Peng Wang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Topics

Subsequence Matching

Top Venues

Publications

Zeyu Wang, Zhenying He, Peng Wang, Yang Wang, Wei Wang
Static and Streaming Discovery of Maximal Linear Representation Between Time Series. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Zeyu Wang, Haoran Xiong, Zhenying He, Peng Wang, Wei Wang
Distance Comparison Operators for Approximate Nearest Neighbor Search: Exploration and Benchmark. CoRR (2024)
Xiaolei Chen, Jie Shi, Jia Chen, Peng Wang, Wei Wang
High-precision Online Log Parsing with Large Language Models. ICSE Companion (2024)
Hanbo Zhang, Peng Wang, Shen Liang, Tongming Zhou, Wei Wang
Heterogeneous Feature Based Time Series Classification With Attention Mechanism. IEEE Access 11 (2023)
Hanbo Zhang, Jiangxin Li, Shen Liang, Peng Wang, Themis Palpanas, Chen Wang, Wei Wang, Haoxuan Zhou, Jianwei Song, Wen Lu
Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications. KDD (2023)
Zeyu Wang, Peng Wang, Themis Palpanas, Wei Wang
Graph- and Tree-based Indexes for High-dimensional Vector Similarity Search: Analyses, Comparisons, and Future Directions. IEEE Data Eng. Bull. 46 (3) (2023)
Hanbo Zhang, Peng Wang, Mingming Zhang, Wei Wang
Shapelet Based Two-Step Time Series Positive and Unlabeled Learning. J. Comput. Sci. Technol. 38 (6) (2023)
Xiaolei Chen, Peng Wang, Jia Chen, Wei Wang
AS-Parser: Log Parsing Based on Adaptive Segmentation. Proc. ACM Manag. Data 1 (4) (2023)
Mingming Zhang, Peng Wang, Wei Wang
Efficient Consensus Motif Discovery of All Lengths in Multiple Time Series. DASFAA (2) (2022)
Fan Qiao, Peng Wang, Wei Wang, Binjie Wang
An Interpretable Time Series Classification Approach Based on Feature Clustering. DASFAA (2) (2022)
Shuye Pan, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
NLC: Search Correlated Window Pairs on Long Time Series. Proc. VLDB Endow. 15 (7) (2022)
Jia Chen, Peng Wang, Wei Wang
Online Summarizing Alerts through Semantic and Behavior Information. ICSE (2022)
Jia Chen, Peng Wang, Fan Qiao, Shi-Qing Du, Wei Wang
PLQ: An Efficient Approach to Processing Pattern-Based Log Queries. J. Comput. Sci. Technol. 37 (5) (2022)
Jing Zhao, Peng Wang, Bo Tang, Lu Liu, Chen Wang, Wei Wang, Jianmin Wang
Constructing Compact Time Series Index for Efficient Window Query Processing. ICDE (2022)
Bin Xie, Qiuhong Li, Yang Wang, Peng Wang
EPLA-DSTree: Extending Piecewise Linear Approximation on a Dynamic Segmentation Tree Index in Sensor-Cloud Systems. IEEE Access 9 (2021)
Hanbo Zhang, Peng Wang, Zicheng Fang, Zeyu Wang, Wei Wang
ELIS++: a shapelet learning approach for accurate and efficient time series classification. World Wide Web 24 (2) (2021)
Chen Wang, Xiangdong Huang, Jialin Qiao, Tian Jiang, Lei Rui, Jinrui Zhang, Rong Kang, Julian Feinauer, Kevin Mcgrail, Peng Wang, Diaohan Luo, Jun Yuan, Jianmin Wang, Jiaguang Sun
Apache IoTDB: Time-series database for Internet of Things. Proc. VLDB Endow. 13 (12) (2020)
Jia Chen, Peng Wang, Shiqing Du, Wei Wang
Log Pattern Mining for Distributed System Maintenance. Complex. 2020 (2020)
Kefeng Feng, Peng Wang, Jiaye Wu, Wei Wang
L-Match: A Lightweight and Effective Subsequence Matching Approach. IEEE Access 8 (2020)
Jinhua Wang, Qiuhong Li, Zhongsheng Li, Peng Wang, Yang Wang, Wei Wang, Ningting Pan, Mingmin Chi
Similarity join on time series by utilizing a dynamic segmentation index. Knowl. Inf. Syst. 61 (3) (2019)
Jiaye Wu, Peng Wang, Ningting Pan, Chen Wang, Wei Wang, Jianmin Wang
KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping. ICDE (2019)
Kefeng Feng, Jiaye Wu, Peng Wang, Ningting Pan, Wei Wang
MVS-match: An Efficient Subsequence Matching Approach Based on the Series Synopsis. DASFAA (3) (2019)
Yumin Zhou, Peng Wang, Wei Wang
A Real-Time Sensor Network Aggregation Computing System. CSCloud/EdgeCom (2018)
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
Matching Consecutive Subpatterns Over Streaming Time Series. CoRR (2018)
Huisheng Zhu, Lin Chen, Jinhai Li, Aiping Zhou, Peng Wang, Wei Wang
A General Depth-First-Search based Algorithm for Frequent Episode Discovery. ICNC-FSKD (2018)
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
Matching Consecutive Subpatterns over Streaming Time Series. APWeb/WAIM (2) (2018)
Zhongsheng Li, Qiuhong Li, Wei Wang, Qitong Wang, Fengbin Qi, Yimin Liu, Peng Wang
HDUMP: A Data Recovery Tool for Hadoop. DASFAA (2) (2018)
Zicheng Fang, Peng Wang, Wei Wang
Efficient Learning Interpretable Shapelets for Accurate Time Series Classification. ICDE (2018)
Jiaye Wu, Yang Wang, Peng Wang, Jian Pei, Wei Wang
Finding Maximal Significant Linear Representation between Long Time Series. ICDM (2018)
Ningting Pan, Peng Wang, Jiaye Wu, Wei Wang
MTSC: An Effective Multiple Time Series Compressing Approach. DEXA (1) (2018)
Qiuhong Li, Peng Wang, Yang Wang, Wei Wang, Yimin Liu, Jiaye Wu, Danyang Dou
Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach. DASFAA (1) (2017)
Xiaqing Wang, Zicheng Fang, Peng Wang, Ruiyuan Zhu, Wei Wang
A Distributed Multi-level Composite Index for KNN Processing on Long Time Series. DASFAA (1) (2017)
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
Fine-Grained Pattern Matching Over Streaming Time Series. CoRR (2017)
Hanbo Zhang, Yawen Wang, Peng Wang, Wei Wang
Burst-Based Event Classification on Weakly Labeled Time Series Data of Sensors. BigData Congress (2017)
Jiaye Wu, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series. CoRR (2017)
Qiyang Duan, Mingxi Wu, Peng Wang, Wei Wang, Yu Cao
A Probabilistic Approach to Detect Local Dependencies in Streams. DEXA (2) (2014)
Qiuhong Li, Peng Wang, Wei Wang, Hao Hu, Zhongsheng Li, Junxian Li
An Efficient K-means Clustering Algorithm on MapReduce. DASFAA (1) (2014)
Hao Hu, Mingxi Zhang, Zhenying He, Peng Wang, Wei Wang, Chengfei Liu
Topical Presentation of Search Results on Database. DASFAA (2) (2014)
Qiuhong Li, Ke Dai, Wei Wang, Peng Wang, Rongming He, Mingxiu Dong
Exploring Computation Locality of Graph Mining Algorithms on MapReduce. Web Intelligence (2013)
Qiuhong Li, Wei Wang, Peng Wang, Ke Dai, Zhihui Wang, Yang Wang, Weiwei Sun
Combination of In-Memory Graph Computation with MapReduce: A Subgraph-Centric Method of PageRank. WAIM (2013)
Yang Wang, Peng Wang, Jian Pei, Wei Wang, Sheng Huang
A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series. Proc. VLDB Endow. 6 (10) (2013)
Hao Hu, Mingxi Zhang, Zhenying He, Peng Wang, Wei Wang
Diversifying Query Suggestions by Using Topics from Wikipedia. Web Intelligence (2013)
Xianmang He, Huahui Chen, Yefang Chen, Yihong Dong, Peng Wang, Zhenhua Huang
Clustering-Based k-Anonymity. PAKDD (1) (2012)
Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi
Discovering Frequent Closed Episodes from an event sequence. IJCNN (2012)
Qiyang Duan, Peng Wang, Mingxi Wu, Wei Wang, Sheng Huang
Approximate Query on Historical Stream Data. DEXA (2) (2011)
Peng Wang, Haixun Wang, Wei Wang
Finding semantics in time series. SIGMOD Conference (2011)
Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi
Stream Prediction Using Representative Episode Rules. ICDM Workshops (2011)
Qiuhong Li, Zhihui Wang, Wei Wang, Yimin Liu, Peng Wang, Tao Yu
LI-MR: A Local Iteration Map/Reduce Model and Its Application to Mine Community Structure in Large-Scale Networks. ICDM Workshops (2011)
Peng Wang, Haixun Wang, Majin Liu, Wei Wang
An algorithmic approach to event summarization. SIGMOD Conference (2010)
Huisheng Zhu, Peng Wang, Xianmang He, Yujia Li, Wei Wang, Baile Shi
Efficient Episode Mining with Minimal and Non-overlapping Occurrences. ICDM (2010)
Xiaochen Wu, Peng Wang, Wei Wang, Baile Shi
Data-Aware Clustering Hierarchy for Wireless Sensor Networks. PAKDD (2008)
Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution. IEEE Trans. Knowl. Data Eng. 19 (9) (2007)
Peng Wang, Haixun Wang, Wei Wang, Baile Shi, Philip S. Yu
LOCI: Load Shedding through Class-Preserving Data Acquisition. ICDM (2006)
Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams. ICDM (2005)
Jin Pan, Peng Wang, Wei Wang, Baile Shi, Genxing Yang
Efficient Algorithms for Mining Maximal Frequent Concatenate Sequences in Biological Datasets. CIT (2005)
Yong Yan, Peng Wang, Chen Wang, Haofeng Zhou, Wei Wang, Baile Shi
ANNE: An Efficient Framework on View Selection Problem. APWeb (2004)