Search Results - subject:"Feature selection"

Modeling and predicting failure in US credit unions

Peng, Qiao; McKillop, Donal G.; Quinn, Barry; Liu, Kailong - In: International journal of forecasting 41 (2025) 3, pp. 1237-1259

Persistent link: https://www.econbiz.de/10015441639

Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy

Ma, Xi-Ao; Liu, Haibo; Liu, Yi; Zhang, Zuopeng - In: European journal of operational research : EJOR 322 (2025) 1, pp. 215-236

Persistent link: https://www.econbiz.de/10015410210

Effects of feature selection and normalization on network intrusion detection

Umar, Mubarak Albarka; Chen, Zhanfang; Shuaib, Khaled; … - In: Data science and management : DSM 8 (2025) 1, pp. 23-39

feature selection and normalization effects on IDS models built using three IDS datasets: NSL-KDD, UNSW-NB15, and CSE …-max normalization methods were used for feature selection and normalization, respectively. Numerous IDS models were implemented using … selection positively affect IDS modeling. Furthermore, while feature selection benefits simpler algorithms (such as RF …

Persistent link: https://www.econbiz.de/10015454712

A novel cooperative co-evolutionary algorithm with context vector enhancement strategy for feature selection on high-dimensional classification

Zhang, Zhaoyang; Xue, Jianwu - In: Computers & operations research : an international journal 178 (2025), pp. 1-21

Persistent link: https://www.econbiz.de/10015338557

A multi-objective evolutionary algorithm with mutual-information-guided improvement phase for feature selection in complex manufacturing processes

Li, An-Da; He, Zhen; Wang, Qing; Zhang, Yang; Ma, Yanhui - In: European journal of operational research : EJOR 323 (2025) 3, pp. 952-965

Persistent link: https://www.econbiz.de/10015432956

AutoFusion of feature pruning for decision making in operations research

Ataş, Pınar Karadayı; Akyüz, Süreyya Özöğür - In: Central European journal of operations research 33 (2025) 1, pp. 27-50

Persistent link: https://www.econbiz.de/10015195666

FSOCP : feature selection via second-order cone programming

Güldoğuş, Buse Çisil; Özögür-Akyüz, Süreyya - In: Central European journal of operations research 33 (2025) 1, pp. 51-64

Persistent link: https://www.econbiz.de/10015195673

Financial distress prediction using an improved particle swarm optimization wrapper feature selection method and tree boosting ensemble

Liu, Jiaming; Wang, Zihang - In: Journal of the Operational Research Society 76 (2025) 4, pp. 617-640

Persistent link: https://www.econbiz.de/10015330427

Default prediction framework with optimal feature set and matching ratio

Chi, Guotai; Bai, Fengshan; Tan, Hongping; Zhou, Ying - In: Journal of forecasting 44 (2025) 7, pp. 2067-2088

Persistent link: https://www.econbiz.de/10015464763

Data quality improvement for financial distress prediction : feature selection, data re-sampling, and their combinations in different orders

Tsai, Chih-Fong; Lin, Wei-Chao; Chen, Yi-Hsien - In: Journal of forecasting 44 (2025) 7, pp. 2205-2229

Persistent link: https://www.econbiz.de/10015464785