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3D imaging--multidimensional signal processing and deep learning . Volume 2. : multidimensional signals, video processing and applications / / edited by Srikanta Patnaik [and three others]
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
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
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.]
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
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
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Advances in Decision Science and Management : Proceedings of Third International Conference on Decision Science and Management (ICDSM 2021)
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
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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
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
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
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
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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
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
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Lo trovi qui: Univ. Federico II
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