3D imaging--multidimensional signal processing and deep learning . Volume 2. : multidimensional signals, video processing and applications / / edited by Srikanta Patnaik [and three others] |
Edizione | [1st ed. 2023.] |
Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
Descrizione fisica | 1 online resource (283 pages) |
Disciplina | 060.68 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Deep learning (Machine learning)
Signal processing Three-dimensional imaging |
ISBN | 981-9911-45-1 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- 1 Prediction Based on Sentiment Analysis and Deep Learning -- 1.1 First Section -- 1.2 Benchmark Prediction -- 1.2.1 Capture Data of Stock Comments from www.guba.eastmoney.com [1] -- 1.2.2 Build a Model for False News Judgment -- 1.2.3 Test Stock Comments for False News -- 1.2.4 Build a Sentiment Classification Model for Stock Comment -- 1.2.5 Build an Index from the Analysis Results -- 1.2.6 Capture and Load Data -- 1.2.7 A Subsection Sample -- 1.3 Conclusion -- References -- 2 A Survey on Time Series Forecasting -- 2.1 Introduction -- 2.2 Traditional Machine Learning-Based Method -- 2.2.1 Feature Extraction -- 2.2.2 Feature Selection -- 2.2.3 Model Training -- 2.2.4 Rolling Time Series Forecasting -- 2.3 Deep Learning-Based Method -- 2.3.1 RNN -- 2.3.2 LSTM -- 2.3.3 GRU -- 2.4 Experiment Results -- 2.4.1 Machine Learning Results -- 2.4.2 Deep Learning Results -- 2.5 Conclusion -- References -- 3 Research and Development of Visual Interactive Performance Test Methods and Equipment for Intelligent Cockpit -- 3.1 Introduction -- 3.2 System Overview -- 3.2.1 Visual Bionic Robot -- 3.2.2 Main Case of Bionic Robot -- 3.2.3 Binocular High-Frame Camera -- 3.2.4 Software -- 3.3 Head Visual Tracking -- 3.3.1 Self-Stabilizing Function of the Head -- 3.3.2 High-Precision Servo Motor -- 3.3.3 Servo Encoder -- 3.3.4 Self-Stabilizing PID Algorithm for the Cradle Head -- 3.3.5 Precision Test of Self-Stabilizing Function of Head -- 3.4 System Effect -- 3.5 Conclusion -- References -- 4 Design and Validation of Automated Inspection System Based on 3D Laser Scanning of Rocket Segments -- 4.1 Introduction -- 4.2 3D Scanning Measurement Principle -- 4.2.1 Three-Dimensional Laser Scanning Equipment -- 4.2.2 Lifting Platform System -- 4.2.3 Checking Standard Device -- 4.2.4 Measurement Software Design.
4.3 Measurement System Accuracy Verification -- 4.3.1 Verification of Length Splicing Accuracy -- 4.3.2 Verification of Geometric Element Detection Accuracy -- 4.4 Conclusion -- 4.5 Discussion -- References -- 5 Research and Implementation of Electric Equipment Connectivity Data Analysis Model Based on Graph Database -- 5.1 Introduction -- 5.2 Related Work -- 5.3 Research on the Method and Algorithm of Electric Data Modeling -- 5.3.1 Electric Data -- 5.3.2 Electric Data Modeling -- 5.4 Implementation of Electric Data Model Based on Graph Database -- 5.4.1 Electric Data Relation Processing -- 5.4.2 Implementation and Construction of Power Data Model -- 5.4.3 Electric Equipment Connectivity Analysis Based on Power Grid Data Model -- 5.5 Application Results -- References -- 6 Improving CXR Self-Supervised Representation by Pretext Task and Cross-Domain Synthetic Data -- 6.1 Introduction -- 6.2 Related Works -- 6.2.1 Overview of CXR Classification -- 6.2.2 Self-Supervision and Contrastive Learning -- 6.2.3 Pretext Task and Data Augmentation -- 6.3 Problem Definition -- 6.3.1 Contrastive Learning Pretext Task -- 6.3.2 Supervised Multi-class Linear Evaluation -- 6.4 Method -- 6.4.1 Selection of Candidate Transformations -- 6.4.2 XR-Augment -- 6.4.3 Pseudo-CXR Generation -- 6.5 Experiment -- 6.5.1 Data -- 6.5.2 Settings -- 6.5.3 Result and Analysis -- 6.6 Conclusion and Future Research -- References -- 7 Research on Dynamic Analysis Technology of Quantitative Control Oriented to Characteristics of Power Grid Digital Application Scenarios -- 7.1 Introduction -- 7.2 Quantitative Control Dynamic Analysis Technique -- 7.3 Dynamic Analysis of Quantitative Control of Power Network -- 7.4 Function Analysis of Power Grid Digitalization Project. 7.5 Research on Influencing Factor Set of Target Feature Quantification in Digital Application Scene Based on Expert Scoring Method -- 7.6 Research on Quantitative Impact Index Set of Digital Application Scene Features Based on Fuzzy Analytic Hierarchy Process -- 7.7 Dynamic Identification Technology of Quantitative Control Based on Bayesian Network -- 7.8 Conclusion -- References -- 8 Research on Detection of Fungus Image Based on Graying -- 8.1 Introduction -- 8.2 Fungus Image Gray Processing -- 8.2.1 Graying of Fungus Pictures -- 8.2.2 Threshold Method -- 8.2.3 Problems with Testing -- 8.3 Realization of Single Chip Microcomputer -- 8.3.1 Selection of Single Chip Microcomputer -- 8.3.2 Total Process of Single Chip Microcomputer -- 8.3.3 Selection of Filter -- 8.3.4 Detection Function Module -- 8.4 Summary -- References -- 9 Secondary Frequency Regulation Control Strategy of Battery Energy Storage with Improved Consensus Algorithm -- 9.1 Introduction -- 9.2 Optimal Control Method of Secondary Frequency -- 9.2.1 Energy Storage Output Control Structure -- 9.2.2 Secondary Frequency Modulation Objective Function of Power Grid -- 9.3 Secondary Frequency Modulation Based on Consistency Algorithm -- 9.3.1 Iterative Calculation Method of Frequency Response Consistency -- 9.3.2 Double-Layer Cooperative Control of Secondary Frequency Modulation for Battery Energy Storage -- 9.4 Simulation Verification -- 9.5 Conclusions -- References -- 10 Application of Deep Learning for Registration Between SAR and Optical Images -- 10.1 Introduction -- 10.2 Methodology -- 10.2.1 Using CNN for Feature Extraction -- 10.2.2 Improved Euclidean Distance for Matching -- 10.3 Experimental Results and Analysis -- 10.4 Conclusion -- References -- 11 Research on Digital Architecture of Power Grid and Dynamic Analysis Technology of Digital Project -- 11.1 Introduction. 11.2 Enterprise Middle Office Architecture -- 11.3 Architecture Design of Power Grid Digital Service -- 11.4 Architecture Design of Power Grid Digitalization Technology -- 11.5 Midrange Architecture of Power Grid Enterprises -- 11.6 Dynamic Construction and Calculation of Digital Project Evaluation Index Based on Grid Middle Platform Architecture -- 11.7 Conclusions -- References -- 12 Research on Characteristics and Architecture Application Technology of Power Grid Digital System -- 12.1 Introduction -- 12.2 Enterprise Architecture Theory -- 12.3 Research on Characteristics of Power Grid Digital System -- 12.4 Digital Architecture Design of Power Grid -- 12.5 Technical and Economic Dynamic Analysis of Digital Projects Based on Power Grid Architecture -- 12.6 Conclusion -- References -- 13 Investigation of Vessel Segmentation by U-Net Based on Numerous Datasets -- 13.1 Introduction -- 13.2 Introduction to Deep Learning U-Net Model -- 13.3 Construction and Training of U-Net Model -- 13.3.1 Datasets -- 13.3.2 Data Processing -- 13.3.3 Evaluation Indexes of the U-Net Model -- 13.4 Predictive Generation of Fundus Vessel Segmentation Images -- 13.5 Conclusion -- References -- 14 Design of License Plate Recognition System Based on OpenCV -- 14.1 Introduction -- 14.2 Experimental Principle -- 14.2.1 License Plate Location Method Based on License Plate Color -- 14.2.2 License Plate Location Method Based on Edge Detection -- 14.2.3 License Plate Correction Methods -- 14.2.4 Character Recognition Algorithm Based on Template Matching -- 14.3 Implementation and Results -- 14.3.1 License Plate Positioning Based on License Plate Color -- 14.3.2 License Plate Location Based on License Plate Edge Detection -- 14.3.3 Character Segmentation Method Based on Projection -- 14.3.4 SVM-Based Character Recognition Method -- 14.4 Conclusion -- References. 15 Traveling Wave Solutions of the Nonlinear Gardner Equation with Variable-Coefficients Arising in Stratified Fluids -- 15.1 Introduction -- 15.2 Application of Trial Equation Method -- 15.3 Exact Solutions of Eq. (15.1) -- 15.4 Conclusions -- References -- 16 Research on the Construction of Food Safety Standards Training System Based on 3D Virtual Reality Technology -- 16.1 Introduction -- 16.2 Main Technologies of Foods Safety Standards Comprehensive Platform -- 16.2.1 3D Virtual Simulation Technology -- 16.2.2 Text Mining Technology -- 16.2.3 Knowledge Mapping Technology -- 16.3 Design of Foods Safety Standards Comprehensive Platform System -- 16.4 Functions of Foods Safety Standards Comprehensive Platform System -- 16.4.1 Foods Safety Standards Human Machine Interaction Question-Answering Subsystem -- 16.4.2 Intelligent Scene-Specific Foods Safety Standards Training and Implementation Evaluation Subsystem of Foods Safety Supervisors -- 16.4.3 Intelligent Scene-Specific Foods Safety Standards Training and Implementation Evaluation Subsystem of Foods Practitioners -- 16.4.4 Foods Safety Standards Knowledge Library Information-Based Management Subsystem -- 16.5 Conclusions -- References -- 17 Online Fault Diagnosis of Chemical Processes Based on Attention-Enhanced Encoder-Decoder Network -- 17.1 Introduction -- 17.2 LSTM Network -- 17.3 AEDN Method for Sequential Fault Diagnosis -- 17.4 Case Study on Benchmark Process -- 17.4.1 TE Process Dataset -- 17.4.2 Diagnostic Results and Discussion -- 17.5 Conclusion -- References -- 18 Micro-nano Satellite Novel Spatial Temperature Measurement Method and Experimental Study -- 18.1 Introduction -- 18.2 Temperature Measurement Principle on DS18B20 -- 18.3 A New Temperature Measurement Experiment of Micro-nano Satellite -- 18.3.1 Thermoscope System Design on DS18B20. 18.3.2 Design of Temperature Measurement Cable Net. |
Record Nr. | UNINA-9910720082903321 |
Singapore : , : Springer, , [2023] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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3D Imaging--Multidimensional Signal Processing and Deep Learning . Volume 1 : Images, Augmented Reality and Information Technologies / / Srikanta Patnaik [and three others] editors |
Edizione | [First edition.] |
Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
Descrizione fisica | 1 online resource (297 pages) |
Disciplina | 621.3822 |
Collana | Smart Innovation, Systems and Technologies Series |
Soggetto topico |
Signal processing
Three-dimensional imaging |
ISBN | 981-9912-30-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | A Review of Temporal Network Analysis and Applications -- A Knowledge Representation Method for Hierarchical Diagnosis Decision-making Under Uncertain Conditions -- Research and Implementation of Hybrid Storage Method for Multi-Source Heterogeneous Data of Electric Distribution Network -- Research on Measuring Method of Ball Indentation Based on MATLAB Image Edge Detection -- Multi-Feature Extraction of Mineral Zoning of Tabling Through Deep Semantic Segmentation -- Research on Mass Image Data Storage Method for Data Center -- Research on Virtual and Real Spatial Data Interconnection Mapping Technology for Digital Twin -- Prediction of Breast Cancer Via Deep Learning -- Scheme Design of Network Neighbor Discovery Algorithm Based on the Combination of Directional Antenna and Multi-Channel Parallelism -- Ship Target Detection in Remote Sensing Image Based on Improved RetinaNet -- Research on the Application of 3D Modeling Technology in Mechanical Structure Teaching -- 2D Numerical Model Used to Investigate the Influence of Vegetation on Geomorphological Evolution of Mudflats -- Design and Experimental Verification of High Functional Density Cubesat System -- Space Design of Exhibition Hall Based on Virtual Reality -- Identification of Expressway Traffic States Based on the Enhanced FCM Algorithm -- Algorithms Applied in Soft Tissue Deformation Simulation: a Survey -- Soft Tissue Cutting Based on Position Dynamics -- Research on Application Technology of Multi-Source Fusion of 3D Digital Resources in Power Grid. |
Record Nr. | UNINA-9910720077103321 |
Singapore : , : Springer, , [2023] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology [[electronic resource] ] : Methods and Algorithms, Proceedings of IC3DIT 2019, Volume 1 / / edited by Roumen Kountchev, Srikanta Patnaik, Junsheng Shi, Margarita N. Favorskaya |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (504 pages) |
Disciplina | 006.3 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Computational intelligence
Signal processing Image processing Speech processing systems Optical data processing Computational Intelligence Signal, Image and Speech Processing Image Processing and Computer Vision |
ISBN | 981-15-3863-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 1. Study Optimization of Thermal Analysis of Anisotropic Materials in 3D Field Based on One Dimensional Heat Conduction Equation Model -- 2. Shape Retrieval for 3D Models Based on MRF -- 3. Numerical Conformal Mapping Based on Improved Hermitian and Skew-Hermitian Splitting Method -- 4. Hierarchical Clustering Based Video Summarization -- 5. Research on Multi-objective Optimization Problem of Engineering Project in 3D Field Based on Improved Particle Swarm Optimization Algorithm -- 6. 3D Path Planning Based on Improved Particle Swarm Optimization Algorithm -- 7. Improving Parallel Magnetic Resonance Imaging Reconstruction Using Nonlinear Time Series Analysis -- 8. Low Computational Complexity Third-Order Tensor Representation through Inverse Spectrum Pyramid. |
Record Nr. | UNINA-9910483241403321 |
Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in 3D image and graphics representation, analysis, computing and information technology : Algorithms and Applications, Proceedings of IC3DIT 2019 . Volume 2 / / editors, Roumen Kountchev [et al.] |
Edizione | [1st edition 2020.] |
Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (xx, 525 pages) : illustrations |
Disciplina | 621.367 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico | Three-dimensional imaging |
ISBN | 981-15-3867-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 1. 3D-Digital Image Correlation Technique for Strain Measurement in Fiber reinforced polymer Strip Externally Bonded to Concrete Specimens -- 2. Establishment of Quality Detection and 3D Evaluation Model of Wool FabricBased on Machine Vision -- 3. The Research and Design of Wage Supervision Service Platform for Migrant Workers Based on Big Data and Iris Recognition Technology -- 4. Research on Block Segmentation and Assembly Technology of 3D Printing Structure -- 5. A Study on 3D Reconstruction Method for Common View Field in Hybrid Vision System -- 6. Three-Dimensional Characteristics Observation of Ocean Waves in Coastal Areas by Microwave Doppler Radar -- 7. Three-dimensional Reconstruction Based on Left and Right Objects -- 8. Research on 3D Scene Dynamic Scanning Modeling Technology of Substation Based on Depth Vision. |
Record Nr. | UNINA-9910484466703321 |
Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Computational Vision and Robotics : Proceedings of the International Conference on Computational Vision and Robotics |
Autore | Tsihrintzis George A |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Cham : , : Springer, , 2023 |
Descrizione fisica | 1 online resource (549 pages) |
Disciplina | 006.37 |
Altri autori (Persone) |
FavorskayaMargarita N
KountchevRoumen PatnaikSrikanta |
Collana | Learning and Analytics in Intelligent Systems Series |
ISBN | 9783031386510 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- ICCVR-2023 Conference Committee -- Preface -- Acknowledgements -- About This Book -- Contents -- About the Editors -- Part I Pattern Recognition and Robotic Vision -- 1 Design of Piano Automatic Accompaniment System Based on Markov Model -- 1.1 Introduction -- 1.2 Methodology -- 1.2.1 Related Theory of Algorithmic Composition -- 1.2.2 Automatic Piano Accompaniment System Based on HMM -- 1.3 Result Analysis and Discussion -- 1.4 Conclusions -- References -- 2 3D Visual Design of Music Based on Multi-audio Features -- 2.1 Introduction -- 2.2 Methodology -- 2.2.1 Audio Visualization Method -- 2.2.2 Multi-audio Feature Extraction of Music -- 2.3 Result Analysis and Discussion -- 2.4 Conclusions -- References -- 3 Construction of Humming Music Retrieval Model Based on Particle Swarm Optimization -- 3.1 Introduction -- 3.2 Related Music Knowledge in Humming Music Retrieval -- 3.2.1 Elements of Sound -- 3.2.2 The Relationship and Difference Between Voice Signals and Humming Music Signals -- 3.3 Constructing a Humming Music Retrieval Model -- 3.3.1 Basic Framework -- 3.3.2 Model Application -- 3.4 Conclusions -- References -- 4 Research on Audio Processing Method Based on 3D Technology -- 4.1 Introduction -- 4.2 Audio Processing Method Based on 3D Technology -- 4.3 Result Analysis and Discussion -- 4.4 Conclusions -- References -- 5 Design and Optimization of Point Cloud Registration Algorithm Based on Stereo Vision and Feature Matching -- 5.1 Introduction -- 5.2 Research Method -- 5.2.1 Stereo Vision Model -- 5.2.2 Feature Matching Based on Stereo Vision -- 5.3 Experiment and Analysis -- 5.4 Conclusion -- References -- 6 Design of 3D Point Cloud Real-Time Cloud Matching Algorithm Based on Multi-scale Feature Extraction -- 6.1 Introduction -- 6.2 Research Method -- 6.2.1 Multiscale Feature Extraction.
6.2.2 Real-Time Cloud Matching Acceleration of 3D Point Cloud -- 6.3 Experimental Analysis -- 6.4 Conclusion -- References -- 7 Design of Digital Music Copyright Protection System Based on Blockchain Technology -- 7.1 Introduction -- 7.2 Research Method -- 7.2.1 System Overall Design -- 7.2.2 Key Technology Realization -- 7.3 Result Analysis -- 7.4 Conclusion -- References -- 8 Personalized Music Recommendation Model Based on Collaborative Filtering Algorithm and K-Means Clustering -- 8.1 Introduction -- 8.2 Collaborative Filtering Algorithm -- 8.3 Design of Personalized Music Recommendation Model -- 8.4 Implementation of a Personalized Music Recommendation Model -- 8.4.1 Personalized Music Model Recommendation Process -- 8.4.2 Result Analysis -- 8.5 Conclusions -- References -- 9 Simulation of Fuzzy Calculation Model of Music Emotion Based on Improved Genetic Algorithm -- 9.1 Introduction -- 9.2 Simulation Research on Fuzzy Computing Model of Music Emotion -- 9.2.1 Quantitative Research on Musical Emotion -- 9.2.2 Construction of a Fuzzy Computing Model for Music Emotion -- 9.3 Simulation of Fuzzy Calculation Model of Music Emotion Based on Improved GA -- 9.3.1 Improved GA Model -- 9.3.2 Analysis of Experimental Results -- 9.4 Conclusion -- References -- 10 Design and Implementation of Piano Performance Automatic Evaluation System Based on Support Vector Machine -- 10.1 Introduction -- 10.2 Methodology -- 10.2.1 Related Technical Basis -- 10.2.2 Design and Implementation of Automatic Assessment System for Piano Performance -- 10.3 Result Analysis and Discussion -- 10.4 Conclusions -- References -- 11 Simulation of Music Personalized Recommendation Model Based on Collaborative Filtering -- 11.1 Introduction -- 11.2 Simulation of Music Personalized Recommendation Model -- 11.2.1 Basic Theory of Music Recommendation System. 11.2.2 Personalized Recommendation System and Related Technologies -- 11.3 Simulation of Music Personalized Recommendation Model Based on CF -- 11.3.1 Collaborative Filtering Algorithm -- 11.3.2 Analysis of Experimental Results -- 11.4 Conclusion -- References -- 12 Design and Optimization of Image Recognition and Classification Algorithm Based on Machine Learning -- 12.1 Introduction -- 12.2 Image Classification and Retrieval Method Based on Image Visual Features -- 12.2.1 Theoretical Basis of Machine Learning Recognition Algorithm -- 12.2.2 Research on Virtual Sample Algorithm in Image Recognition -- 12.3 Image Retrieval Method Combining Machine Learning with Image Visual Features -- 12.3.1 Image Recognition Advertising Classification Algorithm Model -- 12.3.2 Experimental Analysis Results -- 12.4 Conclusion -- References -- 13 Design of Path Planning Algorithm for Intelligent Robot Based on Chaos Genetic Algorithm -- 13.1 Introduction -- 13.2 Concept and Principle of Chaotic Genetic Algorithm -- 13.3 Path Planning Method -- 13.3.1 Coding Based on Geographic Information -- 13.3.2 Simplification of Robot Control Parameters -- 13.4 Simulation Study -- 13.5 Conclusions -- References -- 14 Design and Development of Rail Transit Overhead Contact Line Monitoring System Based on Image Processing -- 14.1 Introduction -- 14.2 Related Concepts -- 14.2.1 Catenary -- 14.2.2 Image Processing Technology -- 14.3 System Design -- 14.3.1 Overall Scheme Design -- 14.3.2 Monitoring Preprocessing Module -- 14.3.3 Monitoring Terminal Energy Consumption Analysis -- 14.4 System Implementation -- 14.4.1 Monitoring Terminal Energy-Saving Mode -- 14.4.2 System Performance Test -- 14.5 Conclusion -- References -- 15 Ultrasonic Signal Processing Method for Transformer Oil Based on Improved EMD -- 15.1 Introduction -- 15.2 Tests and Methods -- 15.2.1 Ultrasonic Testing. 15.2.2 Ultrasonic Signal Processing Method Based on Improved EMD -- 15.3 Results and Discussion -- 15.4 Conclusion -- References -- 16 Research on UHV Transmission Line Selection Strategy Aided by Satellite Remote Sensing Image -- 16.1 Introduction -- 16.2 Research Method -- 16.2.1 Data Processing -- 16.2.2 Precise Correction of RS Image -- 16.2.3 Transmission Line Path Optimization -- 16.3 Accuracy Analysis -- 16.4 Conclusions -- References -- 17 Research on the Evaluation of the Teaching Process of Public Physical Education in Universities Based on Markov Model -- 17.1 Introduction -- 17.2 Research Method -- 17.2.1 Establishment of Evaluation Index System -- 17.2.2 Markov Model -- 17.3 An Example of Evaluation of Public PE Class Teaching Process -- 17.4 Conclusion -- References -- Part II Artificial Intelligence and Deep Learning Application -- 18 Simulation Design of Matching Model Between Action and Music Tempo Characteristics Based on Artificial Intelligence Algorithm -- 18.1 Introduction -- 18.2 Methodology -- 18.2.1 Basic Technology of Artificial Intelligence -- 18.2.2 Construction of Matching Model Between Dance Actions and Music Tempo Characteristics -- 18.3 Result Analysis and Discussion -- 18.4 Conclusions -- References -- 19 Design and Optimization of Frequency Identification Algorithm for Monomelody Musical Instruments Based on Artificial Intelligence Technology -- 19.1 Introduction -- 19.2 Methodology -- 19.2.1 Overall Structure of Audio Features -- 19.2.2 Frequency Identification Algorithm of Musical Instruments in Single Melody Music -- 19.3 Result Analysis and Discussion -- 19.4 Conclusion -- References -- 20 Design of Intelligent Evaluation Algorithm for Matching Degree of Music Words and Songs Based on Grey Clustering -- 20.1 Introduction -- 20.2 Methodology -- 20.2.1 Representation and Extraction of Melody Features. 20.2.2 Digital Music Signal Denoising Algorithm -- 20.3 Result Analysis and Discussion -- 20.4 Conclusion -- References -- 21 Construction of Evaluation Model for Singing Pronunciation Quality Based on Artificial Intelligence Algorithms -- 21.1 Introduction -- 21.2 Two Evaluation Systems Based on Artificial Intelligence Algorithm -- 21.2.1 Objective Evaluation Based on the Extraction of Evaluation Parameters of Singing Voice -- 21.2.2 An Objective Evaluation Mechanism Based on Subjective Evaluation Criteria Quantification -- 21.3 Evaluation Model of Singing Pronunciation Quality -- 21.4 Analysis of Experimental Results -- 21.5 Conclusions -- References -- 22 Design and Optimization of Intelligent Composition Algorithm Based on Artificial Intelligence -- 22.1 Introduction -- 22.2 Model and Algorithm Design -- 22.2.1 Music Feature Extraction -- 22.2.2 Intelligent Composition Algorithm -- 22.3 Result Analysis and Discussion -- 22.4 Conclusions -- References -- 23 Design of Computer-Aided Music Generation Model Based on Artificial Intelligence Algorithm -- 23.1 Introduction -- 23.2 Research Method -- 23.2.1 Data Preprocessing -- 23.2.2 Implementation of AI Algorithm -- 23.3 Experimental Analysis -- 23.4 Conclusion -- References -- 24 Construction of Electronic Music Classification Model Based on Machine Learning and Deep Learning Algorithm -- 24.1 Introduction -- 24.2 Constructing EM Classification Model -- 24.2.1 Overall Structural Design -- 24.2.2 Multi Layer Perceptual Feature Classification Processing -- 24.3 Construction of EM Classification Model Based on ML and DL Algorithms -- 24.3.1 NN Algorithm Model for ML Optimization -- 24.3.2 Analysis of Experimental Results -- 24.4 Conclusion -- References -- 25 Design of Piano Automatic Accompaniment System Based on Artificial Intelligence Algorithm -- 25.1 Introduction -- 25.2 Research Method. 25.2.1 Design of Piano Automatic Accompaniment Algorithm. |
Record Nr. | UNINA-9910751387303321 |
Tsihrintzis George A | ||
Cham : , : Springer, , 2023 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Decision Science and Management : Proceedings of Third International Conference on Decision Science and Management (ICDSM 2021) |
Autore | Wang Taosheng |
Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2021 |
Descrizione fisica | 1 online resource (694 pages) |
Altri autori (Persone) |
PatnaikSrikanta
IpAndrew W. H TavanaMadjid |
Collana | Advances in Intelligent Systems and Computing Ser. |
Soggetto genere / forma | Electronic books. |
ISBN | 981-16-2502-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Advances in Decision Science and Management |
Record Nr. | UNINA-9910497102403321 |
Wang Taosheng | ||
Singapore : , : Springer Singapore Pte. Limited, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Intelligent Systems and Interactive Applications [[electronic resource] ] : Proceedings of the 4th International Conference on Intelligent, Interactive Systems and Applications (IISA2019) / / edited by Fatos Xhafa, Srikanta Patnaik, Madjid Tavana |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (856 pages) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-030-34387-1 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910484764503321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Intelligent Systems and Interactive Applications [[electronic resource] ] : Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA2017) / / edited by Fatos Xhafa, Srikanta Patnaik, Albert Y. Zomaya |
Edizione | [1st ed. 2018.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
Descrizione fisica | 1 online resource (XVIII, 895 p. 407 illus.) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-319-69096-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | A PROUD methodology for TOGAF business architecture modeling -- Application of SVM Based on Information Entropy in Intrusion Detection -- Research of Music Recommendation System Based on User Behavior Analysis and Word2vec User Emotion Extraction.-Exploration of Information Security Education of University Students -- Part 4. Mobile and Wireless Comm. -- Research on the path monitoring capability of wireless multimedia sensor network -- Preopen set and preclosed set on intuitive fuzzy topological spaces -- Neural Network method for Compressed Sensing -- A Survey on Microwave Surface Emissivity Retrieval Methods -- Design of Multi-mode Switching Damping Shock Absorber for Active Suspension and Ride Comfort Test -- Research on the System of Patrol Unmanned Aerial Vehicle (UAV) Docking on Charging Pile based on Autonomous Identification and Tracking -- On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line -- Ultrasonic Guided Wave Testing Method of Gun Barrel Crack Defects Based on L (0, 2) Mode -- Target re-identification based on dictionary learning -- Research on High Impedance Fault Detection Method of Distribution Network Based on S Transform -- Research on the protocols of VPN -- Penetration Level Permission of Small Hydropower Station in Distributed Network -- Research on Smooth Switching Method of Micro-Grid Operation -- A new BDD algorithm for fault tree analysis -- A sparse nonlinear signal reconstruction algorithm in the wireless sensor network -- Chinese POS Tagging with Attention-based Long Short-Term Memory Network -- A New Weighted Decision Making Method for Accurate Sound Source Localization -- The efficiency factors of point-to-point wireless energy transfer system in a closed satellite cavity -- Personalized Point-of-Interest Recommendation in Location-Based Social Networks -- Verification of CAN-BUS Communication on robots based on xMAS -- Network Traffic Classification Using Machine Learning Algorithms -- Fault analysis and fault diagnosis method review on active distribution network -- Extensive Survey on Networked Wireless Control -- Part 5. Internet and Cloud Computing -- Research and Design of Smart Home System Based on Cloud Computing -- Website Structure Optimization Based on BS Matrix -- The Effects of Bank Employees' Information Security Awareness on Performance of Information Security Governance.-"A Comparative Study on Agglomeration Effects of the Central Cities of Three Urban Agglomerations in China.--- A Case Study of Producer Services" -- Part 6. Intelligent Systems -- A Dynamic Node’s Trust Level Detection Scheme for Intelligent Transportation System -- An application of Multi-Objective Genetic Algorithm based on Crossover Limited -- An Method for Extracting Objects in Physics Using Unit Semantic Model -- A novel matching technique for two-sided paper fragments reassembly -- An improved memetic algorithm with novel level comparison for constrained optimization -- FPGA based Real-time Processing Architecture for Recurrent Neural Network -- Publication Recommendations of Manuscripts Using Improved C4.5 Decision Tree Algorithm -- Design Replica Consistency Maintenance Policy for the Oil and Gas Pipeline Clouding SCADA Multiple Data Centers Storage System -- SPSS-based Research on Language Learning Strategy Use.-Study on intelligent monitoring of power transformer based on FPGA -- Mutual Fund Performance Analysis using Nature Inspired Optimization Techniques: A Critical Review -- Part 7. Others -- Synthesis Algorithm Based on the Pre-evaluation of Quantum Circuits for Linear Nearest Neighbor Architectures -- Study of an SIR epidemic disease model with special nonlinear incidence and computer simulation -- An Improvement Response Surface Method based on Weighted Regression for Reliability Analysis -- The Greedy Algorithm and its Performance Guarantees for Solving Maximization of Submodular Function -- Model of Evaluation on Quality of Graduates from Agricultural University Based on Factor Analysis -- Distributed Collaborative Control Model Based on Improved Contract Net -- K Distribution Clutter Modeling Based on Chebyshev Filter -- Influence of Liquid Film Thickness on Dynamic Property of Magnetic-Liquid Double Suspension Bearing -- Characteristics Analysis on Open-type Liquid Hydrostatic Guideway with Unequal Area Oil Pocket -- Influence of Liquid Film Thickness on Static Property of Magnetic-Liquid Double Suspension Bearing -- The Research on the Thinking of Large Data for Agricultural Products Market Consumption in Beijing -- The application of decision tree in workow -- Constructing and analysis of the state spaces of workflow process models -- Analysis on the causes of bad PCBA heavy tin -- Characteristics of solder paste and reflow process analysis.-Design and Implementation of ARM7 Instruction Set Based on GDB Framework -- Simulation and Research on the Rotor Flux Linkage Model of Asynchronous Motor -- Application of Fuzzy PID Control for Oil Temperature in Overvoltage Withstand Test -- Study on High Overload Characteristics of Ultrasonic Electric Actuator.-Design and analysis of resonator for the resonant accelerometer -- Analysis on Quality and Safety of Toys for Children —based on the survey data of Beijing. |
Record Nr. | UNINA-9910299870503321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Intelligent, Interactive Systems and Applications [[electronic resource] ] : Proceedings of the 3rd International Conference on Intelligent, Interactive Systems and Applications (IISA2018) / / edited by Fatos Xhafa, Srikanta Patnaik, Madjid Tavana |
Edizione | [1st ed. 2019.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
Descrizione fisica | 1 online resource (1,179 pages) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-030-02804-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910485013703321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Machine Learning and Computational Intelligence [[electronic resource] ] : Proceedings of ICMLCI 2019 / / edited by Srikanta Patnaik, Xin-She Yang, Ishwar K. Sethi |
Edizione | [1st ed. 2021.] |
Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2021 |
Descrizione fisica | 1 online resource (XVIII, 878 p. 416 illus., 289 illus. in color.) |
Disciplina | 006.31 |
Collana | Algorithms for Intelligent Systems |
Soggetto topico |
Engineering mathematics
Engineering - Data processing Artificial intelligence Mathematical and Computational Engineering Applications Artificial Intelligence |
ISBN | 981-15-5243-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Part 1: Modeling & Optimization -- Chapter 1. Intrusion Detection using a Hybrid Sequential Model -- Chapter 2. Simulation and Analysis of the PV Arrays Connected to Buck-Boost converters using MPPT Technique by Implementing Incremental Conductance Algorithm and Integral Controller -- Chapter 3. A New Congestion Control Algorithm for SCTP -- Chapter 4. RGNet: The Novel Framework to Model Linked Research Gate Information into Network using Hierarchical Data Rendering -- Chapter 5. A New Approach for Momentum Particle Swarm Optimization -- Chapter 6. Neural Networks Modeling Based On Recent Global Optimization Techniques -- Part 2: Part 2 - Machine Learning Techniques -- Chapter 7. Network Intrusion Detection Model Using One Class Support Vector Machine -- Chapter 8. Query Performance Analysis Tool for Distributed Systems -- Chapter 9. A Robust Multiple Moving Vehicle Tracking for Intelligent Transportation System -- Chapter 10. Bug Priority Assessment in Cross Project context using Entropy based Measure -- Chapter 11. Internet of Things Security using Machine Learning -- Chapter 12. Churn Prediction and Retention in Banking, Telecom and IT Sector using Machine Learning Techniques. . |
Record Nr. | UNINA-9910483077103321 |
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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