Essays about: "Mila Grancharova"

Found 2 essays containing the words Mila Grancharova.

1. 1. Representation Learning for Modulation Recognition of LPI Radar Signals Through Clustering

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Mila Grancharova; [2020]
   Keywords : Clustering; Representation Learning; Semi-Supervised Learning; Low Probability of Intercept Radar; Automatic Modulation Recognition; Klustring; semiövervakad inlärning; representationsinlärning; Low Probability of Intercept radar; automatiserad modulationsigenkänning;

   Abstract : Today, there is a demand for reliable ways to perform automatic modulation recognition of Low Probability of Intercept (LPI) radar signals, not least in the defense industry. This study explores the possibility of performing automatic modulation recognition on these signals through clustering and more specifically how to learn representations of input signals for this task. READ MORE

3. 2. Comparative Study of the Combined Performance of Learning Algorithms and Preprocessing Techniques for Text Classification

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Mila Grancharova; Michaela Jangefalk; [2018]
   Keywords : text classification; supervised learning; preprocessing; textklassificering; övervakad inlärning; förbehandlingstekniker;

   Abstract : With the development in the area of machine learning, society has become more dependent on applications that build on machine learning techniques. Despite this, there are extensive classification tasks which are still performed by humans. This is time costly and often results in errors. READ MORE