Search Results - "Feature selection"

A Feature-Based Consideration Set Choice Model for Online Retailing.

Authors: Farzaneh, Mohammad Amin Modaresi, Sajad Venkataraman, Ashwin

Source: Manufacturing & Service Operations Management (M&SOM) (INFORMS). May/Jun2026, Vol. 28 Issue 3, p706-725. 20p.

Reproducible Feature Selection for High-Dimensional Measurement Error Models.

Authors: Zhou, Xin Li, Yang Zheng, Zemin et al.

Source: INFORMS Journal on Computing. Sep/Oct2025, Vol. 37 Issue 5, p1350-1368. 19p.

Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning.

Authors: Li, Tie Kou, Gang Peng, Yi et al.

Source: INFORMS Journal on Computing. Sep/Oct2025, Vol. 37 Issue 5, p1391-1412. 22p.

Diminishing returns in feature selection for short-term electrical load forecasting.

Authors: Niste, Daniela F. Tîrnovan, Radu A. Beleiu, Horia G. et al.

Source: EPJ Web of Conferences. 6/11/2026, Vol. 372, p1-6. 6p.

A Method for Predicting Steam Turbine Generator Faults Based on MI.

Authors: Gao, Tao Liu, Minghao Ni, He

Source: Energies (19961073). Jun2026, Vol. 19 Issue 12, p2861. 23p.

Subject Terms: *Feature selection, *Fault diagnosis, *Deep learning, *Information measurement, *Electric power production, *Global optimization

基于 MNRS 的综采工作面液压支架支护状态 评估参数约简方法.

Alternate Title: Parameter simplification methods for assessing support status of hydraulic supports in fully-mechanized working face based on MNRS.

Authors: 张传伟 黄骏峰 路正雄 et al.

Source: Coal Science & Technology (0253-2336). Jun2026, Vol. 54 Issue 6, p363-376. 14p.

Subject Terms: *Rough sets, *Feature selection, *Classification, *Data quality

A Data-Driven Method for Constructing Planning Evaluation Indicators for Emerging Distribution Networks.

Authors: Zhang, Yuan Xiong, Wei Liu, Jinsen et al.

Source: Energies (19961073). May2026, Vol. 19 Issue 10, p2310. 20p.

Subject Terms: *Power distribution networks, *Feature selection, *Empirical research, *Random forest algorithms, *Game theory, Planning techniques

Investigation of Different Feature Selection Methods for Virtual Sensors of District Heating Systems.

Authors: Sha, Haohan Xu, Zheng Gao, Junjie et al.

Source: Energies (19961073). May2026, Vol. 19 Issue 9, p2062. 28p.

Subject Terms: *Feature selection, *Machine learning, *Regression trees, *Heating from central stations, *Temperature control

Accurate diagnosis of diseases by a novel AI pipeline based on feature extraction, feature ranking, and feature selection from medical images.

Authors: BOZKURT, TUĞBA NUR YÜKSEL, MEHMET EMİN

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2026, Vol. 34 Issue 3, p401-418. 19p.

Subject Terms: *Feature extraction, *Feature selection, *Image recognition (Computer vision), *Artificial intelligence, *Medical care, *Machine learning, *Diagnostic imaging, *Diagnosis

SMOTE-NGO of Stacking Ensemble Cyberbullying Detection of Feature and Model Parameter Optimization.

Authors: Abdalrdha, Zainab Khyioon Hashim, Mohammed Saeed Mutar, Jinan Redha et al.

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1419-1435. 17p.

Pareto-Guided Block-Level Feature Selection for Face Recognition Using Multi-Objective Particle Swarm Optimization.

Authors: Chatra, Mohamed Chalabi, Nour Elhouda Zemmit, Abderrahim et al.

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1725-1735. 11p.

Interpretable Learner's Dropout Feature Ranking Using Local Binary Patterns and Kullback-Leibler Divergence Across Educational Datasets.

Authors: Bahi, Houssam Ahmed Amin Boussaha, Karima Laboudi, Zakaria et al.

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1655-1666. 12p.

An Improved Feature Selection Algorithm for Medical Image Classification.

Authors: Kadhm, Mustafa S. Mohammed, Israa B. Noori, Amani Y.

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1645-1654. 10p.

Combining modified hyper learning binary dragonfly algorithm and deep learning for BI‐RADS classification of breast masses in mammograms.

Authors: Khanna, Priyanka Sahu, Mridu Singh, Bikesh Kumar et al.

Source: Expert Systems. Jun2026, Vol. 43 Issue 6, p1-12. 12p.

A knowledge empowered graph learning feature selection method based on variation propagation effect representation and analysis for human-centric manufacturing systems.

Authors: Xu, Qiuhao Gao, Pengjie Wang, Junliang et al.

Source: International Journal of Production Research. Jun2026, Vol. 64 Issue 12, p5002-5019. 18p.

A study on TFT-LCD manufacturing quality prediction method using SHAP feature selection and ensemble learning.

Authors: Zheng, Haiyang Gao, Xinqin Yang, Xueqi et al.

Source: International Journal of Computer Integrated Manufacturing. Jun2026, Vol. 39 Issue 6, p825-841. 17p.

Graph-Based Feature Selection Method Under Budget Constraint for Multiclass Classification Problems.

Authors: Levin, David Singer, Gonen

Source: INFORMS Journal on Data Science. Jul-Sep2025, Vol. 4 Issue 3, p265-282. 18p.

Phenology-Adaptive Prediction of Walnut Leaf Area Index from UAV Multispectral Data via Hybrid Feature Selection and SHAP-Enhanced Machine Learning.

Authors: Xia, Qiuhao Yerzati, Yerhazi Li, Zihao et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1941. 25p.

Subjects: Leaf area index, Feature selection, Remote sensing, Random forest algorithms

Geographic Terms: Xinjiang Xian (China)

High-Accuracy Remote Sensing Identification of Winter Wheat Based on Feature Selection and Cross-Temporal Fusion in Shandong Province, China.

Authors: Wang, Xu Sun, Heyan Wang, Yu et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1927. 26p.

Subjects: Winter wheat, Feature selection, Machine learning, Multisensor data fusion, Remote sensing, Provinces

Geographic Terms: Shandong Sheng (China), China

Mapping of Crop Planting Structures Under Limited Training Samples Using TabPFN and Sentinel-2 Time Series Data.

Authors: Yang, Ke Huang, Yanyan Lu, Xin

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1857. 27p.

Subjects: Feature selection, Machine learning, Time series analysis, Remote sensing, Precision farming