Computational Science and Its Applications - ICCSA 2023: 23rd International Conference, Athens, Greece, July 3-6, 2023, Proceedings, Part II

ISBN-13: 9783031368073 / Angielski

Osvaldo Gervasi;Beniamino Murgante;David Taniar

Opis

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.

Spis treści

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.