Program for Wednesday, June 22nd: Talk View

PROGRAM FOR WEDNESDAY, JUNE 22ND: TALK VIEW

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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

19:00

19:30

20:00

20:30

21:00

21:30

22:00

22:30

23:00

09:00-09:50

Modeling Economies at Full-Scale: Every Worker, Every Firm

Robert Axtell

10:20-12:00

Classification methods based on fitting logistic regression to positive and unlabeled data

K. Furmańczyk, K. Paczutkowski, M. Dudziński, D. Dziewa-Dawidczyk

10:20-12:00

Characterizing Wildfire Perimeter Polygons from QUIC-Fire

Li Tan, Raymond De Callafon, Ilkay Altintas

10:20-12:00

Adaptive Regularization of B-Spline Models for Scientific Data

David Lenz, Raine Yeh, Vijay Mahadevan, Iulian Grindeanu, Tom Peterka

10:20-12:00

Hierarchical Ensemble based Imbalance Classification

Jie Xie, Mingying Zhu, Kai Hu

10:20-12:00

imple and Efficient Acceleration of the Smallest Enclosing Ball for Large Data Sets in E2: Analysis and Comparative

Vaclav Skala, Matej Cerny, Josef Yassin Saleh

10:20-12:00

Designing a training set for musical instruments identification

Daniel Kostrzewa, Blazej Koza, Pawel Benecki

10:20-12:00

Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?

Witold Oleszkiewicz, Dominika Basaj, Tomasz Trzciński, Bartosz Zieliński

10:20-12:00

Human-level Melodic Line Harmonization

Jan Mycka, Adam Żychowski, Jacek Mańdziuk

10:20-12:00

Ultrafast Focus Detection for Automated Microscopy

Maksim Levental, Ryan Chard, Kyle Chard, Ian Foster, Gregg Wildenberg

10:20-12:00

PRISM: Principal Image Sections Mapping

Tomasz Szandała, Henryk Maciejewski

10:20-12:00

MgNet with Hat Activation Function

Jinchao Xu, Jindong Wang, Jianqing Zhu

10:20-12:00

Isogeometric Analysis of Bound States of a Quantum Three-Body Problem in 1D

Quanling Deng

10:20-12:00

Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics

Dobrzanski, Urbańczyk, Pełech-Pilichowski, Kisiel-Dorohinicki, Byrski

10:20-12:00

Recursive Singular Value Decomposition compression of refined isogeometric analysis matrices as a tool to speedup iterative solvers

Mateusz Dobija, Anna Paszyńska

10:20-12:00

Performance of Computing Hash-codes with Chaotically-trained Artificial Neural Networks

Jacek Tchórzewski, Aleksander Byrski

10:20-12:00

Validation of migration models in the face of inconsistent data: a perspective from four conflicts

A. Jahani, D. Suleimenova, G. Mikulyte, H. Arabnejad, Y. Xue, D. Groen

10:20-12:00

Responding to Current and Future Pandemics using Agent-Based Simulation

Saha, Ghorbani, Islam, Groen, Abubakar, Mintram, Xue, Daroge, Taylor, Anagnostou

10:20-12:00

CHARM: A Discrete-Event Simulation for Dynamic ICU Bed Capacity Management for Covid-19

Anagnostou, Daroge, Mintram, Abubakar, Saha, Ghorbani, Islam, Xue, Groen, Taylor

10:20-12:00

Partitioning Dense Graphs with Hardware Accelerators

Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro

10:20-12:00

Calibration window selection based on change-point detection for forecasting electricity prices

Weronika Nitka, Julia Nasiadka, Rafał Weron

10:20-12:00

Neural Additive Models for Explainable Heart Attack Prediction

Ksenia Balabaeva, Sergey Kovalchuk

10:20-12:00

Explainable AI with Domain Adapted FastCAM for Endoscopy Images

Jan Stodt, Christoph Reich, Nathan Clarke

10:20-12:00

Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case

Simon Usoltcev, Ilia Derevitskii

10:20-12:00

Knowledge Discovery in Databases: Comorbidities in Tuberculosis Cases

Carvalho et.al

10:20-12:00

An agent-based forced displacement simulation: A case study of the Tigray crisis

Diana Suleimenova, William Low, Derek Groen

10:20-12:00

Automating and Scaling Task-Level Parallelism of Tightly Coupled Models via Code Generation

Mehdi Roozmeh, Ivan Kondov

10:20-12:00

Multipoint meshless FD schemes applied to nonlinear and multiscale analysis

Irena Jaworska

10:20-12:00

Neutron scattering calculation for coarse grain models

Hima Bindu Kolli, Thomas Headen, Guadalupe Jiménez-Serratos, Tristan Youngs

10:20-12:00

Quantum-Classical Solution Methods for Binary Compressive Sensing Problems

Robert Wezeman, Irina Chiscop, Laura Anitori, Wim van Rossum

10:20-12:00

Reducing Memory Requirements of Quantum Optimal Control

S.H.K. Narayanan, J. Hückelheim, P. Hovland, M. Bongarti, T. Propson

10:20-12:00

Quantum approaches for WCET-related optimization problems

G. Bettonte, V. Gilbert, D. Vert, S. Louise, R. Sirdey

10:20-12:00

Benchmarking D-Wave Quantum Annealers: spectral gap scaling of maximum cardinality matching problems

Cameron McLeod, Michele Sasdelli

10:20-12:00

Efficient constructions for simulating Multi Controlled Quantum Gates

Stefan Razvan Balauca, Andreea Arusoaie

12:00-12:30 Poster Session

13:30-14:20

Quantum Simulations of Materials and Molecules on Hybrid Quantum-Classical Architectures

Giulia Galli

14:30-16:10

Efficient computational algorithm for stress analysis in hydro-sediment-morphodynamic models

Alia Alghosoun, Ashraf Osman, Mohammed Seaid

14:30-16:10

Peridynamic Damage Model Based on Absolute Bond Elongation

Shangyuan Zhang, Yufeng Nie

14:30-16:10

Incremental dynamic analysis and fragility assessment of buildings with different structural arrangements experiencing earthquake-induced structural

Mahmoud Miari, Robert Jankowski

14:30-16:10

Investigating an optimal computational strategy to retrofit buildings with implementing viscous

Farzin Kazemi, Neda Asgarkhani, Ahmed Manguri, Robert Jankowski

14:30-16:10

Phase-field modelling of brittle fracture using time-series forecasting

Minh Ngoc Dinh, Chien Vo Trung, Cuong Tan Nguyen, Ngoc Minh La

14:30-16:10

Is Context All You Need? Non-Contextual vs Contextual Multiword Expressions Detection

Maciej Piasecki, Kamil Kanclerz

14:30-16:10

Compiling Linear Algebra Expressions into Efficient Code

J. Klaus, M. Blacher, J. Giesen, P.G. Rump, K. Wiedom

14:30-16:10

MHGEE: Event Extraction via Multi-Granularity Heterogeneous Graph

Mingyu Zhang, Fang Fang, Hao Li, Qingyun Liu, Yangchun Li, Hailong Wang

14:30-16:10

Cyberbullying Detection with Side Information: A Real-World Application of COVID-19 News Comment in Chinese

Xing, Zhang, Chen, Ding, Zhang, Hu, Jin, Wang, Chen, Hong

14:30-16:10

Deep Neural Sequence to Sequence Lexical Substitution for Polish Language

Michał Pogoda, Karol Gawron, Norbert Ropiak, Michał Swędrowski, Jan Kocoń

14:30-16:10

Continuous-to-continuous data model vs. discrete-to-discrete data model for the statistical iterative reconstruction method - optimization of the computational

Robert Cierniak

14:30-16:10

Modeling contrast perfusion and adsorption phenomena in the human left ventricle

Evandro Dias Gaio, Bernardo Martins Rocha, Rodrigo Weber dos Santos

14:30-16:10

Large Scale Study of Absolute Ligand-Protein Binding Free Energy Predictions

Shunzhou Wan, Agastya Bhati, Peter Coveney

14:30-16:10

Resting-state EEG classification for PNES diagnosis

C. Zucco, B. Calabrese, R. Mancuso, M. Sturniolo, A. Gambardella, M. Cannataro

14:30-16:10

POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection

Tomasz Szczepański, Arkadiusz Sitek, Tomasz Trzciński, Szymon Plotka

14:30-16:10

Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data

Maciej Wozniak, Samvel Mkhitaryan, Philippe Giabbanelli

14:30-16:10

Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers

Roman Dębski, Rafał Dreżewski

14:30-16:10

Local Search in Selected Crossover Operators

Mirosław Kordos, Rafał Kulka, Tomasz Steblik, Rafał Scherer

14:30-16:10

Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical

M. Konieczka, A. Poturała, P. Śliwka, S. Sujecki, S. Kozdrowski

14:30-16:10

Global Surrogate Modeling by Neural Network-Based Model Uncertainty

Leifsson, Nagawkar, Barnet, Bryden, Koziel, Pietrenko-Dabrowska

14:30-16:10

Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19

Bishawi et.al

14:30-16:10

National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary

Yamada, Bernardi, Colombo, Neiva, Lima, Vinci, Mello, Félix, Alves

14:30-16:10

CLASSIFICATION OF UTERINE FIBROIDS IN ULTRASOUND IMAGES USING DEEP LEARNING MODEL

D. K T, A. J, A. Angelopoulou, E. Kapetanios, T. Chaussalet, J. Hemanth

14:30-16:10

Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate

S. Premkumar, A. Anastasia, E. Kapetanios, T. Chaussalet, J. Hemanth

14:30-16:10

A hybrid modeling framework for city-scale dynamics of multi-strain influenza epidemics

Vasiliy Leonenko

14:30-16:10

Modelling the Long-Term Impact of Covid-19

Mintram, Anagnostou, Xue, Daroge, Abubakar, Saha, Ghorbani, Islam, Taylor

14:30-16:10

Role of mechanotransduction in promoting intracellular and intercellular transmigration of cancer cells through endothelium in

Mahsa Dabagh, Alessandra Ebben

14:30-16:10

Forced displacement in Mali - Analysing the effect of the physical environment on refugee flight

Freek Boesjes, Derek Groen, Bas Ooink, Alireza Jahani

14:30-16:10

A first attempt at cryptanalyzing a (toy) block cipher by means of QAOA

Luca Phab, Stéphane Louise, Renaud Sirdey

14:30-16:10

Practical solving of discrete logarithm problem over prime fields using quantum annealing

Michał Wroński

14:30-16:10

Quantum annealing and algebraic attack on Speck cipher

Elżbieta Burek, Michał Wroński

14:30-16:10

Challenges and Future Directions in the Implementation of User Authentication Protocols Utilizing Quantum

Juliet McLeod, Ritajit Majumdar, Sanchari Das

14:30-16:10

Scheduling with Multiple Dispatch Rules : A quantum computing approach

Poojith U Rao, Balwinder Sodhi

16:40-18:20

A Highly Customizable Information Visualization Framework

Luís Spínola, Daniel Castro Silva, Luís Paulo Reis

16:40-18:20

A Note on Adjoint Linear Algebra

Uwe Naumann

16:40-18:20

KP01 solved by an n-Dimensional Sampling and Clustering Heuristic.

Maria Harita, Alvaro Wong, Dolores Rexachs, Emilio Luque

16:40-18:20

Acceleration of Optimized Coarse-grid Operators by Spatial Redistribution for Multigrid Reduction in

Ryo Yoda, Matthias Bolten, Kengo Nakajima, Akihiro Fujii

16:40-18:20

Approximate Function Classification

Martin Lukac, Krzysztof Podlaski, Michitaka Kameyama

16:40-18:20

Out-of-distribution Detection in High-dimensional Data Using Mahalanobis Distance - Critical

Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc

16:40-18:20

Multi-Contextual Recommender using 3D Latent Factor Models and Online Tensor Decomposition

Ali Anaissi, Basem Suleiman, Muhammad Johan Alibasa, Harrison Truong

16:40-18:20

Content-aware generative model for multi-item outfit recommendation

Valery Volokha, Klavdiya Bochenina

16:40-18:20

Facial mask impact on human age and gender classification

Krzysztof Małecki, Adam Nowosielski, Mateusz Krzak

16:40-18:20

Dense Temporal Subgraphs in Protein-Protein Interaction Networks

Riccardo Dondi, Mohammad Mehdi Hosseinzadeh, Italo Zoppis

16:40-18:20

Accelerating Edge Metagenomic Analysis with Serverless-based Cloud Offloading

Piotr Grzesik, Dariusz Mrozek

16:40-18:20

Tissue Damage Control Algorithm for Hyperthermia Based Cancer Treatments

G. Resende Fatigate, R.F. Coelho Neves, M. Lobosco, R. Freitas Reis

16:40-18:20

Musculoskeletal model of human lower limbs in gait simulation

Adrianna Bielak, Radosław Bednarski, Adam Wojciechowski

16:40-18:20

Machine Learning Approaches in Inflammatory Bowel Diseases

Ileana Scarpino, Rosarina Vallelunga, Francesco Luzza, Mario Cannataro

16:40-18:20

Analysis of Agricultural and Engineering Processes using Simulation Decomposition

Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel

16:40-18:20

Neural Network-Based Sequential Global Sensitivity Analysis Algorithm

Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

16:40-18:20

A Taxonomy Guided Method to Identify Metaheuristic Components

Thimershen Achary, Anban Pillay

16:40-18:20

DSCAN for Geo-Social Team Formation

Maryam Mahdavyrad, Kalyani Selvarajah, Ziad Kobti

16:40-18:20

Numerical Stability of Tangents and Adjoints of Implicit Functions

Uwe Naumann

16:40-18:20

Derivation and Computation of Integro-Riccati Equation for Ergodic Control of Infinite-dimensional

Hidekazu Yoshioka, Motoh Tsujimura

16:40-18:20

Towards Mitigating the Eye Gaze Tracking Uncertainty in Virtual Reality

Konstantin Ryabinin, Svetlana Chuprina

16:40-18:20

Getting formal Ontologies closer to final users through Knowledge Graph Visualization: interpretation and

Salvatore Flavio Pileggi

16:40-18:20

On the use of Sobol’ sequence for high dimensional simulation

Emanouil Atanassov, Sofiya Ivanovska

16:40-18:20

Generative Networks Applied to Model Fluid Flows

Mustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain

16:40-18:20

Turbulent Mean Flow Reconstruction Using Physics-Informed Neural Networks

Yusuf Patel, Georgias Rigas

16:40-18:20

Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov

Daniel Ayers, Jack Lau, Javier Amezcua, Alberto Carrassi, Varun Ojha

16:40-18:20

Reduced order surrogate modelling and Latent Assimilation for dynamical systems

Sibo Cheng, Cesar Quilodran-Casas, Rossella Arcucci

16:40-18:20

Using Complex Networks to Simplify a Marine Biogeochemical Model for ML Emulation

Ieuan Higgs, Jozef Skakala, Ross Bannister, Alberto Carrassi

16:40-18:20

Assimilating Sky Camera Cloud Information via Convolutional Neural Networks

W. Acevedo, M. Reinhardt, F. Kurzrock, S. Schoger, R. Potthast

16:40-18:20

Quantum Variational Multi-Class Classifier for the Iris Data Set

Ilya Piatrenka, Marian Rusek

16:40-18:20

Distributed Quantum Annealing on D-Wave for the single machine total weighted tardiness scheduling

Wojciech Bozejko, Jaroslaw Pempera, Mariusz Uchronski, Mieczyslaw Wodecki

16:40-18:20

Studying the cost of n-qubit Toffoli gates

Francisco Orts, Gloria Ortega, Ester M. Garzón

19:15-23:00 Conference Dinner

09:50-10:20 Coffee Break

12:30-13:30 Lunch

16:10-16:40 Coffee Break