Title Proceedings of 2020 Chinese Intelligent Systems Conference. Volume II / Yingmin Jia, Weicun Zhang, Yongling Fu, editors

Published Singapore : Springer, 2021

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Description 1 online resource Series Lecture notes in electrical engineering, 1876-1100 ; v. 706 Lecture notes in electrical engineering ; v. 706. Contents Intro -- Contents -- Application of Real-Time Wavelet De-noising Based on Sliding Window in LADRC -- 1 Introduction -- 2 Algorithm Description -- 2.1 Wavelet De-noising -- 2.2 Real-Time De-noising Based on Sliding Window -- 3 Control Scheme -- 4 Simulation Results -- 5 Conclusions -- References -- Financial Topic Detection Algorithm Based on Multi-feature Fusion -- 1 Introduction -- 2 Related Work -- 3 Topic Detection Algorithm Based on Text Semantics and Clustering -- 3.1 Text Semantic Representation Based on Multi-view Feature Fusion -- 3.2 Clustering Algorithm Based on Time Decay 4 Analysis of Experimental Results -- 5 Conclusion and Future Work -- References -- Research on Sentiment Analysis of Financial Text Based on Semantic Matching -- 1 Introduction -- 2 Related Work -- 3 Implementation of Sentiment Analysis Algorithm of Financial Text Based on Semantic Matching (BSMSA) -- 3.1 Introduction to Pre-trained Model BERT -- 3.2 Introduction to Improved Semantic Matching Model of Siamese Network -- 4 Experiments -- 4.1 Dataset and Evaluation Indicators -- 4.2 Results and Analysis of Semantic Matching Experiments -- 4.3 Results and Analysis of Sentiment Analysis Experiments 5 Conclusions -- References -- A User Portrait Construction Method for Financial Credit -- 1 Introduction -- 2 Algorithm Implementation -- 2.1 User Financial Portrait Generation Based on Social Networks -- 2.2 User Financial Portrait Generation Based on User Financial Characteristics -- 2.3 PageRank-Based User Portrait Correction -- 3 Experimental Results and Analysis -- 3.1 Dataset -- 3.2 Experimental Results -- 4 Conclusion -- References -- E-Product Recommendation Algorithm Based on Knowledge Graph and Collaborative Filtering -- 1 Introduction -- 2 The Proposed Method 2.1 Recurrent Knowledge Graph (RKG) -- 2.2 LSTM Network Layer -- 2.3 Collaborative Filtering (CF) -- 3 Knowledge Graph and Collaborative Filtering Fusion Algorithm -- 4 Experimental Results and Analysis -- 4.1 Experimental Data Set -- 4.2 Comparative Analysis of Experimental Parameters -- 4.3 Comparative Analysis of Experimental Methods -- 5 Conclusion -- References -- Financial Sentiment Analysis Based on Pre-training and TextCNN -- 1 Introduction -- 2 Related Work -- 3 Implementation of Financial Sentiment Analysis Model Based on Pre-training and TextCNN (PTEAM) -- 3.1 Pre-trained Model BERT 3.2 Improved TextCNN Algorithm -- 4 Experiments -- 4.1 Dataset -- 4.2 Experimental Evaluation and Analysis -- 5 Conclusions -- References -- Formation Terminal Sliding Mode Control for Multiple Mobile Robots -- 1 Introduction -- 2 System Description -- 3 Controller Design -- 4 Experiment -- 5 Conclusion -- References -- Mining Correlation Features of User Financial Behavior Based on Attention Mechanism and Dual Channel -- 1 Introduction -- 2 The Proposed User Behavior Prediction Algorithm Based on Attention Mechanism and Dual Channel (NDUA) Summary The book focuses on new theoretical results and techniques in the field of intelligent systems and control. It provides in-depth studies on a number of major topics such as Multi-Agent Systems, Complex Networks, Intelligent Robots, Complex System Theory and Swarm Behavior, Event-Triggered Control and Data-Driven Control, Robust and Adaptive Control, Big Data and Brain Science, Process Control, Intelligent Sensor and Detection Technology, Deep learning and Learning Control Guidance, Navigation and Control of Flight Vehicles and so on. Given its scope, the book will benefit all researchers, engineers, and graduate students who want to learn about cutting-edge advances in intelligent systems, intelligent control, and artificial intelligence Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed November 24, 2020) In Springer Nature eBook Subject Artificial intelligence -- Congresses Multiagent systems -- Congresses Automatic control -- Congresses Computational intelligence -- Congresses Robotics -- Congresses Artificial intelligence. Artificial Intelligence artificial intelligence. Artificial intelligence Automatic control Computational intelligence Multiagent systems Robotics Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Jia, Yingmin. Zhang, Weicun Fu, Yongling ISBN 9789811584589 9811584583

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