Contact:
Room: 513
Position:
Assistant Professor
Classes:
Podstawy sieci komputerowych lab
Języki skryptowe w aplikacjach internetowych lab
PhD Eng
Jakub Nowak
Office hours: Poniedziałek: 11:00 - 16:00
Papers (19)
2026 (4)
Nowak J., Korytkowski M., Scherer R., Zak B., Tymorek Z., Zbieg A., Predictive Monitoring of Workforce Dynamics via Neural Networks. (0)
Predictive Monitoring of Workforce Dynamics via Neural Networks
, Predictive Monitoring of Workforce Dynamics via Neural Networks, Lecture Notes in Computer Science, 15949 LNCS, 15949 LNCS, 364-373, 2026, Cites: 0
Nowak J., Krumholc T., Milewski J., Mackiewicz A., Stachowiak S., Korytkowski M., Scherer R., Custom Glial Network Architectures for the Classification of Large Text Corpora: A Case Study of Complaint Analysis in the Polish State Railways. (0)
Custom Glial Network Architectures for the Classification of Large Text Corpora: A Case Study of Complaint Analysis in the Polish State Railways
, Custom Glial Network Architectures for the Classification of Large Text Corpora: A Case Study of Complaint Analysis in the Polish State Railways, Lecture Notes in Computer Science, 15948 LNCS, 15948 LNCS, 170-181, 2026, Cites: 0
Janik M., Nowak J., Drozda P., Voloshynovskiy S., Neural Network-Based Verification of Document Authenticity via Paper Structure and Scan Analysis. (0)
Neural Network-Based Verification of Document Authenticity via Paper Structure and Scan Analysis
, Neural Network-Based Verification of Document Authenticity via Paper Structure and Scan Analysis, Lecture Notes in Computer Science, 15949 LNCS, 15949 LNCS, 73-81, 2026, Cites: 0
Nowak J., Jamro M., Nowak T., Scherer M., Hazra S., AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach. (0)
AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach
, AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach, Lecture Notes in Computer Science, 15950 LNCS, 15950 LNCS, 108-119, 2026, Cites: 02025 (3)
Nowak J., Korytkowski M., Voloshynovskiy S., Scherer R., Learning Text Document Representations by One-Class Glial Neural Networks. (0)
Learning Text Document Representations by One-Class Glial Neural Networks
, Learning Text Document Representations by One-Class Glial Neural Networks, Proceedings of the International Joint Conference on Neural Networks, 2025, Cites: 0
Cisowski P., Mackiewicz A., Mikolajczyk L., Nowak J., Drozda P., da Costa K.A.P., Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems. (0)
Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems
, Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems, Lecture Notes in Computer Science, 15166 LNAI, 15166 LNAI, 52-64, 2025, Cites: 0
Nowak J., Korytkowski M., Scherer M., Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach. (0)
Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach
, Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach, Procedia Computer Science, 270, 270, 3903-3912, 2025, Cites: 02023 (3)
Korytkowski M., Nowak J., Scherer R., Detecting Sensitive Data with GANs and Fully Convolutional Networks. (0)
Detecting Sensitive Data with GANs and Fully Convolutional Networks
, Detecting Sensitive Data with GANs and Fully Convolutional Networks, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 13995 LNAI, 13995 LNAI, 273-283, 2023, Cites: 0
Korytkowski M., Nowak J., Scherer R., Zbieg A., Zak B., Relikowska G., Mader P., Employee Turnover Prediction From Email Communication Analysis. (1)
Employee Turnover Prediction From Email Communication Analysis
, Employee Turnover Prediction From Email Communication Analysis, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 13589 LNAI, 13589 LNAI, 252-263, 2023, Cites: 1
Korytkowski M., Nowak J., Scherer R., Wei W., Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. (4)
Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks
, Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 13589 LNAI, 13589 LNAI, 277-285, 2023, Cites: 42020 (4)
Wei W., Ke Q., Nowak J., Korytkowski M., Scherer R., Wozniak M., Accurate and fast URL phishing detector: A convolutional neural network approach. (186)
Accurate and fast URL phishing detector: A convolutional neural network approach
, Accurate and fast URL phishing detector: A convolutional neural network approach, Computer Networks, 178, 178, 2020, Cites: 186
Nowak J., Korytkowski M., Scherer R., Discovering Sequential Patterns by Neural Networks. (4)
Discovering Sequential Patterns by Neural Networks
, Discovering Sequential Patterns by Neural Networks, Proceedings of the International Joint Conference on Neural Networks, 2020, Cites: 4
Nowak J., Holotyak T., Korytkowski M., Scherer R., Voloshynovskiy S., Fingerprinting of url logs: Continuous user authentication from behavioural patterns. (5)
Fingerprinting of url logs: Continuous user authentication from behavioural patterns
, Fingerprinting of url logs: Continuous user authentication from behavioural patterns, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 12140 LNCS, 12140 LNCS, 184-195, 2020, Cites: 5
Nowak J., Milkowska K., Scherer M., Talun A., Korytkowski M., Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks. (0)
Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks
, Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 12416 LNAI, 12416 LNAI, 380-387, 2020, Cites: 02019 (2)
Korytkowski M., Nowak J., Nowicki R., Milkowska K., Scherer M., Goetzen P., Sequential Data Mining of Network Traffic in URL Logs. (1)
Sequential Data Mining of Network Traffic in URL Logs
, Sequential Data Mining of Network Traffic in URL Logs, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 11508 LNAI, 11508 LNAI, 125-130, 2019, Cites: 1
Nowak J., Korytkowski M., Scherer R., Convolutional Recurrent Neural Networks for Computer Network Analysis. (2)
Convolutional Recurrent Neural Networks for Computer Network Analysis
, Convolutional Recurrent Neural Networks for Computer Network Analysis, Lecture Notes in Computer Science, 11730 LNCS, 11730 LNCS, 747-757, 2019, Cites: 22018 (2)
Nowak J., Korytkowski M., Scherer R., Classification of computer network users with convolutional neural networks. (3)
Classification of computer network users with convolutional neural networks
, Classification of computer network users with convolutional neural networks, Proceedings of the 2018 Federated Conference on Computer Science and Information Systems Fedcsis 2018, 501-504, 2018, Cites: 3
Nowak J., Korytkowski M., Nowicki R., Scherer R., Siwocha A., Random forests for profiling computer network users. (11)
Random forests for profiling computer network users
, Random forests for profiling computer network users, Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 10842 LNAI, 10842 LNAI, 734-739, 2018, Cites: 112017 (1)
Nowak J., Taspinar A., Scherer R., LSTM recurrent neural networks for short text and sentiment classification. (145)
