
Pengfei Chen
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2020 – today
- 2021
- [j32]Wenzhong Shi, Zhewei Liu
, Zhenlin An, Pengfei Chen:
RegNet: a neural network model for predicting regional desirability with VGI data. Int. J. Geogr. Inf. Sci. 35(1): 175-192 (2021) - 2020
- [j31]Hongyang Chen
, Pengfei Chen, Guangba Yu:
A Framework of Virtual War Room and Matrix Sketch-Based Streaming Anomaly Detection for Microservice Systems. IEEE Access 8: 43413-43426 (2020) - [j30]Hui Dou
, Pengfei Chen, Zibin Zheng
:
Hdconfigor: Automatically Tuning High Dimensional Configuration Parameters for Log Search Engines. IEEE Access 8: 80638-80653 (2020) - [j29]Dongyan Zhang, Yang Ding, Pengfei Chen, Xiangqian Zhang, Zhenggao Pan, Dong Liang:
Automatic extraction of wheat lodging area based on transfer learning method and deeplabv3+ network. Comput. Electron. Agric. 179: 105845 (2020) - [j28]Jianxiao Liu
, Wenzhong Shi, Pengfei Chen
:
Exploring Travel Patterns during the Holiday Season - A Case Study of Shenzhen Metro System During the Chinese Spring Festival. ISPRS Int. J. Geo Inf. 9(11): 651 (2020) - [j27]Xin Zhao, Huan Zhao
, Pengfei Chen, Han Ding:
Model accelerated reinforcement learning for high precision robotic assembly. Int. J. Intell. Robotics Appl. 4(2): 202-216 (2020) - [j26]Pengfei Chen:
Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation. Remote. Sens. 12(19): 3201 (2020) - [j25]Pengfei Chen, Fangyong Wang:
New Textural Indicators for Assessing Above-Ground Cotton Biomass Extracted from Optical Imagery Obtained via Unmanned Aerial Vehicle. Remote. Sens. 12(24): 4170 (2020) - [j24]Shanxiong Chen
, Wenzhong Shi, Mingting Zhou
, Min Zhang
, Pengfei Chen
:
Automatic Building Extraction via Adaptive Iterative Segmentation With LiDAR Data and High Spatial Resolution Imagery Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2081-2095 (2020) - [c42]Pengfei Chen, Lina Wang, Hui Di, Kazushige Ouchi, Lvhong Wang:
Compress Polyphone Pronunciation Prediction Model with Shared Labels. CNCL 2020: 403-414 - [c41]Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu:
SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults. ISSRE 2020: 92-103 - [c40]Pengfei Chen, Leida Li, Lei Ma, Jinjian Wu, Guangming Shi:
RIRNet: Recurrent-In-Recurrent Network for Video Quality Assessment. ACM Multimedia 2020: 834-842 - [c39]Pengfei Chen, Minglei Yuan, Tong Lu:
Multi-scale Comparison Network for Few-Shot Learning. MMM (2) 2020: 3-13 - [c38]Meng Ma, Jingmin Xu, Yuan Wang, Pengfei Chen, Zonghua Zhang
, Ping Wang:
AutoMAP: Diagnose Your Microservice-based Web Applications Automatically. WWW 2020: 246-258 - [i13]Yihang Zhang, Aristotelis-Angelos Papadopoulos, Pengfei Chen, Faisal Alasiri, Tianchen Yuan, Jin Zhou, Petros A. Ioannou:
Integrated Traffic Simulation-Prediction System using Neural Networks with Application to the Los Angeles International Airport Road Network. CoRR abs/2008.01902 (2020) - [i12]Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng:
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels. CoRR abs/2012.04193 (2020) - [i11]Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng:
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise. CoRR abs/2012.05458 (2020)
2010 – 2019
- 2019
- [j23]Pengfei Chen
, Wenzhong Shi
, Xiaolin Zhou, Zhewei Liu
, Xuandi Fu:
STLP-GSM: a method to predict future locations of individuals based on geotagged social media data. Int. J. Geogr. Inf. Sci. 33(12): 2337-2362 (2019) - [j22]Pengfei Chen
, Wenzhong Shi
, Rong Kou:
Reference-Free Measurement of the Classification Reliability of Vector-Based Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 16(7): 1090-1094 (2019) - [j21]Pengfei Chen, Leida Li, Xinfeng Zhang, Shanshe Wang, Allen Tan:
Blind quality index for tone-mapped images based on luminance partition. Pattern Recognit. 89: 108-118 (2019) - [j20]Bo Fang, Rong Kou, Li Pan, Pengfei Chen
:
Category-Sensitive Domain Adaptation for Land Cover Mapping in Aerial Scenes. Remote. Sens. 11(22): 2631 (2019) - [j19]Wen Zou, Chaoshun Li
, Pengfei Chen:
An Inter Type-2 FCR Algorithm Based T-S Fuzzy Model for Short-Term Wind Power Interval Prediction. IEEE Trans. Ind. Informatics 15(9): 4934-4943 (2019) - [j18]Pengfei Chen
, Yong Qi, Di Hou:
CauseInfer: Automated End-to-End Performance Diagnosis with Hierarchical Causality Graph in Cloud Environment. IEEE Trans. Serv. Comput. 12(2): 214-230 (2019) - [c37]Bin Yan, Pengfei Chen, Xiaoyun Li, Yongfeng Wang:
Nebula: A Blockchain Based Decentralized Sharing Computing Platform. BlockSys 2019: 715-731 - [c36]Yang Zhang, Pengfei Chen, Long Hao:
Research on Privacy Protection with Weak Security Network Coding for Mobile Computing. CBD 2019: 174-179 - [c35]Pengfei Chen, Leida Li, Yipo Huang, Fengfeng Tan, Wenjun Chen:
QoE Evaluation for Live Broadcasting Video. ICIP 2019: 454-458 - [c34]Pengfei Chen, Huan Zhao, Xin Yan, Han Ding:
Force Control Polishing Device Based on Fuzzy Adaptive Impedance Control. ICIRA (4) 2019: 181-194 - [c33]Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang:
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. ICML 2019: 1062-1070 - [c32]Guangba Yu, Pengfei Chen, Zibin Zheng:
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach. ICWS 2019: 68-75 - [c31]Pengfei Chen:
Cotton Leaf Area Index Estimation Using Unmanned Aerial Vehicle Multi-Spectral Images. IGARSS 2019: 6251-6254 - [c30]Minglei Yuan, Xiaozhong Ji, Tong Lu, Pengfei Chen, Hualu Zhang:
A Novel Two-Factor Attention Encoder-Decoder Network through Combining Temporal and Prior Knowledge for Weather Forecasting. IJCNN 2019: 1-8 - [i10]Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang:
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. CoRR abs/1905.05040 (2019) - [i9]Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang:
Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks. CoRR abs/1905.05928 (2019) - [i8]Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Zhaopeng Meng, Yaodong Yang, Li Wang:
Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction. CoRR abs/1905.11100 (2019) - [i7]Pengfei Chen, Weiwen Liu, Chang-Yu Hsieh, Guangyong Chen, Shengyu Zhang:
Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization. CoRR abs/1906.05488 (2019) - [i6]Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang:
A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR. CoRR abs/1906.05509 (2019) - [i5]Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard S. Zemel, Shengyu Zhang:
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. CoRR abs/1906.09427 (2019) - 2018
- [j17]Yu-Tong He, Di Tian, Ranran Gao, Run-Long Fan, Li Yao, Pengfei Chen:
SHRIMPDB: a new geoanalytical database for U-Th-Pb geochronological data from SHRIMP measurements. Earth Sci. Informatics 11(4): 623-631 (2018) - [j16]Pengfei Chen
, Wenzhong Shi
:
Measuring the Spatial Relationship Information of Multi-Layered Vector Data. ISPRS Int. J. Geo Inf. 7(3): 88 (2018) - [j15]Pengfei Chen
, Yong Qi, Xinyi Li, Di Hou, Michael Rung-Tsong Lyu:
ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy. IEEE Trans. Dependable Secur. Comput. 15(4): 675-693 (2018) - [c29]Jinran Liu, Pengfei Chen, Xingang Xu:
Estimating Wheat Coverage Using Multispectral Images Collected by Unmanned Aerial Vehicles and a New Sensor. Agro-Geoinformatics 2018: 1-5 - [c28]Ping Wang, Jingmin Xu, Meng Ma, Weilan Lin, Disheng Pan, Yuan Wang, Pengfei Chen:
CloudRanger: Root Cause Identification for Cloud Native Systems. CCGrid 2018: 492-502 - [c27]JinJin Lin, Pengfei Chen, Zibin Zheng:
Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments. ICSOC 2018: 3-20 - [c26]Zijie Guan, JinJin Lin, Pengfei Chen:
On Anomaly Detection and Root Cause Analysis of Microservice Systems. ICSOC Workshops 2018: 465-469 - [c25]Yi Lian, Long He, Jinsong Ping, Zhiguo Meng, Xiaoming Zeng, Pengfei Chen, Tiejun Cui:
The Spatiotemporal Distribution of Microwave Brightness Temperature in the Von Karman Crater Based on Filed Theory. IGARSS 2018: 6788-6791 - [c24]Hong Kou, Pengfei Chen:
An Ensemble Signature-Based Approach for Performance Diagnosis in Big Data Platform. SOSE 2018: 106-115 - [c23]Fan Jing Meng, Jingmin Xu, Xiao Zhang, Lin Yang, Pengfei Chen, Yuan Wang, Xiaoxi Liu, Naga Ayachitula, Karin Murthy, Larisa Shwartz, George Galambos, Zhuo Su, Jun Zheng:
Opportunities and Challenges Towards Cognitive IT Service Management in Real World. SOSE 2018: 164-173 - [c22]Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu
, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell:
Understanding Convolution for Semantic Segmentation. WACV 2018: 1451-1460 - 2017
- [j14]Xinyi Li
, Yong Qi, Pengfei Chen, Yang Fan:
A cost-effective strategy for Cloud system maintenance. Comput. Electr. Eng. 58: 176-189 (2017) - [j13]Pengfei Chen, Jiali Shang, Budong Qian, Qi Jing, Jiangui Liu
:
A New Regionalization Scheme for Effective Ecological Restoration on the Loess Plateau in China. Remote. Sens. 9(12): 1323 (2017) - [j12]Taifeng Dong, Jiangui Liu
, Budong Qian
, Qi Jing, Holly Croft
, Jingming Chen, Jinfei Wang, Ted Huffman, Jiali Shang, Pengfei Chen:
Deriving Maximum Light Use Efficiency From Crop Growth Model and Satellite Data to Improve Crop Biomass Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 104-117 (2017) - [j11]Pengfei Chen, Yong Qi, Di Hou:
InvarNet-X: A Black-Box Invariant-Based Approach to Diagnosing Big Data Systems. IEEE Trans. Emerg. Top. Comput. 5(4): 450-465 (2017) - [c21]Fan Jing Meng, Xiao Zhang, Pengfei Chen, Jing Min Xu:
DriftInsight: Detecting Anomalous Behaviors in Large-Scale Cloud Platform. CLOUD 2017: 230-237 - [c20]Tong Jia, Lin Yang, Pengfei Chen, Ying Li, Fanjing Meng, Jingmin Xu:
LogSed: Anomaly Diagnosis through Mining Time-Weighted Control Flow Graph in Logs. CLOUD 2017: 447-455 - [c19]Jingmin Xu, Yuan Wang, Pengfei Chen, Ping Wang:
Lightweight and Adaptive Service API Performance Monitoring in Highly Dynamic Cloud Environment. SCC 2017: 35-43 - [c18]Jingmin Xu, Pengfei Chen, Lin Yang, Fanjing Meng, Ping Wang:
LogDC: Problem Diagnosis for Declartively-Deployed Cloud Applications with Log. ICEBE 2017: 282-287 - [c17]Xuemei Xie
, Xun Xu, Lihua Ma, Guangming Shi, Pengfei Chen:
On the study of predictors in Single Shot Multibox Detector. ICVIP 2017: 186-191 - [c16]Tong Jia, Pengfei Chen, Lin Yang, Ying Li, Fanjing Meng, Jingmin Xu:
An Approach for Anomaly Diagnosis Based on Hybrid Graph Model with Logs for Distributed Services. ICWS 2017: 25-32 - [c15]Weihua Deng, Pengfei Chen, Kang Li, Chuanfeng Li:
Control Strategies for the Microgrid Control System with Communication Delays. LSMS/ICSEE (3) 2017: 579-586 - [i4]Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell:
Understanding Convolution for Semantic Segmentation. CoRR abs/1702.08502 (2017) - 2016
- [j10]Xinyi Li, Yong Qi, Pengfei Chen, Xiaohui Zhang:
A Heuristic Time Sharing Policy for Backup Resources in Cloud System. KSII Trans. Internet Inf. Syst. 10(7): 3026-3049 (2016) - [j9]Junjie Shen, Pengfei Chen, Lei Su, Tielin Shi, Zirong Tang, Guanglan Liao:
X-ray inspection of TSV defects with self-organizing map network and Otsu algorithm. Microelectron. Reliab. 67: 129-134 (2016) - [j8]Qiaoyun Xie
, Wenjiang Huang, Bing Zhang, Pengfei Chen, Xiaoyu Song, Simone Pascucci, Stefano Pignatti
, Giovanni Laneve, Yingying Dong:
Estimating Winter Wheat Leaf Area Index From Ground and Hyperspectral Observations Using Vegetation Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 771-780 (2016) - [c14]Xinyi Li, Yong Qi, Pengfei Chen, Xiaohui Zhang:
Optimizing Backup Resources in the Cloud. CLOUD 2016: 790-797 - [c13]Xiao Zhang, Fanjing Meng, Pengfei Chen, Jingmin Xu:
TaskInsight: A Fine-Grained Performance Anomaly Detection and Problem Locating System. CLOUD 2016: 917-920 - 2015
- [j7]Yiliang Wan
, Wenzhong Shi
, Lipeng Gao, Pengfei Chen, Yong Hua:
A general framework for spatial data inspection and assessment. Earth Sci. Informatics 8(4): 919-935 (2015) - [j6]Guanglan Liao, Pengfei Chen, Li Du, Lei Su, Zhiping Liu, Zirong Tang, Tielin Shi:
Using SOM neural network for X-ray inspection of missing-bump defects in three-dimensional integration. Microelectron. Reliab. 55(12): 2826-2832 (2015) - [j5]Pengfei Chen:
A Comparison of Two Approaches for Estimating the Wheat Nitrogen Nutrition Index Using Remote Sensing. Remote. Sens. 7(4): 4527-4548 (2015) - [c12]Hui Dou, Yong Qi, Pengfei Chen:
A Novel Approach to Improving Resource Utilization for IaaS. IEEE WISA 2015: 89-94 - [i3]Pengfei Chen, Yong Qi, Di Hou:
CHAOS: Accurate and Realtime Detection of Aging-Oriented Failure Using Entropy. CoRR abs/1502.00781 (2015) - [i2]Pengfei Chen, Yong Qi, Peipei Wang, Li Su, Xinyi Li:
Making Availability as a Service in the Clouds. CoRR abs/1503.04422 (2015) - 2014
- [j4]Qiaoyun Xie
, Wenjiang Huang, Dong Liang, Pengfei Chen, Chaoyang Wu, Guijun Yang, Jingcheng Zhang, Linsheng Huang, Dongyan Zhang:
Leaf Area Index Estimation Using Vegetation Indices Derived From Airborne Hyperspectral Images in Winter Wheat. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3586-3594 (2014) - [j3]Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu:
An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems. IEEE Trans. Reliab. 63(4): 927-943 (2014) - [c11]Xinyi Li, Hui He, Pengfei Chen, Xiaohui Zhang, Li Su, Yong Qi:
Multiplexing of Backup VMs Based on Greedy Policy. IEEE WISA 2014: 197-202 - [c10]Pengfei Chen, Yong Qi, Pengfei Zheng, Di Hou:
CauseInfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems. INFOCOM 2014: 1887-1895 - [c9]Pengfei Chen, Yong Qi, Di Hou, Huachong Sun:
InvarNet-X: A Comprehensive Invariant Based Approach for Performance Diagnosis in Big Data Platform. BPOE@ASPLOS/VLDB 2014: 124-140 - [i1]Pengfei Chen, Yong Qi, Di Hou, Jiankang Liu:
Bio-inspired Mechanism and Model Exploration of Software Aging. CoRR abs/1409.1879 (2014) - 2013
- [j2]Pengfei Chen, Jihua Wang, Wenjiang Huang, Nicolas Tremblay
, Yangzhu Ou, Qian Zhang:
Critical Nitrogen Curve and Remote Detection of Nitrogen Nutrition Index for Corn in the Northwestern Plain of Shandong Province, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 682-689 (2013) - [c8]Pengfei Chen, Yong Qi, Xinyi Li, Li Su:
An ensemble MIC-based approach for performance diagnosis in big data platform. BigData 2013: 78-85 - [c7]Pengfei Chen, Yong Qi, Pengfei Zheng, Jianfeng Zhan, Yihan Wu:
Multi-scale Entropy: One Metric of Software Aging. SOSE 2013: 162-169 - 2010
- [c6]Rui Liu, Jiulin Sun, Juanle Wang, Xiaolei Li, Fei Yang, Pengfei Chen:
Study of remote sensing based parameter uncertainty in production Efficiency Models. IGARSS 2010: 3303-3306
2000 – 2009
- 2009
- [j1]Alireza Pourshahid, Daniel Amyot
, Liam Peyton, Sepideh Ghanavati, Pengfei Chen, Michael Weiss, Alan J. Forster:
Business process management with the user requirements notation. Electron. Commer. Res. 9(4): 269-316 (2009) - [c5]Kaiyin Huang, Min Yue, Pengfei Chen, Yanshan He, Xiaoyun Chen:
A Cluster-Based Watermarking Technique for Relational Database. DBTA 2009: 107-110 - [c4]Kaiyin Huang, Pengfei Chen, Yi Chen, Weiguo Song, Xiaoyun Chen:
The Research for Embedded Active Database Based on ECA Rule and Implementation in SQLite Database. DBTA 2009: 476-479 - [c3]Xiaoyun Chen, Yanshan He, Pengfei Chen, Shengfa Miao, Weiguo Song, Min Yue:
HPFP-Miner: A Novel Parallel Frequent Itemset Mining Algorithm. ICNC (3) 2009: 139-143 - 2008
- [c2]Chenxi Shao, Pengfei Chen, Lizhong Wang, Fangfang Liu:
A Novel Method for Qualitative Modeling and Simulation Based on XML. ISCSCT (2) 2008: 627-631 - 2007
- [c1]Alireza Pourshahid, Daniel Amyot, Pengfei Chen, Michael Weiss, Alan J. Forster:
Business Process Monitoring and Alignment: An Approach Based on the User Requirements Notation and Business Intelligence Tools. WER 2007: 80-91
Coauthor Index

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