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Research article

First published 2025

ASENIDSB: A Stacked Ensemble- based Network Intrusion Detection System Optimized with Boruta Feature Selection

Anil Kumar Dasari, Saroj Kumar Biswas, Biswajit Purkayastha

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-04-18

Imbalance data: The application of RUS FCM K-RBFNN Smote with XGBoost in the elderly well-being identification

Gan Liu, Guirong Qi, Sanyu Wan

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-10-04

A clustered borderline synthetic minority over-sampling technique for balancing quick access recorder data

Kunpeng Li, Junjie Xu, Huimin Zhao [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2018-9

Improved over-sampling techniques based on sparse representation for imbalance problem

Xionggao Zou, Yueping Feng, Huiying Li [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-01-30

A novel adaptive boundary weighted and synthetic minority oversampling algorithm for imbalanced datasets

Xudong Song, Yilin Chen, Pan Liang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

Analytic Framework for Imbalanced Traffic Crash Type Classification and Management Using a Hybrid Tabular Transformer Approach

Mingzhu Zheng, Chen Zuo, Shi Dong [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-7

A novel adaptive k -NN classifier for handling imbalance: Application to brain MRI

Ritaban Kirtania, Sushmita Mitra, B. Uma Shankar

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-7

Instance-based ensemble pruning for imbalanced learning

Weimei Zhi, Huaping Guo, Ming Fan [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-4

Deep transfer learning-based hybrid modelling method for individual thermal comfort prediction

Yanfei Gao, Qiming Fu, Jianping Chen [...]

Indoor and Built Environment

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Research article

First published 2023-10-04

Blocking intrusion logic using optimized multi-head convolution in wireless sensor network

S. Prabhu, E.A. Mary Anita, D. Mohanageetha

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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