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Advances in Systems Engineering : Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023, Las Vegas, Nevada, USA August 22-24, 2023 / / edited by Henry Selvaraj, Grzegorz Chmaj, Dawid Zydek
| Advances in Systems Engineering : Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023, Las Vegas, Nevada, USA August 22-24, 2023 / / edited by Henry Selvaraj, Grzegorz Chmaj, Dawid Zydek |
| Autore | Selvaraj Henry |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (531 pages) |
| Disciplina |
629.8312
003 |
| Altri autori (Persone) |
ChmajGrzegorz
ZydekDawid |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Control engineering
Computational intelligence Control and Systems Theory Computational Intelligence |
| ISBN | 3-031-40579-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Contents -- Machine Learning/AI -- Energy Demand and Renewable Energy Generation Forecasting for Optimizing Dispatching Strategies of Virtual Power Plants Using Time Decomposition-Based DLinear -- 1 Introduction -- 2 Proposed Work -- 2.1 VPP Energy Optimization Scheduling -- 2.2 Time Decomposition-Based DLinear -- 3 Experiment and Result Analysis -- 4 Conclusion -- References -- AiDashcam: A Vehicle Collision Responsibility Evaluation System Based on Object Detection and OpenStreetMap -- 1 Introduction -- 2 Related Work -- 3 Vehicle Collision Responsibility Evaluation System -- 3.1 Design of the System -- 3.2 Crash Time Detection and Responsibility Assessment -- 4 Experiments -- 5 Conclusions -- References -- Forecasting the Effect of Dust and Irradiance in PV Panel Using Image Processing and ANN -- 1 Introduction -- 2 Impact of Dust in Solar Panels -- 3 Present Cleaning Techniques -- 3.1 Manual Cleaning -- 3.2 Vacuum Suction Device Cleaning -- 3.3 Self-cleaning Nano Film -- 4 Digital Image Processing -- 5 Methodology -- 6 Forecasting Using Neural Network -- 7 Conclusion -- References -- BigData (Data Mining, Data Warehouses, Sensor Networks, Data Classification, Regression) -- A New Credit Scoring Model to Reduce Potential Predatory Lending: A Design Science Approach -- 1 Introduction -- 2 Background -- 2.1 Credit Scoring Models -- 2.2 FICO Credit Scoring -- 3 Research Aims -- 4 Methodology -- 4.1 Design Research Science -- 4.2 Logistic Regression Model -- 5 Experiment Setup -- 5.1 Data -- 5.2 Design and Build -- 6 Results Discussion -- 7 Conclusion -- 8 Potential Limitations -- Appendix A: Factors and Variables Used to Create a New Credit Scoring Model -- References -- Cooperative Spectrum Sharing in Cognitive Radio Networks with Energy Harvesting -- 1 Introduction -- 1.1 Contributions -- 1.2 Organization of Paper.
2 System Model and Problem Formulation -- 3 Artificial Bee Colony Based Optimization -- 4 Simulation Results -- 5 Conclusion -- References -- Predicting COVID-19 Infected Cases: Exploring Stacked Generalization with Japanese Data -- 1 Introduction -- 2 Related Work -- 3 Proposed Stacking-Ensemble Approach -- 4 Implementation -- 4.1 Dataset -- 4.2 Data Preprocessing -- 4.3 Training LSTM and GRU Networks -- 4.4 Training XGBoost Classifier -- 4.5 Predicting Future Infected Cases and Calculating Prediction Interval -- 5 Result and Evaluation -- 6 Discussion -- 7 Conclusion -- References -- Intelligent Systems, Systems Engineering -- Mining Career Patterns from Job Portals with Relevance to Oman -- 1 Introduction -- 2 Literature Review -- 3 Proposed Model -- 3.1 Methodology -- 3.2 Implementation Plan -- 4 Results and Discussion -- 5 Conclusion -- References -- Ranking of Web Search for Best Link Identification by Using Hierarchy of Web Page Content -- 1 Introduction -- 2 Existing Work -- 3 Methodology -- 4 Experimentation -- 4.1 Survey -- 4.2 Search Term Frequency Extraction -- 5 Conclusion -- 6 Future Work -- References -- Analysis of Software Cost Models Based on Exponential Software Reliability Growth Models -- 1 Introduction -- 2 Existing Software Reliability Growth Model -- 3 Software Reliability Cost Models -- 3.1 Software Reliability Cost Model (Model-1) -- 3.2 Software Reliability Cost Model with Penalty Cost (Model-2) -- 3.3 Software Reliability Cost Model with Risk Cost (Model-3) -- 4 Optimal Release Problem -- 4.1 Optimum Release Policy -- 5 Result and Analysis -- 6 Conclusion -- References -- Hardware Optimization in Data Mining Using Logical Synthesis -- 1 Introduction -- 2 Logical Synthesis Methods -- 3 Index Generation Function -- 4 Linear Decomposition -- 5 Conclusions -- References. Quantification of B0 Inhomogeneities in the Abdomen at 3 T -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Cervical Cancer Tumor Delineation for Brachytherapy Using Diffusion Weighted Images -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- The Use of Strychnos Potatorum in an Environmental IoT System for the Treatment of Commercial and Domestic Washing Discharge in Continuous Column Studies -- 1 Introduction -- 1.1 Methods of Water Treatment -- 2 Batch Experiment -- 2.1 Preparation of Strychnos Potatorum -- 2.2 Discharge Collection from Washing Machine -- 2.3 Preparation of Synthetic Turbid Water -- 3 Results and Discussion -- 3.1 Effect of Initial Turbidity -- 3.2 Effect of pH -- 3.3 Effect of Size -- 3.4 Effect of Dosage -- 3.5 Instrumental Analysis -- 4 Column Studies -- 4.1 Effect of Adsorbent Bed Height -- 4.2 Effect of Flow Rate -- 5 Conclusion -- 6 Future Scope -- References -- Cybersecurity in Networks, IoT, Physical Systems and other Areas -- Applying Machine Learning to Minimize the Impact of Sensor Failures to RTOS Based Internet of Things Systems -- 1 Introduction -- 2 Related Work -- 3 Proposed Architecture and Dataset Used -- 3.1 Dynamic Voltage and Frequency Scaling (DVFS) -- 3.2 Cache -- 3.3 Missing Data Restoration Using ML Approach -- 3.4 Dataset -- 4 Experiments and Results -- 4.1 Dvfs -- 4.2 ML Methods -- 4.3 Case Analysis: Impact of Missing Data and Imputed Data on Application -- 5 Conclusions -- References -- Detecting Cyber-Attacks and Power System Disturbances in Smart Grids with Deep Forest -- 1 Introduction -- 2 Simulated Smart Grid System Architecture and Datasets -- 3 Deep Forest -- 3.1 Cascade Forest Structure -- 3.2 Multi-grained Scanning -- 3.3 Architecture of Deep Forest -- 4 Performance Evaluation and Results -- 5 Conclusion. References -- Forensics with IoT Based Systems' Evidences: A Futuristic Review on Forensic and IoT Frameworks -- 1 Introduction -- 2 Literature Review -- 2.1 DF Challenges in IoT -- 2.2 Enhancement of IoT Investigation -- 2.3 IoT Forensıcs Framework Development -- 3 Proposed IoT Framework Discussion -- 4 Future Work and Conclusıon -- 4.1 Recommendations -- References -- The Analysis of Security Properties for Dynamic Privacy-Policy in Data Collection and Access Control -- 1 Introduction -- 2 Policy Graph for a Dynamic Data Collection and Access Control -- 3 Policy Analysis with Examples in a Wearable Device -- 4 Conclusion and Future Works -- References -- Analog and Digital Hardware Systems (Real-time Systems / RTOS, Embedded Systems, Hybrid Embedded Systems, Mixed Signal Designs) -- Design Optimization of Wide TR LC-VCOs -- 1 Introduction -- 2 Analysis of VCOs Frequency Tuning Range in Millimeter-Wave -- 3 Proposed Design Methodology for a Wide TR LC-VCOs -- 4 Conclusion -- References -- Analog Frequency Sampling Filters -- 1 Introduction -- 2 Type 1 Frequency Sampling Filters -- 2.1 Complex Impulse Response -- 2.2 Complex Impulse Response and Linear Phase -- 2.3 Real Impulse Response -- 2.4 Real Impulse Response and Linear Phase -- 3 Type 2 Frequency Sampling Filters -- 3.1 Complex Impulse Response -- 3.2 Complex Impulse Response and Linear Phase -- 3.3 Real Impulse Response -- 3.4 Real Impulse Response and Linear Phase -- 4 Implementation Considerations -- 5 Summary -- A Appendix -- References -- The Design and Implementation of Linear Phase Analog Frequency Sampling Filters -- 1 Introduction -- 2 An Optimization Method for the Design of Linear Phase Frequency Sampling Filters -- 3 Examples -- 3.1 Example 1. Coefficients for a Type 1 Frequency Sampling Filter -- 3.2 Example 2. A Low-Pass Type 2 Frequency Sampling Filter -- 4 Summary -- References. XI Bass: Design of a Smart Sound Application that Implements the "Physical Feel" of Playing Slap Bass -- 1 Introduction -- 2 Prior Example -- 2.1 Smartphone Bass Applications -- 2.2 ベースの構 と奏法 Parts of Bass Guitar and Technique -- 3 XI BASSのメカニズム XI BASS Mechanism Design -- 3.1 Basic Design -- 3.2 Mechanism of Function to Reproduce Bass-Slap Operation -- 3.3 Reproduction of the Tactile Sensation of Bass Strings by Vibration -- 3.4 Differences from Previous Research -- 4 Conclusion and Future Work -- References -- Control Systems, Aerospace Systems -- A Transposed Jacobian Position Control for Differential Drive Mobile Robots -- 1 Introduction -- 2 Equations of Motion -- 3 Transposed Jacobian Control -- 4 Simulation Results -- 5 Conclusion -- References -- Neural Extended Kalman Filter Tracker Using the ReLu Function -- 1 Introduction -- 2 Summary of the NEKF -- 2.1 Jacobians of the State-Coupling Function -- 3 ReLU Activation Function -- 4 Target Tracking Scenario -- 5 Results -- 6 Conclusions -- References -- Adaptive Spacecraft Attitude Control and Asteroid Parameter Estimation -- 1 Introduction -- 2 Asteroid-Orbiting Spacecraft Attitude Dynamics -- 3 Adaptive Control System -- 4 Gradient-Based Adaptation Law -- 5 Simulation Results -- 6 Conclusions -- References -- Joint Power Control and Altitude Planning for Energy-Efficient UAV-Assisted Vehicular Networks -- 1 Introduction -- 2 System Model -- 2.1 Problem Formulation -- 3 Proposed Algorithm -- 3.1 Addressing the Fractional Objective Function in (12) -- 3.2 Addressing Problem (14) -- 3.3 Computational Complexity Analysis of Algorithm1 -- 4 Simulation Results -- 5 Conclusion -- References -- Power Systems (Renewable Energy, Environmental Systems, Smart Grids, Renewable Energy, Nuclear Energy) -- Estimating Service Regions for Battery Exchange Stations -- 1 Introduction -- 2 System Model. 3 Formulation of Coverage Area Estimation. |
| Record Nr. | UNINA-9910736978203321 |
Selvaraj Henry
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the 27th international conference on systems engineering, ICSEng 2020 / / Henry Selvaraj, Grzegorz Chmaj and Dawid Zydek (editors)
| Proceedings of the 27th international conference on systems engineering, ICSEng 2020 / / Henry Selvaraj, Grzegorz Chmaj and Dawid Zydek (editors) |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XV, 466 p. 240 illus., 143 illus. in color.) |
| Disciplina | 629.8 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Systems engineering
Automatic control Computational intelligence |
| ISBN | 3-030-65796-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Track Registration Association Technique – Feature Analysis -- Performance and Fault Detection Analysis of an Induction Motor Using Shapelet -- Analysis of Wind Energy Impact on Power Systems Stability Using Lyapunov Exponents -- A Prototype Telepresence Robot for Use in the Investigation of Ebola and Lassa Virus Threatened Villages in Nigeria -- Hamiltonian-Based Libration Point Orbit Control on Manifold of Constant Energy -- State and Control Input Limitations in Sliding Mode Control with System Uncertainties -- Pointing Orientations for Manipulator End-Effectors -- Non-switching Reaching Law Based DSMC Strategies in the Context of Robustness Comparison -- Different Approaches to Threshold Estimation for Variation Mode Decomposition-based Signal Denoising -- Differential Evolution with Taguchi Crossover Using Polar Coordinates -- A Smart Environment Monitoring Application for Mobile Internet of Things -- Problems with the Corporate Information System for Work Efficiency Improvement -- Proposal and Prototype of Video Playback Method Based on Walking Speed. |
| Record Nr. | UNINA-9910483618403321 |
| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Progress in Systems Engineering : Proceedings of the Twenty-Third International Conference on Systems Engineering / / edited by Henry Selvaraj, Dawid Zydek, Grzegorz Chmaj
| Progress in Systems Engineering : Proceedings of the Twenty-Third International Conference on Systems Engineering / / edited by Henry Selvaraj, Dawid Zydek, Grzegorz Chmaj |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (844 p.) |
| Disciplina | 620.7 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Control engineering
Robotics Mechatronics Automation Control, Robotics, Mechatronics Robotics and Automation Control and Systems Theory |
| ISBN | 3-319-08422-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Titan Science Return Quantification -- Robust Output Feedback Attitude Control of Spacecraft Using Solar Radiation Pressure -- Online Near-Optimal Path Planning to Back-up Aircraft Mission Capabilities in Emergency Conditions -- Nonlinear Optimal Tracking With Incomplete State Information Using State Dependent Riccati Equation -- Nonlinear Position Control of DC Motor Using Finite-Horizon State Dependent Riccati Equation -- Generalization of the Observer Principle for Youla-parametrized Regulators -- The Compensation of N-th Order Bilinearity Applied with Model Based Controller -- Estimation For Target Tracking Using A Control Theoretic Approach: Part 2 -- Identification of Fractional Order Models: Application to 1D Solid Diffusion System Model of Lithium Ion Battery Cell -- Robust Adaptive Control of the Dynamic Multilinked Object: Control of Robot Manipulator -- Modeling and Identification of a Fractional-order Discrete-time Laguerre-Hammerstein System -- A Comparative Study of Model-based and Data-based Model Order Reduction Techniques of Nonlinear Systems -- Optimised Job-Shop Scheduling via Genetic Algorithm for a Manufacturing Production System -- 3D CFD Simulation of the Thermal Performance of an Air Channel Solar Heater -- A Compact Heat Pump Concept Utilizing High Speed Rotation -- Experimental Investigation of Spray Evaporation on a Flat Flake Surface with Constant Heat Flux -- Life Cycle Assessment of Circulating Fluidized Bed Combustion with CO2 Post-combustion Capture -- Suggested Simulation of the First Copper-Chlorine Reactor Step for Solar Hydrogen Generation Process -- Voltage regulation in Resonant Coupled Systems for Near Field Power Transfer -- Security Breach Possibility with RSS-Based Localization of Smart Meters Incorporating Maximum Likelihood Estimator -- Active/Reactive Power Control of Three Phase Grid Connected Current Source Boost Inverter Using Particle Swarm Optimization -- Anti-islanding Test results for Multiple PV Inverter Operations -- Presentation of a Fuzzy Control Training and Test System -- Web Service Intrusion Detection Using a Probabilistic Framework -- Multi-Agent Reinforcement Learning Control for Ramp Metering -- Intelligent system concept for high-energy performance and adaptable user comfort -- Sparse hidden units activation in Restricted Boltzmann Machine -- Accelerated learning for Restricted Boltzmann Machine with momentum term -- Optimizing Interface Area of Percolated Domains in Two Dimensional Binary Compound: Artificial Neural Network Modeling on Monte Carlo Experiments -- Cognitive Science Based Scheduling in Grid Environment -- Vulnerability Evaluation of Multiplexing PUF for SVM Attacks -- Autonomous Visualization for Mitigating Lack of Peripheral Vision in Remote Safe Teleoperation -- Improving Multi-Panel Lamination Process Optimization using Response Surface Methodology and Neural Network -- Selecting Right Questions with Restricted Boltzmann Machines -- A Semantic Approach for Identifying Assurance Deficits in Unmanned Aerial Vehicle Software -- A Load Optimization Considering Reverse Synergy that may Occur with Mixed Load -- Predictability of Firm Financial Sustainability Using Artificial Neural Networks: The Case of Qatar Exchange -- The Periodic Signal Filtration Using the Robust Digital Filter Order Calculation Optimized by Approximation -- A Reasoning System for Predicting Study Level based on Users Watching Behaviors -- Temporal Constraints and Sub-Dimensional Clustering for Fast Similarity Search over Time Series Data. Application to Information Retrieval Tasks -- Active Learning Based on Random Forest and Its Application to Terrain Classification -- Classification of multichannel EEG signal by linear discriminate analysis -- Virtual Enterprise Process Monitoring: An Approach Towards Predictive Industrial Maintenance -- Module-based Release Management for Technical Changes -- Trajectory Optimization by Particle Swarm Optimization in Motion Planning -- Cost Model for an Integrated Load Carrier Design Process in the Lithium-ion Battery Production.- Sensorless Force Estimation for a Two-Link Manipulator Based Upon Linear Dynamics -- A Joint-Space Parametric Formulation for the Vibrations of Symmetric Gough-Stewart Platforms -- Software Project Planning Using Agile -- A Modeling Approach to Support Safety Assurance in the Automotive Domain -- Dynamic OD Transit Matrix Estimation: Formulation and Model-building Environment -- Microstrip Spiral Resonator for the UWB Chipless RFID Tag -- An Evaluation of Intrusion Detection System on Jubatus -- A System for Conceptual Design Based on Energy-Informational Model -- An Algorithm for Multi-Source Geographic Data System -- Methodology and Platform for Business Process Optimization -- Review and Refined Architectures for Monitoring, Information Exchange, and Control of Interconnected Distributed Resources -- Lossless Compression of Climate Data -- Parameter Trade-off And Performance Analysis of Multi-core Architecture -- Approximation Algorithms for Utility-maximizing Network Design Problem -- Network Energy Reduction via an Adaptive Shutdown Algorithm -- Improving TCP Performance in Mix Networks -- An Epidemic Routing with Low Message Exchange Overhead for Delay Tolerant Networks -- EEIS-An Energy Efficient at Idle Slots MAC layer protocol -- Identification of Redundant Node-Clusters for Improved Face Routing -- Distributed processing applications for Unmanned Aerial Vehicles: A Survey -- UAV Cooperative Data Processing Using Distributed Computing Platform -- Implementation of an Efficient Library for Asynchronous Circuit Design with Synopsys -- A Dynamic System Matching Technique-An Analytical Study -- On the Effect of High Power Amplifier Non-linearity on the Ergodic Capacity of Multihop MIMO-OFDM Amplify-and-Forward Relay Network -- Stability Analysis of Continuous Time Sigma Delta Modulators -- Counting of water-in-oil droplets for targeted drug delivery systems using capacitive sensing technique -- Privacy Preserving Biometric Voice Authentication System -- SIPPA-based Approach -- Monitoring Urban and Land Use Changes in Al-Kharj Saudi Arabia using Remote Sensing -- Expert Systems Based Response Surface Models for Multidisciplinary Design Optimization -- A Survey of Approaches Used in Parallel Architectures and Multi- core Processors, For Performance Improvement -- Aligning Systems Engineering and Project Management Standards to Improve the Management of Processes.- Effect of the Groove Dimensions and Orientation on the Static and Dynamic Performance of Non-recessed Hybrid Journal Bearing -- Understanding Asynchronous Distributed Collaboration in an Enterprise Systems Engineering Context -- A Design Model for Rapid Transit Networks Considering Rolling Stock's Reliability and Redistribution of Services During Disruptions -- Management System Architecture for 3D Audio Evaluation Database -- A Generic Metamodel for Context-Aware Applications -- Cost Effectiveness of Coverage-Guided Test-Suite Reduction for Safety-Relevant Systems -- Towards a Holistic Definition of System Engineering: Paradigm and Modeling Requirements -- Migration from Legacy Systems to SOA Applications: A Survey and an Evaluation -- An Approach to Schedule Production using the Reservation Tables -- Applying System of Systems Engineering Approach to Build Complex Cyber Physical Systems -- Model Integration and Model Transformation Approach for Multi-Paradigm Cyber Physical System Development -- 2D Multi-Slice and 3D k-Space Simulations using a 3D Quadric Head Phantom with MRI Properties -- Classification of Lungs Nodule Using Hybrid Features from CT Scan Images -- A Smart Carpet Design for Monitoring People -- Rationalisation of the Maintenance Process of transport telematics system comprising two types of periodic inspections -- An Adaptive Controller of Traffic Lights using Genetic Algorithms -- Parameters Analysis of Satellite Support System in Air Navigation -- Selected Issues of the Reliability Analysis of GSM-R in Poland -- Speed-Volume Relationship Model for Speed Estimation on Urban Roads in Intelligent Transportation Systems -- Superpixel Based Semantic Segmentation for Assistance in Varying Terrain Driving Conditions -- Emotion Estimation using Geometric Features from Human Lower Mouth Portion -- Cognitive Based Sentence Level Emotion Estimation through Emotional Expressions -- 83 - Hybrid Multilingual Key Terms Extraction System for Hindi and Punjabi Text -- Sentiment and Emotion Prediction through Cognition: A Review -- A Short Review for Mobile Applications of Sentiment Analysis on various domains -- Human Cognition and Vision Based Earlier Path Determination System for Indoor Mobile Robot Path Planning -- Teaching Learning Based Optimization (TLBO) based Improved Iris Recognition System -- Acceleration based Particle Swarm Optimization (APSO) for RNA Secondary Structure Prediction -- Performance Analysis of Zone Based Features for Online Handwritten Gurmukhi Script Recognition using Support Vector Machine -- Words Are Analogous To Lymphocytes: A Multi-Word-Agent Autonomous Learning Model -- Agile Rough Set Based Rule Induction to Sustainable Service and Energy Provision -- Intelligent Web Application Systems Testing through Value Based Test Case Prioritization -- Hybrid Identification of Bilinear Model in the Presence of Uncertainty and Absence of Sufficient Data -- A Fast Non-searching Algorithm for the High-Speed Target Detection -- A Comparative Study of Video Splitting Techniques -- Trajectory Based Unusual Human Movement Identification for Video Surveillance System -- Design And Implementation of Novel Algorithms For Frequent Pattern Trees -- Using Symbolic Functional Decomposition to Implement FSMs in Heterogenous FPGAs -- Efficient Functional Decomposition Algorithm Based on Indexed Partition Calculus -- Rule induction based on logic synthesis methods -- Simpler Functions for Decomposition -- Node . |
| Record Nr. | UNINA-9910299857403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||