Browsing by Subject "Unsupervised learning"

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3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning

Ahasan, Md Rakibul (Brac University, 2022-04)

In a mobile network, there are a lot of data that can provide network detail about network efficiency, robustness, and availability. A type of data is mobile network performance data obtained from the key performance ...
An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy

Hasan, Nahid (Brac University, 2024-05)

Unsupervised clustering plays a crucial role in various real-life applications. It works by grouping similar data points together based on certain features or characteristics, without the use of predefined labels. The ...
Implementation of neural network in game engine to create smart bot and behavior analysis

Shovon, Zamshed Khan; Ahamed, Kaisar; Khan, Tanvir Akram; Hasan, Saad Ziaul (BRAC University, 2018)

Virtual game players always had a desire for playing with an opponent that acts intelligently like a human. That is why MMO (Massive Multiplayer Online) games have gained huge popularity. Programmers have developed and ...