Program for Thursday, June 23rd: Talk View

PROGRAM FOR THURSDAY, JUNE 23RD: 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

16:30

17:00

17:30

18:00

18:30

09:00-09:50

The Computational Planet – with Computational Insects: Wavelet-Based Adaptive Simulations of Flapping

Thomas Engels

10:20-12:00

Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences

Thomas Guyet, Wenbin Zhang, Albert Bifet

10:20-12:00

Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19

Sreelekha Guggilam, Varun Chandola, Abani Patra

10:20-12:00

Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting

Grzegorz Dudek

10:20-12:00

Robust control of perishable inventory with uncertain lead time using neural networks and genetic

Ewelina Chołodowicz, Przemyslaw Orlowski

10:20-12:00

Neuroevolutionary Feature Representations for Causal Inference

Michael Burkhart, Gabriel Ruiz

10:20-12:00

Privacy paradox in social media: A system dynamics analysis

Ektor Arzoglou, Yki Kortesniemi, Sampsa Ruutu, Tommi Elo

10:20-12:00

Retrofitting structural graph embeddings with node attribute information

Piotr Bielak, Daria Puchalska, Tomasz Kajdanowicz

10:20-12:00

Coevolutionary Approach to Sequential Stackelberg Security Games

Adam Żychowski, Jacek Mańdziuk

10:20-12:00

Modularity promotes excitation-inhibition balance in synaptically coupled neuronal networks

Janaki Raghavan, Zbigniew R. Struzik, Sitabhra Sinha

10:20-12:00

Detecting Ottokar II’s 1248–1249 uprising and its instigators in co-witnessing networks

Jeremi Ochab, Jan Škvrňák, Michael Škvrňák

10:20-12:00

Machine Learning based surrogate models for COVID-19 infection risk assessment.

Graeme Hunt, Andrea Coraddu, Luca Oneto, Andrea Cammarano

10:20-12:00

Towards Social Machine Learning for Natural Disasters

Jake Lever, Rossella Arcucci

10:20-12:00

Social Media and News Diffusion Effect on Macroeconomic Indicator Interdependencies

Todorovska et.al

10:20-12:00

Data-driven reduced-order models for nonlinear vibrations: proof of concept and initial insights

Alex Elliott

10:20-12:00

Lightcurve inversion through LSTMs

Cesar Enriquez, Davide Amato

10:20-12:00

Streaming detection of significant delay changes in public transport systems

Przemysław Wrona, Maciej Grzenda, Marcin Luckner

10:20-12:00

A study on the prediction of evapotranspiration using freely available meteorological data

Pedro J. Vaz, Gabriela Schütz, Carlos Guerrero, Pedro J. S. Cardoso

10:20-12:00

A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: an Application in Anomaly

Ali Anaissi, Basem Suleiman, Widad Alyassine

10:20-12:00

GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTM

Li Wenhao, Xiao-Yu Zhang

10:20-12:00

AMDetector: Detecting Large-scale and Novel Android Malware Traffic

Li Wenhao, Huaifeng Bao, Xiao-Yu Zhang, Lin Li

10:20-12:00

Accessing the Spanish Digital Network of Museum Collections through an Interactive Web-based Map

Portalés et.al

10:20-12:00

MiDaS: extract golden results from Knowledge Discovery even over incomplete Databases

L. Rodrigues, T. Vespa, I. Eleutério, W. Oliveira, A. Traina, C. Traina Jr.

10:20-12:00

Uncertainty occurrence in projects and its consequences for project management

Dorota Kuchta, Barbara Gladysz

10:20-12:00

On a nonlinear approach to uncertainty quantification on the ensemble of numerical solutions

Aleksey Alekseev, Alexander Bondarev, Artem Kuvshinnikov

10:20-12:00

Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative Model

Piotr Zieliński, Tomasz Kajdanowicz

10:20-12:00

Wavelet Scattering Transform for PhotoPlethysmoGraphic (PPG) Signal Analysis

Szczęsna, Augustyn, Josiński, Świtoński, Kasprowski, Harężlak

10:20-12:00

Convolutional neural network compression via tensor-train decomposition on permuted weight tensor with automatic rank

Mateusz Gabor, Rafal Zdunek

10:20-12:00

Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation

Y. Chen, W. Qian, D. Liu, M. Zhou, Y. Su, J. Han, R. Li

10:20-12:00

Action Recognition in Australian Rules Football through Deep Learning

Hongwei Yin, Stephen Kong Luan, Richard Sinnott

12:00-12:30 Poster Session

13:30-14:20

Computational Challenges for Biomolecular Simulation Approaches to Drug Discovery

Rebecca Wade

14:30-16:10

Dynamic classification of bank clients by the predictability of their transactional behavior

Alexandra Bezbochina, Elizaveta Stavinova, Anton Kovantsev, Petr Chunaev

14:30-16:10

Stock Predictor with Graph Laplacian-based Multi-task Learning

Jiayu He, Nguyen Tran, Matloob Khushi

14:30-16:10

Forecasting bank default with the Merton model: The case of US banks

Kihwan Jo, Jongwook Jeong, Kwangwon Ahn

14:30-16:10

ARIMA Feature-Based Approach to Time Series Classifcation

Agnieszka Jastrzebska, Wladyslaw Homenda, Witold Pedrycz

14:30-16:10

Models and Metrics for Mining Meaningful Metadata

Tyler Skluzacek, Matthew Chen, Erica Hsu, Kyle Chard, Ian Foster

14:30-16:10

Validation and Optimisation of Player Motion Models in Football

Moritz Renkin, Jonas Bischofberger, Erich Schikuta, Arnold Baca

14:30-16:10

A hypothetical agent-based model inspired by the abstraction of solitary behavior in tigers and its employment as a chain code for

Khaldoon Dhou, Christopher Cruzen

14:30-16:10

Networks clustering-based approach for search of reservoirs-analogues

Andrey Bezborodov, Irina Deeva

14:30-16:10

Analyzing the usefulness of public web camera video sequences for calibrating and validating pedestrian dynamics

Dariusz Pałka, Robert Lubaś, Jarosław Wąs

14:30-16:10

Analysis of public transport (in)accessibility and land use pattern in different areas in Singapore

Hoai Nguyen Huynh

14:30-16:10

Private and public opinions in a model based on the total dissonance function: A simulation study

Michal Jarema, Katarzyna Sznajd-Weron

14:30-16:10

Augmenting Graph Inductive Learning Model With Topographical Features

Kalyani Selvarajah, Jae Muzzin

14:30-16:10

Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat

Binghua Song, Rong Chen, Baoxu Liu, Zhengwei Jiang, Xuren Wang

14:30-16:10

Sensitivity Analysis and Machine Learning to emulate the Level-Ice Melt Pond Parametrisation

S. Driscoll, A. Carrassi, M. Bocquet, L. Bertino, J. Brajard, E. Olason

14:30-16:10

Enforcing State Constraints in Dynamical Systems Modelled with Neural Networks

Namhoon Cho, Davide Amato

14:30-16:10

On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles

Piotr Grzesik, Paweł Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek

14:30-16:10

Acquisition, storing, and processing system for interdisciplinary research in Earth sciences

Brzoza-Woch et.al

14:30-16:10

Detecting SQL Injection vulnerabilities using nature-inspired algorithms

Kevin Batista, Anabela Moreira Bernardino, Eugénia Moreira Bernardino

14:30-16:10

Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided

B. Shubyn, D. Mrozek, T. Maksymyuk, D. Kostrzewa, P. Grzesik, P. Benecki

14:30-16:10

Performance of Explainable AI methods in asset failure prediction

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

14:30-16:10

Supporting education in advanced mathematical analysis problems by symbolic computational techniques using computer algebra

Wlodzimierz Wojas, Jan Krupa

14:30-16:10

TEDA: A Computational Toolbox for Teaching Ensemble Based Data Assimilaton

Elias David Nino-Ruiz, Sebastian Racedo

14:30-16:10

To Have and Have Not: Addressing inequities for learners accessing computational science

Bernadette Boscoe

14:30-16:10

Modeling Approach in Teaching Differential Equations

Arati Pati

14:30-16:10

SEGP: Stance-Emotion joint Data Augmentation with Gradual Prompt-tuning for Stance detection

Junlin Wang, Yan Zhou, Yaxin Liu, Weibo Zhang, Songlin Hu

14:30-16:10

Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy Training

Siang, Iglesias, Haron, Prada, Ruiz, Galvez, You, Salleh, Mohamed

14:30-16:10

Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level

Jarosław Andrzejczak, Rafał Szrajber, Adam Wojciechowski, Olgierd Jaros

14:30-16:10

A review of 3D point clouds parameterization methods

Zaiping Zhu, Andres Iglesias, Lihua You, Jian Jun Zhang

14:30-16:10 SEAVEA 1

16:40-18:20

Devulgarization of Polish Texts Using Pre-trained Language Models

C. Klamra, G. Wojdyga, S. Żurowski, P. Rosalska, M. Kozłowska, M. Ogrodniczuk

16:40-18:20

Classification and Generation of Derivational Morpho-semantic Relations for Polish Language

Wiktor Walentynowicz, Maciej Piasecki, Mateusz Gniewkowski

16:40-18:20

A deep neural network as a TABU support in solving LABS problem

Dominik Żurek, Marcin Pietron, Kamil Piętak, Marek Kisiel-Dorohinicki

16:40-18:20

On the Explanation of AI-based Student Success Prediction

Farzana Afrin, Margaret Hamilton, Charles Thevathyan

16:40-18:20

Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines

R. Surendran, A. J, A. Anastasia, E. Kapetanios, T. Chaussalet, J. Hemanth

16:40-18:20

A Survey on Sustainable Software Ecosystems to Support Experimental and Observational Science at Oak Ridge National

D. Bernholdt, M. Doucet, W. Godoy, A. Malviya-Thakur, G. Watson

16:40-18:20

Software Architecture for Highly Scalable Urban Traffic Simulation

Michał Zych, Mateusz Najdek, Mateusz Paciorek, Wojciech Turek

16:40-18:20

Automated and Manual Testing in the Development of the Research Software RCE

Robert Mischke, Kathrin Schaffert, Dominik Schneider, Alexander Weinert

16:40-18:20

Towards Automated Application-Agnostic Verification for Simulations

Rumyana Neykova, Diana Suleimenova, Derek Groen

16:40-18:20

Learning I/O Variables from Scientific Software's User Manuals

Z. Peng, X. Lin, S. Nagamalli Santhoshkumar, N. Niu, U. Kanewala

16:40-18:20

Digging Deeper Into the State of the Practice for Domain Specific Research Software

Spencer Smith, Peter Michalski

16:40-18:20

Statistical prediction of extreme events from small datasets

Alberto Racca, Luca Magri

16:40-18:20

Outlier detection for categorial data using clustering algorithms

Agnieszka Nowak-Brzezinska, Weronika Łazarz

16:40-18:20

Machine Learning-based Scheduling and Resources Allocation in Distributed Computing

Victor Toporkov, Dmitry Yemelyanov, Artem Bulkhak

16:40-18:20

A GPU-based algorithm for environmental data filtering

Pasquale De Luca, Ardelio Galletti, Livia Marcellino

16:40-18:20

Cloud as a Platform for W-Machine Didactic Computer Simulator

Paczuła et.al

16:40-18:20

Extensible, cloud-based open environment for remote classes reuse

Perżyło, Wątroba, Kuśnierz, Myśliwiec, Zieliński, Konieczny

16:40-18:20

Snowflake Generation

Valerie Maxville

16:40-18:20

Computational Science 101 - Towards a Computationally Informed Citizenry

Victor Winter

16:40-18:20

How to sort them? A network for LEGO bricks classification

Tomasz Boiński, Konrad Zawora, Julian Szymanski

16:40-18:20

ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects

Siri Chandana Daggubati, Jaya Sreevalsan-Nair

16:40-18:20

Comparing explanations from glass-box and black-box machine-learning models

Michał Kuk, Szymon Bobek, Grzegorz J. Nalepa

16:40-18:20 SEAVEA 2

18:30-18:50 Farewell Session

09:50-10:20 Coffee Break

12:30-13:30 Lunch

16:10-16:40 Coffee Break