Department of Intelligent Computer Systems

Contact:

E-mail

Position:

Assistant Professor

Research teams:

Nowe systemy głębokiego uczenia i ich zastosowania

Classes:

Interaktywna grafika i prezentacja danych lab

Języki skryptowe w aplikacjach internetowych lab

PhD Eng Jakub Nowak

Papers (7)

2019 (4)

Jakub Nowak and Marcin Korytkowski and Rafał Scherer, Convolutional recurrent neural networks for computer network analysis. (1)

Convolutional recurrent neural networks for computer network analysis

Jakub Nowak and Marcin Korytkowski and Rafał Scherer, Convolutional recurrent neural networks for computer network analysis, Springer, Cham, 747-757, 2019, Cites: 1

Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, URL-based Phishing Attack Detection by Convolutional Neural Networks.. (2)

URL-based Phishing Attack Detection by Convolutional Neural Networks.

Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, URL-based Phishing Attack Detection by Convolutional Neural Networks., 60-67, 2019, Cites: 2

Marcin Korytkowski and Jakub Nowak and Robert Nowicki and Kamila Milkowska and Magdalena Scherer and Piotr Goetzen, Sequential Data Mining of Network Traffic in URL Logs. (1)

Sequential Data Mining of Network Traffic in URL Logs

Marcin Korytkowski and Jakub Nowak and Robert Nowicki and Kamila Milkowska and Magdalena Scherer and Piotr Goetzen, Sequential Data Mining of Network Traffic in URL Logs, Springer, Cham, 125-130, 2019, Cites: 1

Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, Discovering Sequences in Systems Logs by Neural Networks.. (0)

Discovering Sequences in Systems Logs by Neural Networks.

Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, Discovering Sequences in Systems Logs by Neural Networks., 69-76, 2019, Cites: 0

2018 (2)

Jakub Nowak and Marcin Korytkowski and Rafal Scherer, Classification of computer network users with convolutional neural networks. (4)

Classification of computer network users with convolutional neural networks

Jakub Nowak and Marcin Korytkowski and Rafal Scherer, Classification of computer network users with convolutional neural networks, IEEE, 501-504, 2018, Cites: 4

Jakub Nowak and Marcin Korytkowski and Robert Nowicki and Rafał Scherer and Agnieszka Siwocha, Random forests for profiling computer network users. (10)

Random forests for profiling computer network users

Jakub Nowak and Marcin Korytkowski and Robert Nowicki and Rafał Scherer and Agnieszka Siwocha, Random forests for profiling computer network users, Springer, Cham, 734-739, 2018, Cites: 10

2017 (1)

Jakub Nowak and Ahmet Taspinar and Rafał Scherer, LSTM recurrent neural networks for short text and sentiment classification. (121)

LSTM recurrent neural networks for short text and sentiment classification

Jakub Nowak and Ahmet Taspinar and Rafał Scherer, LSTM recurrent neural networks for short text and sentiment classification, Springer, Cham, 553-562, 2017, Cites: 121

Show all