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Research article

First published 2019

Topographic representation adds robustness to supervised learning

Pitoyo Hartono, Thomas Trappenberg

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2018

Combating the class imbalance problem in sparse representation learning

Ying Ma, Xiatian Zhu, Shunzhi Zhu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-5

Graph input representations for machine learning applications in urban network analysis

Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi

Environment and Planning B: Urban Analytics and City Science

Open access

Research article

First published 2021

Graph regularized low-rank representation for semi-supervised learning

Cong-Zhe You, Zhen-Qiu Shu, Hong-Hui Fan [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2015

Refinement-based disintegration: An approach to re-representation in relational learning

Santiago Ontañón, Enric Plaza

The European Journal on Artificial Intelligence

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Research article

First published 2013-11

Rectifying the representation learned by Non-negative Matrix Factorization

Tetsuya Yoshida

International Journal of Knowledge-Based and Intelligent Engineering Systems

Open access

Research article

First published 2023-10

Comparison of Learning Content Representations to Improve L2 Vocabulary Acquisition Using m-learning

Jorge Rodríguez-Arce, Esteban Vázquez-Cano, Juan Pablo Cobá Juárez-Pegueros [...]

Sage Open

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Research article

First published 2021-6

Constrained representation learning for recurrent policy optimisation under uncertainty

Viet-Hung Dang, Ngo Anh Vien, TaeChoong Chung

Adaptive Behavior

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Research article

First published 2019-7

Attributed network representation learning via DeepWalk

Hao Wei, Zhisong Pan, Guyu Hu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2020

Large-scale dynamic social data representation for structure feature learning

Xiaoxian Zhang, Jianpei Zhang, Jing Yang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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