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Applied Computational Intelligence and Mathematical Methods : Computational Methods in Systems and Software 2017, vol. 2 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova
| Applied Computational Intelligence and Mathematical Methods : Computational Methods in Systems and Software 2017, vol. 2 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIV, 394 p. 142 illus.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-67621-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299890103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence Perspectives and Applications : Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy
| Artificial Intelligence Perspectives and Applications : Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (365 p.) |
| Disciplina |
006.3
620 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-18476-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Component Applications in Heterogeneous Distributed Systems -- A Cellular Automaton Based Approach For Real Time Embedded Systems Scheduling Problem Resolution -- Ways of Increasing of the Effectiveness of the Making Decisions by Intelligent Systems Using Fuzzy Inference.-´A Hybrid Model Based on Mutual Information and Support Vector Machine for Automatic Image Annotation -- Pose Estimation Using Local Binary Patterns for Face Recognition -- The Bioinspired Algorithm of Electronic Computing Equipment Schemes Elements Placement -- Informational System to Support the Design Process of Complex Equipment Based on the Mechanism of Manipulation And Management for Three-Dimensional Objects Models -- Combined Method of Analyzing Anaphoric Pronouns and Inter-sentential Relationships between Transitive Verbs for Enhancing Pairs of Sentences Summarization -- Hierarchical Approach for Vlsi Components Placement -- Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-like Algorithms -- Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization -- Self-Learning of The Containers Service Coordinator Agent in Multi-Agent Automation Environment of Transit Cargo Terminal -- On The Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer -- Predicting Financial Distress of Banks using Random Subspace Ensembles of Support Vector Machines -- Interdependence of Text Mining Quality and the Input Data Preprocessing -- Using Fuzzy Logic Controller in Ant Colony Optimization -- WSM Tuning in Autonomous Search via Gravitational Search Algorithms Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation.-Evaluation of the Accuracy of Numerical Weather Prediction Models -- Design of Fuzzy Controller for Hexacopter Position Control -- Implementation of Two Stages k-means Algorithm to Apply a Payment System Provider framework in Banking Systems.-An Artificial Intelligence Approach to Nutritional Meal Planning for Cancer Patients -- E2TS: Energy Efficient Time Synchronization Technique in Large Scale Wireless Sensor Network -- A Brief Survey on Event Prediction Methods in Time Series -- Integrating Grid Template Patterns and MultipleCommittees of Neural Networks in Forex Market -- A Comparison of Handwriting Grip Kinetics Associated with Authentic and Well-Practiced Bogus Signatures -- A Timetabling Applied Case Solved with ACO -- Visualization of Semantic Data -- Lexical Similarity Based Query-Focused Summarization Using Artificial Immune Systems -- A Novel Similarity Measure for Clustering CustomerTransactions Using Ternary Sequence Vector -- On the value of parameters of Use Case Points method -- Intelligent Integrated Decision Support System of the Territory Management -- Contextual Soft Classification Approaches for Crops Identification Using Multi-Sensory Remote Sensing Data: Machine Learning Perspective for Satellite Images -- Using the Deterministic Chaos in Variable Mode of Operation of Block Ciphers -- An Initial Study on the New Adaptive Approach for Multi-Chaotic Differential Evolution. |
| Record Nr. | UNINA-9910299839303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence Perspectives in Intelligent Systems : Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 1 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Petr Silhavy, Zdenka Prokopova
| Artificial Intelligence Perspectives in Intelligent Systems : Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 1 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (523 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-33625-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Classification Schema for the Job Shop Scheduling Problem with Transportation Resources: State-Of-The-Art Review -- Narration Framework of Chinese Ancient Fiction Images in the Digital Environment -- Toward Computing Oriented Representation of Sets -- Simplified Version of White Wine Grape Berries Detector Based on SVM and HOG Features -- Automated Product Design and Development Using Evolutionary Ontology -- Energy Conservation Technique on Multiple Radio Incorporated Smart Phones -- Real Time Tasks Scheduling Optimization Using Quantum Inspired Genetic Algorithms -- Fuzzy Energy Aware Real Time Scheduling Targeting Mono-Processor Embedded Architectures -- Total Tardiness Minimization in a Flow Shop With Blocking Using An Iterated Greedy Algorithm -- A Firefly Algorithm to Solve the Manufacturing Cell Design Problem -- Solving the Manufacturing Cell Design Problem Via Invasive Weed Optimization -- VLSI Placement Problem Based on Ant Colony Optimization Algorithm -- Pattern Recognition on the Basis of Boltzmann Machine Model -- Parallel Genetic Algorithm Based on Fuzzy Controller for Design Problems -- To Scheduling Quality of Sets of Precise Form Which Consist of Tasks of Circular And Hyperbolic Type In Grid Systems -- Exploring Performance of Instance Selection Methods in Text Sentiment Classification -- Placement of Vlsi Fragments Based on A Multilayered Approach -- Genetic Algorithm Approach in Optimizing the Energy Intake for Health Purpose -- Formal Verification and Accelerated Inference -- A Hybrid Approach to Automated Music Composition -- Detection of White Grapes in Natural Environment Using Neural Network as A Classifier -- A Concept of Innovative Speech Interfaces With Augmented Reality and Interactive Systems for Controlling Lifting Devices -- Sentiment Analysis of Customer Reviews Using Robust Hierarchical Bidirectional Recurrent Neural Network -- Binary Image Quality Assessment - A Hybrid Approach Based on Binarization Evaluation Methods -- Biogeography-Based Optimization Algorithm for Solving the Set Covering Problem -- Approaches to Tackle the Nesting Problems -- Lozi Map Generated Initial Population in Analytical Programming -- Comparison of Success Rate of Numerical Weather Prediction Models With Forecasting System of Convective Precipitation -- High Speed, Efficient Area, Low Power Novel Modified Booth Encoder Multiplier for Signed-Unsigned Number -- Mining Customer Behavior in Trial Period of a Web Application Usage - Case Study -- In Search of a Semantic Book Search Engine on the Web: Are we there Yet? -- Automated Design and Optimization of Specific Algebras by Genetic Algorithms -- Hybrid Nature-Inspired Algorithm for Symbol Regression Problem -- Albanian Advertising Keyword Generation and Expansion -- A Beam-Search Approach to the Set Covering Problem -- Generating Fuzzy Rules for Constructing Interpretable Classifier of Diabetes Disease In Bangladesh -- A Semantic Annotation Model for Arabic Normative Provisions -- A Touch Sensitive Keypad Layout for Improved Usability of Smartphones for the Blind and Visually Impaired Persons -- A Nature Inspired Intelligent Water Drop Algorithm and its Application for Solving the Set Covering Problem -- Firefly Algorithm to Solve a Project Scheduling Problem -- A Binary Invasive Weed Optimization Algorithm for the Set Covering Problem -- A Simplified Form of Fuzzy Multiset Finite Automata -- Fireworks Explosion can Solve the Set Covering Problem -- A Bi-Objective Cat Swarm Optimization Algorithm for Set Covering Problem -- An Alternative Solution to the Software Project Scheduling Problem -- A Binary Cat for the Set Covering Problem -- Study on the Time Development of Complex Network for Metaheuristic. |
| Record Nr. | UNINA-9910254252303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence Trends in Intelligent Systems : Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy
| Artificial Intelligence Trends in Intelligent Systems : Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XV, 550 p. 278 illus.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-57261-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Genetic Algorithm to Improve Lifetime of Wireless Sensor Networks by Load Balancing -- Proposal of a fuzzy control system for heat transfer using PLC -- Parametric optimization based on bacterial foraging optimization -- Hybrid Approach for Graph Partitioning -- Scheme partitioning by means of evolutional procedures using symbolic solution -- Application of Ontological Approach for Learning Paths Formation -- Building an Intelligent Call Distributor -- Entropy Based Surface Quality Assessment of 3D Prints -- Application of Clustering Techniques for Video Summarization – An Empirical Study -- On the Randomization of Indices Selection for Differential Evolution. |
| Record Nr. | UNINA-9910254345703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Automation Control Theory Perspectives in Intelligent Systems : Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 3 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Petr Silhavy, Zdenka Prokopova
| Automation Control Theory Perspectives in Intelligent Systems : Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 3 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (504 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-33389-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Program Committee; Program Committee Chairs; Program Committee Chairs for Special Sections; Program Committee Members; Technical Program Committee Members; Organizing Committee Chair; Conference Organizer (Production); Conference Website, Call for Papers; Contents; Part I Automation Control Theory Perspectivesin Intelligent Systems; 1 A Novel Color Image Encryption Algorithm Using Chaotic Map and Improved RC4; Abstract; 1 Introduction; 2 Encryption Algorithm; 2.1 Divide Image into Several Blocks; 2.2 Generate Pseudo-Random Block; 2.3 Operation Between Blocks
2.4 Improved RC4 Algorithm2.5 Scramble Image; 3 Decryption Algorithm; 3.1 Inversing Operation of Scrambling Image; 3.2 Inversing Operation Between Blocks; 4 Experiment Results; 5 Security Analysis; 5.1 Key Space Analysis; 5.2 Key Sensitive Test; 5.3 Histogram Analysis; 5.4 Information Entropy Analysis; 5.5 Correlation Analysis; 5.6 Speed Analysis; 6 Conclusions; Acknowledgments; References; 2 Modified Discrete LQ Control Algorithm for Situations with the Scan Period Variance; Abstract; 1 Introduction; 2 Motivation; 3 Optimal Control Algorithm; 4 Implementation of the Controller; 5 Example 6 ConclusionsReferences; 3 Polynomial Approximation of Quasipolynomials Based on Digital Filter Design Principles; Abstract; 1 Introduction; 2 Preliminaries; 2.1 Retarded Quasipolynomial and Its Spectrum; 2.2 Discretization Techniques and Tools; 3 Polynomial Approximation Algorithm; 4 Numerical Example; 5 Conclusion; Acknowledgments; References; 4 An Implementation of a Tilt-Compensated eCompass; Abstract; 1 Introduction; 2 Accelerometer; 2.1 Physical Principles and Structure; 2.2 Accelerometer Calibration; 3 Magnetometer; 4 eCompass Heading Calculation; 5 Conclusion; References 5 Calibration of Triaxial Accelerometer and Triaxial Magnetometer for Tilt Compensated Electronic CompassAbstract; 1 Introduction; 2 Accelerometer; 2.1 Accelerometer Error Model; 2.2 Accelerometer Calibration; 3 Magnetometer; 3.1 Magnetometer Error Model; 3.2 Magnetometer Calibration; 4 Electronic Compass; 4.1 Tilt Compensation Algorithm; 5 Conclusion; Acknowledgment; References; 6 Multivariable Gain Scheduled Control of Four Tanks System: Single Scheduling Variable Approach; Abstract; 1 Introduction; 2 Four Tanks System; 3 Model Structure for GS Design 4 Parametrization via Scheduling Variable5 Regulation via Integral Control; 6 Conclusion; Acknowledgments; References; 7 Inverted Pendulum Optimal Control Based on First Principle Model; Abstract; 1 Introduction; 2 Laboratory System; 3 Mathematical Model; 3.1 Balanced Forces-Cart; 3.2 Balanced Torques-Pendulum; 3.3 Balanced Voltages and Torques-Motor; 3.4 Linkage Between Motor and the Cart Movement; 3.5 Nonlinear Dynamical Model; 4 Controller Design; 4.1 Linear Approximation of Nonlinear Model; 5 State Estimator and Controller; 6 Inverted Pendulum Control Simulation; 7 Conclusion Acknowledgments |
| Record Nr. | UNINA-9910254252703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational and Statistical Methods in Intelligent Systems / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova
| Computational and Statistical Methods in Intelligent Systems / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (399 pages) : illustrations |
| Disciplina | 004.015118 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-00211-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Analytical Modeling for Leveraging Scalable Communication in IoT for Inter-Domain Routing -- Multi-Hybrid SMOTE Cost Sensitive Ensemble Approach for Software Defect Prediction -- Alternative Approach to Fisher‘s Exact Test with Application in Pedagogical Research -- Development of the Forecasting Component of the Decision Support System for the Regulation of Inter-regional Migration Processes -- Using Blockchain Technology to Improve N-version Software Dependability -- Enhancing Feature Selection with Density Cluster for Better Clustering -- Enhancing Concurrent ETL Task Schedule with Altruistic Strategy -- A Binary Percentile Sin-Cosine Optimisation Algorithm Applied to the Set Covering Problem -- Particular Analysis of Normality of Data in Applied Quantitative Research -- Towards Smartphone-based Navigation for Visually Impaired People. |
| Record Nr. | UNINA-9910484693403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Statistics and Mathematical Modeling Methods in Intelligent Systems : Proceedings of 3rd Computational Methods in Systems and Software 2019, Vol. 2 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova
| Computational Statistics and Mathematical Modeling Methods in Intelligent Systems : Proceedings of 3rd Computational Methods in Systems and Software 2019, Vol. 2 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XIV, 424 p. 158 illus., 100 illus. in color.) |
| Disciplina |
006.3
005.1 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-31362-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483246903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Cybernetics and Mathematics Applications in Intelligent Systems : Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 2 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy
| Cybernetics and Mathematics Applications in Intelligent Systems : Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 2 / / edited by Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XIV, 446 p. 214 illus.) |
| Disciplina | 001.53 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-57264-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cost-Effective Computational Modelling of Fault Tolerant Optimization of FinFET-based SRAM Cells -- Application of Risk Theory Approach to Fuzzy Abduction -- Enhanced TDS Stability Analysis Method via Characteristic Quasipolynomial Polynomization.- Dissipativity of Multistep Runge–Kutta Methods for Nonlinear Neutral Delay Integro Differential Equations with Constrained Grid -- Maze Navigation in the Ball & Plate Model -- Large Networks of Diameter Two Based on Cayley Graphs.- Analysis of the IoT WiFi mesh network.- Lightning Impulse Voltage Evaluation.- Big Data Process Advancement.- LDPC Binary Vectors Coding Enhances Transmissions and Memories Reliability. |
| Record Nr. | UNINA-9910254345803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Cybernetics Approaches in Intelligent Systems : Computational Methods in Systems and Software 2017, vol. 1 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova
| Cybernetics Approaches in Intelligent Systems : Computational Methods in Systems and Software 2017, vol. 1 / / edited by Radek Silhavy, Petr Silhavy, Zdenka Prokopova |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIV, 392 p. 157 illus.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-67618-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299889503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data science and algorithms in systems . Volume 2 : proceedings of 6th Computational Methods in Systems and Software 2022 / / edited by Radek Silhavy, Petr Silhavy, and Zdenka Prokopova
| Data science and algorithms in systems . Volume 2 : proceedings of 6th Computational Methods in Systems and Software 2022 / / edited by Radek Silhavy, Petr Silhavy, and Zdenka Prokopova |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (1038 pages) |
| Disciplina | 005.1 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico | Software engineering |
| ISBN | 3-031-21438-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Understanding the General Framework for Teaching Semantics and Syntaxes of Visual Languages to Computer Education Students Based on Notion of Abstract Visual Syntax Graphs -- 1 Introduction -- 2 Related Work -- 2.1 Syntax of Visual Languages -- 2.2 Semantics of Visual Languages -- 2.3 Graph Representation -- 2.4 Abstract Visual Syntax Graph and Graph Grammar -- 2.5 Logical Semantics -- 3 The three Notable Visual Languages -- 3.1 Euler Diagrams (Circle) -- 3.2 VEX -- 3.3 Show and Tell -- 4 Conclusions and Future Work -- References -- A Prediction System Using AI Techniques to Predict Students' Learning Difficulties Using LMS for Sustainable Development at KFU -- 1 Introduction -- 1.1 Practitioner Notes -- 2 Related Work -- 3 Machine Learning -- 3.1 Logistics Regression (LR) -- 3.2 K-Nearest Neighbor (KNN) -- 3.3 Decision Tree (DT) -- 3.4 Naive Bayes Algorithm (NB) -- 3.5 Random Forest (RF) -- 3.6 Stochastic Gradient Descent (SGD) -- 3.7 Ridge Classifier -- 3.8 Nearest Centroid -- 4 Dataset Description -- 5 Methodology -- 6 Data Transformation -- 7 Data Partitioning -- 8 Performance Evaluation -- 9 Results -- 10 Conclusion -- 11 Discussion -- References -- COVID-19 Detection from Chest X-Ray Images Using Detectron2 and Faster R-CNN -- 1 Introduction -- 2 Deep Learning Based Object Detection -- 2.1 R-CNN -- 2.2 Fast R-CNN -- 2.3 Faster R-CNN -- 2.4 YOLO -- 3 Methodology -- 3.1 Dataset -- 3.2 Baseline Models -- 3.3 Evaluating Object Detection Models -- 3.4 Training Process for Different Models -- 4 Results and Discussion -- 5 Conclusion -- References -- Effective SNOMED-CT Concept Classification from Natural Language using Knowledge Distillation -- 1 Introduction -- 2 Related work -- 2.1 SNOMED-CT (Systemized Nomenclature of Medicine Clinical Term) -- 2.2 Medical Natural Language Document.
2.3 Methods for Inferring Terms for Binding SNOMED-CT -- 2.4 Knowledge Distillation -- 2.5 BioBert ch4ref11 -- 3 Methodology -- 3.1 Problem statement -- 3.2 Proposed Model -- 3.3 Data Preprocessing -- 3.4 Learning Method and Architecture -- 4 Results and Discussions -- 5 Conclusion -- References -- Analyze Mental Health Disorders from Social Media: A Review -- 1 Introduction -- 2 Methodology -- 3 Result -- 3.1 RQ1: What Technique Is Most Commonly Used in the Mental Health Analysis in the Last Five Years? -- 3.2 RQ2: What Data Sources or Applications Are Widely Used to Retrieve Test Data? -- 3.3 Synthetic Result -- 4 Conclusion -- References -- Methods of Solution to the Task on Early Detection of Fire Outbreaks Based on Images and Video Streams from Controlled Territories -- 1 Introduction -- 2 Review of Existing Methods -- 3 Set up of the Task -- 4 Realization of Experiments -- 4.1 Task of Binary Classification -- 4.2 Extraction of Places with Fire Based on YOLO -- 5 Conclusion -- References -- 3D Building Internal Structural Component Segmentation from Point Cloud Data Using DBSCAN and Modified RANSAC with Normal Deviation Conditions -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Preprocessing -- 3.2 Segmentation -- 4 Experimental Results -- 5 Conclusion -- References -- Contrast Enhancement of UAV-Based Maize Plant Images for Automatic Detection of Fall Armyworm -- 1 Introduction -- 2 Proposed Solution -- 2.1 Evaluation Parameter -- 2.2 Proposed Algorithm -- 3 Experimental Results and Discussion -- 4 Conclusion -- References -- Smart Services in Education: Facilitating Teachers to Deliver Personalized Learning Experiences -- 1 Introduction -- 2 Theoretical Background -- 2.1 Smart Services and Smart Service Systems -- 2.2 The Teacher Impact on the Student Satisfaction -- 2.3 The New Learning Paradigm. 2.4 Strategies for Learning Personalization -- 3 Smart Services Implementation in the Learning Process -- 4 A Model of Smart Service Platform -- 5 Conclusion and Future Work -- References -- Optimized 8-Parameter Relay-Based Delayed Thermal Process Model Identification via Saturated Relay and Artificial Delay -- 1 Introduction -- 2 Mathematical Models -- 2.1 Model 1 -- 2.2 Model 2 -- 3 Improved and Extended Relay-Feedback Test -- 3.1 Saturated Relay -- 3.2 Artificial Delay -- 4 Optimization Problems and the Solution Technique -- 4.1 Optimization Problems Definition -- 4.2 Nelder-Mead Algorithm -- 5 Algorithm Summary and Numerical Example -- 5.1 Identification Algorithm Summary -- 5.2 Simulation Example -- 6 Conclusions -- References -- Augmenting Historical Alphabet Datasets Using Generative Adversarial Networks -- 1 Introduction -- 1.1 Letter Classification -- 1.2 Getting Data for Letter Classification from Historical Documents -- 1.3 Current State of Art of Palmyrene Alphabet Classification -- 2 Methods of Image Augmentation -- 2.1 Keras Generator -- 2.2 Roboflow -- 3 Generative Adversarial Networks -- 4 Using GAN for Palmyrene Alphabet Augmentation -- 4.1 Network Architecture -- 4.2 Training Parameters -- 5 Results -- 5.1 GAN Success Rate -- 5.2 Classifier Improvement -- 6 Discussion -- 7 Conclusion -- References -- Ensemble Machine Learning Models for Simulating the Missile Defense System -- 1 Introduction -- 1.1 Background and Motivation of Research -- 1.2 Research Content -- 2 Related Work -- 3 System Model -- 3.1 Simulator Description -- 3.2 Ensemble Machine Learning Models -- 4 Performance Evaluation -- 4.1 The Main Flow Chart of the Proposed System -- 4.2 Application Development Environment -- 4.3 Simulator -- 4.4 Prediction Factor Data Information -- 4.5 Confusion Matrix -- 4.6 Performance Measurement Results -- 5 Conclusion -- References. Validating Radar and Satellite Precipitation Estimates Against Rain Gauge Records in Slovakia -- 1 Introduction -- 2 Related Works -- 3 Data -- 4 Methodology -- 5 Results and Discussion -- 6 Conclusions -- References -- Improvement on Management of Tags Using an Event Queue -- 1 Backgrounds and Needs -- 2 Design of the Asynchronous Tag Loading Scheme -- 2.1 Event Queue -- 2.2 Proposed Tag Management System Architecture -- 3 Performance Evaluation -- 3.1 Preparation of Samples Under the Test -- 3.2 Improvement on Network Performance -- 3.3 Improvement in Tag Omission -- 4 Conclusions -- References -- Memetic Algorithm with GPU Optimization -- 1 Introduction -- 2 Related Work -- 2.1 GP and Evolutionary Programming -- 2.2 Parallel GP on GPU -- 2.3 Metaheuristic Algorithm -- 2.4 Parallel Metaheuristics -- 2.5 Memetic Algorithms -- 2.6 Memetic Algorithm on GPU -- 3 Implemented Program -- 3.1 Development Settings and Tools -- 3.2 Description of Implementation -- 4 Result and Discussion -- 5 Conclusion -- References -- Application of Machine Learning Techniques to Enterprise Model Classification: An Approach and First Experimental Results -- 1 Introduction -- 2 Related Work -- 2.1 Enterprise Model Representation -- 2.2 Graph Neural Networks for Graph Classification -- 2.3 Sentence Embedding -- 3 Research Approach -- 3.1 Dataset -- 3.2 Methodology -- 4 Experimentation Results -- 4.1 Enterprise Models Classification Based on the Graph Topological Features -- 4.2 Enterprise Models Classification Based on Topological and Semantic Features -- 5 Conclusion -- References -- Conceptual Linked Data Model for South African Municipalities Public Services Domain -- 1 Introduction -- 2 Methodology -- 3 Literature Review -- 4 Data Sources Selection and Ontology Mapping to Municipality Public Domain -- 4.1 Requirement -- 4.2 Formalization -- 4.3 Ontology Classes Modeling. 5 Linking Ontologies Represented in OWL -- 6 Conclusion -- References -- On the CPU Usage of Deep Learning Models on an Edge Device -- 1 Introduction -- 2 YOLO Models for Object Detection -- 3 Deep Learning Use-Cases at the Edge -- 4 Related Work -- 5 Experimentation and Results -- 5.1 Application Scenario -- 5.2 Results -- 6 Conclusion -- References -- Stratification Languages of Socio-economic Systems -- 1 Introduction -- 2 Phenomenon of Language -- 3 Probabilistic Concept of Language -- 4 Classification of Languages -- 5 Formal Scheme Language -- 6 Formal Description of the SES -- 7 Conclusion -- References -- Analysis and Prediction of the Complementary Dynamics of Computer Viruses -- 1 Introduction -- 2 Methods and Results -- 3 Conclusion -- References -- Distance Learning in the Post-pandemic Period: Trends, Limitations and Symmetry of Knowledge -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 3.1 Distance Learning -- 3.2 Massive Open Online Courses -- 4 Discussion -- 5 Conclusions -- References -- Model of Contact Interaction of Rough Surfaces in Statics -- 1 Introduction -- 2 Problem Statement -- 3 Single Contact -- 4 Contact Interaction of Rough Surfaces in Statics -- 5 Conclusion -- References -- Churn Prediction in Telecoms Using a Random Forest Algorithm -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Removal of Zero Value Variables -- 3.2 Outlier Analysis -- 3.3 Label Encoding -- 3.4 Normalization -- 3.5 Feature Importance -- 3.6 Data Sampling -- 3.7 Model Execution -- 4 Implementation -- 5 Results Discussion -- 6 Conclusion and Future Work -- References -- Problems of Non-linear Symmetry -- 1 Introduction -- 2 Statement of the Problem -- 2.1 Complementarity Principle -- 3 Research Method -- 4 Conclusion -- References -- CVR: An Automated CV Recommender System Using Machine Learning Techniques -- 1 Introduction. 2 Related Work. |
| Record Nr. | UNINA-9910640388103321 |
| Cham, Switzerland : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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