The two-volume set LNCS 13956 and 13957 constitutes the refereed proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Lesvos Island, Greece, during July 3–6, 2023.
The 67 full papers and 13 short papers and 6 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 283 submissions. The contributions are grouped in topics which deal with General Track 1: Computational Methods, Algorithms and Scientific Applications; General Track 2: High Performance Computing and Networks; General Track 3: Geometric Modeling, Graphics and Visualization; General Track 4: Advanced and Emerging Applications; General Track 5: Information Systems and Technologies; General Track 6: Urban and Regional Planning; and PHD Showcase Papers.
General Track 3: Geometric Modeling, Graphics and
Visualization.- Automatic User Testing and Emotion Detection in Interactive
Urban Devices.- Robust Seeded Image Segmentation using Adaptive Label
Propagation and Deep Learning-Based Contour Orientation.- Siamese Network
with Gabor Filter for Recognizing Handwritten Digits.- Semi-Supervised Time
Series Classification through Image Representations.- Construction of Torus
of Revolution generated from Epicycloids.- General Track 4: Advanced and
Emerging Applications.- AutoML Framework for labor potential
modeling.- Seismic inversion for fracture model reconstruction: from 1D
inversion to machine learning.- "Fat" rays in three dimensional media to
approximate a broadband signal propagation.- Visualization, Analysis and
Collaborative Discussion of Severe Weather Events.- General Track 6: Urban
and Regional Planning.- Investigating alternative clustering algorithms for a
cluster-first, route-second truck and drone scheduling algorithm.- Strategic
Directions of Ensuring the Financial Stability of the
Transport Enterprise.- New Geographies of Fuel Purchase during the Covid-19
Pandemic: Evidence from the Italian Northeastern Border Zone.- Local budget
revenue formation reality, obstacles and prospects in Georgia: an empirical
examination and creative approach.- Design principles for platform-based
innovation in smart cities.- Analysis of an Enterprise's Compliance with the
Authorized Economic Operator Status in the Context of the Customs Policy of
Ukraine.- A Usage and Analysis measured CO2 Levels in Japanese Community
Buses with IoT Sensors.- Assessment of spatial inequality in agglomeration
planning.- Assessment of spatial inequality through the accessibility of
urban services.- PHD Showcase Papers:.- Topic Modelling for Characterizing
COVID-19 Misinformation on Twitter: A South African Case
Study.- Investigating the Use of Topic Modeling for Social Media Market
Research: a South African Case Study.- Mitigating Traffic Congestion in Smart
and Sustainable Cities Using Machine Learning: A Review.- Urban Resilience
Key Metrics Thinking and Computing Using 3D Spatio-Temporal Forecasting
Algorithms.- A framework for the analysis of metaheuristics for the
travelling salesman problem with drone with interceptions.- Value-oriented
management of city development programs based on data from social
networks.- Short Papers:.- OdeShell: an interactive tool and a specific
domain language to develop models based on Ordinary Differential
Equations.- Multiple Integer Divisions with an Invariant Dividend and
Monotonically Increasing or Decreasing Divisors.- Large Scale Study of Binary
Galaxy Image Classification and the Impact of Image Augmentation
Techniques.- A Prediction Model of Pixel Shrinkage Failure using
Multi-Physics in OLED Manufacturing Process.- Wavelength computation from
RGB.- A Close-up on the AI Radiologist Software.- Thematic modeling of
professional communication practices of helping specialists.- Mobility
networks as a predictor of socioeconomic status in urban
systems.- Forecasting in shipments: comparison of Machine Learning
Regression algorithms on industrial applications for supply chain.- An Unseen
Features-Enriched Lifelong Machine Learning Framework.- Urban zoning using
intraday mobile phone-based commuter patterns in the city of
Brno.- Management qualification and responsible management in local
government.- The issue of small municipalities - the possibility of applying
the principles of socially responsible management.
Lisainfo e-raamatute kohta