• Suche: "BOOSTING algorithms"

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1

Identification of Investment-Ready SMEs: A Machine Learning Framework to Enhance Equity Access and Economic Growth.
Gogas, Periklis ; Papadimitriou, Theophilos ; Goumenidis, Panagiotis ; et al.
Forecasting. Sep2025, Vol. 7 Issue 3, p51. 36p.

SMALL business ECONOMIC expansion ARTIFICIAL intelligence EMPIRICAL research RISK assessment CAPITAL financing …
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2

Unveiling internal drivers of corporate greenwashing: a machine learning approach.
Song, Jiazhen ; Huang, Jiashun ; Peng, Xiaobao ; et al.
Journal of Environmental Planning & Management. Dec2025, p1-23. 23p. 7 Illustrations.

ORGANIZATIONAL governanc... CORPORATE sustainability SOCIAL responsibility of... MACHINE learning BOOSTING algorithms PREDICTION models
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3

Comparative analysis of boosting algorithms for predicting personal default.
Nguyen, Nhat ; Ngo, Duy
Cogent Economics & Finance. Dec2025, Vol. 13 Issue 1, p1-20. 20p.

CREDIT risk management FINANCIAL institutions CREDIT risk BOOSTING algorithms MACHINE learning VIETNAM
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4

An Exploration of Deploying Predictive Analytics for Loan Default Using Ensemble Learning Techniques.
Prakash, Bhanu ; Ahmed, Ejaz ; Dutta, Rima
Journal of Operations & Strategic Planning. Dec2025, Vol. 8 Issue 2, p186-199. 14p.

FINANCIAL institutions DEFAULT (Finance) ENSEMBLE learning BOOSTING algorithms COMPUTER performance PREDICTION models …
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5

Profit-oriented loan default prediction for the financial industry: a fusion framework with interpretability.
Wang, Xuhui ; Zhang, Lifang ; Wang, Jianzhou ; et al.
Financial Innovation. 1/10/2026, Vol. 12 Issue 1, p1-33. 33p.

FINANCIAL services indus... CREDIT scoring systems RANDOM forest algorithms BOOSTING algorithms PREDICTION models COUNTERPARTY risk …
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6

Dynamic Grade Prediction in Programming Education Using Time-Series XGBoost and SHAP Analysis.
Qiu, Jing ; Shi, Chunmei
International Journal of Software Engineering & Knowledge Engineering. Dec2025, Vol. 35 Issue 12, p1763-1787. 25p.

FORECASTING TIME series analysis MACHINE learning BOOSTING algorithms EDUCATIONAL support COMPUTER programming edu...
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7

Comparative Analysis of Boosting Algorithms for Multiclass Typhoid Prediction
Hauw, Mariska Regina Christophera ; Tendeas, Teresa ; Sandria, Kenrich Heavenly ; et al.
2025 5th International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) Intelligent Cybernetics Technology & Applications (ICICyTA), 2025 5th International Conference on. :149-154 Dec, 2025

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8

A Hybrid Machine Learning Framework for Water Quality Index Prediction Using Feature-Based Neural Network Initialization
Bataineh, A.A. ; Vamsi, B. ; Smith, S.A.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 19:4887-4905 2026

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9

Exoplanet detection using ensemble learning: A comparative study with gradient boosting as the optimal classifier.
Alsheyab, Ateka ; Muhanna, Shatha ; Jaradat, Ghaith M. ; et al.
AIP Conference Proceedings. 2026, Vol. 3406 Issue 1, p1-9. 9p.

ENSEMBLE learning BOOSTING algorithms FEATURE selection STATISTICAL accuracy MACHINE learning COMPARATIVE studies …
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10

Improving IoT device's security in constrained environment to replicate vulnerability using machine learning approaches.
Kumar, Biresh ; Zeba, Rahat ; Sinha, Anurag ; et al.
AIP Conference Proceedings. 2026, Vol. 3398 Issue 1, p1-13. 13p.

MACHINE learning BOOSTING algorithms ANOMALY detection (Compu... RANDOM forest algorithms INTERNET of things
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11

Novel data-driven approach for enhanced prediction of sports outcomes.
Soy, Aakansha ; Balkrishna, Sutar Manisha
AIP Conference Proceedings. 2026, Vol. 3345 Issue 1, p1-8. 8p.

MACHINE learning BOOSTING algorithms SPORTS forecasting MATHEMATICAL optimizatio... DATA analysis
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12

Application of machine learning algorithms for predicting mechanical properties of stainless steel.
Leni, Desmarita ; Sumiati, Ruzita ; Haris, H. ; et al.
AIP Conference Proceedings. 2026, Vol. 3337 Issue 1, p1-14. 14p.

MACHINE learning BOOSTING algorithms EMPIRICAL research MATERIALS science STAINLESS steel HEAT treatment …
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13

Evaluating risk in perishable-food manufacturing and logistics services from the view of human-AI synergy.
Zhan, Sha-lei ; Jiang, Xiangdong ; Ng, Chi To ; et al.
International Journal of Production Research; Jan2026, Vol. 64 Issue 2, p701-718, 18p

PERISHABLE foods FOOD safety LOGISTICS RISK-taking behavior RISK assessment BOOSTING algorithms …
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14

Integrating Explainable AI with Ensemble Boosting Models for Early Detection of Brain Stroke
Rathore, Shiwangi ; Dubey, Yogita ; Chakole, Megha ; et al.
2025 IEEE 4th International Conference for Advancement in Technology (ICONAT) Advancement in Technology (ICONAT), 2025 IEEE 4th International Conference for. :1-8 Sep, 2025

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15

AI-Powered Mental Health Screening: Comparing Boosting Algorithms on PHQ-9
J, Sheril AngeL ; Andrushia, Diana ; Neebha, Mary ; et al.
2025 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI) Intelligent Cyber Physical Systems and Internet of Things (ICoICI), 2025 3rd International Conference on. :364-369 Sep, 2025

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16

Predictive Machine Learning Framework for Address Error Detection in Logistics System
Eroglu, Egemen ; Buyuktas, V. Azat ; Simsek, Berna ; et al.
2025 10th International Conference on Computer Science and Engineering (UBMK) Computer Science and Engineering (UBMK), 2025 10th International Conference on. :808-813 Sep, 2025

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17

Algorithm Comparison for Microplastic Classification: Evaluating Ensemble Models on Density and Measurement Features
Adi, Ahmad Cahyono ; Arneta, Dhea Citra ; Ramadani, M. Ilham
2025 1st International Conference on Artificial Intelligence Technology (ICoAIT) Artificial Intelligence Technology (ICoAIT), 2025 1st International Conference on. :198-203 Sep, 2025

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18

Enhanced Epileptic Seizure Detection Using Boosting-Based Models
Akshara, Revelle ; Nukam, Akhila ; Harmila, Puvvada ; et al.
2025 2nd International Conference on Integration of Computational Intelligent System (ICICIS) Integration of Computational Intelligent System (ICICIS), 2025 2nd International Conference on. :1-7 Sep, 2025

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19

Boosting the HP filter for trending time series with long-range dependence.
Biswas, Eva ; Sabzikar, Farzad ; Phillips, Peter C. B.
Econometric Reviews. 2025, Vol. 44 Issue 1, p41-79. 39p.

TIME series analysis BOOSTING algorithms BROWNIAN motion FOURIER series DETERMINISTIC processes
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20

Enhanced gradient boosting for zero-inflated insurance claims and comparative analysis of CatBoost, XGBoost, and LightGBM.
So, Banghee
Scandinavian Actuarial Journal. Dec2024, Vol. 2024 Issue 10, p1013-1035. 23p.

INSURANCE claims adjustm... INSURANCE claims INSURANCE companies BOOSTING algorithms POISSON distribution
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