Daren Ler

According to our database, Daren Ler authored at least 8 papers between 2003 and 2026.

Collaborative distances:

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

2026

LLM-Driven Performance-Space Augmentation for Meta-Learning-Based Algorithm Selection.

Darren Zhu, Daren Ler

CoRR, May, 2026

2020

A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm Selection.

Haofei Chen, Ya Liu, Japnit Kaur Ahuja, Daren Ler

Proceedings of The 12th Asian Conference on Machine Learning, 2020

2018

Algorithm Selection for Classification Problems via Cluster-based Meta-features.

Daren Ler, Hongyu Teng, Yu He, Rahul Gidijala

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2005

A Hill-Climbing Landmarker Generation Algorithm Based on Efficiency and Correlativity Criteria.

Daren Ler, Irena Koprinska, Sanjay Chawla

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004

A new landmarker generation algorithm based on correlativity.

Daren Ler, Irena Koprinska, Sanjay Chawla

Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Comparisons between Heuristics Based on Correlativity and Efficiency for Landmarker Generation.

Daren Ler, Irena Koprinska, Sanjay Chawla

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

A Landmarker Selection Algorithm Based on Correlation and Efficiency Criteria.

Daren Ler, Irena Koprinska, Sanjay Chawla

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003

Meta-Learning Orthographic and Contextual Models for Language Independent Named Entity Recognition.

Robert Munro, Daren Ler, Jon D. Patrick

Proceedings of the Seventh Conference on Natural Language Learning, 2003