS 2019 In Proceedings - Real-Time Systems Symposium 2019-December. p.93-106(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2018
-
Mark
Control-Quality Driven Design of Embedded Control Systems with Stability Guarantees
(
- Contribution to journal › Article
-
Mark
Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors
(
- Contribution to journal › Article
-
Mark
e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures
2018) 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 In Proceedings - IEEE International Symposium on Circuits and Systems 2018-May.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems
(
- Contribution to journal › Article
-
Mark
Self-aware wearable systems in epileptic seizure detection
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Stability-aware integrated routing and scheduling for control applications in Ethernet networks
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Optimization of message encryption for real-time applications in embedded systems
(
- Contribution to journal › Article
- 2017
-
Mark
Anomalies in scheduling control applications and design complexity
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Hierarchical cardiac-rhythm classification based on electrocardiogram morphology
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2016
-
Mark
Analysis and design of real-time servers for control applications
(
- Contribution to journal › Article
-
Mark
Intrusion-damage assessment and mitigation in cyber-physical systems for control applications
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Self-triggered controllers, resource sharing, and hard guarantees
2016) 2nd International Conference on Event-Based Control, Communication, and Signal Processing, EBCCSP 2016(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Self-triggered controllers and hard real-time guarantees
2016) 19th Design, Automation and Test in Europe Conference and Exhibition, DATE 2016 In Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016 p.636-641(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2015
-
Mark
Jfair : A scheduling algorithm to stabilize control applications
2015) 21st IEEE Real Time and Embedded Technology and Applications Symposium, RTAS 2015 In Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2015-May. p.63-72(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2014
-
Mark
Bandwidth-Efficient Controller-Server Co-Design with Stability Guarantees
2014) 2014 Design, Automation and Test in Europe Conference(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Schedulability analysis of Ethernet AVB switches
2014) 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2014(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2013
-
Mark
Stability-Aware Analysis and Design of Embedded Control Systems
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Control-Quality Driven Design of Cyber-Physical Systems with Robustness Guarantees
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Designing Bandwidth-Efficient Stabilizing Control Servers
(
- Contribution to conference › Paper, not in proceeding
- 2012
-
Mark
Designing High-Quality Embedded Control Systems with Guaranteed Stability
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2011
-
Mark
Control-quality driven task mapping for distributed embedded control systems
2011) 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2011 p.133-142(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding