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Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan
| Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
| Autore | Hassanien Aboul Ella |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (638 pages) |
| Disciplina | 658.472 |
| Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Business - Data processing Operations research Computational Intelligence Business Informatics Operations Research and Decision Theory |
| ISBN | 981-9739-80-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Conference Committee -- Preface -- About This Book -- Contents -- About the Editors -- Part I Automatic Control Technique -- 1 Extraction of Small Resonance Signals in Strong Same-Frequency Background -- 1.1 Introduction -- 1.2 Target Problem -- 1.2.1 Problem Description -- 1.2.2 Modeling -- 1.3 Demodulation -- 1.3.1 Short-Time Fourier Transform -- 1.3.2 Continuous Wavelet Transform -- 1.3.3 Shallow Neural Network -- 1.4 Discussion -- 1.5 Conclusion -- References -- 2 Coverage Optimization of WSN Based Upon Improved Salp Swarm Algorithm -- 2.1 Introduction -- 2.2 WSN Coverage Model -- 2.2.1 Improved Salp Swarm Algorithm -- 2.2.2 Improved Population Initialization of Logistic Mapping -- 2.2.3 Leader Position Update Improvement Strategy -- 2.2.4 Follower Position Update Improvement Strategy -- 2.3 Covering Optimization Algorithm Design -- 2.4 Simulation Experiment and Analysis -- 2.4.1 Comparison with ABC -- 2.4.2 Comparison with IWOA -- 2.5 Conclusion and Outlook -- References -- 3 Improved Algorithm of FP-Growth Based on Strong Data Correlation -- 3.1 Introduction -- 3.2 FP-Growth Algorithm -- 3.3 Improved FP-Growth Algorithm -- 3.4 Experiment and Analysis -- 3.5 Conclusion -- References -- 4 Multimodal Vehicle Trajectory Prediction with Stacked Attention -- 4.1 Introduction -- 4.2 Target Vehicle Trajectory Prediction -- 4.2.1 Problem Definition -- 4.2.2 Predictive Model Framework -- 4.3 Overall Model -- 4.3.1 Feature Extraction -- 4.3.2 Feature Fusion -- 4.3.3 Trajectory Generation -- 4.4 Experimental Evaluations -- 4.4.1 Datasets -- 4.4.2 Evaluation Metric -- 4.4.3 Training and Implementation Details -- 4.4.4 Results -- 4.5 Conclusion -- References -- 5 Study on Reactive Power Optimization of Distribution Network Considering the Constraint of the Number of Capacitor Actions -- 5.1 Introduction -- 5.2 Reactive Power Optimization Model.
5.3 Recursive Merge Strategy -- 5.4 Expected Characteristic Network -- 5.5 Approximate Equivalent Transformation and Solution of the Model -- 5.5.1 Approximate Equivalent Transformation of the Model -- 5.5.2 Solution of Equivalent Model -- 5.6 Solution Steps of the Reactive Power Optimization Model -- 5.7 Simulation Example -- 5.8 Conclusion -- References -- 6 Kinect-Based Dual-Stream Spatiotemporal Convolution Human Behavior Recognition Technology -- 6.1 Introduction -- 6.2 Human Skeleton Feature Extraction -- 6.2.1 Coordinate Acquisition and Transformation of Coordinates -- 6.2.2 Behavior Feature Extraction of Key Points -- 6.3 Spatiotemporal Convolution Neural Network -- 6.3.1 Spatiotemporal Double Flow Neural Network -- 6.3.2 Improved Spatiotemporal Double Flow Neural Network -- 6.3.3 Residual Connection -- 6.3.4 Overall Identification Network Design -- 6.4 Experiment and Result Analysis -- 6.4.1 Dataset -- 6.4.2 Data Training and Experimental Testing -- 6.4.3 Comparison with Other Methods -- 6.5 Conclusion -- References -- 7 Research on Attitude Control Algorithm of Flexible Free-Floating Space Robot System -- 7.1 Introduction -- 7.2 Kinematics and Dynamics Modeling -- 7.3 Controller Design -- 7.4 Stability Analysis of the SMVS Controller -- 7.5 Numerical Simulation -- 7.6 Conclusion -- References -- 8 Beamforming Antenna Array for Wireless Communications-Based Improved Grey Wolf Optimizer Algorithm -- 8.1 Introduction -- 8.2 Objective Function and LAA Array Factor -- 8.3 Optimization Techniques -- 8.3.1 Grey Wolf Optimization Algorithm (GWO) -- 8.3.2 Improved Grey Wolf Optimization Algorithm (I-GWO) -- 8.4 Optimization Examples -- 8.4.1 Elements Position Optimization -- 8.4.2 Computational Complexity -- 8.5 Conclusion -- References -- 9 Exploration and Analysis of Seizure Spikes Through Spectral Domain Transformation -- 9.1 Introduction. 9.2 Related Work -- 9.3 Methodology -- 9.3.1 Data Acquisition -- 9.3.2 Spectral Transformation -- 9.3.3 EEG Data Analysis -- 9.4 Experimental Analysis -- 9.5 Results and Discussion -- 9.5.1 Magnitude Spectrum Analysis -- 9.5.2 Frequency Spectrum Analysis -- 9.5.3 Correlation Analysis -- 9.6 Conclusion and Future Scope -- References -- Part II Business Intelligence and Decision Making -- 10 Coupling and Coordination Analysis of Big Data and Financial Data in the E-commerce Industry -- 10.1 Introduction -- 10.2 Construction of Evaluation Index System -- 10.2.1 Coupling Coordination Index -- 10.2.2 Design of Evaluation Index System -- 10.3 Measurement and Analysis of the Coordinated Development Level of Financial Data and Big Data of E-commerce Enterprises -- 10.3.1 Data Sources -- 10.3.2 Construction of the Evaluation Model -- 10.3.3 Results and Analysis -- 10.4 Conclusions and Recommendations -- 10.4.1 Conclusion -- 10.4.2 Recommendations -- References -- 11 Research on the Purchase Intention of New Generation Farmers' Internet Financial Products -- 11.1 Introduction -- 11.2 Theoretical Framework and Assumptions -- 11.2.1 Planned Behavior Theory -- 11.2.2 Research Hypothesis -- 11.3 Research Methods -- 11.3.1 Structural Equation Modeling -- 11.3.2 Questionnaire Design and Data Sources -- 11.4 Result Analysis -- 11.4.1 Descriptive Analysis -- 11.4.2 Reliability and Validity Test -- 11.4.3 Hypothesis Testing and Discussion of Results -- 11.5 Conclusions and Countermeasures -- 11.5.1 Analysis Conclusion -- 11.5.2 Suggestions -- References -- 12 WOA-LSTM CSI 500 Forecast Model Based on Baidu Index -- 12.1 Introduction -- 12.2 Model Principle -- 12.2.1 Whale Optimization Algorithm -- 12.2.2 LSTM Neural Network -- 12.3 Data Preprocessing -- 12.3.1 Data Acquisition -- 12.3.2 Data Preprocessing -- 12.4 Empirical Analysis. 12.4.1 WOA-LSTM Time Series Forecasting Model -- 12.4.2 Model Implementation -- 12.4.3 Evaluation Indicators -- 12.4.4 Result Analysis -- 12.5 Conclusion -- References -- 13 Research on the Synchronous Decision-Making of E-commerce Marketing Under the Influence of Various Factors -- 13.1 First Section -- 13.2 Problem Description and Basic Assumptions -- 13.2.1 Problem Description -- 13.2.2 Hypothesis -- 13.2.3 Chaos Web Celebrity E-commerce Marketing System -- 13.3 Chaos Web Celebrity E-commerce Marketing System with Uncertain Parameters and Input Disturbance and Its Pulse Synchronization Policy -- 13.4 Example Analysis -- 13.5 Conclusion -- References -- 14 A Study on Antitrust Regulation of Platform Economy Based on Evolutionary Game -- 14.1 Introduction -- 14.2 Literature Review -- 14.3 Benchmark Model -- 14.3.1 Definition of the Game Subject Subsection Sample -- 14.3.2 Description of the Assumptions and Parameters of the Model -- 14.4 Game Equilibrium Analysis of Evolving Subjects -- 14.4.1 Replication of Dynamic Equations -- 14.4.2 Stability Analysis of Evolutionary Game Models -- 14.4.3 Analysis of Evolutionary Stabilization Strategies -- 14.4.4 Simulation and Analysis of Data -- 14.5 Conclusions and Policy Recommendations -- 14.5.1 Conclusion -- 14.5.2 Recommendation -- References -- 15 A Review of Non-dominating Sorting Algorithms -- 15.1 Introduction -- 15.2 Dominance Relation -- 15.3 Non-dominated Sorting Methods -- 15.4 Categories of NDS -- 15.4.1 Categories -- 15.4.2 Tree-Based NDS -- 15.4.3 FOO -- 15.4.4 Labeling and Deleting-Based NDS -- 15.4.5 Full Objective Sorted List-Based NDS -- 15.4.6 Divide-and-Conquer-Based NDS -- 15.5 Conclusion -- References -- Part III Digital Economy and Digital Technology -- 16 The Impact of Digital Finance on China's Regional Innovation Capabilities-A Spatial Autoregressive Model. 16.1 Introduction and Literature Review -- 16.2 Model and Variable Descriptions -- 16.2.1 Spatial Autocorrelation Test -- 16.2.2 Spatial Autoregressive Model -- 16.2.3 Variable Descriptions -- 16.3 Empirical Analysis -- 16.3.1 Spatial Autocorrelation Test -- 16.3.2 Empirical Results of the SAR Model -- 16.3.3 Robustness Test -- 16.3.4 The Analysis of Heterogeneity -- 16.4 Conclusions and Policy Recommendations -- References -- 17 The Measurement of the Total Factor Productivity of China's Electronic Commerce Industry Based on Global Malmquist Index Method -- 17.1 Introduction -- 17.2 Methodology -- 17.2.1 Global Malmquist Index Method -- 17.2.2 Data -- 17.3 Analysis and Discussion -- 17.4 Conclusion -- References -- 18 Evaluation of International Competitiveness of Patent-Intensive Industries Based on AHP-FCE Model -- 18.1 Introduction -- 18.2 Construction of an Index System of International Competitiveness for Patent-Intensive Industries -- 18.2.1 Construction of Primary Evaluation Index System -- 18.2.2 Principle of Characteristic Root Method for Group Decision-Making -- 18.2.3 Screening of Key Evaluation Indicators -- 18.3 Fuzzy Hierarchical Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.3.1 Principle of Analytic Hierarchy Process -- 18.3.2 The Basic Principle of the Fuzzy Comprehensive Evaluation Method -- 18.4 A Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.4.1 Determination of Evaluation Index Weight by Analytic Hierarchy Process -- 18.4.2 Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.5 Conclusions and Recommendations -- References -- 19 Analysis of the Economic Effects of China-Russia Co-construction of the "Polar Silk Road" Based on the GTAP Model -- 19.1 Introduction -- 19.2 GTAP Model Setting. 19.2.1 Introduction of the GTAP Model. |
| Record Nr. | UNINA-9910886081303321 |
Hassanien Aboul Ella
|
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Business Intelligence and Information Technology : Proceedings of BIIT 2022 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan
| Business Intelligence and Information Technology : Proceedings of BIIT 2022 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
| Autore | Hassanien Aboul Ella |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (818 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Operations research Business—Data processing Computational Intelligence Operations Research and Decision Theory Business Informatics |
| ISBN | 981-9934-16-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Research on the Incentive Mechanism of Publishing Editors Based on Psychological Contract -- Evaluation of China’s Digital Agriculture Development Level Under the Entropy Method -- Research on Patent Cooperation Network of Patent-Intensive Industries in Heilongjiang Province from the Perspective of Complex Network -- Study of Egg Product Supply Chain Benefit Allocation Based on Fuzzy Shapley Value -- Trilateral Evolutionary Game Analysis of Personal Information Use and Protection in the Digital Economy -- Research on the Evaluation of Tourism Digital Content Marketing Based on PCA-AHP. |
| Record Nr. | UNINA-9910734899103321 |
|
Hassanien Aboul Ella
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||