Spring 2018: Artificial Intelligence
ICT Studies (Teleinformatyka), 3rd semester of MSc studies
Teachers:
- Piotr Chołda, Dr. habil. (seminar),
- Krzysztof Pomorski, PhD (seminar + project),
- Lucjan Janowski, PhD (project).
Project:
- Obligatory meetings (arranging via e-mail):
- I: up to March, 31.
- II: up to March, 25.
- III: up to May,305.
- IV: up to June, 22 (related to the presentation).
- Public presentations: TBA.
Meetings (seminar): Wednesdays, lecture room 130/D-5
- Group A: 2.40AM-4.10PM
- Group B: 4.15-5.45PM
Template of the presentation slides in LaTeX.
Topics of presentations and discussions (conversatory classes):
-
- Introduction (1) led by Krzysztof Pomorski (2018-02-28): course rules and an overview of AI.
- Introduction (2) led by Krzysztof Pomorski (2018-03-07): classification of methods used in AI.
- Introduction (3) led by Krzysztof Pomorski (2018-03-14): mathematics behind AI.
- Seminar 1 (2018-03-21):
- Group A: Evolution strategies, presenters: Dominik Święch & Tomasz Żarski.
- Group B: Evolutionary programming, presenters: Marcin Soja & Rafał Szot.
- Seminar 2 (2018-03-28):
- Group A: Genetic programming, presenters: Krzysztof Kopeć & Bartosz Moś.
- Group B: Genetic algorithms, presenters: Jakub Bernady & Bartosz Irzyk.
- Seminar 3 (2018-04-11):
- Group A: Convolutional neural networks, presenters: Patryk Serek & Mateusz Zawada.
- Group B: Swarm intelligence, presenters: Justyna Biel & Justyna Handzlik.
- Seminar 4 (2018-04-18):
- Group A: Spiking neural networks, presenters: Michał Jurczak & Aleksy Zaleński.
- Group B: Pattern recognition, presenters: Elżbieta Kubik, Olga Stasiowska & Bartłomiej Pasek.
- Seminar 5 (2018-04-25):
- Group A: Logistic and linear regression, presenters: Przemysław Piątek & Maciej Kołodziejczyk.
- Group B: Cluster analysis, presenters: Kinga Juszczyk & Kamil Fabia.
- Seminar 6 (2018-05-09):
- Group A: Classification and decision trees, presenters: Anna Bednarz & Magdalena Gieleciak.
- Group B: Recurrent neural networks, presenters: Adrian Łukasik, Jarosław Rzeszutek & Kamil Kozioł.
- Seminar 7 (2018-05-16):
- Group A: Random forests, presenters: Pola Łącz & Łukasz Ogorzały.
- Group B: Generative adversarial networks, presenter: Joanna Kłosińska.
- Seminar 8 (2018-05-23):
- Group A: Bayesian networks, presenters: Anna Radoszek & Marcin Kozłowski.
- Group B: Transfer learning in convolution networks, presenters: Paweł Kazimierowicz & Kacper Żuk.
- Seminar 9 (2018-05-30):
- Group A: Gaussian mixture models, presenters: Bartosz Stopa & Krzysztof Piotrowski.
- Group B: Support vector machines, presenters: Kamil Kawa, Bartłomiej Czerwieniec & Patrick Sadlak.
- Seminar 10 (2018-06-06):
- Group A: Principal component analysis, presenters: Maciej Pabin & Piotr Wierzbicki .
- Group B: Fuzzy classification, presenters: Marietta Siuzdak & Mateusz Pajor.
- Seminar 11 (2018-06-13):
- Group B: Deep learning in network traffic control, presenter: Szymon Czubak.
- Seminar 12 (2018-06-20):
- Group B: Malware detection based on ML, presenters: Michał Jakubski & Szymon Gwioździk.
Calendar: