17th CONFERENCE ON COMPUTER SCIENCE AND INTELLIGENCE SYSTEMS
1st Workshop on Complex Networks: Theory and Application (CN-TA'22)
Sofia, Bulgaria, 4 - 7 September, 2022
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Sunday 4.09 (on-site) |
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9:00-10:30 |
CSS+ (CANA+WSC) - JOIN HERE |
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10:30-10:45 |
Coffee Break |
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10:45-11:15 |
Opening - JOIN HERE |
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11:15-12:10 |
Invited Speaker (Chris Cornelis: Hybridization of Fuzzy Sets and Rough Sets: Achievements and Opportunities) - JOIN HERE |
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12:20-13:15 |
Invited Speaker (Krassimir Atanassov: Remarks on index matrices) - JOIN HERE |
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13:15-14:15 |
Lunch |
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14:15-16:00 |
CSS+ (CANA+CS&P) - JOIN HERE |
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16:00-16:30 |
Coffee Break |
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16:30-18:30 |
AIMaVIG+ AI4NextGenDI - JOIN HERE |
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19:00- |
Reception |
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Time EEST |
Room 1 |
Room 2 |
Room 3 |
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Monday 5.09 (on-site) |
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9:00-11:00 |
RSTA (Invited Speaker Andrzej Skowron: Rough Sets Turn 40: From Information Systems to Intelligent Systems) - JOIN HERE |
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11:00-11:30 |
Coffee Break |
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11:30-12:30 |
Invited Speaker (Franco Zambonelli: Individual and collective self-development) - JOIN HERE |
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12:30-13:30 |
Lunch |
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13:30-15:30 |
AIST+DSH+ISM - JOIN HERE |
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15:30-16:00 |
Coffee Break |
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16:00-18:00 |
MDASD (Invited Speaker Bogusław Cyganek: Modern C++ in the era of new technologies and challenges - why and how to teach modern C++?) - JOIN HERE |
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20:00- |
Banquet |
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Tuesday 6.09 (online) |
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09:00-11:00 |
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11:00-11:30 |
Coffee Break |
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11:30-12:30 |
Invited Speaker (Thomas Blaschke: Coupling deep learning, knowledge-based and spatial concepts for the analysis and classification of Earth Observation images) - JOIN HEREhttps://zg-pti.webex.com/zg-pti/j.php?MTID=mef2a8e63bf477292379453b4546e9555 |
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12:30-13:30 |
Lunch |
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13:30-15:30 |
NSA+ (IoT-ECAW+NEMESIS) - JOIN HERE |
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15:30-16:00 |
Coffee Break |
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16:00-18:00 |
NSA+NEMESIS - JOIN HERE |
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Wednesday 7.09 (online) |
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09:00-11:00 |
CSS+ (CANA+CS&P) - JOIN HERE |
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11:00-11:30 |
Coffee Break |
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11:30-13:30 |
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AAIA Program
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09:00-10:30 EEST |
Sunday 04.09.2022 on-site. Session 1. Chairs: Eftim Zdravevski, Marcin Szczuka JOIN HERE |
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09:00-09:10 |
Introductory Word by the Chair |
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09:10-09:35 |
Grzegorz Rypeść, Łukasz Lepak and Paweł Wawrzyński, Reinforcement Learning for on-line Sequence Transformation |
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09:35-10:00 |
Sašo Pavlič, Iztok Fister Jr. and Sašo Karakatič, NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms |
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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 |
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14:15-16:00 EEST |
Sunday 04.09.2022 on-site. Session 2. Chairs: Eftim Zdravevski, Marcin Szczuka JOIN HERE |
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14:15-14:40 |
Jens Dörpinghaus, Tobias Hübenthal and Jennifer Faber, A novel link prediction approach on clinical knowledge graphs utilizing graph structures |
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14:40-15:05 |
Jakub Pokrywka and Filip Graliński, Temporal Language Modeling for Short Text Document Classification with Transformers |
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15:05-15:30 |
Miloš Švaňa, Extending Word2Vec with Domain-Specific Labels |
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15:30-15:55 |
Karol Kaczmarek, Jakub Pokrywka and Filip Graliński, Using Transformer models for gender attribution in Polish |
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09:00-11:00 EEST |
Tuesday 06.09.2022 online. Session 3. Chair: Łukasz Sosnowski JOIN HERE |
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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 |
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09:20-09:40 |
Kacper Podbucki and Tomasz Marciniak, Aspects of autonomous drive control using NVIDIA Jetson Nano microcomputer |
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09:40-10:00 |
Horea-Bogdan Mureșan, An Automated Algorithm for Fruit Image Dataset Building |
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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 |
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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 |
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10:40-18:00 |
Martin Víta, Detecting Uninformative Research Job Titles via Classifier Failures -- Zero Shot Approach |
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16:00-18:00 EEST |
Tuesday 06.09.2022 online. Session 4. Chair: Roberto Corizzo |
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16:00-16:20 |
Ridewaan Hanslo, Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results |
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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 |
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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 |
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17:00-17:20 |
Witold Sosnowski, Anna Wróblewska and Piotr Gawrysiak, Applying SoftTriple Loss for Supervised Language Model Fine Tuning |
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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 |
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17:40-18:00 |
Piotr Jezusek and Aleksandra Karpus, Improving Re-rankCCP with Rules Quality Measures |
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11:30-13:30 EEST |
Wednesday 07.09.2022 online. Session 5. Chair: Maciej Świechowski JOIN HERE |
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11:30-11:50 |
Hikaru Ikeda, Hiroyuki Nakagawa and Tatsuhiro Tsuchiya, Towards Automatic Facility Layout Design Using Reinforcement Learning |
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11:50-12:10 |
Guilherme Gusmão, Alberto Raposo, Renato de Oliveira and Carlos Barbosa, Treating Dataset Imbalance in Fetal Echocardiography Classification |
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12:10-12:30 |
Jan Jakubik, Searching For Loops And Sound Samples With Feature Learning |
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12:30-12:50 |
Radosław Cybulski and Piotr Artiemjew, Application of Random Sampling in the Concept-Dependent Granulation Method |
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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 |
CN-TA Program
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09:00-10:30 EEST |
Sunday 04.09.2022 on-site. Chair: Marek Bolanowski JOIN HERE |
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09:00-09:20 |
Jan Sadolewski and Bartosz Trybus, Denotational Model and Implementation of Scalable Virtual Machine in CPDev |
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09:20-09:40 |
Mariusz Skoczylas, Łukasz Gotówko, Mateusz Salach, Bartosz Trybus, Marcin Hubacz and Bartosz Pawłowicz, Room mapping system using RFID and mobile robots |
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09:40-10:00 |
David Halasz and Barbora Buhnova, Rethinking Safety in Autonomous Ecosystems |
CSS+ Program
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09:00-10:30 EEST |
Sunday 04.09.2022 on-site. Session 1. Chair: Katarzyna Wasielewska-Michniewska JOIN HERE |
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09:00-09:05 |
Introductory Word by the Chair |
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09:05-09:30 |
Morgan Geldenhuys, Ben Pfister, Dominik Scheinert, Lauritz Thamsen and Odej Kao, Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing |
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09:30-09:55 |
Lubomír Štěpánek, Filip Habarta, Ivana Mala and Luboš Marek, A short note on post-hoc testing using random forests algorithm: Principles, asymptotic time complexity analysis, and beyond |
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09:55-10:15 |
Kamil Jarosz, Łukasz Opioła, Łukasz Dutka, Renata G. Słota and Jacek Kitowski, Increasing data availability and fault tolerance for decentralized collaborative data-sharing systems |
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14:15-16:00 EEST |
Sunday 04.09.2022 on-site. Session 2. Chair: Katarzyna Wasielewska-Michniewska JOIN HERE |
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14:15-14:35 |
Tomas Plachetka, Channel-Less Process Communication |
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14:35-14:55 |
Marek Adrian and Gianluigi Greco, An observation on pure strategies in Security Games |
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14:55-15:15 |
Filip Krużel and Mateusz Nytko, Intel Iris Xe-LP as a platform for scientific computing |
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09:00-11:00 EEST |
Wednesday 07.09.2022 online. Session 3. Chair: Katarzyna Wasielewska-Michniewska JOIN HERE |
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09:00-09:25 |
Sergiy Fialko, Block Subspace Iteration Method for Structural Analysis on Multicore Computers |
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09:25-09:50 |
Beata Bylina, Jaroslaw Bylina and Monika Piekarz, Influence of loop transformations on performance and energy consumption of the multithreded WZ factorization |
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09:50-10:10 |
Wlodzimierz Bielecki, Marek Pałkowski and Maciej Poliwoda, Automatic code optimization for computing the McCaskill partition functions |
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10:10-10:30 |
Anna Sasak-Okoń, Flexible user query order for the speculative query support in RDBMS |
IoT-ECAW Program
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14:15-16:00 EEST |
Sunday 04.09.2022 on-site. Chair: Andrzej Paszkiewicz JOIN HERE |
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14:15-14:40 |
Krzysztof Kanciak, Konrad Wrona and Michał Jarosz, Secure Onboarding and Key Management in Federated IoT Environments |
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14:40-15:00 |
Janusz Furtak, Data Exchange Protocol for Cryptographic Key Distribution System Using MQTT Service |
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15:00-15:20 |
Sarah Klein, Anna Hristoskova, Annanda Rath and Renaud Gonce, Anomaly detection on compressed data in resource-constrained smart water meters |
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16:30-18:30 EEST |
Sunday 04.09.2022 on-site. Chair: Janusz Furtak JOIN HERE |
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16:30-16:50 |
Hubert Buczyński, Paweł Pisarczyk and Krzysztof Cabaj, Resource Partitioning in Phoenix-RTOS for Critical and Noncritical Software for UAV systems |
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16:50-17:10 |
Veselka Boeva, Emiliano Casalicchio, Shahrooz Abghari, Ahmed Abbas Mohsin Al-Saedi, Vishnu Manasa Devagiri, Andrej Petef, Peter Exner, Anders Isberg and Mirza Jasarevic, Distributed and Adaptive Edge-based AI Models for Sensor Networks (DAISeN) |
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17:10-17:30 |
Piotr Cybulski and Zbigniew Zieliński, A comprehensive framework for designing behavior of UAV swarms |
PeRS Program
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16:30-18:30 EEST |
Sunday 04.09.2022 on-site. Session 1. Chair: Adam Przybyłek JOIN HERE |
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16:30-16:35 |
Introductory Word by the Chair |
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16:35-16:55 |
Eyad Kannout, Michał Grodzki and Marek Grzegorowski, Utilizing Frequent Pattern Mining for Solving Cold-Start Problem in Recommender Systems |
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16:55-17:10 |
Amanda Chagas de Oliveira and Frederico Araujo Durao, Evaluating Diversification in Group Recommender Systems |
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17:10-17:25 |
Paulo Roberto de Souza, Frederico Araújo Durão and João Paulo Dias de Almeida, Exploiting Social Capital for Recommendation in Social Networks |
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17:25-17:40 |
Karol Chlasta, Paweł Sochaczewski, Izabela Grabowska and Agata Jastrzębowska-Tyczkowska, MyMigrationBot: A Cloud-based Facebook Social Chatbot for Migrant Populations |
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13:30-14:30 EEST |
Tuesday 06.09.2022 online. Session 2. Chair: Marek Grzegorowski JOIN HERE |
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13:30-13:50 |
Robert Kwieciński, Tomasz Górecki and Agata Filipowska, Learning edge importance in bipartite graph-based recommendations |
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13:50-14:10 |
Konstantin Markov, Personality Prediction from Social Media Posts using Text Embedding and Statistical Features |
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14:10-14:25 |
Lumbardha Hasimi and Aneta Poniszewska-Maranda, Navigation Systems in terms of User Experience and Multimodal Usability -- Evaluation of Effectiveness and Efficiency |
AIMaViG+AI4NextGenDI Program
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16:30-18:30 EEST |
Sunday 04.09.2022 on-site. Chair: Dominik Ślęzak JOIN HERE |
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16:30-16:50 |
Michał Kassjański, Marcin Kulawiak and Tomasz Przewoźny. Development of an AI-based audiogram classification method for patient referral |
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16:50-17:10 |
Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafał Frączek, Michał Karwatowski, Jakub Grzeszczyk, Daria Łukasik, Anna Śmiech, Paweł Russek, Ernest Jamro, Agnieszka Dąbrowska-Boruch, Marcin Pietroń, Sebastian Koryciak and Kazimierz Wiatr. Canine age classification using Deep Learning as a step towards preventive medicine in animals |
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17:10-17:30 |
Simon Hengeveld and Antonio Mucherino. On the Feasible Regions Delimiting Natural Human Postures in a Novel Skeletal Representation |
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17:30-17:50 |
Paweł Kowaleczko, Przemysław Rokita and Marcin Szczuka. Neural Network Enhanced Automatic Garment Measurement System |
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17:50-18:10 |
Povilas Treigys, Aleksas Vaitulevičius, Jolita Bernatavičienė, Jurgita Markevičiūtė, Ieva Naruševičiūtė and Mantas Trakymas. Detecting Cancerous Regions in DCE MRI using Functional Data, XGboost and Neural Networks |
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09:00-11:00 EEST |
Tuesday 06.09.2022 online. Chairs: Rafał Jóźwiak, Andrzej Śluzek JOIN HERE |
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09:00-09:20 |
Tomasz Nowak and Piotr Skrzypczyński. Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario |
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09:20-09:40 |
Włodzimierz Kasprzak, Van Khanh Do and Paweł Piwowarski. A lightweight approach to two-person interaction classification in sparse image sequences |
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09:40-10:00 |
Lewi Uberg and Seifedine Kadry. Analysis of Brain Tumor Using MRI Images |
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10:00-10:20 |
Andrzej Śluzek. Insights into Neural Architectures for Learning Numerical Concepts from Simple Visual Data |
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10:20-10:40 |
Tomasz Balon, Mateusz Knapik and Cyganek Bogusław. New Thermal Automotive Dataset for Object Detection |
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10:40-11:00 |
Tomasz Lehmann, Piotr Paziewski and Andrzej Pacut. Face and silhouette based age estimation for child detection system |
WCO Program
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09:00-11:00 EEST |
Monday 05.09.2022 on-site. Session 1. Chair: Stefka Fidanova JOIN HERE |
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09:00-09:20 |
Simon B. Hengeveld and Antonio Mucherino, A GPU approach to distance geometry in 1D: an implementation in C/CUDA |
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09:20-09:40 |
Venelin Todorov, Ivan Dimov, Stefka Fidanova, Rayna Georgieva, Tzvetan Ostromsky and Stoayn Poryazov, An Optimized Monte Carlo Approach for Multidimensional Integrals Related to Intelligent Systems |
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09:40-10:00 |
Camilo Chacón Sartori and Christian Blum, Boosting a Genetic Algorithm with Graph Neural Networks for Multi-Hop Influence Maximization in Social Networks |
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10:00-10:20 |
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop and Daniele Manerba, A chance-constraint approach for optimizing social engagement-based services |
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10:20-10:40 |
Venelin Todorov and Slavi Georgiev, A Stochastic Optimization Method for European Option Pricing |
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10:40-11:00 |
Eliseo Marzal and Laura Sebastian, Team Orienteering Problem with Time Windows and Variable Profit |
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13:30-15:30 EEST |
Monday 05.09.2022 on-site. Session 2. Chair: Antonio Mucherino JOIN HERE |
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13:30-13:50 |
Stefka Fidanova , Ivan Dimov and Denica Angelova, Agricultural System Modelling with Ant Colony Optimization |
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13:50-14:10 |
Lubomír Štěpánek, Filip Habarta, Ivana Malá and Luboš Marek, Dirichlet's principle revisited: An inverse Dirichlet's principle definition and its bound estimation improvement using stochastic combinatorics |
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14:10-14:30 |
Venelin Todorov and Slavi Georgiev, An Optimization Technique for Estimating Sobol Sensitivity Indices |
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14:30-14:50 |
Petar Zhivkov and Alexander Simidchiev, Development of Software Tool for Optimization and Evaluation of Cycling Routes by Characterizing Cyclist Exposure to Air Pollution |
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14:50-15:10 |
Tzvetan Ostromsky, Performance and Scalability Experiments with a Large-scale Air Pollution Model on the EuroHPC Petascale Supercomputer DISCOVERER |
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15:10-15:30 |
Jens Dörpinghaus, Analyzing longitudinal Data in Knowledge Graphs utilizing shrinking pseudo-triangles |
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09:00-11:00 EEST |
Wednesday 07.09.2022 online. Session 3. Chair: Stefka Fidanova JOIN HERE |
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09:00-09:20 |
Tomoya Miyazaki and Kouichi Hirata, Subcaterpillar Isomorphism: Subtree Isomorphism Restricted Pattern Trees To Caterpillars |
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09:20-09:40 |
Antonio Cassia, Ola Jabali, Federico Malucelli and Marta Pascoal, The electric vehicle shortest path problem with time windows and prize collection |
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09:40-10:00 |
Felipe Marchi and Rafael Stubs Parpinelli, A Multi-objective Cluster-based Biased Random-Key Genetic Algorithm with Online Parameter Control Applied to Protein Structure Prediction |
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10:00-10:20 |
Neta Stein and Tami Tamir, Stackelberg Strategies for Weighted Load Balancing Games |
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10:20-10:40 |
Adam Borowicz, Independent Component Analysis Based on Jacobi Iterative Framework and L1-norm Criterion |
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10:40-11:00 |
Velichka Traneva, Deyan Mavrov and Stoyan Tranev, Software Implementation of the Optimal Temporal Intuitionistic Fuzzy Algorithm for Franchisee Selection |
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11:30-13:30 EEST |
Wednesday 07.09.2022 online. Session 4. Chair: Antonio Mucherino JOIN HERE |
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11:30-11:50 |
Radosław Puka, Bartosz Łamasz and Iwona Skalna, Improving N-NEH+ algorithm by using Starting Point method |
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11:50-12:10 |
Velichka Traneva, Deyan Mavrov and Stoyan Tranev, Software Implementation of the Optimal Temporal Intuitionistic Fuzzy Algorithm for Franchisee Selection |
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12:10-12:30 |
Michał Antkiewicz, Pawel Myszkowski and Maciej Laszczyk, GaMeDE2 — improved Gap–based Memetic Differential Evolution applied to multi–modal optimisation |
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12:30-12:50 |
Alain Quilliot, Surrogate Estimators for Complex Bi-Level Energy Management |
RSTA Program
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09:00-11:00 EEST |
Monday 05.09.2022 on-site. Chairs: Piotr Artiemjew, Zaineb Chelly Dagdia, A Mani, Dominik Ślęzak JOIN HERE |
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09:00-09:10 |
Dominik Ślęzak, 40th Anniversary of Rough Sets: Introduction |
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09:10-10:00 |
Andrzej Skowron, Keynote (online) - Rough Sets Turn 40: From Information Systems to Intelligent Systems |
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10:00-10:20 |
Adnan Theerens, Chris Cornelis, Fuzzy Quantifier-Based Fuzzy Rough Sets |
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10:20-10:40 |
Ryszard Janicki, Mahmoud Mahmoud, On Multiplicative, Additive and Qualitative Pairwise Comparisons |
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10:40-11:00 |
Dominik Ślęzak, 40th Anniversary of Rough Sets: Overview of the Associated Events |
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13:30-15:30 EEST |
Tuesday 06.09.2022 online. Chairs: Piotr Artiemjew, Zaineb Chelly Dagdia, A Mani, Dominik Ślęzak JOIN HERE |
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13:30-13:50 |
Bich Khue Vo, Hung Son Nguyen, Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets |
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13:50-14:10 |
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said, Malware Evolution and Detection Based on the Variable Precision Rough Set Model |
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14:10-14:30 |
Andrea Campagner, Davide Ciucci, Three-way Learnability: A Learning Theoretic Perspective on Three-way Decision |
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14:30-14:50 |
Alicja Mieszkowicz-Rolka, Leszek Rolka, Multi-Criteria Decision-Making with Linguistic Labels |
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14:50-15:10 |
Carolin Hannusch, Tamás Mihálydeák, Algebraic structures gained from rough approximation in incomplete information systems |
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15:10-15:30 |
Zaineb Chelly Dagdia, Vania Bogorny, Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities |
DS-RAIT Program
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09:30-11:00 EEST |
Monday 05.09.2022 on-site. Chair: Maria Ganzha, Marcin Paprzycki JOIN HERE |
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09:30-10:00 |
Tomasz Ziętkiewicz, Tag and correct: high precision post-editing approach to speech recognition errors correction |
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10:00-10:30 |
Olga Kamińska and Katarzyna Kaczmarek-Majer, Impact of clustering unlabeled data on classification: case study in bipolar disorder |
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10:30-11:00 |
Dzhakhongir Normatov and Paolo Mercorelli, Parameters Estimation of a Lotka-Volterra Model in an Application for Market Graphics Processing Units |
S3E Program
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13:30-15:30 EEST |
Monday 05.09.2022 on-site. Chair: Ivan Luković JOIN HERE |
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13:30-13:40 |
Introductory Word by the Chair |
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13:40-14:10 |
Anton Hristozov, Eric Matson, Eric Dietz and Marcus Rogers, Sensor Data Protection in Cyber-Physical Systems |
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14:10-14:40 |
Anton Hristozov, Eric Matson, Eric Dietz and Marcus Rogers, Component Interface Formalization in Robotic Systems |
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14:40-15:10 |
Noah Lambaria and Tomas Cerny, A Data Analysis Study of Code Smells within Java Repositories |
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15:10-15:30 |
Bogusław Cyganek , Small Footprint Embedded Systems Paradigm Based on a Novel and Scalable Implementation of FORTH |
AIST+DSH+ISM Program
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13:30-15:30 EEST |
Monday 05.09.2022 on-site. Session 1. Chair: Dorota Jelonek JOIN HERE |
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13:30-13:40 |
Opening of AIST/DSH/ISM, Dorota Jelonek |
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13:40-14:10 |
Optimization of Processes for Shared Cars: Janis Bicevskis (University of Latvia), Ivo Odītis, Zane Bicevska, & Viesturs Spulis (DIVI Grupa Ltd, Latvia) |
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14:10-14:40 |
The Use of Information Communication Technology and Distributed Ledger Technology in Combatting Public Procurement Corruption: A South African Perspective: Johnny Prince, Jean-Paul Van Belle (University of Cape Town, South Africa), & Marita Turpin (University of Pretoria, South Africa) |
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114:40-15:10 |
The Mood of the Silver Economy: A Data Science Analysis of the Mood States of Older Adults and the Implications on their Wellbeing: Marco Palomino, Rohan Allen, Farida Aider, Francesca Tirotto, Ioanna Giorgi (University of Plymouth, United Kingdom), Hazel Alexander (Plymouth Community Homes, United Kingdom), & Giovanni Masala (University of Kent, United Kingdom) |
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15:10-15:30 |
Closing of AIST/DSH/ISM |
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09:00-11:00 EEST |
Tuesday 06.09.2022 online. Session 2. Chair: Jarosław Wątróbski & Oskar Szumski JOIN HERE |
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09:00-09:10 |
Opening of AIST/ISM, Witold Chmielarz, Ewa Ziemba, & Jarosław Wątróbski |
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09:10-09:30 |
Identifying Reliable Sources of Information about Companies in Multilingual Wikipedia: Włodzimierz Lewoniewski, Krzysztof Węcel, & Witold Abramowicz (Poznań University of Economics and Business, Poland) |
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09:30-09:50 |
Process-oriented Documentation of User Requirements for Aanalytical Applications - Challenges, State of the Art and Evaluation of a Service-based Configuration Approach: Christian Hrach, Rainer Alt (Leipzig University, Germany), & Stefan Sackmann (Martin Luther University Halle-Wittenberg, Germany) |
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09:50-10:10 |
Modelling an IT solution to Anonymise Selected Data Processed in Digital Documents: Barbara Probierz, Tomasz Jach, Jan Kozak, Radosław Pacud (University of Economics in Katowice, Poland), & Tomasz Turek (Częstochowa University of |
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10:10-10:30 |
Towards the Temporal Multi-Criteria Assessment of Sustainable RES Exploitation in European Countries: Aleksandra Bączkiewicz (University of Szczecin, Poland) |
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10:30-10:45 |
A Look at Intersection of the Society Evolution and Information Systems: Dmitriy Gakh (Institute of Control Systems of ANAS, Azerbaijan) |
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10:45-11:00 |
High-tech Offers on Ecommerce Platform During War on Ukraines: Dariusz Grabara (University of Economics in Katowice, Poland) |
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13:30-15:30 EEST |
Tuesday 06.09.2022 online. Session 3. Chair: Alberto Cano JOIN HERE |
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13:30-13:50 |
Towards Sustainable Transport Assessment Considering Alternative Fuels Based on MCDA Methods: Jarosław Wątróbski & Aleksandra Bączkiewcz (University of Szczecin, Poland) |
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13:50-14:10 |
Towards the Identification of MARCOS Models Based on Intuitionistic Fuzzy Score Functions: Bartłomiej Kizielewicz, Bartosz Paradowski, Jakub Więckowski (West Pomeranian University of Technology in Szczecin, Poland), & Wojciech Sałabun (National Institute of Telecommunications, Poland) |
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14:10-14:30 |
A Novel Iterative Approach to Determining Compromise Rankings: Bartłomiej Kizielewicz, Andrii Shekhovtsov (West Pomeranian University of Technology in Szczecin, Poland), & Wojciech Sałabun (National Institute of Telecommunications, Poland) |
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14:30-14:50 |
Blockchain-Based Self-Sovereign Identity Approach for Inter-Organizational Business Processes: Amal Abid, Saoussen Cheikhrouhou (ReDCAD Lab – ENIS, Tunisia), Slim Kallel (University of Sfax, Tunisia), & Mohamed Jmaiel (ReDCAD Laboratory, Tunisia) |
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14:50-15:10 |
Web Intrusion Detection Using Character Level Machine Learning Approaches with Upsampled Data: Talya TÜmer Sİvrİ, Nergis Pervan Akman, Ali Berkol, & Can Peker (BITES, Turkey) |
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16:00-18:00 EEST |
Tuesday 06.09.2022 online. Session 4. Chair: Ewa Ziemba JOIN HERE |
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16:00-16:25 |
Performance Management of IT Professionals: A Humanistic Model: Marcus Vinicius Alencar Terra, & Rodolfo Miranda de Barros (Universidade Estadual de Londrina, Brazil) |
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16:25-16:50 |
Students’ Online Behaviour in the Time of the COVID-19 Pandemic: Insights from Poland and Ukraine: Dariusz Dymek, Svitlana Didkivska, Mariusz Grabowski, Grażyna Paliwoda-Pękosz (Cracow University of Economics, Poland), & Tetiana Anatoliivna Vakaliuk (Zhytomyr Polytechnic State University, Ukraine) |
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16:50-17:10 |
Required Quality of Service Attributes in the Context of Various Web Services Types: Maksymilian Iwanow, Helena Dudycz, & Krzysztof Michalak (Wroclaw University of Economics and Business, Poland) |
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17:10-17:30 |
Digital Business Transformation Methodologies: A Quasi-systematic Review of Literature: Adriano Lima, Methanias Júnior, Rogério Nascimento, & Francisco Neto (Universidade Federal de Sergipe, Brazil) |
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17:30-17:50 |
Critical Success Factors for Adopting Electronic Document Management Systems in Government Units: Ewa Ziemba, Tomasz Papaj (University of Economics in Katowice, Poland), & Danuta Descours (Marshal’s Office of the Silesian Voivodeship, Poland) |
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17:50-18:00 |
Closing and awarding AIST/ISM, Ewa Ziemba & Jarosław Wątróbski |
DMC Program
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16:00-18:00 EEST |
Monday 05.09.2022 on-site. Chairs: Andrzej Janusz, Michał Okulewicz, Dominik Ślęzak JOIN HERE |
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16:00-16:20 |
Michał Okulewicz, Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results |
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16:20-16:40 |
Andrzej Janusz, Dominik Ślęzak, KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Mining Competitions |
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16:40-17:00 |
Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu - Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts |
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17:00-17:20 |
Podlodowski Łukasz, Predicting the Costs of Forwarding Contracts Using XGBoost and a Deep Neural Network |
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17:20-17:40 |
Eftim Zdravevski, Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts |
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17:40-18:00 |
Sławomir Pioroński, Tomasz Górecki, Using gradient boosting trees to predict the costs of forwarding contracts |
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09:00-11:00 EEST |
Wednesday 07.09.2022 online. Chairs: Andrzej Janusz, Michał Okulewicz, Dominik Ślęzak, Marcin Szczuka JOIN HERE |
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09:00-09:20 |
Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu - An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting |
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09:20-09:40 |
Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu - Key Factors to Consider when Predicting the Costs of Forwarding Contracts |
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09:40-10:00 |
Aleksandra Lewandowska - XGBoost meets TabNet in Predicting the Costs of Forwarding Contracts |
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10:00-10:20 |
Eyad Kannout, Michał Grodzki, Marek Grzegorowski - Considering various aspects of models’ quality in the ML pipeline - application in the logistics sector |
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10:20-10:40 |
Stanisław Kaźmierczak - Prediction of the Costs of Forwarding Contracts with Machine Learning Methods |
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10:40-11:00 |
Marcin Szczuka, Andrzej Janusz, Andrzej Bukała, Bogusław Cyganek, Jakub Grabek, Łukasz Przebinda, Dominik Ślęzak, Tomasz Tajmajer, Andżelika Zalewska - What’s next at KnowledgePit: Privacy-preserving Matching of Encrypted Images (IEEE BigData 2022 Cup) |
MDASD Program
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16:00-18:00 EEST |
Monday 05.09.2022 on-site. Chair: Ivan Luković JOIN HERE |
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16:00-16:10 |
Introductory Word by the Chair |
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16:10-17:00 |
KEYNOTE: Bogusław Cyganek, Modern C++ in the era of new technologies and challenges - why and how to teach modern C++? |
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17:00-17:20 |
Szymon Katra, Wiktor Daszczuk and Danny Czejdo, An Experimentation Framework for Specification and Verification of Web Services |
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17:20-17:40 |
Henrik Gustavsson, Jan Carlson and Eduard Enoiu, Model-Based System Engineering Adoption in the Vehicular Systems Domain |
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17:40-18:00 |
Leo van Schooten, Marco Alonso, Ronald Wiericx and Mathijs Schuts, From MSL to Dezyne: an Industrial Application Of QVTo |
KAM Program
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16:00-18:00 EEST |
Monday 05.09.2022 on-site. Chairs: Maciej Pondel, Mieczysław Owoc JOIN HERE |
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16:00-16:10 |
Conference Opening |
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16:10-16:30 |
Dorota Walentek and Dorota Jelonek, Top-down and bottom-up collaboration as a factor in the technological development of smart city. The example of Taipei |
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16:30-16:50 |
Anna Nowacka and Dorota Jelonek, The impact of the multi-variant remote work model on knowledge management in enterprises. Applied tools. |
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16:50-17:10 |
Adamu Hussaini, Zahia Guessoum and Eunika Mercier Laurent, Elaboration of Financial Fraud Ontology |
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16:00-18:00 EEST |
Tuesday 06.09.2022 online. Chairs: Maciej Pondel, Mieczysław Owoc JOIN HERE |
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16:00-16:20 |
Shuvam Chatterjee and Pawel Bryla - The impact of fragrance on store brand loyalty |
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16:20-16:40 |
Edward Szczerbicki, Cesar Sanin and Karina Sterling-Zuluaga - Representing and Managing Experiential Knowledge with Decisional DNA and its Extensions |
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16:40-17:00 |
Maciej Suder and Tadeusz Gospodarek - SAP Fiori as a Cause of Innovation and Sociotechnical System Arising |
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17:00-17:20 |
Iwona Chomiak-Orsa, Piotr Domagała, Andrzej Greńczuk, Wojciech Grzelak, Artur Kotwica and Kazimierz Perechuda-Open Data for simulation to determine the efficient management of parking spaces in Smart City |
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09:00-11:00 EEST |
Wednesday 07.09.2022 online. Chairs: Maciej Pondel, Mieczysław Owoc JOIN HERE |
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09:00-09:20 |
Agata Kozina, Zdzisław Kes, Marcin Hernes, Paweł Golec, Krzysztof Nowosielski, Olena Sidor and Korlan Zhanat - Generative Adversarial Networks for students' structure prediction. Preliminary research |
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09:20-09:40 |
Katarzyna Hołowińska, Małgorzata Sobińska, Beata Butryn and Laura Martini - Digitalization impact on higher education – potential and risks |
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09:40-10:00 |
Natalia Nitarska, Piotr Wiśniewski, Krzysztof Kluza, Mateusz Zaremba and Antoni Ligeza - Case Study of Designing Interface of the AGH Students Information Bulletin Work Support System |
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10:00-10:20 |
Raghav Sharma, Deependra Singh and Raksha Sharma - Named Entity Recognition System for the Biomedical Domain |
CS&P Program
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09:00-11:00 EEST |
Tuesday 06.09.2022 online. Chair: Nguyen, Hung Son JOIN HERE |
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09:00-09:25 |
Billy Naumann, Christine Jakobs and Matthias Werner, Formal analysis of timeliness in the RaSTA protocol |
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09:25-09:50 |
Łukasz Puławski, Improvement of design anti-pattern detection with spatio-temporal rules in the software development process |
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09:50-10:10 |
Pawel Batko and Marcin Kuta, Type System of Anemone Functional Language |
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10:10-10:30 |
Marcin Zimniak, Marta Burzańska, Piotr Wiśniewski and Bogdan Franczyk, Heuristic algorithm for periodic patterns discovery in a database workload reconstruction |
NSA+ Program
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09:00-11:00 EEST |
Tuesday 06.09.2022 online. Chair: Marek Bolanowski JOIN HERE |
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09:00-09:25 |
Arman Ferdowsi, An Integer Programming Approach Reinforced by a Message-passing Procedure for Detecting Dense Attributed Subgraphs |
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09:25-09:45 |
Jaroslaw Michalak, Location Accuracy of a Ground Station based on RSS in the Rice Channel |
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09:45-10:05 |
Mina Khoshrangbaf, Vahid Khalilpour Akram and Moharram Challenger, Ant Colony based Coverage Optimization in Wireless Sensor Networks |
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10:05-10:25 |
Paweł Dymora, Mirosław Mazurek and Kamil Łyczko, The effectiveness analysis of selected IT tools for predictions of the COVID-19 pandemic |
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10:25-10:45 |
Fabiola Pereira, Evaluation without Ground Truth: a Comparative Study on Preference Mining Techniques in Twitter Social Network |
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13:30-15:30 EEST |
Tuesday 06.09.2022 online. Chair: Andrzej Białas JOIN HERE |
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13:30-13:55 |
Ghada Moualla, Sebastien Bolle, Marc Douet and Eric Rutten, Self-adaptive Device Management for the IoT Using Constraint Solving |
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13:55-14:20 |
Michał Jarosz, Konrad Wrona and Zbigniew Zieliński, Formal verification of security properties of the Lightweight Authentication and Key Exchange Protocol for Federated IoT devices |
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14:20-14:40 |
Stefan Bosse, Wireless Agent-based Distributed Sensor Tuple Spaces using Bluetooth and IP Broadcasting |
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14:40-15:00 |
Vasyl Ustimenko and Michal Klisowski, On D(n; q) quotients of large girth and hidden homomorphism based cryptographic protocols |
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15:00-15:20 |
Sota Kato, Chalee Vorakulpipat and Soontorn Sirapaisan, A Comparative Study of User Identification for COVID-19 Vaccination Online Registration |
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16:00-18:00 EEST |
Tuesday 06.09.2022 online. Chair: Andrzej Białas JOIN HERE |
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16:00-16:25 |
Mariusz Sepczuk, Zbigniew Kotulski, Wojciech Niewolski and Tomasz Nowak, Low-complexity access control scheme for MEC-based services |
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16:25-16:50 |
Sławomir Matelski, Universal Key to Authentication Authority with Human-Computable OTP Generator |
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16:50-17:15 |
Christine Jakobs, Matthias Werner, Karsten Schmidt and Gerhard Hansch, Heuristic Risk Treatment for ISO/SAE 21434 Development Projects |
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17:15-17:35 |
Frank Moses and Kurt Sandkuhl, Information security management in German local government |
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17:35-17:55 |
Thiago Sandes, Admilson Lima and Edward Moreno, Performance Analysis and Application of Mobile Blockchain in Mobile Edge Computing Architecture |
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17:55-18:15 |
Jens Dörpinghaus, Vera Weil, Carsten Düing and Martin W, Sommer. Centrality Measures in multi-layer Knowledge Graphs |
S3E+MDASD Program
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13:30-15:30 EEST |
Tuesday 06.09.2022 online. Chair: Ivan Luković JOIN HERE |
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13:30-14:00 |
Łukasz Korzeniowski and Krzysztof Goczyła, Discovering interactions between applications with log analysis |
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14:00-14:30 |
Kamil Rybiński and Michal Smialek Beyond, Low-Code Development: Marrying Requirements Models and Knowledge Representations |
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14:30-14:50 |
Istvan David, Eugene Syriani and Constantin Masson, Extensible Conflict-Free Replicated Datatypes for Real-time Collaborative Software Engineering |
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14:50-15:10 |
Mert Ozkaya, Mehmet Alp Kose, Arda Burak Mamur and Turker Koc, ModelWeb: A Toolset for the Model-based Testing of Web Applications |
SEW&IWCPS Program
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16:00-18:00 EEST |
Tuesday 06.09.2022 online. Chair: Mike Hinchey JOIN HERE |
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16:00-16:05 |
Introductory Word by the Chair |
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16:05-16:30 |
Necmettin Ozkan, Sevval Bal, Tugba Gurgen Erdogan and Mehmet Sahin Gök: Scrum, Kanban or a Mix of Both? A Systematic Literature Review (#143) |
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16:30-16:55 |
Sanidhya Vijayvargiya, Lov Kumar, Lalita Bhanu Murthy and Sanjay Misra: Software Requirements Classification using Deep-learning Approach with Various Hidden Layers (#140) |
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16:55-17:20 |
Venkata Krishna Chandra Mula, Lov Kumar, Lalita Bhanu Murthy and Prof. Aneesh Krishna: Software Sentiment Analysis using Deep-learning Approach with Word-Embedding Techniques (#138) |
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17:20-17:40 |
Adela Bierska, Barbora Buhnova and Hind Bangui: An Integrated Checklist for Architecture Design of Critical Software Systems (#287) |
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17:40-18:00 |
Onur Berker Alhas, Melike Oruc, Goksun Beren Usta, Hussein Marah, Baris Tekin Tezel and Moharram Challenger: Towards developing a Cyber-physical Warehouse System for Automated Order-Picking for Online Shopping (#208) |
DSH Program
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09:00-11:00 EEST |
Wednesday 07.09.2022 online. JOIN HERE |
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09:00-09:25 |
Łukasz Sosnowski, Joanna Żuławińska, Soma Dutta, Iwona Szymusik, Aleksandra Zyguła and Elżbieta Bambul-Mazurek, Artificial Intelligence in Personalized Healthcare Analysis for Womens’ Menstrual Health Disorders |
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09:25-09:50 |
Oussama Hamel and Messaouda Fareh, Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data |
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09:50-10:10 |
Oleksandr Sokolov, Aleksandra Mrela, Maryla Bieniek-Majka, Veslava Osinska and Wlodzislaw Duch, Model of Trust Dissemination of Products Based on Fuzzy Aggregation Norms |
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10:10-10:30 |
Minoru Nakayama, Wioletta Nowak and Anna Zarowska, Detecting Symptoms of Dementia in Elderly Persons using Features of Pupil Light Reflex |
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10:30-10:45 |
Alexandre Heidein and Rafael Stubs Parpinelli, Financial News Effect Analysis on Stock Price Prediction Using a Stacked LSTM Model |
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10:45-11:00 |
Mauro Nascimben and Lia Rimondini, Visually enhanced python functions for clinical equality of measurement assessment |
MMAP Program
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11:30-13:30 EEST |
Wednesday 07.09.2022 online JOIN HERE |
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11:30-11:55 |
Andrzej Lamecki, Krzysztof Kaczmarski and Joanna Porter-Sobieraj, Hierarchical data structures in rendering scenes containing a massive number of light sources |
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11:55-12:15 |
Konrad Koniarski and Andrzej Myśliński, A Modified ICP Algorithm Based on FAST and Optical Flow for 3D Registration |
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12:15-12:35 |
Marek Parfieniuk, Encrypting JPEG-compressed images by substituting Huffman code words |
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12:35-12:55 |
Julia Falkowska and Janusz Sobecki, Replication of first-click eye tracking A/B test of webpage interactive elements |
Conference agenda (1.62 MB, pdf)
