Works matching DE "FEATURE selection"

Results: 5000

An explainable machine learning model for predicting the risk of distant metastasis in intrahepatic cholangiocarcinoma: a population-based cohort study.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02952-y

By:

Bi, Jinzhe;
Yu, Yaqun

Publication type:

Article

Rider Cat Optimized Alzheimer's Disease and MCI Prediction Using Deep Attention BiLSTM and CRDF.

Published in:

IETE Journal of Research, 2025, v. 71, n. 4, p. 1444, doi. 10.1080/03772063.2025.2451721

By:

Nisha, A.V.;
Rajasekaran, M. Pallikonda;
Kottaimalai, R.;
Vishnuvarthanan, G.;
Arunprasath, T.;
Muneeswaran, V.

Publication type:

Article

A New IoTs Security Framework Using Hybrid Machine Learning Techniques.

Published in:

IETE Journal of Research, 2025, v. 71, n. 4, p. 1356, doi. 10.1080/03772063.2024.2447875

By:

Kokaz, Amjed Sabbar;
Kurnaz Türkben, Ayça

Publication type:

Article

Ip-GCN: a hybrid deep learning approach to predict influence in complex networks.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 12281, doi. 10.1007/s00521-025-11163-z

By:

Patel, Asmita;
Singh, Naveen Kumar;
Singh, Buddha

Publication type:

Article

CNN-SENet: a GNSS-R ocean wind speed retrieval model integrating CNN and SENet attention mechanism.

Published in:

Satellite Navigation, 2025, v. 6, n. 1, p. 1, doi. 10.1186/s43020-024-00157-2

By:

Xia, Yimin;
Guan, Dongliang;
Zhou, Zhiling

Publication type:

Article

Preserving full spectrum information in imaging mass spectrometry data reduction Open Access.

Published in:

Bioinformatics, 2025, v. 41, n. 5, p. 1, doi. 10.1093/bioinformatics/btaf247

By:

Moens, Roger A R;
Migas, Lukasz G;
Ardenne, Jacqueline M Van;
Skaar, Eric P;
Spraggins, Jeffrey M;
Plas, Raf Van de

Publication type:

Article

Variable Selection of Exogenous Covariates in Variable Length Markov Chains.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70061

By:

Zanin Zambom, Adriano;
Hashemi‐Alavi, Parsa

Publication type:

Article

Communication‐Efficient Feature Screening for Ultrahigh‐Dimensional Data Under Quantile Regression.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70055

By:

Diao, Tianbo;
Li, Bo

Publication type:

Article

Enhancing DGA Detection with Machine Learning Algorithms.

Published in:

Journal of Telecommunications & Information Technology, 2025, p. 31, doi. 10.26636/jtit.2025.FITCE2024.2033

By:

Biros, Hubert;
Kantor, Mirosław

Publication type:

Article

Shield tunneling efficiency and stability enhancement based on interpretable machine learning and multi-objective optimization.

Published in:

Underground Space (2096-2754), 2025, v. 22, p. 320, doi. 10.1016/j.undsp.2025.01.001

By:

Wenli Liu;
Yang Chen;
Tianxiang Liu;
Wen Liu;
Jue Li;
Yangyang Chen

Publication type:

Article

Reliable prediction for TBM energy consumption during tunnel excavation: A novel technique balancing explainability and performance.

Published in:

Underground Space (2096-2754), 2025, v. 22, p. 77, doi. 10.1016/j.undsp.2024.09.004

By:

Wenli Liu;
Yafei Qi;
Fenghua Liu

Publication type:

Article

C-UCB: chaos upper confidence bound in reinforcement learning for feature selection.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 7, p. 6241, doi. 10.1007/s10115-025-02427-0

By:

Zandvakili, Aboozar;
Javidi, Mohammad Masoud;
Mansouri, Najme

Publication type:

Article

Comparison of PCA and RFE-RF Algorithm in Bankruptcy Prediction.

Published in:

Gümüshane University Journal of Social Sciences (GUSBID) / Gümüshane Üniversitesi Sosyal Bilimler Dergisi (GUSBID), 2022, v. 13, n. 3, p. 1001

By:

Aker, Yusuf

Publication type:

Article

Association between pan-immune-inflammation value and Serum Klotho levels: a cross-sectional analysis of renal function mediation.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1567367

By:

Liu, Mingjie;
Zhou, Xuan;
Xu, Han;
Wang, Yan;
Duan, Yuting;
Guo, Xiangru;
Wei, Bai

Publication type:

Article

Reference-free deconvolution of complex samples based on cross-cell-type differential analysis: Systematic evaluations with various feature selection options.

Published in:

Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1570781

By:

Zhang, Weiwei;
Tian, Zhonghe;
Peng, Ling

Publication type:

Article

CT radiomics for evaluation of intervertebral disc change in the scoliosis.

Published in:

Acta Radiologica, 2025, v. 66, n. 6, p. 576, doi. 10.1177/02841851251319483

By:

Fang, Yuqi;
He, Yun

Publication type:

Article

Optimizing Feature Selection by Enhancing Particle Swarm Optimization with Orthogonal Initialization and Crossover Operator.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 727, doi. 10.32604/cmc.2025.065706

By:

Bala, Indu;
Karunarathne, Wathsala;
Mitchell, Lewis

Publication type:

Article

FSFS: A Novel Statistical Approach for Fair and Trustworthy Impactful Feature Selection in Artificial Intelligence Models.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1457, doi. 10.32604/cmc.2025.064872

By:

Farea, Ali Hamid;
Askerzade, Iman;
Alhazmi, Omar H.;
Takan, Savaş

Publication type:

Article

Hybrid Deep Learning and Optimized Feature Selection for Oil Spill Detection in Satellite Images.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1747, doi. 10.32604/cmc.2025.063363

By:

Atteia, Ghada;
Dabboor, Mohammed;
Karantzalos, Konstantinos;
Alabdulhafith, Maali

Publication type:

Article

A NOVEL FRAMEWORK FOR TABLE TENNIS MATCH ANALYSIS: COMBINING 3S THEORY, VIDEO ANALYSIS, AND BIG DATA ANALYTICS.

Published in:

Journal of Mechanics in Medicine & Biology, 2025, v. 25, n. 5, p. 1, doi. 10.1142/S0219519425400457

By:

LIU, JING-WEI;
HSU, MING-HUA;
LAI, CHUN-LIANG;
WU, SHENG-KUANG

Publication type:

Article

基于稀疏神经网络的污水处理软测量建模方法.

Published in:

Journal of South China Normal University (Natural Science Edition) / Huanan Shifan Daxue Xuebao (Ziran Kexue Ban), 2025, v. 57, n. 2, p. 104, doi. 10.6054/j.jscnun.2025023

By:

骆雪汇;
孙悦;
曾泰山;
刘乙奇

Publication type:

Article

Hybrid machine learning models: A comprehensive, data-driven evaluation with diverse data partitioning strategies for net radiation estimation.

Published in:

Engineering & Applied Science Research, 2025, v. 52, n. 3, p. 240, doi. 10.14456/easr.2025.21

By:

Bajao, Kristian Lorenz;
Phetpan, Kittisak;
Chophuk, Ponlawat;
Suwalak, Rattapong

Publication type:

Article

Advanced Dynamic Monitoring and Precision Analysis of Soil Salinity in Cotton Fields Using CNN‐Attention and UAV Multispectral Imaging Integration.

Published in:

Land Degradation & Development, 2025, v. 36, n. 10, p. 3472, doi. 10.1002/ldr.5578

By:

Tan, Jiao;
Ding, Jianli;
Li, Jiangtao;
Han, Lijing;
Cui, Kuangda;
Li, Yongkang;
Wang, Xiao;
Hong, Yanhong;
Zhang, Zhe

Publication type:

Article

A network intrusion detection method based on contrastive learning and Bayesian Gaussian Mixture Model.

Published in:

Cybersecurity (2523-3246), 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42400-025-00364-7

By:

Liu, Liyou;
Xu, Ming

Publication type:

Article

Designing nickel-based superalloys with high creep life and low thermal expansion coefficient using machine learning assisted by multi-objective optimization.

Published in:

Journal of Materials Science, 2025, v. 60, n. 23, p. 9743, doi. 10.1007/s10853-025-10872-z

By:

Zhu, Yao;
Peng, Wangjun;
Du, Dafan;
Dong, Anping;
Sun, Baode;
Jiang, Pingguo

Publication type:

Article

Edge Computing Security: Advanced Feature Selection Adopted Supervised Learning Models for Real-Time Intrusion Detection.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 154

By:

Anusha, Pasupunooti;
Vyshnavi, Rukulapally;
Ramya, Deekonda;
Niharika, Gutla;
SrSeja, Ega

Publication type:

Article

Prediction Wine Quality: Exploring Chemical Properties for Machine Learning Modelling and Parameter Fine-Tuning.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 61

By:

Anusha, Animireddy;
Kumar, Adduri Lavan;
Aravind, Valaboju;
Nithin, Polapelly;
Akshay, Yelle

Publication type:

Article

Multi-Source Causal Invariance for Cuffless Blood Pressure Estimation Based on Photoplethysmography Signal Features.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3254, doi. 10.3390/s25113254

By:

Xu, Yiliu;
He, Zhaoming;
Wang, Hao

Publication type:

Article

Predicting Mortality in Atrial Fibrillation Patients Treated with Direct Oral Anticoagulants: A Machine Learning Study Based on the MIMIC-IV Database.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 11, p. 3697, doi. 10.3390/jcm14113697

By:

Ledziński, Łukasz;
Grześk, Elżbieta;
Ledzińska, Małgorzata;
Grześk, Grzegorz

Publication type:

Article

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 3, p. 384, doi. 10.13878/j.cnki.jnuist.20240508003

By:

王昊;
姚刚;
卢应强;
葛泉波

Publication type:

Article

Feature Selection for Stock Movement Direction Prediction Using Sparse Support Vector Machine.

Published in:

Applied Stochastic Models in Business & Industry, 2025, v. 41, n. 3, p. 1, doi. 10.1002/asmb.70011

By:

Miao, Maoxuan;
Wu, Jinran;
Cai, Fengjing;
Fu, Liya;
Zheng, Shurong;
Wang, You‐Gan

Publication type:

Article

BloomSense: Integrating Automated Buoy Systems and AI to Monitor and Predict Harmful Algal Blooms.

Published in:

Water (20734441), 2025, v. 17, n. 11, p. 1691, doi. 10.3390/w17111691

By:

Rathore, Waheed Ul Asar;
Ni, Jianjun;
Ke, Chunyan;
Xie, Yingjuan

Publication type:

Article

Machine learning driven biomarker selection for medical diagnosis.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0322620

By:

Bavikadi, Divyagna;
Agarwal, Ayushi;
Ganta, Shashank;
Chung, Yunro;
Song, Lusheng;
Qiu, Ji;
Shakarian, Paulo

Publication type:

Article

An Adaptive Evolutionary Causal Dynamic Factor Model.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1891, doi. 10.3390/math13111891

By:

Wei, Qian;
Zhang, Heng-Guo

Publication type:

Article

Gene Selection Algorithms in a Single-Cell Gene Decision Space Based on Self-Information.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1829, doi. 10.3390/math13111829

By:

Fang, Yan;
Lin, Yonghua;
Huang, Chuanbo;
Li, Zhaowen

Publication type:

Article

Alzheimer's Disease Detection from Speech Using Shapley Additive Explanations for Feature Selection and Enhanced Interpretability.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2248, doi. 10.3390/electronics14112248

By:

Oiza-Zapata, Irati;
Gallardo-Antolín, Ascensión

Publication type:

Article

Malicious Cloud Service Traffic Detection Based on Multi-Feature Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2190, doi. 10.3390/electronics14112190

By:

Chen, Zhouguo;
Deng, Chen;
Gao, Xiang;
Li, Xinze;
Hu, Hangyu

Publication type:

Article

Harnessing Artificial Intelligence and Machine Learning for Identifying Quantitative Trait Loci (QTL) Associated with Seed Quality Traits in Crops.

Published in:

Plants (2223-7747), 2025, v. 14, n. 11, p. 1727, doi. 10.3390/plants14111727

By:

Kassem, My Abdelmajid

Publication type:

Article

Effective Identification of Variety and Origin of Chenpi Using Hyperspectral Imaging Assisted with Chemometric Models.

Published in:

Foods, 2025, v. 14, n. 11, p. 1979, doi. 10.3390/foods14111979

By:

Liu, Hangxiu;
Wang, Youyou;
Wang, Yiheng;
Wang, Jingyi;
Hu, Hanqing;
Zhong, Xinyi;
Yuan, Qingjun;
Yang, Jian

Publication type:

Article

An Innovative Inversion Method of Potato Canopy Chlorophyll Content Based on the AFFS Algorithm and the CDE-EHO-GBM Model.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1181, doi. 10.3390/agriculture15111181

By:

Yang, Xiaofei;
Li, Qiao;
Li, Honghui;
Zhou, Hao;
Zhang, Jinyan;
Fu, Xueliang

Publication type:

Article

A Comparative Analysis of Machine Learning and Pedotransfer Functions Under Varying Data Availability in Two Greek Regions.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1134, doi. 10.3390/agriculture15111134

By:

Tziachris, Panagiotis;
Louka, Panagiota;
Metaxa, Eirini;
Iatrou, Miltiadis;
Tsiouplakis, Konstantinos

Publication type:

Article

IDLRN-DBN: SEGMENTATION-BASED EARLY DIAGNOSIS OF RICE PLANT DISEASE DETECTION USING DEEP BELIEF NETWORK.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 5, p. 1539, doi. 10.3837/tiis.2025.05.008

By:

N., Raji;
Manohar, S.

Publication type:

Article

Machine Learning-Based Prediction of Post-Operative Systemic Inflammatory Response Syndrome Following Pediatric Percutaneous Nephrolithotripsy.

Published in:

Journal of Inflammation Research, 2025, v. 18, p. 7067, doi. 10.2147/JIR.S518631

By:

Abudurexiti, Nueraili;
Liu, Bide;
Wang, Shuheng;
Dong, Qiang;
Batuer, Maimaitiaili;
Liu, Zewei;
Li, Xun

Publication type:

Article

Nitrate Content in Open Field Spinach, Applicative Case for Hyperspectral Reflectance Data.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1873, doi. 10.3390/rs17111873

By:

Polilli, Walter;
Galieni, Angelica;
Stagnari, Fabio

Publication type:

Article

In-Season Potato Nitrogen Prediction Using Multispectral Drone Data and Machine Learning.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1860, doi. 10.3390/rs17111860

By:

Chatraei Azizabadi, Ehsan;
El-Shetehy, Mohamed;
Cheng, Xiaodong;
Youssef, Ali;
Badreldin, Nasem

Publication type:

Article

Estimation of Tree Canopy Closure Based on U-Net Image Segmentation and Machine Learning Algorithms.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1828, doi. 10.3390/rs17111828

By:

Zhou, Yuefei;
Wang, Jinghan;
Song, Zengjing;
Zhou, Miaohang;
Lv, Mengnan;
Han, Xujun

Publication type:

Article

Explainable Machine Learning in the Prediction of Depression.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1412, doi. 10.3390/diagnostics15111412

By:

Mimikou, Christina;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Tsamakis, Konstantinos;
Savvidou, Stella;
Modig, Lillian;
Christidi, Foteini;
Kaltsatou, Antonia;
Doskas, Triantafyllos;
Mueller, Christoph;
Serdari, Aspasia;
Anagnostopoulos, Kostas;
Tripsianis, Gregory

Publication type:

Article

Multi-Scale Vision Transformer with Optimized Feature Fusion for Mammographic Breast Cancer Classification.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1361, doi. 10.3390/diagnostics15111361

By:

Ahmed, Soaad;
Elazab, Naira;
El-Gayar, Mostafa M.;
Elmogy, Mohammed;
Fouda, Yasser M.

Publication type:

Article

Thermal Load Predictions in Low-Energy Buildings: A Hybrid AI-Based Approach Integrating Integral Feature Selection and Machine Learning Models.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6348, doi. 10.3390/app15116348

By:

El Mghouchi, Youness;
Udristioiu, Mihaela Tinca

Publication type:

Article

Towards Explainable Pedestrian Behavior Prediction: A Neuro-Symbolic Framework for Autonomous Driving.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6283, doi. 10.3390/app15116283

By:

Melo Castillo, Angie Nataly;
Salinas Maldonado, Carlota;
Sotelo, Miguel Ángel

Publication type:

Article