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Data reduction

Data reduction for SVM training using density-based border identification

Mohammed Shalaby, Mohamed Farouk, Hatem A. Khater

A robust intrusion detection system based on a shallow learning model and feature extraction techniques

Chadia E. L. Asry, Ibtissam Benchaji, Samira Douzi, Bouabid E. L. Ouahidi

Research on differential privacy protection method based on user tendency

Zhaowei Hu

A wavelet based data coupling method for spatial damage detection in beam-type structures

Jianwei Zhao, Zhuo Zhou, Deqing Guan, Jia Guo

A fuzzy model for content-centric routing in Zigbee-based wireless sensor networks (WSNs)

Zhou He, Lian Chen, Feng Li, Ge Jin

Machine learning for spatial stratification of progressive cardiovascular dysfunction in a murine model of type 2 diabetes mellitus

Andrya J. Durr, Anna S. Korol, [ ... ], John M. Hollander

User review analysis of dating apps based on text mining

Qian Shen, Siteng Han, Yu Han, Xi Chen

Coal gangue recognition based on spectral imaging combined with XGBoost

Minghao Zhou, Wenhao Lai

How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign

Henrika Langen, Martin Huber

UniCon: A unified star-operation to efficiently find connected components on a cluster of commodity hardware

Chaeeun Kim, Changhun Han, Ha-Myung Park

Peer review: Risk and risk tolerance

Stephen A. Gallo, Karen B. Schmaling

Local differential privacy protection for wearable device data

Zhangbing Li, Baichuan Wang, [ ... ], Shaobo Zhang

An empirical evaluation of sampling methods for the classification of imbalanced data

Misuk Kim, Kyu-Baek Hwang

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