Note: Literaturverz. S. 232 - 236

Note: Intro -- Preface -- Organization -- Contents -- Special Session on AI-driven Methods for Multimodal Networks and Processes Modeling (AIMPM'22) -- Multimodal Network Based Graphs of Primitives Storage Concept for Web Mining CBIR -- 1 Introduction -- 2 Graphs of Primitives -- 3 Gathering Similar Graphs of Primitives Using Modified K-Mean Clustering -- 4 Multimodal Network for Query by Approximate Shapes -- 5 Preliminary Experimental Results -- 6 Summary -- References -- Race Condition Error Detection in a Program Executed on a Device with Limited Memory Resources -- 1 Introduction -- 2 Literature Review -- 3 Error Occurrence -- 4 Error Detection -- 5 Conclusion -- References -- The Use of Corporate Architecture in Planning and Automation of Production Processes -- 1 Introduction -- 2 Illustrative Example -- 3 Architecture Model -- 4 Mathematical Model of Production Planning and Resource Allocation -- 5 Numerical Experiment -- 6 Conclusion -- Appendix A. Checking the Model for the Data from the Illustrative Example -- References -- Special Session on Computational Linguistics, Information, Reasoning, and AI 2022 (CompLingInfoReasAI'22) -- Towards Ontology-Based End-to-End Domain-Oriented KBQA System -- 1 Introduction -- 2 Related Work -- 2.1 Information Extraction -- 2.2 KBQA Methods -- 3 Methods -- 3.1 KB-Filling Methods -- 3.2 KBQA-Methods -- 4 Results -- 4.1 Datasets -- 4.2 KB-Filling Methods -- 4.3 KBQA-Methods -- 5 System Robustness Experiments -- 6 Conclusion -- References -- TFEEC: Turkish Financial Event Extraction Corpus -- 1 Introduction -- 2 Related Work -- 2.1 Event Extraction Corpora -- 2.2 Data Expansion -- 3 Corpus Construction -- 4 Data Expansion Methodology -- 5 Evaluations -- 5.1 Event Extraction Cycle -- 5.2 Dataset -- 6 Conclusion -- References -- Special Session on Intelligent Systems Applications (ISA). , Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques -- 1 Introduction -- 2 Case Study -- 3 Soft Computing Techniques Used -- 3.1 Feature Extraction Methods -- 3.2 Classification Methods -- 4 Experiments and Results -- 4.1 Experiments -- 4.2 Results -- 5 Conclusions and Futures Works -- References -- Automating the Implementation of Unsupervised Machine Learning Processes in Smart Cities Scenarios -- 1 Introduction -- 2 Related Works -- 3 Framework for Intelligent Data -- 3.1 Data Ingestion Layer -- 3.2 Data Analysis Layer -- 3.3 Data Visualization Layer -- 4 Decarbonization Proposal: A Case Use -- 4.1 Data Ingestion Process -- 4.2 Data Analysis with Clustering and Classification Processes -- 5 Conclusions and Future Work Lines -- References -- Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks -- 1 Introduction -- 2 Methods -- 2.1 Feature Engineering -- 2.2 LSTM -- 2.3 GRU -- 3 Experiments and Results -- 3.1 Experiments -- 3.2 Results -- 4 Conclusions -- References -- Special Session on Mathematical Techniques in Artificial Intelligence and Machine Learning (MaTe-AI& -- ML) -- Explainable Artificial Intelligence on Smart Human Mobility: A Comparative Study Approach -- 1 Introduction -- 2 Explainable Artificial Intelligence and Human Mobility Research -- 2.1 Classification Versus Regression problems -- 2.2 XAI Research Methods in Human Mobility -- 3 Analysis of Human Mobility via XAI -- 3.1 Data Collection -- 3.2 Exploring XAI Methods -- 4 Results and Discussion -- 5 Conclusions -- References -- Recurrent Neural Networks as Electrical Networks, a Formalization -- 1 Introduction -- 2 Notation and Dynamics -- 3 Linearization Process -- 4 Electrical Networks -- 5 Discussion -- 6 Conclusions and Future Work -- References. , Special Session on New Perspectives and Solutions in Cultural Heritage (TECTONIC) -- Computer Vision: A Review on 3D Object Recognition -- 1 Introduction -- 2 Background on 3D Object Identification -- 3 Research Model -- 4 Discussion -- 5 Conclusion -- References -- An IoUT-Based Platform for Managing Underwater Cultural Heritage -- 1 Underwater Cultural Heritage: Threats and Challenges -- 2 A Sustainable Solution for the Conservation of Underwater Cultural Heritage -- 3 An Intelligent Platform for the Management of Underwater Cultural Heritage -- 3.1 A Layered-Based Architecture -- 3.2 Data Stages -- 3.3 Main Challenges -- 4 Conclusions and Future Work -- References -- Doctoral Consortium -- Overview: Security in 5G Wireless Systems -- 1 Introduction -- 2 5G Architecture -- 2.1 Physical Architecture -- 2.2 Service-Based Architecture -- 2.3 SDN -- 2.4 NFV -- 3 Security in 5G Networks -- 4 5G Versus 4G -- 5 Potential Solutions to Security Problems -- 6 Conclusion -- References -- A Study on the Application of Protein Language Models in the Analysis of Membrane Proteins -- 1 Problem Statement -- 2 Related Work -- 3 Hypothesis -- 4 Proposal -- 5 Preliminary Results -- 6 Reflections -- References -- Visualization for Infection Analysis and Decision Support in Hospitals -- 1 Medical Problem and Background -- 2 Hypothesis and Planned Approach -- 3 Preliminary Results -- 3.1 Visualization Models for Epidemiology Analysis -- 3.2 Agent-based Simulation of Clostridium Difficile Infection -- 4 Current State -- References -- An Intelligent and Green E-healthcare Model for an Early Diagnosis of Medical Images as an IoMT Application -- 1 Introduction -- 2 Motivation -- 3 Objectives and Aim of Study -- 4 Related Work -- 5 E-healthcare Model -- 5.1 Image Acquisition Layer -- 5.2 Fog Layer -- 5.3 Cloud Layer -- 6 Proposed Image Segmentation Model. , 7 Proposed Green VM Placement Model -- References -- Towards Highly Performant Context Awareness in the Internet of Things -- 1 Introduction -- 2 Existing Solutions for Concept Drift Detection -- 3 Performance Investigations in Data Science -- 4 Proposing a Research Approach -- 5 Conclusion and Outlook -- References -- Adaptive System to Manage User Comfort Preferences and Conflicts at Everyday Environments -- 1 Introduction -- 2 Multi-agent System -- 2.1 Assumptions -- 2.2 Multi-agent System Architecture -- 2.3 Multi-agent System Schema -- 3 Discussion and Conclusions -- References -- ML-Based Automation of Constraint Satisfaction Model Transformation and Solver Configuration -- 1 Problem Statement -- 2 Research Questions -- 3 Related Work -- 4 Proposal -- 5 Preliminary Results -- References -- The Impact of Covid-19 on Student Mental Health and Online Learning Experience -- 1 Introduction -- 2 Literature Review -- 3 The Primary Research Questions -- 4 Methodology -- 4.1 Research Methods and Data Analysis -- 5 Conclusions and Future Work -- References -- Threat Detection in URLs by Applying Machine Learning Algorithms -- 1 Problem Statement -- 1.1 Hypothesis -- 2 Related Work -- 2.1 Word Embedding -- 3 Proposal -- 3.1 Model Configuration -- 4 Preliminary Results -- 5 Reflections -- References -- An Approach to Simulate Malware Propagation in the Internet of Drones -- 1 Introduction -- 2 Cybersecurity Aspects -- 3 Malicious Code Propagation Aspects -- 3.1 Internet of Drones Networks -- 3.2 Attacks Examples Scenarios -- 4 Conceptual Foundations of the Propagation Model -- 5 Conclusions and Further Work -- References -- Correction to: Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference. , Correction to: Chapter "Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference" in: J. M. Machado et al. (Eds.): DCAI 2022, LNNS 585, 2023. https://doi.org/10.1007/978-3-031-23210-7 -- Author Index.

Note: Suppl. to: Deep-sea research and Oceanographic abstracts