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Algorithmic Learning in a Random World
Vovk, Vladimir ; Gammerman, Alexander ; Shafer, Glenn
ISBN 9783031066481 9783031066498.

*Book*
2

Learning from fuzzy labels: Theoretical issues and algorithmic solutions
Campagner, Andrea
In International Journal of Approximate Reasoning August 2024 171

*Academic Journal*
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Impact of platform cues and algorithmic listings on B2B vs B2C gig success: analysis with random forest and panel regression
Journal of Business & Industrial Marketing, 2026, Vol. 41, Issue 4, pp. 483-502.

*Academic Journal*
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Predicting Cocoa Prices in Ghana Using Machine Learning and Decomposition Based Hybrid Models.
Wahab, Mashud ; Abubakari, Abdul Ghaniyyu ; Amadu, Yakubu ; et al.
Statistics, Politics & Policy; Mar2026, Vol. 17 Issue 1, p109-140, 32p

GHANA MACHINE learning PRICES INTEREST rates RANDOM forest algorithms
*Academic Journal*
10

Design and Implementation of an AI-Driven Algorithmic Trading Simulation Platform for Strategy Backtesting and Forecasting.
Lee, Jong-Hwa ; Nguyen, Van-Ho ; Tran, Quang-Thang ; et al.
Journal of Information & Communication Convergence Engineering; Dec2025, Vol. 23 Issue 4, p327-335, 9p

ARTIFICIAL intelligence ALGORITHMIC trading (Sec... ACQUISITION of data FINANCIAL markets SIMULATION software FORECASTING
*Academic Journal*
11

Physical Health Portrait and Intervention Strategy of College Students Based on Multivariate Cluster Analysis and Machine Learning.
Guo, Rong ; Dong, Rou ; Lu, Ni ; et al.
Applied Sciences (2076-3417); May2025, Vol. 15 Issue 9, p4940, 28p

STUDENT health MACHINE learning CLUSTER analysis (Statis... RANDOM forest algorithms DECISION trees K-means clustering
*Academic Journal*
12

Securing fruit trees future: AI-driven early warning and predictive systems for abiotic stress in changing climate
Mushtaq, Muhammad Ahtasham ; Ateeq, Muhammad ; Ikram, Muhammad ; et al.
In Plant Stress September 2025 17

*Academic Journal*
13

Machine Learning Model for Predicting Multidrug Resistance in Clinical Escherichia coli Isolates: A Retrospective General Surgery Study.
Tolan, Hüseyin Kerem ; Aydın, İrfan ; Tanyildizi-Kokkulunk, Handan ; et al.
Antibiotics (2079-6382); Oct2025, Vol. 14 Issue 10, p969, 17p

MULTIDRUG resistance ESCHERICHIA coli DRUG resistance in micro... MACHINE learning MEDICAL records RANDOM forest algorithms
*Academic Journal*
14

Reinforcement learning via conservative agent for environments with random delays
Lee, Jongsoo ; Kim, Jangwon ; Jeong, Jiseok ; et al.
In Neural Networks July 2026 199

*Academic Journal*
15

Assessment of machine learning algorithms in national data to classify the risk of self-harm among young adults in hospital: A retrospective study
Arora, Anmol ; Bojko, Louis ; Kumar, Santosh ; et al.
In International Journal of Medical Informatics September 2023 177

*Academic Journal*
16

Bankruptcy Prediction Using Machine Learning and Data Preprocessing Techniques.
Samara, Kamil ; Shinde, Apurva
Analytics (2813-2203); Sep2025, Vol. 4 Issue 3, p22, 13p

MACHINE learning RANDOM forest algorithms LOGISTIC regression anal... FINANCIAL risk managemen... CREDIT risk SUPPORT vector machines
*Academic Journal*
17

Addressing maximization bias in reinforcement learning with two-sample testing
Waltz, Martin ; Okhrin, Ostap
In Artificial Intelligence November 2024 336

*Academic Journal*
18

Predicting Diabetes Risk Using Machine Learning: A Comparative Study on the Yazd Health Study (YaHS).
Sefid, Fateme ; Norouzi-Ghahjavarestani, Nazanin ; Soleymani-Tabasi, Malihe ; et al.
Iranian Journal of Diabetes & Obesity (IJDO); Autumn2025, Vol. 17 Issue 3, p182-192, 11p

DIABETES MACHINE learning RANDOM forest algorithms DATA scrubbing SUPPORT vector machines MEDICAL databases
*Academic Journal*
19

Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics
Archetti, Alberto ; Ieva, Francesca ; Matteucci, Matteo
In Future Generation Computer Systems December 2023 149:343-358

*Academic Journal*
20

Integration of WRF-Chem Model-Based, Satellite-Based, and Ground-Based Observation Data to Predict PM2.5 Concentration by Machine Learning Approach.
Chimla, Soottida ; Chotamonsak, Chakrit ; Chaipimonplin, Tawee
Atmosphere; Nov2025, Vol. 16 Issue 11, p1304, 31p

THAILAND PARTICULATE matter AIR quality BIOMASS burning SCIENTIFIC observation MACHINE learning
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