Program for Wednesday, July 5th: Talk View

PROGRAM FOR WEDNESDAY, JULY 5TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

09:00-09:50

Towards In-silico Design of Fusion Power-plant Systems

Helen Brooks

10:20-10:40

Variable Discovery with Large Language Models for Metamorphic Testing of Scientific Software

Christos Tsigkanos, Pooja Rani, Sebastian Müller, Timo Kehrer

10:40-11:00

CLARIN-Emo: Training Emotion Recognition Models using Human Annotation and ChatGPT

Bartłomiej Koptyra, Anh Ngo, Łukasz Radliński, Jan Kocoń

11:00-11:20

Constituency Parsing with Spines and Attachments

Katarzyna Krasnowska-Kieraś, Marcin Woliński

11:20-11:40

Inference of over-constrained NFA of size k+1 to efficiently and systematically derive NFA of size k for grammar

Tomasz Jastrząb, Frederic Lardeux, Eric Monfroy

11:40-12:00

Differential Dataset Cartography: Explainable Artificial Intelligence in Comparative Personalized Sentiment

Jan Kocoń, Joanna Baran, Kamil Kanclerz, Michał Kajstura, Przemysław Kazienko

10:20-10:40

Mingda Qian, Feifei Dai, Xiaoyan Gu, Haihui Fan, Dong Liu, Bo Li

10:40-11:00

B2-FedGAN: Balanced Bi-directional FefAvg based GAN

Ali Anaissi, Basem Suleiman

11:00-11:20

FAIR-FATE: Fair Federated Learning with Momentum

Teresa Salazar, Miguel Fernandes, Helder Araújo, Pedro Henriques Abreu

11:20-11:40

Data Heterogeneity Differential Privacy: From Theory to Algorithm

Yilin Kang, Jian Li, Yong Liu, Weiping Wang

11:40-12:00

Learning shape-preserving autoencoder for the reconstruction of functional data from noisy

Adam Krzyżak, Wojciech Rafajłowicz, Ewaryst Rafajłowicz

12:00-12:20

Timeseries Anomaly Detection Using SAX and Matrix Profiles Based Longest Common Subsequence

T.P.Q. Nguyen, T.N. Tran, T.T. Nguyen, T.N.H.G. Hoang

10:20-10:40

The idea of a student research project as a method of preparing a student for professional and scientific

Krzysztof Nowicki, Mariusz Kaczmarek, Pawel Czarnul

10:40-11:00

Empirical studies of students behaviour using Scottie-Go block tools to develop problem-solving

P. Gepner, M. Wybraniak-Kujawa, J. Krawiec, A. Kamiński, K. Halbiniak

11:00-11:20

Symbolic calculation behind floating-point arithmetic: didactic examples and experiment using CAS

Włodzimierz Wojas, Jan Krupa

11:20-11:40

Code Semantics Learning with Deep Neural Networks: an AI-based Approach for Programming Education

M.M. Rahman, Y. Watanobe, P. Szmeja, P. Sowiński, M. Paprzycki, M. Ganzha

10:20-10:40

Constrained aerodynamic shape optimization using neural networks and sequential sampling

P. Koratikere, L. Leifsson, S. Koziel, A. Pietrenko-Dabrowska

10:40-11:00

Outlier detection under False Omission Rate control

Jan Mielniczuk, Adam Wawrzenczyk

11:00-11:20

Symbolic-Numeric Computation in Modeling the Dynamics of the Many-Body System TRAPPIST

A. Chichurin, A. Prokopenya, M. Minglibayev, A. Kosherbayeva

11:20-11:40

Simulation-Based Optimisation Model as an Element of a Digital Twin Concept for Supply Chain Inventory

Bożena Mielczarek, Maja Gora, Anna Dobrowolska

11:40-12:00

Real-time reconstruction of complex flow in nanoporous media: linear vs non-linear decoding

E. Akeweje, A. Olhin, V. Avilkin, A. Vishnyakov, M. Panov

12:00-12:20

SPMD-based Neural Network Simulation with Golang

Daniela Kalwarowskyj, Erich Schikuta

10:20-10:40

An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential

Mattia Silvestri, Federico Baldo, Eleonora Misino, Michele Lombardi

10:40-11:00

Non-local Neural closure models of partial differential equations

Said Ouala, Bertrand Chapron, Fabrice Collard, Ronan Fablet

11:00-11:20

Battery voltage response prediction with physics-informed machine learning

Shuai Guo, Sandro Schönborn, Matthias Baur, Lorenzo Tiberi

11:20-11:40

Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos

Elise Özalp, Georgios Margazoglou, Luca Magri

11:40-12:00

Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem

T.N.K. Nguyen, T. Dairay, R. Meunier, C. Millet, M. Mougeot

10:20-10:40

Champion Recommendation in League of Legends Using Machine Learning

Kinga Błaszczyk, Dominik Szajerman

10:40-11:00

A Method of Social Context Enhanced User Preferences for Conversational Recommender Systems

Zhanchao Gao, Lingwei Wei, Wei Zhou, Meng Lin, Songlin Hu

11:00-11:20

Forest Image Classification based on Deep learning and XGBoost algorithm

Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou-Dombeu

11:20-11:40

Cerebral vessel segmentation in CE-MR images using deep learning and synthetic training datasets

Artur Klepaczko

10:20-10:40

The role of conformity in opinion dynamics modelling with multiple social circles

Stanisław Stępień, Jaroslaw Jankowski, Piotr Bródka, Radosław Michalski

10:40-11:00

CA-based Collective Behavior Approach to Solve Coverage and Lifetime Optimization Problems in Wireless Sensor

Franciszek Seredynski, Tomasz Kulpa, Rolf Hoffmann, Dominique Désérable

12:00-12:30 Poster Session

13:30-13:50

From Online Behaviours to Images: A Novel Approach to Social Bot Detection

Edoardo Di Paolo, Angelo Spognardi, Marinella Petrocchi

13:50-14:10

Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in

Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski

14:10-14:30

Machine learning detects anomalies in OPS-SAT telemetry

Ruszczak et.al

14:30-14:50

Forecasting Cryptocurrency Prices using Contextual ES-adRNN with Exogenous Variables

Slawek Smyl, Grzegorz Dudek, Paweł Pełka

14:50-15:10

Feature Extraction for Bankruptcy Prediction Using Autoencoder

Dovilė Kuiziniene, Paulius Savickas, Tomas Krilavičius

13:30-13:50

Enhanced Emotion and Sentiment Recognition for Empathetic Dialogue System Using Big Data and Deep Learning

M. Kozłowski, K. Gabor-Siatkowska, I. Stefaniak, M. Sowański, A. Janicki

13:50-14:10

A Contrastive Self-Distillation BERT with Kernel Alignment-Based Inference

Yangyan Xu, Fangfang Yuan, Cong Cao, Majing Su, Yuhai Lu, Yanbing Liu

14:10-14:30

DeBERTNeXT: A Multimodal Fake News Detection framework

Kamonashish Saha, Ziad Kobti

14:30-14:50

Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets

Vadim Lomshakov, Sergey Kovalchuk, Sergey Nikolenko, Artem Aliev

14:50-15:10

Bayesian Networks for Named Entity Prediction in Programming Community Question Answering

Alexey Gorbatovski, Sergey Kovalchuk

13:30-13:50

A Framework for Effective Guided Mnemonic Journeys

David Iclanzan, Zoltan Katai

13:50-14:10

Analysis of outcomes from the gamification of a collaboration intensive course on computer networking

Sławomir Zieliński, Marek Konieczny

14:10-14:30

Towards an Earned Value Management Didactic Simulation Tool to Engineering Management Teaching

M. Castañón-Puga, A. Tirado-Ramos, C. Khatchikian, E.D. Suarez

13:30-13:50

Efficient uncertainty quantification using sequential sampling-based neural networks

P. Koratikere, L. Leifsson, S. Koziel, A. Pietrenko-Dabrowska

13:50-14:10

Reduction of the computational cost of tuning methodology of a simulator of a physical system.

Mariano Trigila, Adriana Gaudiani, Alvaro Wong, Dolores Rexachs, Emilio Luque

14:10-14:30

Surrogate-Assisted Ship Route Optimisation

Roman Dębski, Rafal Drezewski

14:30-14:50

Hierarchical Learning to Solve PDEs Using Physics-Informed Neural Networks

Jihun Han, Yoonsang Lee

14:50-15:10

Transparent Checkpointing for Automatic Differentiation of Program Loops through Expression

M. Schanen, S.H.K. Narayanan, S. Williamson, V. Churavy, W.S. Moses, L. Paehler

15:10-15:30

Semi-supervised Learning Approach to Efficient Cut Selection in the Branch-and-Cut Framework

Jia He Sun, Salimur Choudhury

15:30-15:50

A Case Study of the Profit-Maximizing Multi-Vehicle Pickup and Delivery Selection Problem for the Road Networks with the Integratable

Aolong Zha, Qiong Chang, Naoto Imura, Katsuhiro Nishinari

13:30-13:50

An efficient ViT-based spatial interpolation learner for field reconstruction

Hongwei Fan, Sibo Cheng, Audrey De Nazelle, Rossella Arcucci

13:50-14:10

Learning 4DVAR inversion directly from observations

Arthur Filoche, Dominque Béréziat, Julien Brajard, Anastase Charantonis

14:10-14:30

Towards Online Anomaly Detection in Steel Manufacturing Process

Jakub Jakubowski, Przemysław Stanisz, Szymon Bobek, Grzegorz J. Nalepa

14:30-14:50

Taking a Shortcut Through Phase Space: Neural Networks Solving Differential Equations

Floriano Tori, Vincent Ginis

13:30-13:50

Balancing agents for mining imbalanced multiclass datasets - performance evaluation

Piotr Jedrzejowicz, Joanna Jedrzejowicz

13:50-14:10

Decision Tree-Based Algorithms for Detection of Damage in AIS Data

Marta Szarmach, Ireneusz Czarnowski

14:10-14:30

Impact of Input Data Preparation on Multi-Criteria Decision Analysis Results

Jarosław Wątróbski, Aleksandra Bączkiewicz, Robert Król

15:20-15:40 Farewell Session

09:50-10:20 Coffee Break

12:30-13:30 Lunch

15:40-16:10 Coffee Break