Peng Wang

Orcid: 0000-0002-8136-9621

Affiliations:

Fudan University, School of Computer Science, Shanghai, China

According to our database¹, Peng Wang authored at least 61 papers between 2004 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Static and Streaming Discovery of Maximal Linear Representation Between Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2024

Distance Comparison Operators for Approximate Nearest Neighbor Search: Exploration and Benchmark.

[BibT_eX]

[DOI]

CoRR, 2024

2023

AS-Parser: Log Parsing Based on Adaptive Segmentation.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

Shapelet Based Two-Step Time Series Positive and Unlabeled Learning.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., December, 2023

Dumpy: A Compact and Adaptive Index for Large Data Series Collections.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Graph- and Tree-based Indexes for High-dimensional Vector Similarity Search: Analyses, Comparisons, and Future Directions.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2023

Heterogeneous Feature Based Time Series Classification With Attention Mechanism.

[BibT_eX]

[DOI]

IEEE Access, 2023

Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

NLC: Search Correlated Window Pairs on Long Time Series.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

ML-Parser: An Efficient and Accurate Online Log Parser.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2022

PLQ: An Efficient Approach to Processing Pattern-Based Log Queries.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2022

Online Summarizing Alerts through Semantic and Behavior Information.

[BibT_eX]

[DOI]

Jia Chen

Peng Wang

Wei Wang

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Constructing Compact Time Series Index for Efficient Window Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Efficient Consensus Motif Discovery of All Lengths in Multiple Time Series.

[BibT_eX]

[DOI]

Mingming Zhang

Peng Wang

Wei Wang

Proceedings of the Database Systems for Advanced Applications, 2022

An Interpretable Time Series Classification Approach Based on Feature Clustering.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

2021

ELIS++: a shapelet learning approach for accurate and efficient time series classification.

[BibT_eX]

[DOI]

World Wide Web, 2021

EPLA-DSTree: Extending Piecewise Linear Approximation on a Dynamic Segmentation Tree Index in Sensor-Cloud Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Apache IoTDB: Time-series database for Internet of Things.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Log Pattern Mining for Distributed System Maintenance.

[BibT_eX]

[DOI]

Complex., 2020

L-Match: A Lightweight and Effective Subsequence Matching Approach.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Two-level Attention-based Sequence-to-Sequence Model for Accurate Inter-patient Arrhythmia Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Similarity join on time series by utilizing a dynamic segmentation index.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

Fast correlation coefficient estimation algorithm for HBase-based massive time series data.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

MVS-match: An Efficient Subsequence Matching Approach Based on the Series Synopsis.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

2018

A General Depth-First-Search based Algorithm for Frequent Episode Discovery.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Natural Computation, 2018

Finding Maximal Significant Linear Representation between Long Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Efficient Learning Interpretable Shapelets for Accurate Time Series Classification.

[BibT_eX]

[DOI]

Zicheng Fang

Peng Wang

Wei Wang

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

MTSC: An Effective Multiple Time Series Compressing Approach.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2018

HDUMP: A Data Recovery Tool for Hadoop.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

A Real-Time Sensor Network Aggregation Computing System.

[BibT_eX]

[DOI]

Yumin Zhou

Peng Wang

Wei Wang

Proceedings of the 5th IEEE International Conference on Cyber Security and Cloud Computing, 2018

Matching Consecutive Subpatterns over Streaming Time Series.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Fine-Grained Pattern Matching Over Streaming Time Series.

[BibT_eX]

[DOI]

CoRR, 2017

KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series.

[BibT_eX]

[DOI]

CoRR, 2017

A Distributed Multi-level Composite Index for KNN Processing on Long Time Series.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Burst-Based Event Classification on Weakly Labeled Time Series Data of Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

An efficient MapReduce algorithm for similarity join in metric spaces.

[BibT_eX]

[DOI]

Wen Liu

Yanming Shen

Peng Wang

J. Supercomput., 2016

An Efficient Approach of Processing Multiple Continuous Queries.

[BibT_eX]

[DOI]

Wen Liu

Yanming Shen

Peng Wang

J. Comput. Sci. Technol., 2016

2014

A Probabilistic Approach to Detect Local Dependencies in Streams.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2014

An Efficient K-means Clustering Algorithm on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Topical Presentation of Search Results on Database.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

2013

A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Exploring Computation Locality of Graph Mining Algorithms on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Diversifying Query Suggestions by Using Topics from Wikipedia.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Combination of In-Memory Graph Computation with MapReduce: A Subgraph-Centric Method of PageRank.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

2012

Clustering-Based k-Anonymity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Discovering Frequent Closed Episodes from an event sequence.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Finding semantics in time series.

[BibT_eX]

[DOI]

Peng Wang

Haixun Wang

Wei Wang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Stream Prediction Using Representative Episode Rules.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

LI-MR: A Local Iteration Map/Reduce Model and Its Application to Mine Community Structure in Large-Scale Networks.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Approximate Query on Historical Stream Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2011

2010

An algorithmic approach to event summarization.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Efficient Episode Mining with Minimal and Non-overlapping Occurrences.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2008

Data-Aware Clustering Hierarchy for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

2006

LOCI: Load Shedding through Class-Preserving Data Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Efficient Algorithms for Mining Maximal Frequent Concatenate Sequences in Biological Datasets.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

2004

ANNE: An Efficient Framework on View Selection Problem.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

Peng Wang

Timeline

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