Knygos.lt nariams
Knygos.lt nariams
- Išsiųsime per 12–18 d.d.
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- Autorius: Jawad Khalife
- Leidėjas: Eliva Press
- ISBN-10: 1636480764
- ISBN-13: 9781636480763
- Formatas: 15.2 x 22.9 x 0.3 cm, minkšti viršeliai
- Kalba: Anglų
Atsiliepimai
Aprašymas
This book is addressed for both seasoned and beginners in the field of machine learning, we included a simple explanation for each idea and then we expanded to all technical details. We started by explaining KNN and all its challenges. Then we introduced a newly discovered dataset deficiency and an enhancement to counter that problem. The field of the experiment was on network traffic classification. We combined the precision of the DPI method and the privacy of blind classifiers, once the model is trained on known traffic flows, then we used the statistical data and the packet header for classification.
- Autorius: Jawad Khalife
- Leidėjas: Eliva Press
- ISBN-10: 1636480764
- ISBN-13: 9781636480763
- Formatas: 15.2 x 22.9 x 0.3 cm, minkšti viršeliai
- Kalba: Anglų
This book is addressed for both seasoned and beginners in the field of machine learning, we included a simple explanation for each idea and then we expanded to all technical details. We started by explaining KNN and all its challenges. Then we introduced a newly discovered dataset deficiency and an enhancement to counter that problem. The field of the experiment was on network traffic classification. We combined the precision of the DPI method and the privacy of blind classifiers, once the model is trained on known traffic flows, then we used the statistical data and the packet header for classification.
Atsiliepimai