Baihong Jin (金柏宏)

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Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu
Dan Li (李丹)PhD, EEE @ NTU; Associate Professor, SSE @ SYSUVerifisert e-postadresse på e.ntu.edu.sg
Yuxin ChenUniversity of Chicago, Assistant Professor of Computer ScienceVerifisert e-postadresse på uchicago.edu
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerifisert e-postadresse på nus.edu.sg
Yuxun ZhouEECS, UC Berkeley; Quantitative Researcher, Citadel SecuritiesVerifisert e-postadresse på berkeley.edu
Pierluigi NuzzoEECS Department, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu
Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerifisert e-postadresse på berkeley.edu
Stefano SchiavonProfessor of Architecture and Civil & Environmental Engineering, UC BerkeleyVerifisert e-postadresse på berkeley.edu
Joyce KimAssistant Professor, Civil & Environmental Engineering, University of WaterlooVerifisert e-postadresse på berkeley.edu
Han ZouGenAI, MetaVerifisert e-postadresse på ntu.edu.sg
Baosen ZhangKeith and Nancy Rattie Endowed Career Development Professor, University of WashingtonVerifisert e-postadresse på uw.edu
Dai WangTeslaVerifisert e-postadresse på tesla.com
Pan LIUniversity of WashingtonVerifisert e-postadresse på uw.edu
Yisong YueCalifornia Institute of Technology; Asari AI; Latitude AIVerifisert e-postadresse på caltech.edu
Ufuk TopcuThe University of Texas at AustinVerifisert e-postadresse på utexas.edu
Xiangyu YueAssistant Professor at The Chinese University of Hong KongVerifisert e-postadresse på eecs.berkeley.edu
Paul RafteryProfessional Researcher, Center for the Built Environment, University of California BerkeleyVerifisert e-postadresse på berkeley.edu
Mehdi MaasoumyPhD, University of California, BerkeleyVerifisert e-postadresse på berkeley.edu
Yasser ShoukryUniversity of California, IrvineVerifisert e-postadresse på uci.edu
Sanjit A. SeshiaProfessor of EECS, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu

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Baihong Jin (金柏宏)

Andre navn金柏宏

Millennium

Verifisert e-postadresse på eecs.berkeley.edu - Startside

Anomaly Detection Smart Building Machine Learning Cyber-Physical Systems Internet of Things


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
MAD-GAN: Multivariate anomaly detection for time series data with generative adversarial networks D Li, D Chen, B Jin, L Shi, J Goh, SK Ng International Conference on Artificial Neural Networks, 703-716, 2019	1226	2019
One-class graph neural networks for anomaly detection in attributed networks X Wang, B Jin, Y Du, P Cui, Y Tan, Y Yang Neural computing and applications 33, 12073-12085, 2021	142	2021
Design Automation for Smart Building Systems R Jia, B Jin, M Jin, Y Zhou, IC Konstantakopoulos, H Zou, J Kim, D Li, ... Proceedings of the IEEE 106 (9), 1680 - 1699, 2018	114	2018
An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing B Jin, Y Tan, A Nettekoven, Y Chen, Y Yue, U Topcu, ... 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019	72	2019
A one-class support vector machine calibration method for time series change point detection B Jin, Y Chen, D Li, K Poolla, A Sangiovanni-Vincentelli 2019 IEEE International conference on prognostics and health management …, 2019	42	2019
Explainable AI for chiller fault-detection systems: gaining human trust S Srinivasan, P Arjunan, B Jin, AL Sangiovanni-Vincentelli, Z Sultan, ... Computer 54 (10), 60-68, 2021	41	2021
Detecting and diagnosing incipient building faults using uncertainty information from deep neural networks B Jin, D Li, S Srinivasan, SK Ng, K Poolla, A Sangiovanni-Vincentelli 2019 IEEE International Conference on Prognostics and Health Management …, 2019	40	2019
Evaluation of a cost-responsive supply air temperature reset strategy in an office building P Raftery, S Li, B Jin, M Ting, G Paliaga, H Cheng Energy and Buildings 158, 356-370, 2018	38	2018
Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints P Li, B Jin, D Wang, B Zhang https://arxiv.org/abs/1704.08999v3, 2018	28	2018
Learning convex piecewise linear machine for data-driven optimal control Y Zhou, B Jin, CJ Spanos 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015	13	2015
A fast and accurate approach for common path pessimism removal in static timing analysis B Jin, G Luo, W Zhang 2016 IEEE International Symposium on Circuits and Systems (ISCAS), 2623-2626, 2016	12	2016
Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI Y Tan, B Jin, X Yue, Y Chen, A Sangiovanni Vincentelli arXiv preprint arXiv:2007.06063, 2020	10	2020
Augmenting Monte Carlo dropout classification models with unsupervised learning tasks for detecting and diagnosing out-of-distribution faults B Jin, Y Tan, Y Chen, A Sangiovanni-Vincentelli arXiv preprint arXiv:1909.04202, 2019	10	2019
A Contract-based Framework for Integrated Demand Response Management in Smart Grids B Jin, P Nuzzo, M Maasoumy, Y Zhou, A Sangiovanni-Vincentelli Proceedings of the 2nd ACM International Conference on Embedded Systems for …, 2015	9	2015
Gordian: Formal reasoning-based outlier detection for secure localization M Weber, B Jin, G Lederman, Y Shoukry, EA Lee, S Seshia, ... ACM Transactions on Cyber-Physical Systems 4 (4), 1-27, 2020	8	2020
Single-step fabrication of superhydrophobic micro/nano dual-scale PDMS film replicated from ultra-low-surface-energy mold XS Zhang, BH Jin, SG Chu, N Peter, FY Zhu, HX Zhang 2013 IEEE 26th International Conference on Micro Electro Mechanical Systems …, 2013	8	2013
Synthetic data in DC microgrids: Label creation for ensemble learning for fault isolation T Wang, Y Tan, Y Wang, B Jin, A Monti, AL Sangiovanni-Vincentelli IEEE Transactions on Power Delivery 37 (3), 2301-2313, 2021	6	2021
Using Ensemble Classifiers to Detect Incipient Anomalies B Jin, Y Tan, A Liu, X Yue, Y Chen, A Sangiovanni Vincentelli arXiv preprint arXiv:2008.08710, 2020	5	2020
A tractable ellipsoidal approximation for voltage regulation problems P Li, B Jin, R Xiong, D Wang, A Sangiovanni-Vincentelli, B Zhang 2019 American Control Conference (ACC), 1301-1306, 2019	5	2019
Online computation of polytopic flexibility models for demand shifting applications B Jin, M Maasoumy, P Nuzzo, A Sangiovanni-Vincentelli 2017 13th IEEE Conference on Automation Science and Engineering (CASE), 900-905, 2017	4	2017

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