Poster session Yellow - T1

Multiagent systems

  1. Multi-Agent Simulation of a Social Collective for Recommender Systems Tuning (A)
    Marcin Maleszka

Neuroinformatics

  1. Explaining the Shallow Network Trained to Classify EEG signals by LRP and Sensitivity Analysis (P)
    Martyna Poziomska, Urszula Malinowska, Alan Drozd, Jacek Rogala, Jarosław Żygierewicz
  2. Non-linear Features for EEG Based on Recurrence Analysis and Short-term Fourier Transform. (A)
    Włodzisław Duch, Łukasz Furman, Ludovico Minati

Problem solving and optimization

  1. Q-learning in Creating a Player Agent for a Maze Action Video Game (P)
    Dominik Szajerman
  2. Double genetic algorithm for Vehicle Routing Problem (P)
    Joanna Ochelska-Mierzejewska
  3. AI-Based Design of Decision Support Systems for Industrial Risk Management (P)
    Andrzej M.J. Skulimowski, Paweł Łydek
  4. Fusion of Expert Information in Content-Based Multimedia Retrieval with Group Decision Support (P)
    Andrzej M.J. Skulimowski

Knowledge engineering

  1. Internalizing Knowledge for Anticipatory Classifier Systems in Discretized Real-Valued Environments (A)
    Norbert Kozlowski, Olgierd Unold
  2. Ontology Design Pattern for Substitution in Food Recipes (A)
    Weronika T. Adrian, Anna Wróblewska, Bartosz Kulczyński, Anna Gramza-Michałowska, Agnieszka Lawrynowicz
  3. Selected Applications of Graph-based Knowledge Representation (P)
    Weronika T. Adrian, Krzysztof Kluza, Mateusz Zaremba, Paweł Jemioło, Marek Adrian, Antonia Pękala, Kinga Florek, Antoni Ligęza
  4. KnowledgePit Platform for Organizing Data Mining Competitions (A)
    Andrzej Janusz, Rafał Kowalski, Maciej Świechowski, Dominik Slezak

Natural language processing, automatic speech recognition, and conversational AI

  1. Algorithm Selection for Population-Based Optimization of Networked Structures (P)
    Adam Dziomdziora, Przemyslaw Ignaciuk
  2. Inteligent, Human-centric Browsing of Information Resources: and Implicit and Explicit Accounting for Context (A)
    Janusz Kacprzyk, Sławomir P. Zadrożny
  3. Personalized Hate Speech Detection through the Prism of Controversy and Conformity (A)
    Przemyslaw Kazienko, Kamil Kanclerz, Marcin Gruza, Jan Kocoń
  4. Machine Learning in Information Retrieval - Classification of Precision Medicine Documents (P)
    Jakub Dutkiewicz, Czesław Jędrzejek
  5. Styles with Benefits. The StyloMetrix Vectors for Stylistic and Semantic Text Classification of Small-Scale Datasets and Different Sample Length (P)
    Inez Okulska, Anna Zawadzka
  6. Weakly Supervised Method for Multiword Expressions Detection Based on Combining Non-Contextual and Contextual Embeddings (A)
    Maciej Piasecki, Kamil Kanclerz
  7. Word Sense Disambiguation Based on Contextually Constrained Distributional Knowledge Spreading (A)
    Arkadiusz Janz, Maciej Piasecki
  8. Normalization Methods in Morphological Analysis of Inflectional language (A)
    Wiktor Walentynowicz, Maciej Piasecki, Artur Kot, Mateusz Gniewkowski
  9. Multi-module Natural Language Search Engine for Travel Offers (A)
    Karol Gawron, Konrad Wojtasik, Bartłomiej Bojanowski, Arkadiusz Janz, Jan Kocoń, Tomasz Krupa, Agnieszka Kukałowicz, Piotr Miłkowski, Michał Pogoda, Norbert Ropiak, Michał Swędrowski, Wiktor Walentynowicz, Maciej Piasecki
  10. DiaBiz.Kom - Towards A Corpus of Polish Call Center Dialogs Annotated with Dialogue Acts (A)
    Marcin Oleksy, Jan A. Wieczorek, Dorota Drużyłowska, Julia Klyus

P - paper included in the conference proceedings, A - abstract