Hongbo Zhou

The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature Subset for Multiclass Classification with Applications to High-Dimensional Data

Qiang Cheng, Hongbo Zhou, Jie Cheng · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 133 citations

New Selector, Engineering, Machine Learning +20

A Minimax Framework for Classification with Applications to Images and High Dimensional Data

Qiang Cheng, Hongbo Zhou, Jie Cheng et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 28 citations

Engineering, Machine Learning, Support Vector Machine +19

A self-organizing map and its modeling for discovering malignant network traffic

Chet Langin, Hongbo Zhou, Shahram Rahimi et al. · 2009 · 25 citations

Internet Traffic Analysis, Engineering, Information Security +20

BBNet: A Novel Convolutional Neural Network Structure in Edge-Cloud Collaborative Inference

Hongbo Zhou, Weiwei Zhang, Chengwei Wang et al. · Sensors · 2021 · 23 citations · Full text

A novel data representation framework based on nonnegative manifold regularisation

Yan Jiang, Wei Liang, Jintian Tang et al. · Connection Science · 2020 · 17 citations · Full text

Engineering, Machine Learning, Manifold Modeling +24