Browsing Master Theses & Projects by Subject "Clustering"
Now showing items 1-3 of 3
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Clustering analysis of lock contention fault types using run-time performance metrics for java intrinsic locks
(2022-02-01)Locks are essential in java-based multi-threaded applications as this mechanism provides a proper solution to synchronizing shared resources. However, improper management of locks and threads can lead to contention; as a ... -
Proposing an ensemble-based model using data clustering and machine learning algorithms for effective predictions
(2019-08-01)One of the most important tasks in machine learning is prediction. Data scientists use various regression methods to find the most appropriate and accurate model applicable for each type of datasets. This study proposes a ... -
Waste collection & street-sweeping route optimization using a 2-stage cluster algorithm & heuristic approaches
(2023-04-01)Waste collection and street-sweeping play a vital role in public health, safety, and overall cleanliness. Since these processes cannot be ignored, they should be done in an efficient manner. The following thesis proposes ...