Proceedings of 2018 Chinese Intelligent Systems Conference. Volume II ([2019])

• Record Type: Book
• Further Information: Note: Yingmin Jia, [and 2 others], editors.
• Editors: Jia, Yingmin
• Other Names: Chinese Intelligent Systems Conference
• Contents: Intro; Contents; Multi-model Modeling of Heating Furnace System Based on FCM and GA Optimization ElasticNet-SVR; 1 Introduction; 2 Principles of ElasticNet and SVR Models; 2.1 The Principle of ElasticNet Model; 2.2 The Principle of SVR Model; 3 Multi-model Modeling of Heating Furnace; 3.1 Data Processing and Working Condition Partitioning; 3.2 The Establishment of Local Model; 3.3 Establishment of Global Model Based on GA; 4 Modeling and Case Analysis of Heating Furnace; 4.1 FCM Clustering; 4.2 Multi-model Modeling; 5 Conclusion; References. User Interaction Based Bursty Topic Model for Emergency Detection1 Introduction; 2 Related Works; 2.1 Semantic Enrichment; 2.2 Emergency Detection; 3 User Interaction Based Bursty Topic Model (UIBTM); 3.1 User Interaction Based Semantic Enrichment; 3.2 Generative Process of UIBTM; 4 Experiment and Evaluation; 4.1 Description of Dataset and Baseline Methods; 4.2 Hyper-parameters Selection; 4.3 Evaluation of Bursty Topics Discovered; 5 Conclusions; References; Microblog Search Based on Deep Reinforcement Learning; 1 Introduction; 2 Related Work. 3 Microblog Search Based on Reinforcement Learning3.1 Microblog Search Problem Definition; 3.2 Deep Q Network for Microblog Search; 4 Experimental Results and Analysis; 4.1 Dataset; 4.2 Parameters Settings of Microblog Search Experiment; 4.3 Evaluation Indexes; 4.4 Comparison and Analysis; 5 Conclusions; References; A Cross-Modal Short Text Semantic Expansion Method for Microblog Search; 1 Introduction; 2 Related Works; 3 Cross-Modal Semantic Expansion Algorithm (CSE); 3.1 Algorithm Framework; 3.2 From Image to Text Semantics; 3.3 Cross-Modal Semantic Expansion Weighted Embedding (CSEWE). 4 Experiment and Analysis4.1 Dataset; 4.2 Experiment Settings and Evaluation Metric; 4.3 Result and Analysis; 5 Conclusions; References; New Personnel Positioning Algorithm in Mine Based on PSO-GSA; 1 Introduction; 2 Weighted Centroid Algorithm; 3 Underground Personnel Positioning Algorithm Based on PSO-GSA; 4 Experimental Simulation and Result Analysis; 5 Conclusion; References; Research on the Values Tendency Analysis of the Micro-blogging User Based on Social Networks; 1 Introduction; 1.1 The Study of Values; 1.2 Analysis on User Behavior in Micro-blogging Communities; 2 Research Method. 2.1 Value Vector Space Generation2.2 Value Vector Computation; 2.3 Individual Value Priority Evaluation; 3 Experiment Analysis; 4 Conclusion; References; A Method of Semantic Image Inpainting with Generative Adversarial Networks; 1 Introduction; 2 Related Work; 3 Semantic Image Inpainting; 3.1 Contextual Loss; 3.2 Perceptual Loss; 3.3 Inpainting; 4 Experiments; 4.1 Qualitative Analysis; 4.2 Quantitative Analysis; 4.3 Discussion; 5 Conclusion; References; Adaptive Neural Network Control for Uncertain Robotic Manipulators with Output Constraint Using Integral-Barrier Lyapunov Functions.
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.3; Artificial intelligence -- Congresses; Electronic books
• Languages: English
• ISBNs: 9789811322914; 9811322910
• Related ISBNs: 9789811322907; 9811322902
• Notes: Note: Description based on online resource; title from digital title page (viewed on February 13, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.