Kaan Demir

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Particle Swarm Optimisation

Feature Selection

Top Venues

GECCO Companion

IEEE Comput. Intell. Mag.

Publications

Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection. IEEE Comput. Intell. Mag. 19 (1) (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Consistent Lebesgue Measure for Multi-label Learning. CoRR (2024)
Kaan Demir, Bach Hoai Nguyen, Jeremy S. Rooney, Bing Xue, Mengjie Zhang, Kirill Lagutin, Andrew MacKenzie, Keith C. Gordon, Daniel P. Killeen
Improving Inference of Biochemical Composition in Marine Biomass via Genetic Algorithm-Based Feature Selection on Raman Spectroscopic Data. CEC (2024)
Kaan Demir, Bach Nguyen, Bing Xue, Mengjie Zhang
Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection. GECCO Companion (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO. GECCO (2023)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Particle swarm optimisation for sparsity-based feature selection in multi-label classification. GECCO Companion (2022)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation. CEC (2021)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Multi-objective Feature Selection with a Sparsity-based Objective Function and Gradient Local Search for Multi-label Classification. ICDM (Workshops) (2021)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Sparsity-based evolutionary multi-objective feature selection for multi-label classification. GECCO Companion (2021)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection. CEC (2020)