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ORCID18th EUROCAST 2022: Las Palmas de Gran Canaria, Spain
- Roberto Moreno-Díaz, Franz Pichler, Alexis Quesada-Arencibia
:
Computer Aided Systems Theory - EUROCAST 2022 - 18th International Conference, Las Palmas de Gran Canaria, Spain, February 20-25, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13789, Springer 2022, ISBN 978-3-031-25311-9
Systems Theory and Applications
- Kerstin Albrecht, Christian Nitzl, Uwe M. Borghoff:
Transdisciplinary Software Development for Early Crisis Detection. 3-10 - Margaret Miró-Julià, Monica J. Ruiz-Miró, Irene García Mosquera:
Uncertainty and Ambiguity: Challenging Layers in Model Construction. 11-18 - Radomir S. Stankovic, Milena Stankovic, Jaakko Astola, Claudio Moraga:
George J. Boole - A Nineteenth Century Man for the Modern Digital Era. 19-26 - Heinz Schwärtzel, Franz Pichler:
Improvement of Electromagnetic Systems by Werner Von Siemens. 27-41
Theory and Applications of Metaheuristic Algorithms
- Florian Holzinger, Andreas Beham:
Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing. 45-52 - Alexandru-Ciprian Zavoianu, Benjamin Lacroix, John McCall:
Lightweight Interpolation-Based Surrogate Modelling for Multi-objective Continuous Optimisation. 53-60 - Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller:
Analysis and Handling of Dynamic Problem Changes in Open-Ended Optimization. 61-68 - Bernhard Werth, Erik Pitzer, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance. 69-77 - Erik Pitzer, Bernhard Werth, Johannes Karder:
Dynamic Fitness Landscape Analysis. 78-86 - Marc Huber, Günther R. Raidl:
A Relative Value Function Based Learning Beam Search for the Longest Common Subsequence Problem. 87-95 - Ulrike Ritzinger, Hannes Koller, Bin Hu:
Multi-day Container Drayage Problem with Active and Passive Vehicles. 96-103 - Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John McCall:
On Discovering Optimal Trade-Offs When Introducing New Routes in Existing Multi-modal Public Transport Systems. 104-111 - Dolores-Rosa Santos-Peñate, José A. Moreno-Pérez, Clara M. Campos Rodríguez, Rafael Suárez-Vega:
A Mathematical Model and GRASP for a Tourist Trip Design Problem. 112-120 - Thomas Jatschka, Matthias Rauscher, Bernhard Kreutzer, Yusuke Okamoto, Hiroaki Kataoka, Tobias Rodemann, Günther R. Raidl:
A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters. 121-129 - Jan Zenisek, Sebastian Dorl, Dominik Falkner, Lukas Gaisberger, Stephan M. Winkler, Michael Affenzeller:
Shapley Value Based Variable Interaction Networks for Data Stream Analysis. 130-138 - Lukas Kammerer, Gabriel Kronberger, Michael Kommenda:
Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization. 139-146 - Florian Bachinger, Gabriel Kronberger:
Comparing Shape-Constrained Regression Algorithms for Data Validation. 147-154 - David Piringer, Stefan Wagner, Christian Haider, Armin Fohler, Siegfried Silber, Michael Affenzeller:
Improving the Flexibility of Shape-Constrained Symbolic Regression with Extended Constraints. 155-163 - Christian Haider, Gabriel Kronberger:
Shape-Constrained Symbolic Regression with NSGA-III. 164-172 - Marina Strobl, Julia Vetter, Gerhard Halmerbauer, Tilman Königswieser, Stephan M. Winkler:
Using Explainable Artificial Intelligence for Data Based Detection of Complications in Records of Patient Treatments. 173-180 - David Joedicke, Daniel Parra, Gabriel Kronberger, Stephan M. Winkler:
Identifying Differential Equations for the Prediction of Blood Glucose using Sparse Identification of Nonlinear Systems. 181-188 - Daniel Parra, David Joedicke, Alberto Gutiérrez, J. Manuel Velasco, Oscar Garnica, J. Manuel Colmenar, José Ignacio Hidalgo:
Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification. 189-196
Model-Based System Design, Verification and Simulation
- Andreas Attenberger:
Modeling Approaches for Cyber Attacks on Energy Infrastructure. 199-206 - Martin Hrubý, Antonio González, Ricardo Ruiz Nolasco, Peter Biro:
Simulation Setup for a Closed-Loop Regulation of Neuro-Muscular Blockade. 207-214 - Phillip Petz, Josef Langer, Florian Eibensteiner:
Textile in the Loop as Automated Verification Tool for Smart Textile Applications. 215-222 - Tomás Fiedor, Martin Hruska, Ales Smrcka:
Orchestrating Digital Twins for Distributed Manufacturing Execution Systems. 223-231 - Michal Horký, Juraj Síc, Lenka Turonová:
Automata with Bounded Repetition in RE2. 232-239 - Jan Fiedor, Bohuslav Krena, Ales Smrcka, Ondrej Vasícek, Tomás Vojnar:
Integrating OSLC Services into Eclipse. 240-249 - Yuko Hiramatsu, Atsushi Ito, Akira Sasaki:
Developing an Application in the Forest for New Tourism Post COVID-19 -Experiments in Oku-Nikko National Park-. 250-257 - Roman Andriushchenko, Milan Ceska, Vladimír Marcin, Tomás Vojnar:
GPU-Accelerated Synthesis of Probabilistic Programs. 258-266 - Dominik Harmim, Vladimír Marcin, Lucie Svobodova, Tomás Vojnar:
Static Deadlock Detection in Low-Level C Code. 267-276
Applications of Signal Processing Technology
- Eugen Pfann, Mario Huemer:
3D Ultrasound Fingertip Tracking. 279-286 - Sabrina Affortunati, Bernhard G. Zagar:
An Artificial Skin from Conductive Rubber. 287-294 - Stefan Baumgartner, Oliver Lang, Mario Huemer:
Neural Network Based Single-Carrier Frequency Domain Equalization. 295-302 - Michael Lunglmayr, Yuneisy E. Garcia Guzman, Felipe Calliari, Gustavo Castro do Amaral:
Smooth Step Detection. 303-310 - Alexander Spaett, Bernhard G. Zagar:
Optical Preprocessing and Digital Signal Processing for the Measurement of Strain in Thin Specimen. 311-317 - Christina Tischler, Klaus Pendl, Erwin Schimbäck, Veronika Putz, Christian Kastl, Thomas Schlechter, Frederick Runte:
Lower Limbs Gesture Recognition Approach to Control a Medical Treatment Bed. 318-326
Artificial Intelligence and Data Mining for Intelligent Transportation Systems and Smart Mobility
- Novel Certad, Walter Morales-Alvarez, Georg Novotny, Cristina Olaverri-Monreal:
JKU-ITS Automobile for Research on Autonomous Vehicles. 329-336 - Georg Novotny, Walter Morales-Alvarez, Nikita Smirnov, Cristina Olaverri-Monreal:
Development of a ROS-Based Architecture for Intelligent Autonomous on Demand Last Mile Delivery. 337-344 - Alejandro Barrera, Fernando García, José Antonio Iglesias:
Contrastive Learning for Simulation-to-Real Domain Adaptation of LiDAR Data. 345-353 - Jesús Urdiales, David Martín, Jose M. Armingol:
Deep Learning Data Association Applied to Multi-object Tracking Systems. 354-361 - Mehmet Ali Silgu, Ismet Göksad Erdagi, Selin Hulagu, Sercan Akti, Hazal Akova, Görkem Akyol, Sadullah Goncu, Gökhan Göksu, Hilmi Berk Celikoglu:
A Methodology to Consider Explicitly Emissions in Dynamic User Equilibrium Assignment. 362-369 - Sadullah Goncu, Mehmet Ali Silgu, Ismet Göksad Erdagi, Hilmi Berk Celikoglu:
Sensitivity Analysis for a Cooperative Adaptive Cruise Control Car Following Model: Preliminary Findings. 370-377 - Javier J. Sánchez Medina, Juan Antonio Guerra-Montenegro, Agustín J. Sánchez-Medina, Itziar G. Alonso-González, David Sánchez-Rodríguez:
On Smart Mobility and Data Stream Mining. 378-383 - Peter Tapák, Michal Kocur, Matej Rábek, Juraj Matej:
Smart Vehicle Inspection. 384-391
Computer Vision, Machine Learning for Image Analysis and Applications
- Mateo Gende, Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega:
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images. 395-402 - Daniel Iglesias Morís, Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega:
Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening. 403-410 - Iván Barrientos, Joaquim de Moura, Jorge Novo, Marcos Ortega, Manuel G. Penedo:
Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration. 411-418 - David Rivas-Villar, José Morano, José Rouco, Manuel G. Penedo, Jorge Novo:
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. 419-426 - Alejandro Budiño, Lucía Ramos, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega:
Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images. 427-434 - José Morano, David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo:
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. 435-443 - Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata:
Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset. 444-451 - Philipp Schwarz, Philipp Hofer, Josef Scharinger:
Gait Recognition Using 3D View-Transformation Model. 452-459 - Christoph Praschl, Philipp Auersperg-Castell, Brigitte Forster-Heinlein, Gerald A. Zwettler:
Segmentation and Multi-facet Classification of Individual Logs in Wooden Piles. 460-467 - Ahmed Hashem, Thomas Schlechter:
Drone Detection Using Deep Learning: A Benchmark Study. 468-475
Computer and Systems Based Methods and Electronic Technologies in Medicine
- Philip Gaßner, Klaus Buchenrieder:
Continuous Time Normalized Signal Trains for a Better Classification of Myoelectric Signals. 479-486 - Stephan Dreiseitl:
A Comparison of Covariate Shift Detection Methods on Medical Datasets. 487-495 - Dema Govalla, Jerzy W. Rozenblit:
Towards a Method to Provide Tactile Feedback in Minimally Invasive Robotic Surgery. 496-503 - Konrad Kluwak, Ryszard Klempous, Atsushi Ito, Tomasz Górski, Jan Nikodem, Konrad Wojciechowski, Jerzy W. Rozenblit, Grzegorz Borowik, Zenon Chaczko, Wojciech Bozejko, Marek Kulbacki:
Reference Datasets for Analysis of Traditional Japanese and German Martial Arts. 504-511 - Jan Nikodem, Bruno Hrymniak, Konrad Kluwak, Dorota Zysko, Ryszard Klempous, Jerzy W. Rozenblit, Thomas A. Zelniker, Andrzej Wytyczak-Partyka, Mateusz Bozejko, Dariusz Jagielski:
A Novel Approach to Continuous Heart Rhythm Monitoring for Arrhythmia Detection. 512-519 - Jan Nikodem, Gabriele Salvatore de Blasio, Pawel Gawlowski, Ryszard Klempous, Alexis Quesada-Arencibia:
Indoor Positioning Framework for Training Rescue Operations Procedures at the Site of a Mass Incident or Disaster. 520-527 - Atsushi Ito, Haruto Kawakami, Haruka Nakayama, Yuko Hiramatsu, Madoka Hasegawa, Yasunari Harada, Kazutaka Ueda, Akira Sasaki:
Designing Sightseeing Support System in Oku-Nikko Using BLE Beacon. 528-535
Systems in Industrial Robotics, Automation and IoT
- Jakob Hörbst, Horst Orsolits:
Mixed Reality HMI for Collaborative Robots. 539-546 - Mario Jungwirth, Wei-chen Lee:
A Digital Twin Demonstrator for Research and Teaching in Universities. 547-553 - Bernhard Freudenthaler, Jorge Martínez Gil, Anna Fensel, Kai Höfig, Stefan Huber, Dirk Jacob:
KI-Net: AI-Based Optimization in Industrial Manufacturing - A Project Overview. 554-561 - Marco Ullrich, Christoph Saad, Dirk Jacob:
Robot System as a Testbed for AI Optimizations. 562-568 - Georg Schäfer, Reuf Kozlica, Stefan Wegenkittl, Stefan Huber:
An Architecture for Deploying Reinforcement Learning in Industrial Environments. 569-576 - Stefan Huber, Hannes Waclawek:
Ck-Continuous Spline Approximation with TensorFlow Gradient Descent Optimizers. 577-584 - Florian Bayeff-Filloff, Dominik Stecher, Kai Höfig:
Stepwise Sample Generation. 585-593 - Tek Raj Chhetri, Sareh Aghaei, Anna Fensel, Ulrich Göhner, Sebnem Gül-Ficici, Jorge Martínez Gil:
Optimising Manufacturing Process with Bayesian Structure Learning and Knowledge Graphs. 594-602 - Jose Illescas, Georg Buchgeher, Lisa Ehrlinger, David Gabauer, Jorge Martínez Gil:
Representing Technical Standards as Knowledge Graph to Guide the Design of Industrial Systems. 603-610 - Stefan Wintersteller, Martin Uray, Michael Lehenauer, Stefan Huber:
Improvements for mlrose Applied to the Traveling Salesperson Problem. 611-618 - Daniel Louback da Silva Lubanco, Thomas Schlechter, Markus Pichler-Scheder, Christian Kastl:
Survey on Radar Odometry. 619-625
Systems Thinking. Relevance for Technology, Science and Management Professionals
- Franz Pichler:
On Modeling Complex Systems by Means of System Theory. 629-634 - Markus Schwaninger:
Crisis Management in a Federation - Cybernetic Lessons from a Pandemic. 635-644 - Meike Tilebein, Jan Wunderlich, Ralf Tenberg:
Using Archetypes to Teach Systems Thinking in an Engineering Master's Course. 645-652 - Igor Perko:
Collecting VS Sharing Personal Data: Examining the Viability of the Concepts. 653-657
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