Gang Xiang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Anomaly Detection

Extreme Value Theory

Recurrent Neural Networks

Dynamic Time Warping

Top Venues

NAACL-HLT (Industry Papers)

IEEE Trans. Instrum. Meas.

Publications

Bing Yu, Yang Yu, Jiakai Xu, Gang Xiang, Zhiming Yang
MAG: A Novel Approach for Effective Anomaly Detection in Spacecraft Telemetry Data. IEEE Trans. Ind. Informatics 20 (3) (2024)
Bing Yu, Jiakai Xu, Gang Xiang, Ruishi Lin, LiGuo Zhao, Yang Yu
Adaptive Anomaly Detection in Industrial Systems: An EVT-DTS Approach with LSTM Autoencoders. I2MTC (2024)
Gang Xiang, Xiaoyu Cheng, Wei He, Peng Han
Safety Assessment of Liquid Launch Vehicle Structures Based on Interpretable Belief Rule Base. Comput. Syst. Sci. Eng. 47 (1) (2023)
Mingxian Wang, Langfu Cui, Jiahe Jiang, Junle Wang, Yang Jin, Gang Xiang, Jianbing Yang, Ruishi Lin
Fault Prognostics for Machinery with Multi-Degradation Stage Based on Deep Residual Network and Multi-Task Learning. SAFEPROCESS (2023)
Qingzhen Zhang, Chaoqi Zhang, Langfu Cui, Xiaoxuan Han, Yang Jin, Gang Xiang, Yan Shi
A method for measuring similarity of time series based on series decomposition and dynamic time warping. Appl. Intell. 53 (6) (2023)
Siyang Deng, Gang Xiang, Quanxue Gao, Wei Xia, Xinbo Gao
Zero-Shot Learning Based on Quality-Verifying Adversarial Network. IEEE Trans. Multim. 24 (2022)
Cuiyu Liu, Zhi-Ming Yang, Gang Xiang, Yang Yu
A Statistical Feature-Based Anomaly Detection Method for PFC Using Canonical Correlation Analysis. IEEE Trans. Instrum. Meas. 71 (2022)
Langfu Cui, Lin Wang, Gang Xiang, Qingzhen Zhang, Chenggang Bai, Jianbing Yang
A Method Based on Correlation Analysis of the Assembly Process and Neural Network for Precision Prediction of the Inertial Platform. ICCBDC (2021)
Gang Xiang, Ruishi Lin
Robust Anomaly Detection for Multivariate Data of Spacecraft Through Recurrent Neural Networks and Extreme Value Theory. IEEE Access 9 (2021)
Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Justine T. Kao, Stephen Pulman, Atish Kothari, Ray Shen, Yinying Pan, Vivek Kaul, Mubarak Seyed Ibrahim, Gang Xiang, Nan Dun, Yidan Zhou, Andy O, Yuan Zhang, Pooja Chitkara, Xuan Wang, Alkesh Patel, Kushal Tayal, Roger Zheng, Peter Grasch, Jason D. Williams, Lin Li
Noise Robust Named Entity Understanding for Voice Assistants. NAACL-HLT (Industry Papers) (2021)
Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Lin Li, Justine T. Kao, Stephen Pulman, Atish Kothari, Ray Shen, Yinying Pan, Vivek Kaul, Mubarak Seyed Ibrahim, Gang Xiang, Nan Dun, Yidan Zhou, Andy O, Yuan Zhang, Pooja Chitkara, Xuan Wang, Alkesh Patel, Kushal Tayal, Roger Zheng, Peter Grasch, Jason D. Williams
Noise-robust Named Entity Understanding for Virtual Assistants. CoRR (2020)
Gang Xiang, Vladik Kreinovich
Towards fast and accurate algorithms for processing fuzzy data: interval computations revisited. Int. J. Gen. Syst. 42 (2) (2013)
Kaihua Ji, Jiawei Liu, Gang Xiang
Anti-rumor dynamics and rumor control strategies on complex network. CoRR (2013)
Gang Xiang, Vladik Kreinovich
Data anonymization that leads to the most accurate estimates of statistical characteristics. CIES (2013)
Karen Villaverde, Gang Xiang
Estimating Variance under Interval and Fuzzy Uncertainty: Parallel Algorithms. Reliab. Comput. 15 (1) (2011)
Vladik Kreinovich, Gang Xiang, Michael Oberguggenberger
How to define a confidence set for functions: a new justification of the area method. Int. J. Gen. Syst. 40 (7) (2011)
Gang Xiang, Vladik Kreinovich
Towards improved trapezoidal approximation to intersection (fusion) of trapezoidal fuzzy numbers: Specific procedure and general non-associativity theorem. FUZZ-IEEE (2010)
Vladik Kreinovich, Gang Xiang
Estimating information amount under uncertainty: algorithmic solvability and computational complexity. Int. J. Gen. Syst. 39 (4) (2010)
Jingtao Yao, Yiyu Yao, Vladik Kreinovich, Paulo Pinheiro da Silva, Scott A. Starks, Gang Xiang, Hung T. Nguyen
Towards more adequate representation of uncertainty: From intervals to set intervals, with the possible addition of probabilities and certainty degrees. FUZZ-IEEE (2008)
Karen Villaverde, Gang Xiang
Estimating variance under interval and fuzzy uncertainty: Parallel algorithms. FUZZ-IEEE (2008)
Hongli Wu, Baolin Yin, Xia Zhao, Gang Xiang
Data description and data access mechanism in distributed workflow system. Infoscale (2007)
Gang Xiang, Martine Ceberio, Vladik Kreinovich
Computing Population Variance and Entropy under Interval Uncertainty: Linear-Time Algorithms. Reliab. Comput. 13 (6) (2007)
Daniel Berleant, Martine Ceberio, Gang Xiang, Vladik Kreinovich
Towards adding probabilities and correlations to interval computations. Int. J. Approx. Reason. 46 (3) (2007)
Gang Xiang, Vladik Kreinovich
Estimating Variance Under Interval and Fuzzy Uncertainty: Case of Hierarchical Estimation. IFSA (1) (2007)
Michael Orshansky, Wei-Shen Wang, Martine Ceberio, Gang Xiang
Interval-based robust statistical techniques for non-negative convex functions, with application to timing analysis of computer chips. SAC (2006)
Vladik Kreinovich, Gang Xiang, Scott Ferson
Computing mean and variance under Dempster-Shafer uncertainty: Towards faster algorithms. Int. J. Approx. Reason. 42 (3) (2006)
Vladik Kreinovich, François Modave, Scott A. Starks, Gang Xiang
Towards Real World Applications: Interval-Related Talks at NAFIPS'05. Reliab. Comput. 12 (1) (2006)
Hongli Wu, Baolin Yin, Xia Zhao, Gang Xiang
A Workflow Model Supporting Flexible Process Based on Extensible Organization. APSCC (2006)
Gang Xiang
Fast Algorithm for Computing the Upper Endpoint of Sample Variance for Interval Data: Case of Sufficiently Accurate Measurements. Reliab. Comput. 12 (1) (2006)
Vladik Kreinovich, Gang Xiang, Scott A. Starks, Luc Longpré, Martine Ceberio, Roberto Araiza, Jan Beck, Raj Kandathi, Asis Nayak, Roberto Torres, Janos G. Hajagos
Towards Combining Probabilistic and Interval Uncertainty in Engineering Calculations: Algorithms for Computing Statistics under Interval Uncertainty, and Their Computational Complexity. Reliab. Comput. 12 (6) (2006)
Evgeny Dantsin, Vladik Kreinovich, Alexander Wolpert, Gang Xiang
Population Variance under Interval Uncertainty: A New Algorithm. Reliab. Comput. 12 (4) (2006)
Gang Xiang, Scott A. Starks, Vladik Kreinovich, Luc Longpré
New Algorithms for Statistical Analysis of Interval Data. PARA (2004)