| Pubbl/distr/stampa |
Singapore : , : Springer, , [2021]
|
| Descrizione fisica |
1 online resource (xiv, 541 pages) : illustrations (some color)
|
| Disciplina |
621.382
|
| Collana |
Smart innovation, systems, and technologies
|
| Soggetto topico |
Artificial intelligence
Automatic control
Telecommunication
|
| ISBN |
981-336-632-X
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- Generative Adversarial Network for Detecting Cyber Threats in Industrial Systems -- 1 Introduction -- 2 Generative Adversarial Network -- 3 Related Works -- 4 Architecture of GAN -- 5 Training and Testing Algorithms -- 6 Quality Assessment of Neural Network -- 7 Conclusion -- References -- Detection and Prediction of Safety Faults in Inter-Device Networks Applying a Set of Data-Driven Methods -- 1 Introduction -- 2 The Related Works -- 3 Safety Failure Analysis and Prediction -- 3.1 Data-Driven Failure Analysis -- 3.2 Module for Calculating the Regions of Consistency -- 3.3 Fault Detection Module -- 3.4 Failure Prediction Module -- 4 Experimental Results -- 5 Conclusion -- References -- Development of an Algorithm for Determining the Railway Tracks on Video Image -- 1 Introduction -- 2 Algorithm -- 2.1 Frame Extraction -- 2.2 Key Point Classification -- 2.3 Noise Removing -- 2.4 Masking -- 3 Results -- 4 Conclusion -- References -- Hardware and Software System for Collection, Storage and Visualization Meteorological Data from a Weather Stand -- 1 Introduction -- 2 Architecture of Hardware and Software System -- 3 Analog Review -- 4 Hardware Selection -- 4.1 Microcontroller Selection -- 4.2 Sensors Selection -- 5 System for Collection, Storing and Visualization of Meteorological Data from the Weather Stand -- 5.1 Work with Database -- 5.2 System Development Stages -- 5.3 Design of the Stand -- 5.4 Algorithm for Data Collecting and Sending -- 5.5 Receiving and Writing to a Database on a Computer -- 5.6 Reading and Visualizing Data from the Database -- 6 Example of System Work -- 6.1 Python Scripts -- 6.2 C# Program -- 7 Conclusion -- References -- Plant Disease Recognition Based on Multi-dimensional Features of Leaf RGB Images -- 1 Introduction -- 2 Our Proposed Recognition System.
2.1 Plant Disease Recognition System on Fuzzy Logic -- 2.2 Plant Disease Recognition System Using Neural Network -- 2.3 Main Results of Statistical Modeling of Fuzzy Logic and Neural Network System -- 3 Plant Disease Recognition System on Multi-dimensional Descriptions of Leaf RGB Images -- 3.1 Normalization -- 3.2 Using an Adjacency Matrix (GLCM Matrix) -- 3.3 Reference description -- 3.4 Target Image Description -- 3.5 Diagnostic Algorithm -- 4 Conclusion -- References -- Methodology of Service Development with a Single Application Programming Interface -- 1 Introduction -- 2 Application Architecture -- 2.1 Frontend -- 2.2 Backend -- 3 User Registration and Authorization -- 4 Using the Same GET/POST Requests for Different Clients -- 5 Documenting the Implemented API -- 6 Backward Compatible Versions -- 7 Conclusion -- References -- Using Symbolic Computing to Find Stochastic Process Duration Distribution Laws -- 1 Introduction -- 2 Materials and Methods -- 2.1 Analytical Method of Obtaining the Process Duration Distribution Law -- 2.2 Stochastic Process Simulation with GPSS World -- 2.3 Software Implementation of the Solution in MATLAB -- 2.4 Finding MGFs of Processes with Concurrent Activities -- 3 Results -- 3.1 Study of Stochastic Processes Without Concurrent Activities -- 3.2 Study of Stochastic Processes with Concurrent Activities -- 4 Discussion -- 5 Conclusion -- Appendix -- References -- Comparison of the Shape of Digital Models of Pump Components -- 1 Introduction -- 2 Algorithm for the Comparison of 3D Models of Pump Components Using Shape Functions -- 3 Point Set Selection -- 4 Histogram Generation -- 5 Comparison of Histograms -- 6 Testing the Software Implementation of the 3D Model Comparison Algorithm -- 7 Conclusions -- References -- Parametric Oscillations of Viscoelastic Orthotropic Rectangular Plates of Variable Thickness.
1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Methods and Technologies for Protecting Pharmaceutical Products in Polymer Packaging from Counterfeiting -- 1 Introduction -- 2 Problem Definition -- 3 Polymer Packaging Encryption -- 4 Identifying Polymer -- 5 Polymer Film Encryption and Identification Algorithms -- 6 Testing -- 7 Conclusion -- References -- Solving Multicriteria Optimization Problem for an Oil Refinery Plant -- 1 Introduction -- 2 Data Identification -- 3 Pareto Optimality -- 4 Conclusion -- References -- Methods and Techniques for Increasing the Accuracy of Continuous Non-invasive Blood Pressure Measurement Under Dynamic Loads -- 1 Introduction -- 2 Methodology and Experimental Setup -- 3 Experimental Results -- 3.1 Comparison of Non-invasive BP Measurement in the Finger and Invasive BP Measurement in the Radial Artery at Rest -- 3.2 Quantifying the Accuracy of the BP Measurement Under a Significant Measurement Condition Change -- 4 Discussion on Further Improvements -- 5 Conclusions -- References -- Computer Modeling of Robust Control of Vibrationless Movement of Multi-mode Flexible Structures -- 1 Introduction -- 1.1 Preliminaries -- 1.2 State of the Art -- 2 Problem Setting -- 3 Approaches and Methods -- 4 Results -- 5 Conclusion -- References -- Feature-Based Plant Seedlings Classification -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data -- 2.2 Data Preprocessing -- 2.3 Feature Selection -- 2.4 Color Features -- 2.5 Shape Features -- 2.6 Classification -- 3 Results -- 3.1 Metric -- 3.2 Models Comparison -- 4 Conclusion -- References -- Medical Training Simulation in Virtual Reality -- 1 Introduction -- 2 Modern Medical Simulation Market -- 2.1 Market Overview -- 2.2 Medical Simulators -- 3 Our Approach in the Development of Medical Simulation -- 3.1 Key Aspects.
3.2 Realistic Visualization -- 3.3 Creating Models Based on Patient's Data and Anatomical Atlases -- 3.4 Haptic Feedback -- 4 Conclusion -- References -- Application of the Hybrid Model to Numerical Modeling of the Urban Transport Network Topology -- 1 Introduction -- 2 The Main Approaches to the Construction of Transport Network Models -- 2.1 SUMO-Discrete Micro-level Simulator -- 2.2 The Macro-level Mathematical Model -- 2.3 Numerical Method for the Macro-model Solution -- 3 Prerequisites for the Transition Between Micro- and Macro-levels -- 4 Interaction Between the micro- and Macro-model Levels -- 5 Experiment -- 6 Conclusion -- References -- Synchronization Scheme for UWB Wireless Sensor Network System -- 1 Introduction -- 2 System Modeling -- 2.1 Transmitter -- 2.2 Signal-to-Noise Ratio Control -- 2.3 Receiver -- 3 Orthogonal Sequences -- 3.1 Definition and Properties of OOC -- 3.2 Definition and Properties of M-Sequences -- 4 Results and Discussion -- 5 Conclusion -- References -- The Deep Survival Forest and Elastic-Net-Cox Cascade Models as Extensions of the Deep Forest -- 1 Introduction -- 2 Some Basic Definitions of Survival Analysis -- 3 The Elastic Net Method in Survival Analysis -- 4 Random Survival Forests and Deep Forests -- 5 The DSF and the ENCC -- 6 Numerical Experiments -- 7 Conclusion -- References -- An Explanation Method for Siamese Neural Networks -- 1 Introduction -- 2 Siamese Neural Networks, Perturbations, and Prototypes -- 3 The Proposed Method for the SNN Explanation -- 4 Numerical Experiments -- 5 Conclusion -- References -- Hierarchical Multi-agent System for Production Control Using KPI Reconciliation -- 1 Introduction -- 2 The Hierarchical Multi-agent Control Systems -- 3 Algorithms of Agents' Interaction -- 3.1 Algorithms of Interaction Between Agents in Adjacent Levels.
3.2 Algorithms of Interaction Between Agents of the Same Level -- 4 Implementation of Data Exchange -- 4.1 Implementation of Data Exchange Between Agents -- 4.2 Implementation of Data Exchange Between Agent and PLC -- 5 Conclusion -- References -- Semi-supervised Learning for Medical Image Segmentation -- 1 Introduction -- 2 The Suggested Approach -- 3 Experiments -- 4 Discussion -- 5 Conclusion -- References -- Developing a New Generation of Reconfigurable Heterogeneous Distributed High Performance Computing System -- 1 Introduction -- 2 Materials and Method -- 3 Results -- 3.1 The Proposed Architecture of Reconfigurable Heterogeneous Distributed HPC System -- 3.2 The Proposed Architecture of the Computing Node -- 3.3 The Proposed Architecture of the EDGE RH HPC -- 3.4 Developed and Deployed Reconfigurable Accelerator for DC-Cloud RH HPC -- 4 Discussion -- 5 Conclusions -- References -- Usage of a BART Algorithm and Cognitive Services to Research Collaboration Platforms -- 1 Introduction -- 1.1 Research Workflow -- 1.2 Modeling and Investigations Approach in Collaboration Systems -- 2 Modeling Interactions in a Collaboration Environment -- 2.1 Usage of CRISP-DM -- 2.2 Regression Tree -- 2.3 BART Algorithm -- 3 Empirical Results -- 4 Conclusion -- References -- A Computer-Aided Diagnosis System in the Diagnosis of Multiple Sclerosis -- 1 Introduction -- 2 Evaluation of CAD Systems -- 2.1 CAD Systems for Early Diagnosis of Multiple Sclerosis -- 2.2 CAD Systems for Monitoring and Prognosis of Multiple Sclerosis -- 3 Cognitive Assessment in Multiple Sclerosis -- 4 Conclusion -- References -- Predicting Students' Performance on MOOC Using Data Mining Algorithms -- 1 Introduction -- 2 Method and Data Mining Tools -- 3 Binary Classification -- 4 Classification Accuracy for Different Groups of Students -- 5 Conclusion -- References.
On the Implementation of the Planar 3D Model Using the Explicit Time Integration Scheme and the Statistical Front Tracking Method.
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| Record Nr. | UNINA-9910485049903321 |
Info
2017 IEEE Conference on Visual Analytics Science and Technology : proceedings, Phoenix, Arizona, USA, 1-6 October 2017 / / edited by Brian Fisher, Shixia Liu, Tobias Schreck ; IEEE ; IEEE Computer Society ; sponsored by the IEEE Visualization and Graphics Technical Committee (VGTC)