Advances in Intelligent Data Analysis and Applications : Proceeding of the Sixth Euro-China Conference on Intelligent Data Analysis and Applications, 15-18 October 2019, Arad, Romania |
Autore | Pan Jeng-Shyang |
Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2022 |
Descrizione fisica | 1 online resource (379 pages) |
Altri autori (Persone) |
BalasValentina Emilia
ChenChien-Ming |
Collana | Smart Innovation, Systems and Technologies Ser. |
Soggetto genere / forma | Electronic books. |
ISBN |
9789811650369
9789811650352 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Keynotes -- Contents -- About the Editors -- 1 Analysis of Power Grid Security Access Protection Based on Internet Technology -- Abstract -- 1 Introduction -- 2 Risk Analysis -- 3 Security -- 3.1 Border Security -- 3.2 Host Security -- 3.2.1 User Security Policy -- 3.2.2 Risk Assessment -- 3.2.3 Access Control -- 3.2.4 Third-Party Component Security -- 3.2.5 Host Virus Protection -- 3.2.6 Security Audit -- 3.2.7 Resource Control -- 3.3 Cyber Security -- 3.3.1 APN Line -- 3.3.2 Wired Private Network Plus 4G-LTE Network -- 3.4 Terminal Security -- 3.4.1 Terminal Equipment Security Hardening -- 3.4.2 Identification -- 3.4.3 Secure Access -- 3.4.4 Safety Supervision -- 4 Conclusion -- Acknowledgements -- References -- 2 Design of UHV Transmission Line Selection Line -- Abstract -- 1 Introduction -- 2 UHV Line Selection Model and Objective Function Establishment -- 3 Optimization of Line Selection Design Mode -- 4 Analysis of Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- 3 Experimental Investigation on Warm Incremental Sheet Forming Assisted with Oil Bath Heating -- Abstract -- 1 Introduction -- 2 Experimental Principles -- 3 Experimental Set-Up and Procedure -- 4 Experimental Plan and Results -- 5 The Analysis of Variance (ANOVA) of Experimental Results -- 6 Response Surface Results and Interaction Effects -- 7 Conclusion -- Acknowledgements -- References -- 4 The Effect of Process Parameters on the Springback of AZ31B Mg Alloy in Warm Incremental Sheet Forming Assisted with Oil Bath Heating -- Abstract -- 1 Introduction -- 2 Springback Analyses and Measurement -- 3 Experimental Set-Up and Procedure -- 4 Experimental Plan and Results -- 5 The Statistical Analysis and Model Fitting -- 6 The Effect of One Factor Involved Multiple Interactions -- 7 Conclusion -- Acknowledgements -- References.
5 Distributed Finite-Time Consistent Tracking Control for Multi-agent Systems Based on the Fixed Directed Topology -- Abstract -- 1 Introduction -- 2 Model Description -- 3 Main Results -- 4 Numerical Simulation -- 5 Conclusion -- References -- 6 Inner Mongolia Big Data Industry's Development Status and Its Active Promotion to the Construction of China-Mongolia-Russia Economic Corridor -- Abstract -- 1 Introduction -- 2 Overview of Big Data Industry in Inner Mongolia and Its Promoting Role in the Construction of China-Mongolia-Russia Economic Corridor -- 2.1 Overview of the Development of Big Data Industry in Inner Mongolia -- 2.2 The Promoting Role of Inner Mongolia Big Data Industry in the Construction of China-Mongolia-Russia Economic Corridor -- 3 Inner Mongolia Big Data Industry and Its Path and Countermeasure to Realize the Innovative Driving Role in the Construction of China-Mongolia-Russia Economic Corridor -- 4 Conclusion -- References -- 7 An Improved Median Filter Method Based on Multi-directional Template Combined with Image Feature -- Abstract -- 1 Introduction -- 2 Improved Median Filter Algorithm Based on Multi-directional Templates -- 2.1 Suspicious Noise Pixels Extraction Based on Adaptive Median Filtering -- 2.2 Median Filter Method with Multi-directional Templates -- 3 Experiment and Analysis -- 3.1 Evaluation Index -- 3.2 Analysis of PCB Image Denoising -- 4 Conclusion -- Acknowledgements -- References -- 8 Using Support Vector Machine for Option Trading on Settlement Day -- Abstract -- 1 Introduction -- 2 Background and Preliminaries -- 2.1 Kelly Criterion -- 2.2 Ralph Vince's Optimal Fraction -- 2.3 Support Vector Machine -- 2.4 Price Fluctuation of Options on Settlement Date -- 3 Using Technical Indicators as Feature -- 4 Using Money Management on the Option Settlement Date -- 5 Conclusions -- References. 9 An Evolutionary-Based Game Model of Honest and Dishonest Sellers -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Game Model of Sellers -- 3.1 Model Framework -- 3.2 Theoretical Analysis of the Model -- 4 Experimental -- 4.1 The Influence of Honest Non-monopoly Sellers on the Credit Evolution -- 4.2 The Influence of Honest Monopoly Sellers on the Credit Evolution -- 4.3 The Influence of Award and Punishment on the Credit Evolution -- 5 Conclusion -- Acknowledgements -- References -- 10 A Case Knowledge Extraction Method for Chinese Legal Texts -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Domain Based Named Entity Recognition -- 2.2 Research on Knowledge Extraction of Legal Texts -- 3 Case Knowledge Extraction Model -- 3.1 Entity Labeling -- 3.2 Knowledge Extraction on Legal Document -- 3.3 Case Fact Extraction Based on Dependency Syntax -- 4 Experiment and Results -- 4.1 Data Acquisition and Preprocessing -- 4.2 Results on Named Entity Recognition -- 4.3 Performance on Knowledge Extraction -- 4.4 Case Fact Extraction Result Based on Dependency Syntax -- 5 Conclusion -- References -- 11 Hand Detection Based on YOLOv3 -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Hand Detection Model -- 3.1 YOLOv3 -- 3.2 Darknet-53 -- 3.3 Dataset -- 3.4 Experiments -- 4 Conclusion -- References -- 12 Lung Detection Based on YOLOv3 -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Lung Detection Model -- 3.1 YOLOv3 -- 3.2 Darknet-53 -- 3.3 Dataset -- 3.4 Experiments -- 4 Conclusion -- References -- 13 A Fuzzy Creative Works Generation Algorithm Based on Graph Neural Network -- Abstract -- 1 Introduction -- 2 The Fuzzy Creative Works Generation Algorithm Based on GNN -- 2.1 Construction of Multi-Label Fuzzy Creative Data Set -- 2.2 Calculation of Fuzzy Logic Relationships Between Creative Entities -- 2.3 Generation of Fuzzy Creative Works. 3 Evaluation of the Fuzzy Creative Works Generation Results -- 3.1 Realization of Creative Generating Environment -- 3.2 The Comparison Between the Fuzzy Creative Works Generation Algorithm Based on GNN and Manual Selection -- 4 Conclusion -- Acknowledgement -- References -- 14 A Sensitivity Analysis Method of Soil Erosion Based on Land Use Type -- Abstract -- 1 Introduction -- 2 Data Source and Processing -- 2.1 Data Source -- 2.2 Data Preprocessing -- 2.3 Generation of Soil Erosion Sensitivity Distribution Map -- 3 Sensitivity Analysis of Soil Erosion -- 3.1 Relationship Between Soil Erosion and Land Use -- 3.2 Comprehensive Evaluation of Soil Erosion Sensitivity -- 4 Summary -- Acknowledgements -- References -- 15 Land Use Classification Based on Maximum Likelihood Method -- Abstract -- 1 Introduction -- 2 Data Source and Processing -- 2.1 Research Area Survey -- 2.2 Data Source -- 2.3 Data Processing -- 3 Analysis of Land Used Status -- 3.1 Land Used Classification Map -- 3.2 Distribution of Different Land Use Types -- 4 Summary -- Acknowledgements -- References -- 16 Spatial Distribution of Heavy Metals in Soil Based on Kriging Interpolation -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Introduction to Research Areas -- 2.2 Sample Collection and Processing -- 2.3 Data Processing and Analysis -- 3 Result Analysis -- 3.1 Description of Spatial Variation Structure -- 3.2 Kriging Interpolation of Heavy Metals in Soil -- 4 Summary -- Acknowledgements -- References -- 17 Temporal and Spatial Changes of Forest Leaf Area Index Based on MODIS: A Case Study of Fujian Province -- Abstract -- 1 Introduction -- 2 Data Source and Data Processing -- 2.1 Data Source -- 2.2 Data Processing -- 3 Experimental Analysis and Conclusions -- 3.1 Analysis of LAI Spatial Change -- 3.2 Time Variation Analysis of LAI -- 4 Summary -- Acknowledgements. References -- 18 A Meteorological Public Opinion Method Research Base on Deep Random Forest -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Public Opinion Analysis Method -- 3.1 Public Opinion Analysis Framework -- 3.2 Feature Extraction by Vectorization -- 3.3 Build Classifiers -- 3.4 Deep Random Forest -- 4 Experiment and Results -- 4.1 Corpus -- 4.2 Data Preprocessing -- 4.3 Design -- 4.4 Analysis of Experimental Results -- 5 Conclusion -- References -- 19 A New Approach of Intrusion Detection with Command Sequence-To-Sequence Model -- Abstract -- 1 Introduction -- 2 Related Works -- 3 User Command Sequence-To-Sequence Model -- 3.1 Overview of Our Approach -- 3.2 Prediction Model -- 4 Experiment and Evaluation -- 4.1 Dataset -- 4.2 Result Analysis -- 5 Conclusion -- References -- 20 A Survey of Anomaly Traffic Detection Based on Machine Learning -- Abstract -- 1 Introduction -- 2 Machine Learning Methods in Anomaly Traffic -- 2.1 Hierarchical Clustering -- 2.2 Enhanced SVM -- 2.3 Machine Learning Based on SDN -- 2.4 LSTM Model -- 3 Conclusion and Future Work -- References -- 21 Application of Fuzzy Neural Network in Chromatographic Separation -- Abstract -- 1 Introduction -- 2 Mathematical Model of Chromatographic Separation -- 3 Simulation and Prediction -- 3.1 Experimental Environment -- 3.2 FNN Training -- 4 Conclusion -- Acknowledgements -- References -- 22 Concentration Control of SMB System Based on Hierarchical Fuzzy Controller -- Abstract -- 1 Introduction -- 2 Related Model and Method -- 2.1 TMB and SMB Equation Model -- 2.2 Using Forward Difference Method to Numerate Partial Differential Equations -- 3 Simulation -- 3.1 Experimental Environment and Data -- 3.2 Sensitivity Analysis of the Parameters -- 4 Hierarchical Fuzzy Controls -- 4.1 Fuzzy Rule and Controller Structure -- 4.2 Concentration Control Result -- 5 Conclusion. Acknowledgements. |
Record Nr. | UNINA-9910510561903321 |
Pan Jeng-Shyang | ||
Singapore : , : Springer Singapore Pte. Limited, , 2022 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in intelligent data analysis and applications : proceeding of the Sixth Euro-China Conference on Intelligent Data Analysis and Applications, 15-18 October 2019, Arad, Romania / / Jeng-Shyang Pan, Valentina Emilia Balas, Chien-Ming Chen, editors |
Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
Descrizione fisica | 1 online resource (379 pages) |
Disciplina | 006.3 |
Collana | Smart Innovation, Systems, and Technologies |
Soggetto topico | Artificial intelligence |
ISBN |
981-16-5035-7
981-16-5036-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Keynotes -- Contents -- About the Editors -- 1 Analysis of Power Grid Security Access Protection Based on Internet Technology -- Abstract -- 1 Introduction -- 2 Risk Analysis -- 3 Security -- 3.1 Border Security -- 3.2 Host Security -- 3.2.1 User Security Policy -- 3.2.2 Risk Assessment -- 3.2.3 Access Control -- 3.2.4 Third-Party Component Security -- 3.2.5 Host Virus Protection -- 3.2.6 Security Audit -- 3.2.7 Resource Control -- 3.3 Cyber Security -- 3.3.1 APN Line -- 3.3.2 Wired Private Network Plus 4G-LTE Network -- 3.4 Terminal Security -- 3.4.1 Terminal Equipment Security Hardening -- 3.4.2 Identification -- 3.4.3 Secure Access -- 3.4.4 Safety Supervision -- 4 Conclusion -- Acknowledgements -- References -- 2 Design of UHV Transmission Line Selection Line -- Abstract -- 1 Introduction -- 2 UHV Line Selection Model and Objective Function Establishment -- 3 Optimization of Line Selection Design Mode -- 4 Analysis of Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- 3 Experimental Investigation on Warm Incremental Sheet Forming Assisted with Oil Bath Heating -- Abstract -- 1 Introduction -- 2 Experimental Principles -- 3 Experimental Set-Up and Procedure -- 4 Experimental Plan and Results -- 5 The Analysis of Variance (ANOVA) of Experimental Results -- 6 Response Surface Results and Interaction Effects -- 7 Conclusion -- Acknowledgements -- References -- 4 The Effect of Process Parameters on the Springback of AZ31B Mg Alloy in Warm Incremental Sheet Forming Assisted with Oil Bath Heating -- Abstract -- 1 Introduction -- 2 Springback Analyses and Measurement -- 3 Experimental Set-Up and Procedure -- 4 Experimental Plan and Results -- 5 The Statistical Analysis and Model Fitting -- 6 The Effect of One Factor Involved Multiple Interactions -- 7 Conclusion -- Acknowledgements -- References.
5 Distributed Finite-Time Consistent Tracking Control for Multi-agent Systems Based on the Fixed Directed Topology -- Abstract -- 1 Introduction -- 2 Model Description -- 3 Main Results -- 4 Numerical Simulation -- 5 Conclusion -- References -- 6 Inner Mongolia Big Data Industry's Development Status and Its Active Promotion to the Construction of China-Mongolia-Russia Economic Corridor -- Abstract -- 1 Introduction -- 2 Overview of Big Data Industry in Inner Mongolia and Its Promoting Role in the Construction of China-Mongolia-Russia Economic Corridor -- 2.1 Overview of the Development of Big Data Industry in Inner Mongolia -- 2.2 The Promoting Role of Inner Mongolia Big Data Industry in the Construction of China-Mongolia-Russia Economic Corridor -- 3 Inner Mongolia Big Data Industry and Its Path and Countermeasure to Realize the Innovative Driving Role in the Construction of China-Mongolia-Russia Economic Corridor -- 4 Conclusion -- References -- 7 An Improved Median Filter Method Based on Multi-directional Template Combined with Image Feature -- Abstract -- 1 Introduction -- 2 Improved Median Filter Algorithm Based on Multi-directional Templates -- 2.1 Suspicious Noise Pixels Extraction Based on Adaptive Median Filtering -- 2.2 Median Filter Method with Multi-directional Templates -- 3 Experiment and Analysis -- 3.1 Evaluation Index -- 3.2 Analysis of PCB Image Denoising -- 4 Conclusion -- Acknowledgements -- References -- 8 Using Support Vector Machine for Option Trading on Settlement Day -- Abstract -- 1 Introduction -- 2 Background and Preliminaries -- 2.1 Kelly Criterion -- 2.2 Ralph Vince's Optimal Fraction -- 2.3 Support Vector Machine -- 2.4 Price Fluctuation of Options on Settlement Date -- 3 Using Technical Indicators as Feature -- 4 Using Money Management on the Option Settlement Date -- 5 Conclusions -- References. 9 An Evolutionary-Based Game Model of Honest and Dishonest Sellers -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Game Model of Sellers -- 3.1 Model Framework -- 3.2 Theoretical Analysis of the Model -- 4 Experimental -- 4.1 The Influence of Honest Non-monopoly Sellers on the Credit Evolution -- 4.2 The Influence of Honest Monopoly Sellers on the Credit Evolution -- 4.3 The Influence of Award and Punishment on the Credit Evolution -- 5 Conclusion -- Acknowledgements -- References -- 10 A Case Knowledge Extraction Method for Chinese Legal Texts -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Domain Based Named Entity Recognition -- 2.2 Research on Knowledge Extraction of Legal Texts -- 3 Case Knowledge Extraction Model -- 3.1 Entity Labeling -- 3.2 Knowledge Extraction on Legal Document -- 3.3 Case Fact Extraction Based on Dependency Syntax -- 4 Experiment and Results -- 4.1 Data Acquisition and Preprocessing -- 4.2 Results on Named Entity Recognition -- 4.3 Performance on Knowledge Extraction -- 4.4 Case Fact Extraction Result Based on Dependency Syntax -- 5 Conclusion -- References -- 11 Hand Detection Based on YOLOv3 -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Hand Detection Model -- 3.1 YOLOv3 -- 3.2 Darknet-53 -- 3.3 Dataset -- 3.4 Experiments -- 4 Conclusion -- References -- 12 Lung Detection Based on YOLOv3 -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Lung Detection Model -- 3.1 YOLOv3 -- 3.2 Darknet-53 -- 3.3 Dataset -- 3.4 Experiments -- 4 Conclusion -- References -- 13 A Fuzzy Creative Works Generation Algorithm Based on Graph Neural Network -- Abstract -- 1 Introduction -- 2 The Fuzzy Creative Works Generation Algorithm Based on GNN -- 2.1 Construction of Multi-Label Fuzzy Creative Data Set -- 2.2 Calculation of Fuzzy Logic Relationships Between Creative Entities -- 2.3 Generation of Fuzzy Creative Works. 3 Evaluation of the Fuzzy Creative Works Generation Results -- 3.1 Realization of Creative Generating Environment -- 3.2 The Comparison Between the Fuzzy Creative Works Generation Algorithm Based on GNN and Manual Selection -- 4 Conclusion -- Acknowledgement -- References -- 14 A Sensitivity Analysis Method of Soil Erosion Based on Land Use Type -- Abstract -- 1 Introduction -- 2 Data Source and Processing -- 2.1 Data Source -- 2.2 Data Preprocessing -- 2.3 Generation of Soil Erosion Sensitivity Distribution Map -- 3 Sensitivity Analysis of Soil Erosion -- 3.1 Relationship Between Soil Erosion and Land Use -- 3.2 Comprehensive Evaluation of Soil Erosion Sensitivity -- 4 Summary -- Acknowledgements -- References -- 15 Land Use Classification Based on Maximum Likelihood Method -- Abstract -- 1 Introduction -- 2 Data Source and Processing -- 2.1 Research Area Survey -- 2.2 Data Source -- 2.3 Data Processing -- 3 Analysis of Land Used Status -- 3.1 Land Used Classification Map -- 3.2 Distribution of Different Land Use Types -- 4 Summary -- Acknowledgements -- References -- 16 Spatial Distribution of Heavy Metals in Soil Based on Kriging Interpolation -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Introduction to Research Areas -- 2.2 Sample Collection and Processing -- 2.3 Data Processing and Analysis -- 3 Result Analysis -- 3.1 Description of Spatial Variation Structure -- 3.2 Kriging Interpolation of Heavy Metals in Soil -- 4 Summary -- Acknowledgements -- References -- 17 Temporal and Spatial Changes of Forest Leaf Area Index Based on MODIS: A Case Study of Fujian Province -- Abstract -- 1 Introduction -- 2 Data Source and Data Processing -- 2.1 Data Source -- 2.2 Data Processing -- 3 Experimental Analysis and Conclusions -- 3.1 Analysis of LAI Spatial Change -- 3.2 Time Variation Analysis of LAI -- 4 Summary -- Acknowledgements. References -- 18 A Meteorological Public Opinion Method Research Base on Deep Random Forest -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Public Opinion Analysis Method -- 3.1 Public Opinion Analysis Framework -- 3.2 Feature Extraction by Vectorization -- 3.3 Build Classifiers -- 3.4 Deep Random Forest -- 4 Experiment and Results -- 4.1 Corpus -- 4.2 Data Preprocessing -- 4.3 Design -- 4.4 Analysis of Experimental Results -- 5 Conclusion -- References -- 19 A New Approach of Intrusion Detection with Command Sequence-To-Sequence Model -- Abstract -- 1 Introduction -- 2 Related Works -- 3 User Command Sequence-To-Sequence Model -- 3.1 Overview of Our Approach -- 3.2 Prediction Model -- 4 Experiment and Evaluation -- 4.1 Dataset -- 4.2 Result Analysis -- 5 Conclusion -- References -- 20 A Survey of Anomaly Traffic Detection Based on Machine Learning -- Abstract -- 1 Introduction -- 2 Machine Learning Methods in Anomaly Traffic -- 2.1 Hierarchical Clustering -- 2.2 Enhanced SVM -- 2.3 Machine Learning Based on SDN -- 2.4 LSTM Model -- 3 Conclusion and Future Work -- References -- 21 Application of Fuzzy Neural Network in Chromatographic Separation -- Abstract -- 1 Introduction -- 2 Mathematical Model of Chromatographic Separation -- 3 Simulation and Prediction -- 3.1 Experimental Environment -- 3.2 FNN Training -- 4 Conclusion -- Acknowledgements -- References -- 22 Concentration Control of SMB System Based on Hierarchical Fuzzy Controller -- Abstract -- 1 Introduction -- 2 Related Model and Method -- 2.1 TMB and SMB Equation Model -- 2.2 Using Forward Difference Method to Numerate Partial Differential Equations -- 3 Simulation -- 3.1 Experimental Environment and Data -- 3.2 Sensitivity Analysis of the Parameters -- 4 Hierarchical Fuzzy Controls -- 4.1 Fuzzy Rule and Controller Structure -- 4.2 Concentration Control Result -- 5 Conclusion. Acknowledgements. |
Record Nr. | UNINA-9910743380603321 |
Singapore : , : Springer, , [2022] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Genetic and Evolutionary Computing : Proceedings of the Eleventh International Conference on Genetic and Evolutionary Computing, November 6-8, 2017, Kaohsiung, Taiwan / / edited by Jerry Chun-Wei Lin, Jeng-Shyang Pan, Shu-Chuan Chu, Chien-Ming Chen |
Edizione | [1st ed. 2018.] |
Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
Descrizione fisica | 1 online resource (XIII, 208 p. 80 illus.) |
Disciplina | 004.35 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Data mining Artificial intelligence Signal processing Image processing Speech processing systems Optical data processing Computational Intelligence Data Mining and Knowledge Discovery Artificial Intelligence Signal, Image and Speech Processing Image Processing and Computer Vision |
ISBN | 981-10-6487-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910299565003321 |
Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|