Author

M. Mansurova

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Open access Sep 2026

TRANSFER LEARNING CONVOLUTIONAL NEURAL NETWORKS FOR SKIN CANCER CLASSIFICATION

Skin cancer is a widespread disease that requires accurate classification methods. Deep learning models can support the classification of different skin cancer classes. This study evaluates several Convolutional Neural Network (CNN) models for this task. Transfer learning is applied to adapt pretrained CNN architecture...

M. Mansurova, Anuar Nauryzbayev, Vegh Ladislav · Eurasian journal of mathemat... · 0 citations

Open access Aug 2026

Deep Learning and Large Language Models for Offline Recognition of Latin Handwritten Kazakh Text

The effectiveness of CNN–BiLSTM–CTC sequence modeling for offline recognition of handwritten Kazakh words in the Latin script using a convolutional recurrent neural network is demonstrated.

A. Shormakova, M. Mansurova, Beibitkhan Yerkegul et al. · Computers · 0 citations

Open access Jul 2026

Primitive-Augmented Transformers with Event-Role Side State: Architecture Evidence, Warm-Started Modulation, and Decoupled Tool Interfaces

PAT-ER, a decoder architecture with a normal token stream, an event-role register stream, and a primitive register stream, is introduced; the model is not a theorem prover and does not achieve perfect unseen tool-name copying; the contribution is a measured architecture signal and a usable, guarded interface.

N. Kadyrbek, M. Mansurova · Machine Learning and Knowled... · 1 citation