Heda Song

According to our database, Heda Song authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.

Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabé-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapaksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero

CoRR, 2023

2022

Novel meta-learning approaches for few-shot image classification.

Heda Song

PhD thesis, 2022

Node-Feature Convolution for Graph Convolutional Networks.

Li Zhang, Heda Song, Nikolaos Aletras, Haiping Lu

Pattern Recognit., 2022

A fusion spatial attention approach for few-shot learning.

Heda Song, Bowen Deng, Michael P. Pound, Ender Özcan, Isaac Triguero

Inf. Fusion, 2022

2021

L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout.

Heda Song, Mercedes Torres Torres, Ender Özcan, Isaac Triguero

Neurocomputing, 2021

Few-Shot Learning for Postnatal Gestational Age Estimation.

Stepan Romanov, Heda Song, Michel F. Valstar, Don Sharkey, Caz Henry, Isaac Triguero, Mercedes Torres Torres

Proceedings of the International Joint Conference on Neural Networks, 2021

2019

A review on the self and dual interactions between machine learning and optimisation.

Heda Song, Isaac Triguero, Ender Özcan

Prog. Artif. Intell., 2019

2018

Graph Node-Feature Convolution for Representation Learning.

Li Zhang, Heda Song, Haiping Lu

CoRR, 2018

2017

Data-Driven Nonlinear Subspace Modeling for Prediction and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking.

Ping Zhou, Heda Song, Hong Wang, Tianyou Chai

IEEE Trans. Control. Syst. Technol., 2017