Kaan Demir

11 papers A 1B 4Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
A Consistent Lebesgue Measure for Multi-label Learning.
PRICAI
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2024 J jnl
A Consistent Lebesgue Measure for Multi-label Learning.
CoRR
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2024 J jnl
Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection.
IEEE Comput. Intell. Mag.
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2024 — conf
Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection.
GECCO Companion
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2024 B conf
Improving Inference of Biochemical Composition in Marine Biomass via Genetic Algorithm-Based Feature Selection on Raman Spectroscopic Data.
CEC
Kaan Demir, Bach Hoai Nguyen, Jeremy S. Rooney, Bing Xue, Mengjie Zhang, Kirill Lagutin, Andrew Mackenzie, Keith C. Gordon, Daniel P. Killeen
2023 A conf
Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO.
GECCO
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2022 — conf
Particle swarm optimisation for sparsity-based feature selection in multi-label classification.
GECCO Companion
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2021 — conf
Multi-objective Feature Selection with a Sparsity-based Objective Function and Gradient Local Search for Multi-label Classification.
ICDM (Workshops)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2021 B conf
Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation.
CEC
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2021 — conf
Sparsity-based evolutionary multi-objective feature selection for multi-label classification.
GECCO Companion
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
2020 B conf
A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection.
CEC
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang