Works matching DE "BOOSTING algorithms"

Results: 2033

Cultivating Quadrupedal Robotic Agility: Unveiling Reinforcement Learning Dynamics with the Boosted Tree Motif Classifier.

Published in:

International Journal of Semantic Computing, 2025, v. 19, n. 1, p. 5, doi. 10.1142/S1793351X25410016

By:

Allred, Christopher;
Pusey, Jason;
Harper, Mario

Publication type:

Article

Prediction of Violence Against Women Using Ensemble Learning Models: A Comparative Study of LightGBM, XGBoost, and Others.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 4, p. 727, doi. 10.18280/ijsse.150409

By:

Warnars, Harco Leslie Hendric Spits;
Sunge, Aswan Supriyadi;
Suzanna;
Bevlyadi, Beni;
Muyeba, Maybin K.

Publication type:

Article

Short term power load forecasting system based on improved neural network deep learning model.

Published in:

Advanced Control for Applications, 2024, v. 6, n. 4, p. 1, doi. 10.1002/adc2.197

By:

Yuan, Lulu

Publication type:

Article

Multivariable Prediction Model Development and Validation for Dropout in Community-Based Going-Out Program for Older Adults.

Published in:

Journal of Physical Activity & Health, 2025, v. 22, n. 7, p. 793, doi. 10.1123/jpah.2024-0723

By:

Morikawa, Masanori;
Harada, Kenji;
Kurita, Satoshi;
Nishijima, Chiharu;
Fujii, Kazuya;
Kakita, Daisuke;
Yamashiro, Yukari;
Takayanagi, Naoto;
Sudo, Motoki;
Shimada, Hiroyuki

Publication type:

Article

A highly accurate and interpretable gradient boosting machine learning model for predicting permeability in strongly heterogeneous reservoirs using the Optuna framework Open Access.

Published in:

Journal of Geophysics & Engineering, 2025, v. 22, n. 3, p. 810, doi. 10.1093/jge/gxaf039

By:

Jiang, Ximei;
Yan, Weichao;
Xing, Huilin;
Feng, Ping;
Sun, Jianmeng;
Fan, Yangchen

Publication type:

Article

Machine learning-based MRI radiomics predict IL18 expression and overall survival of low-grade glioma patients.

Published in:

NPJ Precision Oncology, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41698-025-00966-x

By:

Zhang, Zhe;
Xiao, Yao;
Liu, Jun;
Xiao, Feng;
Zeng, Jie;
Zhu, Hong;
Tu, Wei;
Guo, Hua

Publication type:

Article

Boosting distributional copula regression for bivariate binary, discrete and mixed responses.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 5, p. 887, doi. 10.1177/09622802241313294

By:

Briseño Sanchez, Guillermo;
Klein, Nadja;
Klinkhammer, Hannah;
Mayr, Andreas

Publication type:

Article

Predicting Deposition Efficiency Across Diverse Cold Spray Process Parameters Using Machine Learning.

Published in:

Journal of Thermal Spray Technology, 2025, v. 34, n. 5, p. 1642, doi. 10.1007/s11666-025-01983-9

By:

Eberle, Martin;
Pinches, Samuel;
King, Hannah;
Guzman, Pablo;
Qin, Kai;
Ang, Andrew

Publication type:

Article

Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability.

Published in:

Inteligencia Artificial: Revista Iberoamericana de Inteligencia Artificial, 2025, v. 28, n. 75, p. 63, doi. 10.4114/intartif.vol28iss75pp63-80

By:

Herrera Pinheiro, João Manoel;
Becker, Marcelo

Publication type:

Article

Leveraging Interpretable Ensemble Machine Learning for Predicting Interfacial Bond Strength Between Normal-Strength Concrete Substrate and UHPC Overlays.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 11, p. 8621, doi. 10.1007/s13369-024-09690-3

By:

Sapkota, Sanjog Chhetri;
Sapkota, Sagar;
Bansal, Tushar;
Haq, Moinul;
Al-Osta, Mohammed A.

Publication type:

Article

Ensemble Learning for Diabetes Classification Using Voting Classifier on CDC Health Indicators Dataset.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2025.2024-126

By:

Arman, Bardia;
Jazayeri, Kian;
Celebi, Erbug;
Alpan, Kezban;
Dimililer, Kamil

Publication type:

Article

Early Prediction of Mortality due to Carbapenem-Resistant Gram-Negative Bacterial Infection in Intensive Care Units Using Machine Learning.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2024.2024-119

By:

Baddal, Buket;
Bağkur, Cemile;
Arman, Bardia

Publication type:

Article

Developing Machine-Learning Models to Predict Bacteremia in Febrile Adults Presenting to the Emergency Department: A Retrospective Cohort Study from a Large Center.

Published in:

Western Journal of Emergency Medicine: Integrating Emergency Care with Population Health, 2025, v. 26, n. 3, p. 617, doi. 10.5811/westjem.35866

By:

Chia-Ming Fu;
Ike Ngo;
Pak Sheung Lau;
Ivanchuk, Yaroslav;
Fan-Ya Chou;
Chih-Hung Wang;
Chien-Yu Lin;
Chu-Lin Tsai;
Shey-Ying Chen;
Tsung-Chien Lu;
Hung-Yu Wei

Publication type:

Article

A Comparison Between Allied Ordnance Procedure‐48 and Various Machine Learning Models.

Published in:

Propellants, Explosives, Pyrotechnics, 2025, v. 50, n. 6, p. 1, doi. 10.1002/prep.12065

By:

Heil, Moritz;
Kamienska‐Duda, Agata;
Szkudlarek, Monika

Publication type:

Article

AI-Driven Fault Detection and Classification in Photovoltaic Systems using High-Frequency Data.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 71

By:

Banu, Ayesha;
Gouthami, Maduri;
Krishna, Pasupuleti Rama;
Aravind, Ponnala;
Harika, Pola

Publication type:

Article

Handling Local Optima Trapped Situation by Improving the BAT Algorithm.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 5, p. 1564, doi. 10.3837/tiis.2025.05.009

By:

Younus, Waqar;
Abbas, Qamar;
Mazhar, Tehseen;
Iqbal, Muhammad;
Al-AlShaikh, Halah A.;
Shahzad, Tariq;
Jilani Saudagar, Abdul Khader;
khan, Muhammad Amir

Publication type:

Article

Artificial intelligence in prenatal diagnosis: Down syndrome risk assessment with the power of gradient boosting-based machine learning algorithms.

Published in:

Turkish Journal of Obstetrics & Gynecology, 2025, v. 22, n. 2, p. 1, doi. 10.4274/tjod.galenos.2025.83278

By:

Yalçın, Emre;
Koç, Tarık Kaan;
Aslan, Serpil;
Demir, Süleyman Cansun;
Evrüke, İsmail Cüneyt;
Sucu, Mete;
Avan, Mesut;
Uzay, Fatma İşlek

Publication type:

Article

Machine Learning for Predicting the Low Risk of Postoperative Pancreatic Fistula After Pancreaticoduodenectomy: Toward a Dynamic and Personalized Postoperative Management Strategy.

Published in:

Cancers, 2025, v. 17, n. 11, p. 1846, doi. 10.3390/cancers17111846

By:

Cammarata, Roberto;
Ruffini, Filippo;
Catamerò, Alberto;
Melone, Gennaro;
Costa, Gianluca;
Angeletti, Silvia;
Seghetti, Federico;
La Vaccara, Vincenzo;
Coppola, Roberto;
Soda, Paolo;
Guarrasi, Valerio;
Caputo, Damiano

Publication type:

Article

Enhanced Fuel Adulteration Detection Using Surface Plasmon Resonance Biosensor with Machine Learning Optimization in the terahertz regime.

Published in:

Plasmonics, 2025, v. 20, n. 6, p. 3355, doi. 10.1007/s11468-024-02550-8

By:

Wekalao, Jacob;
Mandela, Ngaira;
Langat, Wesley;
wamalwa, Calistus

Publication type:

Article

Energy management strategy for electrically-powered hydraulic vehicle based on driving mode recognition.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2025, v. 47, n. 1, p. 2480, doi. 10.1080/15567036.2025.2452254

By:

Lin, Yanhong;
Liu, Benyou;
Zhang, Tiezhu;
Zhang, Hongxin;
Zhang, Zhen

Publication type:

Article

Machine Learning Based Early Diagnosis of ADHD with SHAP Value Interpretation: A Retrospective Observational Study.

Published in:

Neuropsychiatric Disease & Treatment, 2025, v. 21, p. 1075, doi. 10.2147/NDT.S519492

By:

Zhang, Xinyu;
Xiao, Xue;
Luo, Yufan;
Xiao, Wei;
Cao, Yingsi;
Chang, Yuanjin;
Wu, Dongqin;
Xu, Hua;
Zhao, Jinlin;
Deng, Xianhui;
Jiang, Yuanying;
Xie, Ruijin;
Liu, Yueying

Publication type:

Article

Predicting rapid kidney function decline in middle-aged and elderly Chinese adults using machine learning techniques.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03043-2

By:

Li, Yang;
Zou, Kun;
Wang, Yixuan;
Zhang, Yucheng;
Zhong, Jingtao;
Zhou, Wu;
Tang, Fang;
Peng, Lu;
Liu, Xusheng;
Deng, Lili

Publication type:

Article

Development and validation of a predictive nomogram for bilateral posterior condylar displacement using cone-beam computed tomography and machine-learning algorithms: a retrospective observational study.

Published in:

BMC Oral Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12903-025-06098-9

By:

Sui, Huachao;
Xiao, Mo;
Jiang, Xueqing;
Li, Jiaye;
Qiao, Feng;
Yin, Bin;
Wang, Yuanyuan;
Wu, Ligeng

Publication type:

Article

Fetal cardiac diagnostics in Indonesia: a study of screening and echocardiography.

Published in:

Journal of Perinatal Medicine, 2025, v. 53, n. 5, p. 561, doi. 10.1515/jpm-2025-0037

By:

Bachnas, Muhammad Adrianes;
Andonotopo, Wiku;
Pribadi, Adhi;
Dewantiningrum, Julian;
Adi Pramono, Mochammad Besari;
Sulistyowati, Sri;
Stanojevic, Milan;
Kurjak, Asim

Publication type:

Article

Visualizing fatigue mechanisms in non-communicable diseases: an integrative approach with multi-omics and machine learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03034-3

By:

Kobayashi, Yusuke;
Fujiwara, Naoki;
Murakami, Yuki;
Ishida, Shoichi;
Kinguchi, Sho;
Haze, Tatsuya;
Azushima, Kengo;
Fujiwara, Akira;
Wakui, Hiromichi;
Sakakura, Masayoshi;
Terayama, Kei;
Hirawa, Nobuhito;
Isozaki, Tetsuo;
Yasuzaki, Hiroaki;
Takase, Hajime;
Yano, Yuichiro;
Tamura, Kouichi

Publication type:

Article

DFP-YOLO: An Efficient Algorithm for Detecting Steel Surface Defects.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 6, p. 17

By:

Jiawei Chai;
Ziwei Zhou

Publication type:

Article

SAE-PointPillars: Adaptive Spatial Feature Fusion Based PointPillars3D Target Detection Algorithm.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 6, p. 1627

By:

Yuxuan Zhang;
Ziwei Zhou

Publication type:

Article

Machine learning-based prediction of volatile compounds profiles in Saccharomyces cerevisiae fermentation simulating canned meat.

Published in:

NPJ Science of Food, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41538-025-00435-6

By:

Du, Lin;
Wang, Shujie;
Chen, Yongyan;
Zhu, Zhongxu;
Sun, Hai-Xi;
Chiu, Tsan-Yu

Publication type:

Article

Machine Learning Models for Predicting Type 2 Diabetes Complications in Malaysia.

Published in:

Asia-Pacific Journal of Public Health, 2025, v. 37, n. 4, p. 394, doi. 10.1177/10105395251332798

By:

Abas, Mohamad Zulfikrie;
Li, Kezhi;
Choo, Wan Yuen;
Wan, Kim Sui;
Hairi, Noran Naqiah

Publication type:

Article

Early prediction of sepsis in emergency department patients using various methods and scoring systems.

Published in:

Nursing in Critical Care, 2025, v. 30, n. 3, p. 1, doi. 10.1111/nicc.13201

By:

Song, Yun‐Feng;
Huang, Hao‐Neng;
Ma, Jia‐Jun;
Xing, Rui;
Song, Yu‐Qi;
Li, Li;
Zhou, Jin;
Ou, Chun‐Quan

Publication type:

Article

Machine Learning for Predicting Critical Events Among Hospitalized Children.

Published in:

JAMA Network Open, 2025, v. 8, n. 5, p. e2513149, doi. 10.1001/jamanetworkopen.2025.13149

By:

Strutz, Sierra;
Liang, Huan;
Carey, Kyle;
Bashiri, Fereshteh;
Jani, Priti;
Gilbert, Emily;
Fitzgerald, Julie L.;
Kuehnel, Nicholas;
Dewan, Maya;
Sanchez-Pinto, L. Nelson;
Edelson, Dana;
Afshar, Majid;
Churpek, Matthew;
Mayampurath, Anoop

Publication type:

Article

Application of machine learning algorithms in osteoporosis analysis based on cardiovascular health assessed by life's essential 8: a cross-sectional study.

Published in:

Journal of Health, Population & Nutrition, 2025, v. 44, n. 1, p. 1, doi. 10.1186/s41043-025-00941-z

By:

Shi, Haolin;
Fang, Yangyi;
Ma, Xiuhua

Publication type:

Article

Analysis of Combined Strength Training with Small-Sided Games in Football Education Using Machine Learning Methods.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5672, doi. 10.3390/app15105672

By:

Guneralp, Huseyin;
Yavuz, Hasan Ulas;
Sekeroglu, Boran;
Oytun, Musa;
Tinazci, Cevdet

Publication type:

Article

GESC-YOLO: Improved Lightweight Printed Circuit Board Defect Detection Based Algorithm.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3052, doi. 10.3390/s25103052

By:

Kong, Xiangqiang;
Liu, Guangmin;
Gao, Yanchen

Publication type:

Article

Predictive Modeling of Climate-Driven Crop Yield Variability Using DSSAT Towards Sustainable Agriculture.

Published in:

AgriEngineering, 2025, v. 7, n. 5, p. 156, doi. 10.3390/agriengineering7050156

By:

El-Mahroug, Safa E.;
Suleiman, Ayman A.;
Zoubi, Mutaz M.;
Al-Omari, Saif;
Abu-Afifeh, Qusay Y.;
Al-Jawaldeh, Heba F.;
Alta'any, Yazan A.;
Al-Nawaiseh, Tariq M. F.;
Obeidat, Nisreen;
Alsoud, Shahed H.;
Alshoshan, Areen M.;
Al-Shibli, Fayha M.;
Ta'any, Rakad

Publication type:

Article

Design and optimization of low-loss, high-gain metamaterial-based log-periodic dipole array antenna for full Ka-band coverage.

Published in:

Turkish Journal of Electrical Engineering & Computer Sciences, 2025, v. 33, n. 3, p. 357, doi. 10.55730/1300-0632.4131

By:

ALMONAIER, Mohammad M. K.;
ABDELFATAH, Ahmed Abdelhady;
ISMAIL, Yasser;
AREED, Nihal F. F.

Publication type:

Article

Machine Learning Predictive Models for Survival in Patients with Brain Stroke.

Published in:

Health Promotion Perspectives, 2025, v. 15, n. 1, p. 63, doi. 10.34172/hpp.025.43635

By:

Norouzi, Solmaz;
Ahmadi, Samira;
Alinia, Shayeste;
Farzipoor, Farshid;
Shahsavari, Azadeh;
Hajizadeh, Ebrahim;
Asghari Jafarabadi, Mohammad

Publication type:

Article

Improving Lung Cancer Risk Prediction Using Machine Learning: A Comparative Analysis of Stacking Models and Traditional Approaches.

Published in:

Cancers, 2025, v. 17, n. 10, p. 1651, doi. 10.3390/cancers17101651

By:

Tu, Huakang;
Zhao, Yunfeng;
Cui, Jiameng;
Lu, Wanzhu;
Sun, Gege;
Xu, Xiaohang;
Hu, Qingfeng;
Hu, Kejia;
Wu, Ming;
Wu, Xifeng

Publication type:

Article

Identification of water pollution sources in the Daluxi River using kernel principal component analysis and gradient boosting decision tree.

Published in:

Environmental Earth Sciences, 2025, v. 84, n. 9, p. 1, doi. 10.1007/s12665-025-12241-0

By:

Liu, Ying;
Zheng, Nairui;
Yang, Shuhan;
Liu, Fangfei;
Liu, Miaohan;
Chen, Yu

Publication type:

Article

Innovative application of the composite Bezier GSXG hybrid machine learning model for daily evapotranspiration Estimation implementing satellite image data.

Published in:

Environmental Earth Sciences, 2025, v. 84, n. 9, p. 1, doi. 10.1007/s12665-025-12236-x

By:

Amirzehni, Parastoo;
Samadianfard, Saeed;
Nazemi, AmirHossein;
Sadraddini, AliAshraf

Publication type:

Article

Enhanced urban impervious surface land use mapping using a novel multi-sensor feature fusion method and remote sensing data.

Published in:

Environmental Earth Sciences, 2025, v. 84, n. 9, p. 1, doi. 10.1007/s12665-025-12217-0

By:

Ahmad, Muhammad Nasar;
Almutlaq, Fahad;
Huq, Md. Enamul;
Islam, Fakhrul;
Javed, Akib;
Skilodimou, Hariklia D.;
Bathrellos, George D.

Publication type:

Article

Predicting criminal offence in adolescents who exhibit antisocial behaviour: a machine learning study using data from a large randomised controlled trial of multisystemic therapy.

Published in:

European Child & Adolescent Psychiatry, 2025, v. 34, n. 5, p. 1579, doi. 10.1007/s00787-024-02592-7

By:

Suh, Jae Won;
Saunders, Rob;
Simes, Elizabeth;
Delamain, Henry;
Butler, Stephen;
Cottrell, David;
Kraam, Abdullah;
Scott, Stephen;
Goodyer, Ian M;
Wason, James;
Pilling, Stephen;
Fonagy, Peter

Publication type:

Article

Enhancing Student Success Prediction: A Comparative Analysis of Machine Learning Technique.

Published in:

TechTrends: Linking Research & Practice to Improve Learning, 2025, v. 69, n. 2, p. 372, doi. 10.1007/s11528-025-01044-6

By:

Beseiso, Majdi

Publication type:

Article

Factors Influencing Educators' Curiosity to Learn about VR Technologies in Education.

Published in:

TechTrends: Linking Research & Practice to Improve Learning, 2024, v. 68, n. 3, p. 547, doi. 10.1007/s11528-024-00961-2

By:

Doz, Daniel;
Krajnčan, Mitja;
Jenko, Matija;
Vukovič, Matej

Publication type:

Article

Leveraging federated learning for boosting data privacy and performance in IVF embryo selection.

Published in:

Journal of Assisted Reproduction & Genetics, 2024, v. 41, n. 7, p. 1811, doi. 10.1007/s10815-024-03148-z

By:

Lee, Chun-I;
Tzeng, Chii-Ruey;
Li, Monty;
Lai, Hsing-Hua;
Chen, Chi-Huang;
Huang, Yulun;
Chang, T. Arthur;
Chen, Chien-Hong;
Huang, Chun-Chia;
Lee, Maw-Sheng;
Liu, Mark

Publication type:

Article

Semi-supervised learning for question classification in CQA.

Published in:

Natural Computing, 2017, v. 16, n. 4, p. 567, doi. 10.1007/s11047-016-9554-5

By:

Li, Yiyang;
Su, Lei;
Chen, Jun;
Yuan, Liwei

Publication type:

Article

Trimming stability selection increases variable selection robustness.

Published in:

Machine Learning, 2023, v. 112, n. 12, p. 4995, doi. 10.1007/s10994-023-06384-z

By:

Werner, Tino

Publication type:

Article

Accelerated gradient boosting.

Published in:

Machine Learning, 2019, v. 108, n. 6, p. 971, doi. 10.1007/s10994-019-05787-1

By:

Biau, G.;
Cadre, B.;
Rouvière, L.

Publication type:

Article

Boosted multivariate trees for longitudinal data.

Published in:

Machine Learning, 2017, v. 106, n. 2, p. 277, doi. 10.1007/s10994-016-5597-1

By:

Pande, Amol;
Li, Liang;
Rajeswaran, Jeevanantham;
Ehrlinger, John;
Kogalur, Udaya;
Blackstone, Eugene;
Ishwaran, Hemant

Publication type:

Article

Cost-sensitive boosting algorithms: Do we really need them?

Published in:

Machine Learning, 2016, v. 104, n. 2-3, p. 359, doi. 10.1007/s10994-016-5572-x

By:

Nikolaou, Nikolaos;
Edakunni, Narayanan;
Kull, Meelis;
Flach, Peter;
Brown, Gavin

Publication type:

Article