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Ruxin Ding

2 accepted papers

2025

Jointly Optimizing Data Discretization and Naive Bayes Classifier via Multi-Objective Optimization

ICASSP 2025accepted

Data discretization plays a critical role in enhancing the performance of the naive Bayes classifier. Traditional data discretization methods often utilize a two-stage framework, where data discretization and classification are optimized separately, leading to sub-optimal performance. To tackle the…

Cited by 0SourceScholar
2022

Dynamic Texture Recognition Using PDV Hashing and Dictionary Learning on Multi-Scale Volume Local Binary Pattern

ICASSP 2022accepted

Spatial-temporal local binary pattern (STLBP) has been widely used in dynamic texture recognition. STLBP often encounters the high-dimension problem as its dimension increases exponentially, so that STLBP could only utilize a small neighborhood. To tackle this problem, we propose a method for dynami…

Cited by 0SourceScholar