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SCF-CIL: A Multi-Stage Regularization-Based SAR Class-Incremental Learning Method Fused with Electromagnetic Scattering Features.

• Authors : Zhang, Yunpeng^1,2 (AUTHOR); Xing, Mengdao^2,3,4 (AUTHOR); Zhang, Jinsong^3,4 (AUTHOR)

• Source: Remote Sensing. May2025, Vol. 17 Issue 9, p1586. 27p.

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CILEA-NET: Curriculum-Based Incremental Learning Framework for Remote Sensing Image Classification

• Authors : S. Divakar Bhat; Biplab Banerjee; Subhasis Chaudhuri

Subjects: Classification; curriculum; incremental learning (IL)

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 5879-5890 (2021)

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Hyperspectral Image Classification Based on Class-Incremental Learning with Knowledge Distillation.

• Authors : Xu, Meng¹ (AUTHOR) ; Zhao, Yuanyuan² (AUTHOR) ; Liang, Yajun³ (AUTHOR)

• Source: Remote Sensing. Jun2022, Vol. 14 Issue 11, p2556-2556. 21p.

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Smart User Consumption Profiling: Incremental Learning-Based OTT Service Degradation

• Authors : Juan Sebastian Rojas; Adrian Pekar; Alvaro Rendon

Subjects: Over-the-top application; classification; incremental learning

• Source: IEEE Access, Vol 8, Pp 207426-207442 (2020)

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Incremental Learning-Based Algorithm for Anomaly Detection Using Computed Tomography Data

• Authors : Hossam A. Gabbar; Oluwabukola Grace Adegboro; Abderrazak Chahid

Subjects: incremental learning; continual learning; computed tomography

• Source: Computation, Vol 11, Iss 7, p 139 (2023)

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Incremental Learning for Classification of Unstructured Data Using Extreme Learning Machine

• Authors : Sathya Madhusudhanan; Suresh Jaganathan; Jayashree L S

Subjects: classification; unstructured data; extreme learning machine

• Source: Algorithms, Vol 11, Iss 10, p 158 (2018)

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Network intrusion detection based on improved KNN algorithm

• Authors : Hongsheng Bao; Jie Gao

Subjects: KNN algorithm; Network intrusion; Three branch decision-making

• Source: Scientific Reports, Vol 15, Iss 1, Pp 1-19 (2025)

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Semi-Supervised Class Incremental Learning

• Authors : Lechat, Alexis; Herbin, Stéphane; Jurie, Frédéric ...

Subjects: APPRENTISSAGE CONTINU; CLASSIFICATION; APPRENTISSAGE SEMI-SUPERVISEMilan; Italy

• Source: ICPR 2020 ; https://hal.science/hal-03134825 ; ICPR 2020, Jan 2021, Milan, Italy. pp.10383-10389, ⟨10.1109/ICPR48806.2021.9413225⟩

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Non-Exemplar Incremental ISAR Target Classification via Mix-Mamba Feature Adjustment Network.

• Authors : Xue, Ruihang¹ (AUTHOR) ; Li, Caipin^1,2 (AUTHOR); Peng, Wencan^1,3 (AUTHOR)

• Source: Remote Sensing. Jun2025, Vol. 17 Issue 12, p2081. 25p.

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Cross-Cultural Emotion Classification based on Incremental Learning and LBP-Features

• Authors : Sultan Zia, M.; Arfan Jaffar, M.

Subjects: Incremental Learning; Classification; Facial Expression

• Source: Applied Mathematics & Information Sciences

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