Computational Intelligence and Intelligent Systems : 10th International Symposium, ISICA 2018, Jiujiang, China, October 13–14, 2018, Revised Selected Papers

This book constitutes the thoroughly refereed proceedings of the 10th International Symposium, ISICA 2018, held in Jiujiang, China, in October 2018. The 32 full papers presented were carefully reviewed and selected from 83 submissions. The papers are organized in topical sections on nature-inspired computing; bio-inspired computing; novel operators in evolutionary algorithms; automatic object segmentation and detection; and image colorization; multilingual automatic document classication and translation; knowledge-based articial intelligence; predictive data mining. Front Matter ....Pages I-XI Front Matter ....Pages 1-1 Solve the IRP Problem with an Improved PSO (Zelin Wang, Shi Cheng, Hu Peng)....Pages 3-16 Artificial Bee Colony Algorithm Based on Uniform Local Search (Yan Zhang, Hu Peng, Changshou Deng, Xiaojing Wang, Haiyan Huang, Xujie Tan)....Pages 17-26 An Improved Firefly Algorithm Hybrid with Fireworks (Xiaojing Wang, Hu Peng, Changshou Deng, Lixian Li, Likun Zheng)....Pages 27-37 Enhanced Fireworks Algorithm with an Improved Gaussian Sparks Operator (Jinglei Guo, Wei Liu)....Pages 38-49 A Binary Particle Swarm Optimization for Solving the Bounded Knapsack Problem (Ya Li, Yichao He, Huanzhe Li, Xiaohu Guo, Zewen Li)....Pages 50-60 Front Matter ....Pages 61-61 A New Multi-strategy Ensemble Artificial Bee Colony Algorithm for Water Demand Prediction (Hui Wang, Wenjun Wang)....Pages 63-70 Approximate Backbone Subsection Optimization Algorithm for the Traveling Salesman Problem (Feipeng Wang, Hu Peng, Changshou Deng, Xujie Tan, Likun Zheng)....Pages 71-80 A Computing Model for Four-Valued Logic AND Gate Based on DNA Origami and DNA Displacement (Zhen Tang, Zhixiang Yin, Xia Sun, Jing Yang, Jianzhong Cui)....Pages 81-90 0-1 Integer Programming Based on DNA Tetrahedral Probe (Jing Yang, Xinmu Yang, Zhixiang Yin, Zhang Qiang, Jianzhong Cui)....Pages 91-100 A Novel Discrete Grey Wolf Optimizer for Solving the Bounded Knapsack Problem (Zewen Li, Yichao He, Huanzhe Li, Ya Li, Xiaohu Guo)....Pages 101-114 Front Matter ....Pages 115-115 Causes of the Imbalance Between Exploration and Exploitation in Evolutionary Computation (Zhe Chen, Chengjun Li)....Pages 117-131 Analysis of Optimization Capability of Selection Operator for DE Algorithm (Huichao Liu, Fengying Yang)....Pages 132-141 A New Quantum Evolutionary Algorithm in 0-1 Knapsack Problem (Jialin Li, Wei Li)....Pages 142-151 A General Selection Method for Mutation Strategy in Differential Evolution (Dahai Xia, Song Lin, Meng Yan, Caiquan Xiong, Yuanxiang Li)....Pages 152-161 Front Matter ....Pages 163-163 An Enhanced Region-Based Model for Segmentation Images with Intensity Inhomogeneity (Haiping Yu, Xiaoli Lin)....Pages 165-176 Algorithm Research on Distributed Pattern Recognition (Zelin Wang, Zhengqi Zhou, Muyan Zhou)....Pages 177-189 Anime Sketch Coloring with Swish-Gated Residual U-Net (Gang Liu, Xin Chen, Yanzhong Hu)....Pages 190-204 A Novel Moving Object Detection Algorithm of the Monitor Video in the Foggy Weather (Chunyu Xu, Yufeng Wang, Wenyong Dong)....Pages 205-215 Front Matter ....Pages 217-217 Language-Ontology-Based Russian-Chinese Basic Sentence Bank Construction (Aigang Yao, Wuying Liu)....Pages 219-226 Chinese Text Classification Based on Character-Level CNN and SVM (Huaiguang Wu, Daiyi Li, Ming Cheng)....Pages 227-238 Malay-Corpus-Enhanced Indonesian-Chinese Neural Machine Translation (Wuying Liu, Lin Wang)....Pages 239-248 Combining Transformation and Classification for Recognizing Textual Entailment (Han Ren, Jing Wan, Xiaomei Chen)....Pages 249-256 Front Matter ....Pages 257-257 Research on the Construction of Three Level Customer Service Knowledge Graph in Electric Marketing (Zelin Wang, Zhengqi Zhou, Muyan Zhou)....Pages 259-268 YVONNE: A Fast and Accurate Prediction Scoring Retrieval Framework Based on MF (Yi Yang, Caixue Zhou, Guangyong Gao, Zongmin Cui, Feipeng Wang)....Pages 269-280 Authentication Mechanism for IoT Device in Micro Grid Environments (Jeong-Cheol Yeom, Qing Zhou, In-A Song, Young-Seok Lee, In-ho Ra)....Pages 281-291 Event Relation Identification Based on Dependency and Co-occurrence (Junhui Yang, Zongtian Liu, Wei Liu)....Pages 292-305 Adaptively Calling Selection Based on Distance Sorting in CoBiDE (Zhe Chen, Chengjun Li)....Pages 306-316 Front Matter ....Pages 317-317 Outlier Detection Based on Cluster Outlier Factor and Mutual Density (Zhongping Zhang, Mengfan Zhu, Jingyang Qiu, Cong Liu, Debin Zhang, Jie Qi)....Pages 319-329 Local Outlier Detection Algorithm Based on Gaussian Kernel Density Function (Zhongping Zhang, Jiaojiao Liu, Chuangye Miao)....Pages 330-343 The Research of Data Blood Relationship Analysis on Metadata (Fenfen Guan, Yongping Gao, Congcong Cai, Jun Zhang)....Pages 344-351 Detection of Pedestrians Based on the Fusion of Human Characteristics and Kernel Density Estimation (Shi Cheng, Muyan Zhou, Chunhong Lu, Yuanjin Li, Zelin Wang)....Pages 352-364 Entropy Isolation Forest Based on Dimension Entropy for Anomaly Detection (Liefa Liao, Bin Luo)....Pages 365-376 Back Matter ....Pages 377-378