Xingkong Ma

According to our database1, Xingkong Ma authored at least 40 papers between 2010 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
An end-to-end distance measuring for mixed data based on deep relevance learning.
Intell. Data Anal., 2020

ADSAD: An unsupervised attention-based discrete sequence anomaly detection framework for network security analysis.
Comput. Secur., 2020

DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks for Distributed Class-Imbalance Learning.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

2019
FAAD: an unsupervised fast and accurate anomaly detection method for a multi-dimensional sequence over data stream.
Frontiers Inf. Technol. Electron. Eng., 2019

A Neural Probabilistic outlier detection method for categorical data.
Neurocomputing, 2019

Variational autoencoder-based outlier detection for high-dimensional data.
Intell. Data Anal., 2019

LAR: Locality-Aware Reconstruction for erasure-coded distributed storage systems.
Concurr. Comput. Pract. Exp., 2019

A Graph-Based Method for Active Outlier Detection With Limited Expert Feedback.
IEEE Access, 2019

DCIGAN: A Distributed Class-Incremental Learning Method Based on Generative Adversarial Networks.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

A Distributed Class-Incremental Learning Method Based on Neural Network Parameter Fusion.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
TA-Update: An Adaptive Update Scheme with Tree-Structured Transmission in Erasure-Coded Storage Systems.
IEEE Trans. Parallel Distributed Syst., 2018

EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams.
Int. J. Distributed Sens. Networks, 2018

Incremental encoding for erasure-coded cross-datacenters cloud storage.
Future Gener. Comput. Syst., 2018

Attentional Payload Anomaly Detector for Web Applications.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

FROD: Fast and Robust Distance-Based Outlier Detection with Active-Inliers-Patterns in Data Streams.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Combine Value Clustering and Weighted Value Coupling Learning for Outlier Detection in Categorical Data.
Proceedings of the Database and Expert Systems Applications, 2018

Exploring a High-quality Outlying Feature Value Set for Noise-Resilient Outlier Detection in Categorical Data.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Efficient in-place update with grouped and pipelined data transmission in erasure-coded storage systems.
Future Gener. Comput. Syst., 2017

A decentralized redundancy generation scheme for codes with locality in distributed storage systems.
Concurr. Comput. Pract. Exp., 2017

A cloud-assisted publish/subscribe service for time-critical dissemination of bulk content.
Concurr. Comput. Pract. Exp., 2017

HDSVM: A High Efficiency Distributed SVM Framework over Data Stream.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

TMRCP: A Trend-Matching Resources Coupled Prediction Method over Data Stream.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Online Encoding for Erasure-Coded Distributed Storage Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

2016
Repairing multiple failures adaptively with erasure codes in distributed storage systems.
Concurr. Comput. Pract. Exp., 2016

Pipelined Online Data Insertion for Erasure Codes in Distributed Storage Systems.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

GSLAC: A General Scalable and Low-Overhead Alert Correlation Method.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A User Behavior Anomaly Detection Approach Based on Sequence Mining over Data Streams.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

A Variable Markovian Based Outlier Detection Method for Multi-Dimensional Sequence over Data Stream.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

T-Update: A tree-structured update scheme with top-down transmission in erasure-coded systems.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

GDSW: A General Framework for Distributed Sliding Window over Data Streams.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Using a Fine-Grained Hybrid Feature for Malware Similarity Analysis.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

2015
A General Scalable and Elastic Content-Based Publish/Subscribe Service.
IEEE Trans. Parallel Distributed Syst., 2015

A Scalable and Reliable Matching Service for Content-Based Publish/Subscribe Systems.
IEEE Trans. Cloud Comput., 2015

A general scalable and elastic matching service for content-based publish/subscribe systems.
Concurr. Comput. Pract. Exp., 2015

Scalable and elastic total order in content-based publish/subscribe systems.
Comput. Networks, 2015

Cooperative repair based on tree structure for multiple failures in distributed storage systems with regenerating codes.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

2014
Scalable and elastic event matching for attribute-based publish/subscribe systems.
Future Gener. Comput. Syst., 2014

Feverfew: a scalable coverage-based hybrid overlay for Internet-scale pub/sub networks.
Sci. China Inf. Sci., 2014

MCRTREE: A Mutually Cooperative Recovery Scheme for Multiple Losses in Distributed Storage Systems Based on Tree Structure.
Proceedings of the 9th IEEE International Conference on Networking, 2014

2010
CANSE: A Churn Adaptive Approach to Network Size Estimation.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010


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