AAIA Program

Current EEST (UTC+3) date and time:  

09:00-10:30 EEST Sunday 04.09.2022 on-site. Session 1. Chairs: Eftim Zdravevski, Marcin Szczuka JOIN HERE
09:00-09:10 Introductory Word by the Chair
09:10-09:35 Grzegorz Rypeść, Łukasz Lepak and Paweł Wawrzyński, Reinforcement Learning for on-line Sequence Transformation
09:35-10:00 Sašo Pavlič, Iztok Fister Jr. and Sašo Karakatič, NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms
10:00-10:25 Stefanie Penzel, Mathias Rudolph, Helko Borsdorf and Olfa Kanoun, Prototypical investigation of the use of fuzzy measurement data in a case study in water analysis
14:15-16:00 EEST Sunday 04.09.2022 on-site. Session 2. Chairs: Eftim Zdravevski, Marcin Szczuka JOIN HERE
14:15-14:40 Jens Dörpinghaus, Tobias Hübenthal and Jennifer Faber, A novel link prediction approach on clinical knowledge graphs utilizing graph structures
14:40-15:05 Jakub Pokrywka and Filip Graliński, Temporal Language Modeling for Short Text Document Classification with Transformers
15:05-15:30 Miloš Švaňa, Extending Word2Vec with Domain-Specific Labels
15:30-15:55 Karol Kaczmarek, Jakub Pokrywka and Filip Graliński, Using Transformer models for gender attribution in Polish
09:00-11:00 EEST Tuesday 06.09.2022 online. Session 3. Chair: Łukasz Sosnowski JOIN HERE
09:00-09:20 Joanna Henzel, Łukasz Wawrowski, Anna Kubina, Marek Sikora and Łukasz Wróbel, Demand forecasting in the fashion business — an example of customized nearest neighbour and linear mixed model approaches
09:20-09:40 Kacper Podbucki and Tomasz Marciniak, Aspects of autonomous drive control using NVIDIA Jetson Nano microcomputer
09:40-10:00 Horea-Bogdan Mureșan, An Automated Algorithm for Fruit Image Dataset Building
10:00-10:20 Md Rifatul Islam Rifat, Md Nur Amin, Mahmud Hasan Munna and Abdullah Al Imran, An End-to-end Machine Learning System for Mitigating Checkout Abandonment in E-Commerce
10:20-10:40 Cezary Maszczyk, Michal Kozielski and Marek Sikora, Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations
10:40-18:00 Martin Víta, Detecting Uninformative Research Job Titles via Classifier Failures -- Zero Shot Approach
16:00-18:00 EEST Tuesday 06.09.2022 online. Session 4. Chair: Roberto Corizzo JOIN HERE
16:00-16:20 Ridewaan Hanslo, Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results
16:20-16:40 Piotr S. Maciąg, Wojciech Sitek, Łukasz Skonieczny and Henryk Rybiński, A Comparative Study of Short Text Classification with Spiking Neural Networks
16:40-17:00 Raúl Moreno, Alberto Fernandez-Isabel, Isaac Martín De Diego, Javier M. Moguerza, Carmen Lancho and Marina Cuesta Santa Teresa, Automatic detection of potential customers by opinion mining and intelligent agents
17:00-17:20 Witold Sosnowski, Anna Wróblewska and Piotr Gawrysiak, Applying SoftTriple Loss for Supervised Language Model Fine Tuning
17:20-17:40 Aleksandra Weiss, Marcin Młyński and Piotr Artiemjew, About Classifiers Quality Assessment: Balanced Accuracy Curve (BAC) as an alternative for ROC and PR Curve
17:40-18:00 Piotr Jezusek and Aleksandra Karpus, Improving Re-rankCCP with Rules Quality Measures
11:30-13:30 EEST Wednesday 07.09.2022 online. Session 5. Chair: Maciej Świechowski JOIN HERE
11:30-11:50 Hikaru Ikeda, Hiroyuki Nakagawa and Tatsuhiro Tsuchiya, Towards Automatic Facility Layout Design Using Reinforcement Learning
11:50-12:10 Guilherme Gusmão, Alberto Raposo, Renato de Oliveira and Carlos Barbosa, Treating Dataset Imbalance in Fetal Echocardiography Classification
12:10-12:30 Jan Jakubik, Searching For Loops And Sound Samples With Feature Learning
12:30-12:50 Radosław Cybulski and Piotr Artiemjew, Application of Random Sampling in the Concept-Dependent Granulation Method
12:50-13:10 Katarzyna Miś and Michał Baczyński, The Compositional Rule of Inference vs the Bandler-Kohout Subproduct: a Comparision of Two Standard Rules of Inference


Important dates

Technical sessions proposal submission: November 21, 2021
Paper submission (sharp / no extension): May 10, 2022
Position paper submission: June 7, 2022
Author notification: July 7, 2022
Registration and early payment will be open on: July 13, 2022
Final paper submission, registration: July 24, 2022
Discounted payment: July 26, 2022
Conference date: September 4-7, 2022

Strategic Partner

QED Software