Mustafa E. Aydin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Ensemble Learning

Hierarchical Classification

Feature Selection

Top Venues

Digit. Signal Process.

IEEE Trans. Artif. Intell.

Publications

Arda Fazla, Mustafa E. Aydin, Suleyman S. Kozat
Time-Aware and Context-Sensitive Ensemble Learning for Sequential Data. IEEE Trans. Artif. Intell. 5 (5) (2024)
Aysin Tumay, Mustafa E. Aydin, Suleyman S. Kozat
Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting. CoRR (2023)
Mustafa E. Aydin, Arda Fazla, Suleyman S. Kozat
Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization. CoRR (2023)
Mustafa E. Aydin, Suleyman S. Kozat
A hybrid framework for sequential data prediction with end-to-end optimization. Digit. Signal Process. 129 (2022)
Arda Fazla, Mustafa E. Aydin, Suleyman Serdar Kozat
Joint optimization of linear and nonlinear models for sequential regression. Digit. Signal Process. 132 (2022)
Mustafa E. Aydin, Suleyman S. Kozat
A Hybrid Framework for Sequential Data Prediction with End-to-End Optimization. CoRR (2022)