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Aleksandr Eismont's Projects

alexlens icon alexlens

AlexLens is a comprehensive Image Classification and Transfer Learning application, specifically designed for heterogeneous computing platforms. It features a custom-built AlexNet Neural Network for in-depth analysis and learning.

cad-eduinternship icon cad-eduinternship

A collection of Python scripts for CAD algorithms, focusing on curve interpolation, surface generation, and interactive modeling.

causal-discovery-seminar icon causal-discovery-seminar

A seminar paper on causal discovery from log data, focusing on time-series analysis and computational methods in causal inference.

context-aware-ml-app icon context-aware-ml-app

A machine learning-based application for user action recognition using smartphone sensors, showcasing data analysis and predictive modeling in context-sensitive systems.

correlation-discovery-seminar icon correlation-discovery-seminar

A seminar paper on efficient correlation discovery in time-series streams, exploring global and local correlation detection methods.

crypto-eduinternship icon crypto-eduinternship

A comprehensive collection of cryptographic algorithms and exercises, showcasing practical applications and challenges in cryptography.

knowledge-surrogate-opt icon knowledge-surrogate-opt

A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.

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