Xiaopeng Xi

1.8k citations

36 papers · 1.2k · 1 hit paper · h-index 16

Impact in

Signal Processing top 1%
- Time Series Analysis and Forecasting
- Music and Audio Processing
- Data Management and Algorithms
Safety, Risk, Reliability and Quality top 2%
- Reliability and Maintenance Optimization

Papers in

Control and Systems Engineering 14
- Machine Fault Diagnosis Techniques 9
- Fault Detection and Control Systems 6
Safety, Risk, Reliability and Quality 13
- Reliability and Maintenance Optimization 13

Co-authors: Eamonn Keogh (11 shared papers)Wei Li (9 shared papers)Christian R. Shelton (1 shared paper)Chotirat Ann Ratanamahatana (1 shared paper)Maoyin Chen (10 shared papers)Donghua Zhou (11 shared papers)Sang‐Hee Lee (2 shared papers)Michail Vlachos (2 shared papers)
Journals: IEEE Transactions on Reliability (3 papers)IEEE Transactions on Instrumentation and Measurement (3 papers)Mechanical Systems and Signal Processing (2 papers)Materials Letters (1 paper)Pattern Analysis and Applications (1 paper)
Partner nations: China United States Chile

In The Last Decade

Xiaopeng Xi

32 papers receiving 1.2k citations

Xiaopeng Xi's Hit Papers

align trajectories log scale

Fast time series classification using numerosity reduction 2006 · 394 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2006 Fast time series classification using numerosity reduction

Peers

Countries citing papers authored by Xiaopeng Xi

Since Specialization

Citations

This map shows the geographic impact of Xiaopeng Xi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaopeng Xi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaopeng Xi more than expected).

Fields of papers citing papers by Xiaopeng Xi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaopeng Xi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaopeng Xi. The network helps show where Xiaopeng Xi may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaopeng Xi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaopeng Xi Line = papers co-authored together Xiaopeng Xi links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 36 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Fast time series classification using numerosity reduction Xiaopeng Xi, Eamonn Keogh, Christian R. Shelton, Wei Li, Chotirat Ann Ratanamahatana Hit paper breakdown →	2006	394
2	LB_Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures Very Large Data Bases ·Eamonn Keogh, Wei Li, Xiaopeng Xi, Sang‐Hee Lee, Michail Vlachos	2006	135
3	Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures The VLDB Journal ·Eamonn Keogh, Wei Li, Xiaopeng Xi, Michail Vlachos, Sang‐Hee Lee, Pavlos Protopapas	2008	86
4	Anytime Classification Using the Nearest Neighbor Algorithm with Applications to Stream Mining Ken Ueno, Xiaopeng Xi, Eamonn Keogh, Dah-Jye Lee	2006	75
5	SAXually Explicit Images: Finding Unusual Shapes Wei Li, Eamonn Keogh, Xiaopeng Xi	2006	65
6	Remaining Useful Life Prediction for Degradation Processes With Long-Range Dependence IEEE Transactions on Reliability ·Hanwen Zhang, Maoyin Chen, Xiaopeng Xi, Donghua Zhou	2017	62
7	A two-stage data-driven approach to remaining useful life prediction via long short-term memory networks Reliability Engineering & System Safety ·Huixin Zhang, Xiaopeng Xi, Rong Pan	2023	51
8	An improved non-Markovian degradation model with long-term dependency and item-to-item uncertainty Mechanical Systems and Signal Processing ·Xiaopeng Xi, Maoyin Chen, Hanwen Zhang, Donghua Zhou	2017	40
9	Intelligent Icons: Integrating Lite-Weight Data Mining and Visualization into GUI Operating Systems Eamonn Keogh, Wei Li, Xiaopeng Xi, Stefano Lonardi, Jin Shieh, Scott Sirowy	2006	38
10	Remaining Useful Life Prediction for Degradation Processes With Memory Effects IEEE Transactions on Reliability ·Xiaopeng Xi, Maoyin Chen, Donghua Zhou	2017	38
11	Predicting remaining useful life based on a generalized degradation with fractional Brownian motion Mechanical Systems and Signal Processing ·Hanwen Zhang, Donghua Zhou, Maoyin Chen, Xiaopeng Xi	2018	37
12	Remaining useful life prediction for multi-component systems with hidden dependencies Science China Information Sciences ·Xiaopeng Xi, Maoyin Chen, Donghua Zhou	2018	35
13	A new high algebraic order four stages symmetric two-step method with vanished phase-lag and its first and second derivatives for the numerical solution of the Schrödinger equation and related problems Journal of Mathematical Chemistry ·Xiaopeng Xi, T. E. Simos	2016	34
14	High-performance aluminium foam sandwich prepared through friction stir welding Materials Letters ·Pai Peng, Kuaishe Wang, Wen Wang, Liying Huang, Ke Qiao, Qianying Che, Xiaopeng Xi, Bing Zhang, Jun Cai	2018	32
15	Finding Motifs in a Database of Shapes Xiaopeng Xi, Eamonn Keogh, Wei Li, Agenor Mafra‐Neto	2007	30
16	A Random Forest and Model-Based Hybrid Method of Fault Diagnosis for Satellite Attitude Control Systems IEEE Transactions on Instrumentation and Measurement ·Shaozhi Chen, Rui Yang, Maiying Zhong, Xiaopeng Xi, Chengrui Liu	2023	23
17	Efficiently finding unusual shapes in large image databases Data Mining and Knowledge Discovery ·Wei Li, Eamonn Keogh, Xiaopeng Xi, Melissa Yoder	2008	12
18	Remaining useful life prediction for multivariable stochastic degradation systems with non‐Markovian diffusion processes Quality and Reliability Engineering International ·Xiaopeng Xi, Donghua Zhou, Maoyin Chen, N. Balakrishnan, Hanwen Zhang	2020	11
19	Fast Best-Match Shape Searching in Rotation-Invariant Metric Spaces IEEE Transactions on Multimedia ·Dragomir Yankov, Eamonn Keogh, Wei Li, Xiaopeng Xi, Wendy L. Hodges	2008	8
20	Remaining useful life prediction for fractional degradation processes under varying modes The Canadian Journal of Chemical Engineering ·Xiaopeng Xi, Donghua Zhou, Maoyin Chen, N. Balakrishnan	2019	7

About Xiaopeng Xi

Xiaopeng Xi is a scholar working on Control and Systems Engineering, Safety, Risk, Reliability and Quality, Computer Vision and Pattern Recognition, Artificial Intelligence and Mechanics of Materials, having authored 36 papers that have together received 1.2k indexed citations. Recurring topics across this work include Reliability and Maintenance Optimization (13 papers), Machine Fault Diagnosis Techniques (9 papers), Image Retrieval and Classification Techniques (8 papers), Fault Detection and Control Systems (6 papers), Time Series Analysis and Forecasting (6 papers), Statistical Distribution Estimation and Applications (6 papers), Anomaly Detection Techniques and Applications (6 papers) and Image Processing and 3D Reconstruction (5 papers). The work is most often cited by research in Signal Processing (630 citations), Safety, Risk, Reliability and Quality (168 citations), Artificial Intelligence (503 citations), Computer Vision and Pattern Recognition (188 citations) and Statistics and Probability (73 citations). Xiaopeng Xi has collaborated with scholars based in China, United States and Chile. Frequent co-authors include Eamonn Keogh, Wei Li, Christian R. Shelton, Chotirat Ann Ratanamahatana, Maoyin Chen, Donghua Zhou, Sang‐Hee Lee, Michail Vlachos, Hanwen Zhang and Dah-Jye Lee. Their work appears in journals such as IEEE Transactions on Reliability, IEEE Transactions on Instrumentation and Measurement, Mechanical Systems and Signal Processing, Materials Letters and Pattern Analysis and Applications.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Xiaopeng Xi's Hit Papers

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All Works

About Xiaopeng Xi

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