2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 2 cited
Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition
Celal Alagoz
Human Activity Recognition (HAR) has been extensively studied, with recent emphasis on the implementation of advanced Machine Learning (ML) and Deep Learning (DL) algorithms for ac…
cs.LG2024
Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons
Celal Alagoz
The comparative performance of hierarchical classification (HC) and flat classification (FC) methodologies in the realm of time series data analysis is investigated in this study.…
cs.LG2023
Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions
Celal Alagoz
This study introduces a novel hierarchical divisive clustering approach with stochastic splitting functions (SSFs) to enhance classification performance in multi-class datasets thr…