Jakub Nowak

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 22

Top Topics

Convolutional Neural Networks

Behavioural Patterns

Autonomous Driving

Human Pose Estimation

Top Venues

Aust. J. Intell. Inf. Process. Syst.

J. Comput. Mediat. Commun.

IEEE Trans. Control. Syst. Technol.

Publications

Marcin Korytkowski, Jakub Nowak, Rafal Scherer
Detecting Sensitive Data with GANs and Fully Convolutional Networks. ACIIDS (1) (2023)
Marta Zielonka, Wiktor Krasinski, Jakub Nowak, Przemyslaw Roslen, Jan Stopinski, Mateusz Zak, Franciszek Górski, Andrzej Czyzewski
A survey of automatic speech recognition deep models performance for Polish medical terms. SPA (2023)
Nguyen Hung-Cuong, Thi-Hao Nguyen, Jakub Nowak, Aleksander Byrski, Agnieszka Siwocha, Van-Hung Le
Combined YOLOv5 and HRNet for High Accuracy 2D Keypoint and Human Pose Estimation. J. Artif. Intell. Soft Comput. Res. 12 (4) (2022)
Michal Kolomanski, Mustafa Sakhai, Jakub Nowak, Maciej Wielgosz
Towards End-to-End Chase in Urban Autonomous Driving Using Reinforcement Learning. IntelliSys (3) (2022)
Piotr Siuda, Jakub Nowak, Robert W. Gehl
Darknet imaginaries in Internet memes: the discursive malleability of the cultural status of digital technologies. J. Comput. Mediat. Commun. 28 (1) (2022)
Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader
Employee Turnover Prediction From Email Communication Analysis. ICAISC (2) (2022)
Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei
Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. ICAISC (2) (2022)
Lars Lindemann, Jakub Nowak, Lukas Schönbächler, Meng Guo, Jana Tumova, Dimos V. Dimarogonas
Coupled Multi-Robot Systems Under Linear Temporal Logic and Signal Temporal Logic Tasks. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) (2020)
Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak
Accurate and fast URL phishing detector: A convolutional neural network approach. Comput. Networks 178 (2020)
Jakub Nowak, Kamila Milkowska, Magdalena Scherer, Arkadiusz Talun, Marcin Korytkowski
Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks. ICAISC (2) (2020)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Discovering Sequential Patterns by Neural Networks. IJCNN (2020)
Sylwester Klocek, Lukasz Maziarka, Maciej Wolczyk, Jacek Tabor, Marek Smieja, Jakub Nowak
Multi-task hypernetworks. CoRR (2019)
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer
Discovering Sequences in Systems Logs by Neural Networks. Aust. J. Intell. Inf. Process. Syst. 17 (2) (2019)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Convolutional Recurrent Neural Networks for Computer Network Analysis. ICANN (4) (2019)
Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen
Sequential Data Mining of Network Traffic in URL Logs. ICAISC (1) (2019)
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer
URL-based Phishing Attack Detection by Convolutional Neural Networks. Aust. J. Intell. Inf. Process. Syst. 15 (2) (2019)
Sylwester Klocek, Lukasz Maziarka, Maciej Wolczyk, Jacek Tabor, Jakub Nowak, Marek Smieja
Hypernetwork Functional Image Representation. ICANN (Workshop) (2019)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Classification of Computer Network Users with Convolutional Neural Networks. FedCSIS (2018)
Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha
Random Forests for Profiling Computer Network Users. ICAISC (2) (2018)
Jakub Nowak, Ahmet Taspinar, Rafal Scherer
LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. ICAISC (2) (2017)
Jakub Nowak
The Good, the Bad, and the Commons: A Critical Review of Popular Discourse on Piracy and Power During Anti-ACTA Protests. J. Comput. Mediat. Commun. 21 (2) (2016)