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Fingerprint Dive into the research topics where Yulong Pei is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Clustering algorithms Engineering & Materials Science
Sampling Engineering & Materials Science
Electroencephalography Engineering & Materials Science
Streaming Mathematics
Pattern recognition Engineering & Materials Science
Clustering Algorithm Mathematics
Feature extraction Engineering & Materials Science
Brain Engineering & Materials Science

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Research Output 2016 2019

  • 37 Citations
  • 9 Conference contribution
  • 5 Article
  • 1 Paper

Cluster-preserving sampling from fully-dynamic streaming graphs

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 May 2019, In : Information Sciences. 482, p. 279-300 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Streaming
Sampling
Graph in graph theory
Clustering
Surge
Kuramoto Model
electroencephalography
Complex Networks
synchronism
Synchronization

Sparse evolutionary deep learning with over one million artificial neurons on commodity hardware

Liu, S., Mocanu, D., Ramapuram Matavalam, A. R., Pei, Y. & Pechenizkiy, M., 26 Jan 2019, In : arXiv. 14 p., 1901.09181v1

Research output: Contribution to journalArticleAcademic

Open Access
File
Multilayer neural networks
Neurons
Feature extraction
Microarrays
Hardware
1 Citation (Scopus)

A bounded-size clustering algorithm on fully-dynamic streaming graphs

Zhang, J., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 Sep 2018, In : Intelligent Data Analysis. 22, 5, p. 1039-1058 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Streaming
Clustering algorithms
Clustering Algorithm
Clustering
Graph in graph theory
1 Citation (Scopus)

Clustering-structure representative sampling from graph streams

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 Jan 2018, Complex Networks and Their Applications VI : Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musulesi, M. (eds.). Dordrecht: Springer, p. 265-277 13 p. (Studies in Computational Intelligence; vol. 689)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Sampling
Data storage equipment
Complex networks
Experiments

Student theses

Implicit feedback based context-aware recommender for music light system

Author: Li, S., 30 Oct 2017

Supervisor: Pechenizkiy, M. (Supervisor 1), Pei, Y. (Supervisor 2) & Aliakseyeu, D. (External coach)

Student thesis: Master

File

Tink, a temporal graph analytics library for Apache Flink

Author: Ligtenberg, W., 27 Mar 2017

Supervisor: Fletcher, G. (Supervisor 1), Pechenizkiy, M. (Supervisor 2), Pei, Y. (Supervisor 2) & Serebrenik, A. (Supervisor 2)

Student thesis: Master

File