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Viability Study of Machine Learning Models to Identify Talented Students at the Early Stage of Their College Study

• Authors : Qixuan Wu (ORCID 0009-0005-6621-5092); Hyung Jae Chang (ORCID 0000-0002-1354-8206); Long Ma (ORCID 0000-0002-6563-654X)

Subjects: Electronic Learning; Artificial Intelligence; Technology Uses in Education

• Source: Journal of Advanced Academics. 2025 36(4):766-787.22

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Enhancing Gifted Identification: A Machine Learning Analysis of the HOPE Teacher Rating Scale Responses

• Authors : Hyeseong Lee (ORCID 0000-0002-7137-8874); Jake Cho; Anne Walsh (ORCID 0009-0000-2168-2539)

Subjects: Gifted Education; Talent Identification; Academically GiftedSouth Korea

• Source: Journal of Advanced Academics. 2025 36(4):746-765.20

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Integrating Traditional Diagnostics Methods Through Neutrosophic Set Based Cancer Analysis Using Machine Learning Techniques.

• Authors : Tharaniya, P.¹ ; Raji, M.² ; Rajalakshmi, R.³

• Source: Neutrosophic Sets & Systems. 2025, Vol. 93, p1-21. 21p.

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样本选择和应用策略对机器学习作物识别精度影响.

• Authors : 宋思宇¹ ; 齐成红²; 吴 迪²

• Source: Transactions of the Chinese Society of Agricultural Engineering. Nov2025, Vol. 41 Issue 22, p194-203. 10p.

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Developing a Shared Knowledge Area Mechanism for Multi-Mobile Agents to Improve Performance Using Machine Learning: Classification-Rule.

• Authors : Ahmed, Tarig Mohamed¹

• Source: Journal of Information & Organizational Sciences. Dec2025, Vol. 49 Issue 2, p161-177. 17p.

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Fazla örnekleme ve az örnekleme ile makine öğrenmesi kullanarak akademik başarının tahmin edilmesine yönelik bir sınıflandırma çalışması.

• Authors : Alkan, Ayşe¹ ; Sevli, Onur²

• Source: Journal of the Faculty of Engineering & Architecture of Gazi University / Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi,. ara2025, Vol. 40 Issue 4, p2191-2204. 14p.

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Exploring Class Mapping as Data Fusion Technique in Machine Learning for Research Classification.

• Authors : Huang, Chien-Chih¹; Chen, Kuang-Hua¹

• Source: Journal of Library & Information Studies. Dec2025, Vol. 23 Issue 2, p119-143. 25p.

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Examination of Machine Learning Algorithms in Diagnosis of Neurological and Mental Diseases.

• Authors : Hamidi, H.¹ ; Pourmazar, S. A. H.¹

Subjects: *Machine learning; *Mental illness; *Deep learning

• Source: International Journal of Engineering Transactions B: Applications. Feb2026, Vol. 39 Issue 2, p465-484. 20p.

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Optimizing Reservoir Characterization with Machine Learning: Predicting Coal Texture Types for Improved Gas Migration and Accumulation Analysis.

• Authors : Wang, Yuting^1,2 (AUTHOR); Zhang, Cong^1,2 (AUTHOR); Wahib, Yahya^1,2 (AUTHOR)

• Source: Energies (19961073). Dec2025, Vol. 18 Issue 23, p6185. 25p.

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Machine Learning-Based Classification of Albanian Wines by Grape Variety, Using Phenolic Compound Dataset.

• Authors : Topi, Ardiana¹ (AUTHOR); Kasaj, Agim^1,2 (AUTHOR); Hudhra, Daniel^1,3 (AUTHOR)

• Source: Analytica. Dec2025, Vol. 6 Issue 4, p43. 25p.

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