Yiliao Song

About Yiliao Song

Yiliao Song, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Technology & Management, specializes in the field of Concept drift, Data stream mining, Trustworthy AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Tunable broadband luminescence of Bi‐ion‐doped glasses via Gd2O3 co‐doping

Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams

Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network

Learn-to-adapt: Concept drift adaptation for hybrid multiple streams

Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation

Concept drift detection delay index

Multiplexed structured illumination super-resolution imaging with lifetime-engineered upconversion nanoparticles

A drift region-based data sample filtering method

Yiliao Song Information

University

Position

___

Citations(all)

1170

Citations(since 2020)

963

Cited By

517

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

23

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Yiliao Song Skills & Research Interests

Concept drift

Data stream mining

Trustworthy AI

Top articles of Yiliao Song

Tunable broadband luminescence of Bi‐ion‐doped glasses via Gd2O3 co‐doping

Journal of the American Ceramic Society

2024/1/31

Yiliao Song
Yiliao Song

H-Index: 12

Jiayan Liao
Jiayan Liao

H-Index: 11

Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams

IEEE Transactions on Knowledge and Data Engineering

2023/12/25

Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network

IEEE Transactions on Knowledge and Data Engineering

2023/5/4

Learn-to-adapt: Concept drift adaptation for hybrid multiple streams

Neurocomputing

2022/7/28

En Yu
En Yu

H-Index: 1

Yiliao Song
Yiliao Song

H-Index: 12

Jie Lu
Jie Lu

H-Index: 7

Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation

Neurocomputing

2022/6/28

Concept drift detection delay index

IEEE Transactions on Knowledge and Data Engineering

2022/3/7

Multiplexed structured illumination super-resolution imaging with lifetime-engineered upconversion nanoparticles

Nanoscale Advances

2022

A drift region-based data sample filtering method

IEEE Transactions on Cybernetics

2021/2/26

Pre-selectable Optical Fingerprints of Heterogeneous Upconversion Nanoparticles

Nano Letters

2021

Learning data streams with changing distributions and temporal dependency

IEEE Transactions on Neural Networks and Learning Systems

2021/11/24

Optical fingerprint classification of single upconversion nanoparticles by deep learning

The Journal of Physical Chemistry Letters

2021/10/14

An efficient Bayesian neural network for multiple data streams

2021/7/18

A segment-based drift adaptation method for data streams

IEEE transactions on neural networks and learning systems

2021/4/9

Wide-field Decodable Orthogonal Fingerprints of Single Nanoparticles Unlock Multiplexed Digital Assays

arXiv preprint arXiv:2011.07511

2020/11/15

A fuzzy drift correlation matrix for multiple data stream regression

2020/7/19

Data-driven decision support under concept drift in streamed big data

Complex & intelligent systems

2020/4

Jie Lu
Jie Lu

H-Index: 7

Yiliao Song
Yiliao Song

H-Index: 12

Concept Drift Adaptation for Real-time Prediction

2020

Yiliao Song
Yiliao Song

H-Index: 12

See List of Professors in Yiliao Song University(University of Technology & Management)

Co-Authors

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