This book constitutes the refereed proceedings of the 18th International Conference on Computer-Aided Systems Theory, EUROCAST 2022, held in Las Palmas de Gran Canaria, Spain, during February 20–25, 2022.
The 77 full papers included in this book were carefully reviewed and selected from 110 submissions.
They were organized in topical sections as follows: Systems Theory and Applications, Theory and Applications of Metaheuristic Algorithms, Model-Based System Design, Verification and Simulation, Applications of Signal Processing Technology, Artificial Intelligence and Data Mining for Intelligent Transportation Systems and Smart Mobility, Computer Vision, Machine Learning for Image Analysis and Applications, Computer and Systems Based Methods and Electronic Technologies in Medicine, Systems in Industrial Robotics, Automation and IoT, Systems Thinking. Relevance for Technology, Science and Management Professionals.
Systems Theory and Applications.- Transdisciplinary Software Development
for Early Crisis Detection.- Uncertainty and Ambiguity: Challenging Layers
in Model Construction.- George J. Boole. A Nineteenth Century Man for the
Modern Digital Era.- Improvement of Electromagnetic Systems by Werner Von
Siemens.- Improvement of Electromagnetic Systems by Werner Von
Siemens.- Theory and Applications of Metaheuristic
Algorithms.- Multi-criteria Optimization of Workflow-based Assembly Tasks in
Manufacturing.- Lightweight Interpolation-Based SurroImproving the
Flexibility of Shape-Constrained Symbolic Regression with Extended
Constraints.- gate Modelling for MultiObjective Continuous
Optimisation.- Analysis and Handling of Dynamic Problem Changes in OpenEnded
Optimization.- Dynamic Vehicle Routing with Time-Linkage: From Problem
States to Algorithm Performance.- Dynamic Fitness Landscape Analysis.- A
Relative Value Function Based Learning Beam Search for Longest Common
Subsequence Problem.- Multi-day Container Drayage Problem with Active and
Passive Vehicles.- On Discovering Optimal Trade-Offs when Introducing New
Routes in Existing Multi-Modal Public Transport Systems.- A Mathematical
Model and GRASP for a Tourist Trip Design Problem.- A Large Neighborhood
Search for Battery Swapping Station Location Planning for Electric
Scooters.- Shapley Value based Variable Interaction Networks for Data Stream
Analysis.- Symbolic Regression with Fast Function Extraction and Nonlinear
Least Squares Optimization.- Comparing Shape-Constrained Regression
Algorithms for Data Validation.- Shape-constrained Symbolic Regression with
NSGA-III.- Using Explainable Artificial Intelligence for Data Based
Detection of Complications in Records of Patient Treatments.- Identifying
Differential Equations to predict Blood Glucose using Sparse Identification
of NonlinearSystems.-Obtaining Difference Equations for Glucose Prediction by
Structured Grammatical Evolution and sparse identification.- Model-Based
System Design, Verification and Simulation.- Modeling Approaches for Cyber
Attacks on Energy Infrastructure.- Simulation setup for a closed-loop
regulation of neuro-muscular blockade.- Textile In The Loop as Automated
Verification Tool for Smart Textiles Applications.- Orchestrating Digital
Twins for Distributed Manufacturing Execution Systems.- Automata with
Bounded Repetition in RE2.- Integrating OSLC Services into
Eclipse.- Developing an Application in the Forest for New Tourism Post
COVID-19.- GPU-Accelerated Synthesis of Probabilistic Programs.- Static
Deadlock Detection in Low-Level C Code.- Applications of Signal Processing
Technology.- 3D Ultrasound Fingertip Tracking.- An Artificial Skin from
Conductive Rubber.- Neural Network Based Single-Carrier Frequency Domain
Equalization.- Smooth Step Detection.- Optical Preprocessing and Digital
Signal Processing for the Measurement of Strain in Thin Specimen.- Lower
Limbs Gesture Recognition Approach to Control a Medical Treatment
Bed.- Artificial Intelligence and Data Mining for Intelligent Transportation
Systems and Smart Mobility.- JKU-ITS Automobile for Research on Autonomous
Vehicles.- Development of a ROS-based Architecture for Intelligent
Autonomous on Demand Last Mile Delivery.- Contrastive Learning for
Simulation-to-Real Domain Adaptation of LiDAR data.- Deep Learning Data
Association Applied to Multi-Object Tracking Systems.- A Methodology to
Consider Explicitly Emissions in Dynamic User Equilibrium
Assignment.- Sensitivity Analysis for A Cooperative Adaptive Cruise Control
Car Following Model: Preliminary Findings.- On Smart Mobility and Data Stream
Mining.- Smart Vehicle Inspection.- Computer Vision,Machine Learning for
Image Analysis and Applications.- Impact of the Region of Analysis on the
Performance of the Automatic Epiretinal Membrane Segmentation in OCT
Images.- Performance Analysis of GAN approaches in the Portable Chest X-ray
synthetic image generation for COVID-19 screening.- Clinical Decision Support
tool for the Identification of Pathological Structures Associated with
Age-related Macular Degeneration.- Deep Features-based approaches for
Phytoplankton Classification in Microscopy Images.- Robust Deep
Learning-based Approach for Retinal layer Segmentation in Optical Coherence
Tomography Images.- Impact of increased centerline weight on the Joint
segmentation and classification of arteries and veins in color fundus
images.- Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced
Dataset.- Gait Recognition using 3D View-Transformation Model.- Segmentation
and Multi-Facet Classification of Individual Logsin Wooden Piles.- Drone
Detection Using Deep Learning: A Benchmark Study.- Computer and Systems Based
Methods and Electronic Technologies in Medicine.- Continuous Time Normalized
Signal Trains for a Better Classification of Myoelectric Signals.- A
Comparison of Covariate Shift Detection Methods on Medical
Datasets.- Towards a Method to Provide Tactile Feedback in Minimally
Invasive Robotic Surgery.- Reference Datasets for Analysis of Traditional
Japanese and German Martial Arts.- A Novel Approach to Continuous Heart
Rhythm Monitoring for Arrhythmia Detection.- Indoor Positioning Framework
for Training Rescue Operations Procedures at the Site of a Mass Incident or
Disaster.- Designing sightseeing support system in Oku-Nikko using BLE
beacon.- Systems in Industrial Robotics, Automation and IoT.- Mixed Reality
HMI for Collaborative Robots.- A Digital Twin Demonstrator for Research and
Teaching in Universities.- Robot System as a Testbed for AI
Optimizations.- An Architecture for Deploying Reinforcement Learning in
Industrial Environments.- Ck-continuous Spline Approximation with TensorFlow
Gradient Descent Optimizers.- Stepwise Sample Generation.- Optimising
Manufacturing Process with Bayesian Learning and Knowledge
Graphs.- Representing Technical Standards as Knowledge Graph to Guide the
Design of Industrial Systems.- Improvements for mlrose Applied to the
Traveling Salesperson Problem.- Survey on Radar Odometry.- Systems Thinking.
Relevance for Technology, Science and Management Professionals.- Systems
Thinking. Relevance for Technology, Science and Management
Professionals.- Crisis Management in a Federation Cybernetic Lessons from a
Pandemic.- Using Archetypes to Teach Systems Thinking in an Engineering
Masters Course.- Collecting vs Sharing of Personal Data: Examining the
Implications to the Society.
KI-Net: AI-based Optimization in Industrial Manufacturing - A Project Overview.
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