Hoang Hai Nguyen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Breast Cancer Detection

Reachability Analysis

Model Predictive Control

Top Venues

Publications

Tingzhong Fu, Hoang Hai Nguyen, Rolf Findeisen
Guaranteed Collision Avoidance for Autonomous Vehicles Fusing Model Predictive Control and Data Driven Reachability Analysis. ECC (2024)
Inzamamul Alam, Md. Samiullah, Upama Kabir, Simon Woo, Carson K. Leung, Hoang Hai Nguyen
SREMIC: Spatial Relation Extraction-based Malware Image Classification. IMCOM (2024)
Andreas Himmel, Janine Matschek, Rudolph Kok, Bruno Morabito, Hoang Hai Nguyen, Rolf Findeisen
Machine Learning for Process Control of (Bio)Chemical Processes. CoRR (2023)
Carson K. Leung, Hoang Hai Nguyen
A Novel Deep Learning Approach for Breast Cancer Detection on Screening Mammography. BIBE (2023)
Alexander Rose, Maik Pfefferkorn, Hoang Hai Nguyen, Rolf Findeisen
Learning a Gaussian Process Approximation of a Model Predictive Controller with Guarantees. CDC (2023)
Hoang Hai Nguyen, Maurice Friedel, Rolf Findeisen
LMI-based Data-Driven Robust Model Predictive Control. CoRR (2023)
Hoang Hai Nguyen, Maik Pfefferkorn, Rolf Findeisen
High-probability stable Gaussian process-supported model predictive control for Lur'e systems. Eur. J. Control 68 (2022)
Hoang Hai Nguyen, Kartik Palani, David M. Nicol
Exploiting monotonicity and symmetry for efficient simulation of highly dependable systems. DSN (2022)
Tim Zieger, Hoang Hai Nguyen, Erik Schulz, Thimo Oehlschlägel, Rolf Findeisen
Non-diverging neural networks supported tube model predictive control. CDC (2022)
Bruno Morabito, Hoang Hai Nguyen, Janine Matschek, Rolf Findeisen
Safe Exploration Learning Supported Model Predictive Control of Repetitive Processes. ACC (2022)
Hoang Hai Nguyen, Tim Zieger, Sandra C. Wells, Anastasia Nikolakopoulou, Richard D. Braatz, Rolf Findeisen
Stability Certificates for Neural Network Learning-based Controllers using Robust Control Theory. ACC (2021)
Yangjun Chen, Hoang Hai Nguyen
On the String Matching with k Differences in DNA Databases. Proc. VLDB Endow. 14 (6) (2021)
Hoang Hai Nguyen
An uncertain graph-based approach for cyber-security risk assessment. HotSoS (2020)
Hoang Hai Nguyen, David M. Nicol
Estimating Loss Due to Cyber-attack in the Presence of Uncertainty. TrustCom (2020)
Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski
Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 26 (2) (2020)
Hoang Hai Nguyen, Janine Matschek, Tim Zieger, Anton Savchenko, Navid Noroozi, Rolf Findeisen
Towards nominal stability certification of deep learning-based controllers. ACC (2020)
Hoang Hai Nguyen, Kartik Palani, David M. Nicol
Extensions of Network Reliability Analysis. DSN (2019)
Rui Tan, Sheng-Yuan Chiu, Hoang Hai Nguyen, David K. Y. Yau, Deokwoo Jung
A Joint Data Compression and Encryption Approach for Wireless Energy Auditing Networks. ACM Trans. Sens. Networks 13 (2) (2017)
Hoang Hai Nguyen, Kartik Palani, David M. Nicol
An Approach to Incorporating Uncertainty in Network Security Analysis. HotSoS (2017)
Vignesh Babu, Rakesh Kumar, Hoang Hai Nguyen, David M. Nicol, Kartik Palani, Elizabeth Reed
Melody: Synthesized datasets for evaluating intrusion detection systems for the smart grid. WSC (2017)
Rui Tan, Hoang Hai Nguyen, David K. Y. Yau
Collaborative Load Management with Safety Assurance in Smart Grids. ACM Trans. Cyber Phys. Syst. 1 (2) (2017)
Rui Tan, Hoang Hai Nguyen, Yi Shyh Eddy Foo, David K. Y. Yau, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Hoay Beng Gooi
Modeling and Mitigating Impact of False Data Injection Attacks on Automatic Generation Control. IEEE Trans. Inf. Forensics Secur. 12 (7) (2017)
Rui Tan, Hoang Hai Nguyen, Yi Shyh Eddy Foo, Xinshu Dong, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Hoay Beng Gooi
Optimal False Data Injection Attack against Automatic Generation Control in Power Grids. ICCPS (2016)
Deokwoo Jung, Hoang Hai Nguyen, David K. Y. Yau
Tracking appliance usage information using harmonic signature sensing. SmartGridComm (2015)
Sheng-Yuan Chiu, Hoang Hai Nguyen, Rui Tan, David K. Y. Yau, Deokwoo Jung
JICE: Joint data compression and encryption for wireless energy auditing networks. SECON (2015)
Hoang Hai Nguyen, Rui Tan, David K. Y. Yau
Safety-assured collaborative load management in smart grids. ICCPS (2014)
Xin Lou, David K. Y. Yau, Hoang Hai Nguyen, Binbin Chen
Profit-Optimal and Stability-Aware Load Curtailment in Smart Grids. IEEE Trans. Smart Grid 4 (3) (2013)
Varun Badrinath Krishna, Deokwoo Jung, Ngo Quang Minh Khiem, Hoang Hai Nguyen, David K. Y. Yau
EnergyTrack: Sensor-Driven Energy Use Analysis System. BuildSys@SenSys (2013)
Deokwoo Jung, Varun Badrinath Krishna, Ngo Quang Minh Khiem, Hoang Hai Nguyen, David K. Y. Yau
EnergyTrack: Sensor-Driven Energy Use Analysis System. BuildSys@SenSys (2013)
Sreejaya Viswanathan, Binbin Chen, Hoang Hai Nguyen, Jerry T. Chiang, Deokwoo Jung, David K. Y. Yau
Using anisotropic magnetoresistive (AMR) sensor arrays for electric sub-metering. SenSys (2012)
Deokwoo Jung, Hoang Hai Nguyen, Sreejaya Viswanathan, Binbin Chen, David K. Y. Yau
Scalable load disaggregation system using distributed electrical signature detection. BuildSys@SenSys (2012)