Concepedia

Dongjin Song

DS

40

Publications

5.7K

Citations

23

H-Index

2008

Active since

Affiliations

University of California San Diego(Current)

University of Connecticut

NEC (United States)

The University of Sydney

Princeton University

Dongjin Song is an author at University of California San Diego specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceDeep LearningData MiningBusinessKnowledge DiscoveryPattern RecognitionForecasting

Publications per year

2008–2025

40

Publications

40

Heterogeneous Graph Neural Network

Chuxu Zhang, Dongjin Song, Chao Huang et al. · 2019 · 1.4K citations · Full text

Graph Representation Learning, Machine Learning, Engineering +16

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Yao Qin, Dongjin Song, Haifeng Chen et al. · 2017 · 1.3K citations · Full text

Forecasting Methodology, Sequence Modelling, Engineering +13

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 741 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Yao Qin, Dongjin Song, Haifeng Chen et al. · arXiv (Cornell University) · 2017 · 375 citations · Full text

Forecasting Methodology, Sequence Modelling, Engineering +13

Biologically Inspired Feature Manifold for Scene Classification

Dongjin Song, Dacheng Tao · IEEE Transactions on Image Processing · 2009 · 212 citations

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