Volume 15, Issue 1

Search all International Journal of Machine Learning and Cybernetics articles

January 2024

Special Issue: Graph Learning

Issue Editors:

Hao Peng,
Jia Wu,
Jiaxu Cui,
Philip S. Yu

14 articles in this issue

Introduction to the special issue on recent advances in graph learning: theory, algorithms, applications, and systems
Hao Peng
Jia Wu
Philip S. Yu
Editorial 25 November 2023 Pages: 1 - 2
Knowledge-based and data-driven underground pressure forecasting based on graph structure learning
Yue Wang
Mingsheng Liu
Haohua Du
Original Article 02 October 2022 Pages: 3 - 18
A descriptive human visual cognitive strategy using graph neural network for facial expression recognition
Shuai Liu
Shichen Huang
Jerry Chun-Wei Lin
Original Article Open access 25 October 2022 Pages: 19 - 35
MORE: Toward Improving Author Name Disambiguation in Academic Knowledge Graphs
Jibing Gong
Xiaohan Fang
Steve Drew
Original Article 28 November 2022 Pages: 37 - 50
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction
Ruiguo Yu
Yingzhou Sun
Mei Yu
Original Article 18 November 2022 Pages: 51 - 63
Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction
Jiangnan Xia
Senzhang Wang
Jiannong Cao
Original Article 20 October 2022 Pages: 65 - 78
Label graph augmented soft cascade decoding model for overlapping event extraction
Yiming Hei
Lihong Wang
Shu Guo
Original Article 07 February 2023 Pages: 79 - 95
Online handwritten scripts classification using fuzzy attributed relational graphs
Rabiaa Zitouni
Hala Bezine
Najet Arous
Original Article 18 January 2023 Pages: 97 - 114
A graph-powered large-scale fraud detection system
Zhao Li
Biao Wang
Jianliang Gao
Original Article 14 February 2023 Pages: 115 - 128
Enhanced neighborhood node graph neural networks for load forecasting in smart grid
Jiang Yanmei
Liu Mingsheng
Liu Chunyang
Original Article 21 March 2023 Pages: 129 - 148
Pathological image super-resolution using mix-attention generative adversarial network
Zhineng Chen
Jing Wang
Xiongjun Ye
Original Article 03 March 2023 Pages: 149 - 159
Integrated GCN-LSTM stock prices movement prediction based on knowledge-incorporated graphs construction
Yong Shi
Yunong Wang
Zhensong Chen
Original Article 16 April 2023 Pages: 161 - 176
Semantic rule-based information extraction for meteorological reports
Mengmeng Cui
Ruibin Huang
Lianyong Qi
Original Article 10 June 2023 Pages: 177 - 188
Dimension-divided feature smoothing for graph neural network
Zhensheng Wang
Hongwei Yang
Lina Zhao
Original Article 11 July 2023 Pages: 189 - 206

Volume 15, Issue 1

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