Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Volume 2

Description

This book discusses the recent advances in natural computation, fuzzy systems and knowledge discovery. Presenting selected, peer-reviewed papers from the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), held in Kunming, China, from 20 to 22 July 2019, it is a useful resource for researchers, including professors and graduate students, as well as R&D staff in industry. Front Matter ....Pages i-xxv Front Matter ....Pages 1-1 Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs (CaiXia Qin, MingXue Liao, YuanYuan Liang, ChangWen Zheng)....Pages 3-13 An Efficient Algorithm to Mine High Average-Utility Sequential Patterns (Tiantian Xu)....Pages 14-22 HPM-FSI: A High-Performance Algorithm for Mining Frequent Significance Itemsets (Huan Phan, Bac Le)....Pages 23-33 Front Matter ....Pages 35-35 Bayesian Face Recognition Approach Based on Feature Fusion (Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu Wang, Xianchao Xiu, Wanquan Liu et al.)....Pages 37-45 Predictive Model for Brazilian Presidential Election Based on Analysis of Social Media (Guilherme Silva, Mirele Costa, André Drummond, Li Weigang)....Pages 46-53 On Back-Propagation Network to Early Judgment of Seismic Sequences (Anxu Wu)....Pages 54-60 Privacy-Protected KNN Classification Algorithm Based on Negative Database (Hucheng Liao, Yu Chen, Shihu Bu, Mingkun Zhang)....Pages 61-68 TruRec: An Improved Trust-Based Recommendation in Cross-Domain (Wanrong Gu, Xianfen Xie, Ziye Zhang, Yichen He, Yijun Mao, Hailiang Li et al.)....Pages 69-76 Front Matter ....Pages 77-77 Knowledge Matching in Horizontal Collaborative Fuzzy Clustering (Longshu Liu, Fusheng Yu, Fangyang Wang)....Pages 79-88 KNN-Based Pseudo-supervised RCNN Framework for Text Clustering (Zhi Chen, Wu Guo)....Pages 89-97 Clustering Optimization and Evaluation of Campus Network User Behavior Analysis System (Hong Jiang, Qingsong Yu, Yingying Xu)....Pages 98-104 Minkowski Metric Based Soft Subspace Clustering with Different Minkowski Exponent and Feature Weight Exponent (Xiaobin Zhi, Longtao Bi)....Pages 105-112 Front Matter ....Pages 113-113 Semantic Knowledge Sharing Mechanism Based on Blockchain (Botao Zhang, Xingzhou Li, Hui Ren, Jinguang Gu)....Pages 115-127 Semantic Retrieval Based on User Intention Recognition in Engineering Domain (Ling Ge, Boshen Ding)....Pages 128-138 Path-Based Knowledge Graph Completion Combining Reinforcement Learning with Soft Rules (Wenting Yu, Xiangnan Ma, Luyi Bai)....Pages 139-146 A Model of Trust Knowledge Based on Trust Relationship and Knowledge Sharing (Ge Yang, Hanxuan Wang, Jing Huang)....Pages 147-153 Front Matter ....Pages 155-155 Mathematical Programming for Piecewise Linear Representation of Discrete Time Series (Yang Xiyang, Zhang Jing, Yu Fusheng, Li Zhiwei)....Pages 157-167 Tag2Vec: Tag Embedding for Top-N Recommendation (Ming He, Kaisheng Yao, Peng Yang, Yuan Yao)....Pages 168-175 Enhance Target Features in Real-Time Arbitrary Style Transfer (Yuxiong Fang, Hong Jiang)....Pages 176-184 Cross-Projection for Embedding Translation in Knowledge Graph Completion (Xiangnan Ma, Wenting Yu, Lin Zhu, Luyi Bai)....Pages 185-193 Topological Data Analysis for Time Series Changing Point Detection (Vanderlei Miranda, Liang Zhao)....Pages 194-203 Hyperspectral Remote Sensing Images Feature Extraction Based on Weighted Classwise Non-locality Preserving Projection (Jing Liu, Ting-ting Li, Tong Zhang, Yi Liu)....Pages 204-211 Sample Generation Combining Generative Adversarial Networks and Residual Dense Networks (Ji Chen, Wei Du, Xing Wang, Haitao Chen, Nannan Tang, Zhijia Shen)....Pages 212-220 Dynamic Detection of Malicious Code on Android Based on Improved Multi-feature Gaussian Kernel (Qing Yu, Xixi Luo, Zuohua Wang)....Pages 221-228 A Rough Set Classifier Based on Discretization and Attribute Selection (Yingjuan Sun, Dongbing Pu, Dongbing Gu, John Q. Gan, Kun Yang)....Pages 229-236 Front Matter ....Pages 237-237 RDF Multi-query Optimization Algorithm Based on Triple Pattern Reordering (Manzi Wang, Fangfang Xu, Haidong Fu)....Pages 239-253 Fuzzy Partition Based Period Detection Method for Numerical Time Series (Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang)....Pages 254-262 A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph (Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang)....Pages 263-271 Applicability Study of Battery Charging Stations in Off-grid for Rural Electrification – The Case of Rwanda (Ghamgeen Izat Rashed, Gilbert Shyirambere, Geoffrey Gasore)....Pages 272-283 The Fractional SEIRS Epidemic Model for Information Dissemination in Social Networks (Qiujuan Tong, Huan Wang, Jianke Zhang, Linna Li, Qiongdan Huang)....Pages 284-291 An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability (Zhenjie Zhang, Hongwei Ma)....Pages 292-300 Comparative Studies of Robot Navigation (Zhan Xu, Anxin Zhao, Bo Zhai, Anyi Wang, Lina Zhang)....Pages 301-310 Front Matter ....Pages 311-311 Two-Stage Sampling Method for Social Media Bigdata (Ying’an Cui, Xue Li)....Pages 313-320 Two-Stage Discriminative Feature Selection (Xiaobin Zhi, Shaoru Wu)....Pages 321-328 An Efficient Algorithm for Enumerating Maximal Bicliques from a Dynamically Growing Graph (Rui Wang, Mingxue Liao, Caixia Qin)....Pages 329-337 Front Matter ....Pages 339-339 A Cloud-Based Dashboard for Time Series Analysis on Hot Topics from Social Media (Yunkai Liu, Weifeng Xu)....Pages 341-348 Using SVM to Provide Precipitation Nowcasting Based on Radar Data (Xiongfa Mai, Haiyan Zhong, Ling Li)....Pages 349-356 Front Matter ....Pages 357-357 Research on Medical Big Data Security Management (Xiaohan Hu, Rong Jiang, Zhenwei Qian, Mingyue Shi, Jingwei Shang)....Pages 359-367 Research of Entity Relation Extraction Model Based on Dependency Parsing Neural Network (Guojin Cao, Jianxia Chen, Fan Yang, Chao Li, Jie Zhang)....Pages 368-375 Research on College Students’ Academic Early Warning System Based on PCA-SVM (Xiang Chen, Xiuling Jin, Geng Lin)....Pages 376-383 Exascale Flood Modelling in Environment Supporting Urgent Computing (Martin Bobák, Ondrej Habala, Ladislav Hluchý)....Pages 384-391 Research on Students’ Campus Behavior Analysis and Warning System Based on Big Data (Huayong Liu, Nianlai Jiao)....Pages 392-400 Front Matter ....Pages 401-401 Performance Evaluation of Transfer Learning for Pornographic Detection (Buddhi Ashan, Hyuk Cho, Qingzhong Liu)....Pages 403-414 Detect Video Forgery by Performing Transfer Learning on Deep Neural Network (Zhaohe Zhang, Qingzhong Liu)....Pages 415-422 Front Matter ....Pages 423-423 DTR: A Novel Topic Generate Algorithm Based on Dbscan and TextRank (Yingbao Cui, Di Liu, Qiang Li, Zhen Qiu, Xusheng Yang)....Pages 425-433 Artificial Intelligence Recruitment Analysis (Xin Zhang, Shaohong Zhang, Jianyu Liu, Liqing Cai, Jing Wang)....Pages 434-442 A System for Collecting and Analyzing Data from Existing Game Selling Platforms (Man-Ching Yuen, Siu-Lung Chan, Ho-Tung Leung, Pak-Lun Wu, Pui-Yi Yip)....Pages 443-450 A Knowledge Selection Model in Pointer-Generator Dialogue Systems (An Wang, MingXue Liao, Pin Lv)....Pages 451-458 Identifying Influential Users by Improving LeaderRank (Yong Yao, Cong Ji)....Pages 459-467 Topic Clustering Analysis of Online Judge System (Jianyu Liu, Shaohong Zhang, Liqing Cai, Zhendong Zheng)....Pages 468-477 Front Matter ....Pages 479-479 Vessel Segmentation Based on Region-Scalable Fitting Energy (Jitong Hou, Qingbo Yin, Peiyuan Wu, Mingyu Lu)....Pages 481-490 Image Recognition Based on Directed Complex Network Model (ShuJian Shi)....Pages 491-498 Front Matter ....Pages 499-499 A Cache Based Countermeasure Against DDoS Attacks in Xen (Xiaomei Dong, Siming Du)....Pages 501-508 Public Sentiment Monitoring and Early-Warning for Enterprise (Zhen Qiu, Di Liu, Qiyuan Wang, Yingbao Cui, Xusheng Yang)....Pages 509-516 Research on the Implementation Plan of the Intelligent Substation Based on the Micro System (Peng Yin, Hailong Li, Jinhui Liu, Xiaolong Liu, Zhaohua Wang)....Pages 517-524 Curriculum Design of AI Experimental Course Based on CDIO Model (Meng Pan, Bizhu Wu, Yonghe Zhang)....Pages 525-531 Pattern Match Query for Spatiotemporal RDF Graph (Xiaofeng Di, Jinyao Wang, Shaohui Cheng, Luyi Bai)....Pages 532-539 Evaluating Image Blurring for Photographic Portraiture (Yafeng Li, Ying Lin)....Pages 540-547 Determinants of Firms’ External Technology Selection (Ruifeng Hu, Yuandi Wang)....Pages 548-556 Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method (Yuanxin Lv, Xiaoyu Shi, Longyu Ran, Mingsheng Shang)....Pages 557-565 A Deep Self-learning Classification Framework for Incomplete Medical Patents with Multi-label (Mengzhen Luo, Xiaoyu Shi, Qianqian Ji, Mingsheng Shang, Xianbo He, Weiguo Tao)....Pages 566-573 An Improved Harmonic Energy Measurement Algorithm Based on Instantaneous Reactive Power Theory (He-long Li, Xiao-lei Yuan, Zhi-bin Zheng, Jin-quan Zhao)....Pages 574-582 Research on Wine Analysis Based on Data Preprocessing (Xinfei Meng, Xiaolan Zhu, Shenghao Yang, Lu Wang, Jun Qi, Pei Yang)....Pages 583-594 Plastic Boss Design Using Knowledge Extraction Method (Min-Chie Chiu, Tian-Syung Lan, Ho-Chih Cheng)....Pages 595-603 A Dynamic Pricing Mechanism in IoT for DaaS: A Reinforcement Learning Approach (Binpeng Song, Jinze Song, Jian Ye)....Pages 604-615 Capacity Analysis and Improvement Scheme Basing on the TPS of Qtum Block Chain (Wenqi Li, Zhihuai Li, Fusen Wang)....Pages 616-623 Front Matter ....Pages 625-625 A Text Sentimental Analysis Method Based on Dimension Reduction of CHI Multi-gram Features Mixture (Fulian Yin, Yanyan Wang, Jianbo Liu)....Pages 627-635 An Approximate Reasoning Method and Its Application to Fuzzy Information Systems (Xia Wu, Jialu Zhang, Ruhua Lu)....Pages 636-646 Map-Reduce Based Generic Basis of Association Rules Mining from Big Bata (Marwa Bouraoui, Ines Bouzouita, Amel Grissa Touzi)....Pages 647-658 An Efficient Spatio-Textual Skyline Query Processing Algorithm Based on Spark (Baiyou Qiao, Jingru Zhang, Xiyu Qiao, Bing Hu, Yujie Zheng, Gang Wu)....Pages 659-667 Generation of Random Sequences Based on Exponential Numbers (Ho-Hsuan Chang)....Pages 668-676 Front Matter ....Pages 677-677 Non-symmetry and Anti-packing Pattern Representation Model in Visual Tracking (Yunping Zheng, Ruijun Li, Mudar Sarem)....Pages 679-687 Optimized Encoding Methods of the Overlapped Rectangular Non-symmetry and Anti-packing Model (Yunping Zheng, Ruijun Li, Mudar Sarem)....Pages 688-695 A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications (Rui Qin, Yi Liu, Mohammad Rafiq Swash, Maozhen Li, Hongying Meng, Tao Lei et al.)....Pages 696-703 A Research and Strategy of Remote Sensing Image Denoising Algorithms (Ling Li, Junxing Hu, Fengge Wu, Junsuo Zhao)....Pages 704-712 Phase Compensation for Unconstrained GNSS Adaptive Array Processing (Feiqiang Chen, Zhengrong Li, Honglei Lin, Ke Zhang, Feixue Wang)....Pages 713-719 FPGA Implementation of Directional Peer-Group Image Filter (Ling-Yuan Hsu, Shang-Ta Chia, Hsien-Hsin Chou)....Pages 720-727 A Novel Image Dehazing Algorithm Based on Area Weight of NAM Blocks (Yunping Zheng, Jiechan Qin)....Pages 728-734 Spatial Multi-scale Motion History Histograms and Its Applications (Asim Jan, Zunduo Zhao, Tong Chen, Hongying Meng, Tao Lei)....Pages 735-742 Infrared and Visible Image Fusion Based on Morphological Image Enhancement of Dual-Tree Complex Wavelet (Changxing Li, Liu Lei, Xiaolu Zhang)....Pages 743-752 A Calibration Method of CBCT Geometric Parameters Based on the Visual Imaging Model (Yanli Wan, Quan Chen, Xingyun Lei, Yan Wang, Yongxin Chen, Hongpu Hu)....Pages 753-763 Sensitivity Analysis for Transient Response of the Transmission Line Network (Jianhua Yin, Xiaoke Chen, Hang Liang, Jinquan Zhao, Jing Xu)....Pages 764-772 Fusion CNN Based on Feature Selection for Crime Scene Investigation Image Classification (Qiannan Zhang, Ying Liu, Fuping Wang, Jin Lu, Daxiang Li)....Pages 773-780 Slope Deformation Investigation on Typical Debris Flow Gullies of Xiaojiang River Basin Through SBAS-InSAR (Jianming Zhang, Shu Gan, Xiping Yuan)....Pages 781-788 Blind Audio Watermarking Scheme Based on Improved Cepstral Statistical Mean Modulation (Shiru Zhang, Juzheng Liu, Shiyan Su)....Pages 789-795 A Novel Watermarking Algorithm for Color Point-Cloud Models Based on 2D-DCT (Shiru Zhang, Feifei Wang, Shuang Zhai)....Pages 796-803 Generative Adversarial Network-Based Regional Epitaxial Traffic Flow Prediction (Yan Kang, Jinyuan Li, Shin-Jye Lee, Hao Li)....Pages 804-814 A Noise Reduction Method for Solar Radio Spectrum Based on Improved Guided Filter and Morphological Cascade (Gaifang Luo, Guowu Yuan, Guoliang Li, Hao Wu, Liang Dong)....Pages 815-822 Front Matter ....Pages 823-823 Reliability Enhancement of Mobile Edge Computing for the IoT with Multiple Damage Communication (Shu-Ching Wang, Wei-Shu Hsiung, Chia-Fen Hsieh)....Pages 825-832 A Novel Algorithm of Radar Emitter Identification Based Convolutional Neural Network and Random Vector Functional-Link (Zhiwen Zhou, Jingke Zhang, Taotao Zhang)....Pages 833-842 An Efficient Three-Factor Remote User Authentication Scheme Based on Random Projected Biometrics (Fujin Zhong, Ruili Zhou, Li Liu, Ke Liu, Youmin Zhang)....Pages 843-850 Device-to-Device Relay Selection Based on Comprehensive Social Attributes in Heterogeneous Wireless Networks (Xiaobin Li, Ping Zeng)....Pages 851-859 Analysis on the Weight with Traffic Type for the Vertical Handover of Heterogeneous Wireless Networks (Xiaobin Li, Li Liu)....Pages 860-868 A Transient Response Domain Time Analysis Method of Transmission Lines (Hong-bo Dou, Yun-feng Hua, An-xin Qi, Jing Xu, Jin-quan Zhao)....Pages 869-873 A Trend Filtering Based Prediction Model on Network Traffic (Hui Xia, Bin Fang)....Pages 874-882 Front Matter ....Pages 883-883 Development of a Secure Web-Based Cloud Storage System Using 3D-AES Block Cipher Cryptography Algorithm (Suriyani Ariffin, Nur Afifah Nadzirah Adnan, Syed Helmy Syed Abu Bakar)....Pages 885-893 IGNet: Constructing Rooted Phylogenetic Networks Based on Incompatible Graphs (Juan Wang, Maozu Guo)....Pages 894-900 Front Matter ....Pages 901-901 Elimination of Transformer Inrush Current by Three-Phase Linkage Circuit Breakers (Chunfang Zhao, Yundong Song, Dewei Kong, Yue Yang, Dan Luo, Yaling Jin et al.)....Pages 903-908 Flyback Switching Power Supply Using FAN6754A (Fanghua Liu, Aixia Wu, Xin Zhang, Yonghong Hu, Ruolin Ruan, Hao Ni et al.)....Pages 909-916 New Passive Collision Force Suppression Mechanism for Human-Friendly Robot (Naoto Tanaka, Shotaro Kobayashi, Hiromu Jin, Bin Zhang, Hun-ok Lim)....Pages 917-922 User Behavior Tracking for Education Assisting System by Using an RGB-D Sensor (Haibin Xia, Bin Zhang, Tomoaki Nakamura, Takayuki Nagai, Takashi Omori, Masahide Kaneko et al.)....Pages 923-931 Front Matter ....Pages 933-933 Distributed Network Data Security Protection for SG-eIoT (Zhiyu Chen, Tianliang Peng, Yanling Zhang, Xuehao Yu, Longchuan Yan, Shaoyan Gong et al.)....Pages 935-943 Resource Bottleneck Analysis of the Blockchain Based on Tron’s TPS (Huawei Li, Zhihuai Li, Na Tian)....Pages 944-950 Front Matter ....Pages 951-951 Ontology-Based Computing of Sentence Similarity (Zixian Zhang, Xuning Liu)....Pages 953-961 Arm Model and Puncture Training System in Hemodialysis (Ren Kanehira, Atsushi Ohashi, Naoki Miwa, Hideo Fujimoto)....Pages 962-969 Construction of the HMM Intelligent Recommendation Model and Its Application in the Film Ticketing System (Ruhua Lu, Jialu Zhang)....Pages 970-979 Research on Web Service Clustering Method Based on Word Embedding and Topic Model (Yanping Chen, Xin Wang, Hong Xia, Zhongmin Wang, Zhong Yv)....Pages 980-987 An Adaptive Multi-sensor Data Consistency Algorithm Based on Node Credibility (Yanping Chen, Xiao Ma, Hong Xia, Zhongmin Wang, Zhong Yv)....Pages 988-996 Analysis of Big Data of an Online Community Based on Artificial Intelligence (Xue-Gang Chen, Ru-hua Lu, Sheng Duan, Lu-da Wang)....Pages 997-1004 Front Matter ....Pages 1005-1005 Analysis and Solution of RFID Tag Information Based on Security Technology (Hui Ma, Jinglong Mu, Yujie Pei, Yaqing Hu, Chunming Wang)....Pages 1007-1012 Multicriteria Decision-Making Problems Under Uncertainty and Their Solution (Yuriy Zaychenko, Helen Zaichenko)....Pages 1013-1023 The Strategy of Constructing an Interdisciplinary Knowledge Center (Xiaohui Zou, Shunpeng Zou, Xiaoqun Wang)....Pages 1024-1036 Retinal Image Segmentation Based on Texture Features (Shu Zhao, Weiyang Chen)....Pages 1037-1043 A Method of Intention Discovery Based on Scientific Collaboration Information (Ning Zhang, Chenli Zhao, Xue Zhang, Dongyun Yi)....Pages 1044-1053 Contextual Analysis of Transactional Data (Vangalur Alagar, Kaiyu Wan)....Pages 1054-1062 Estimation of Soil Organic Matter Content Based on Regional Feature Bands (Lihua Xu, Deti Xie)....Pages 1063-1070 Detection and Analysis of Surface Characteristics of Debris Flow Gully Landslide Based on TLS Technology (Qiao Zhan, Shu Gan, Xiping Yuan, Min Yang, Hui Yu, Yufei Wang)....Pages 1071-1079 A Feature-Based Hybrid Medical Image Watermarking Algorithm Based on SURF-DCT (Saqib Ali Nawaz, Jingbing Li, Jialing Liu, Uzair Aslam Bhatti, Jingjun Zhou, Raza Muhammad Ahmad)....Pages 1080-1090 Practice of Document Information Knowledge Service Oriented to Metrology Research Innovation (Xiaomeng Li, Feng Pan, Li Li)....Pages 1091-1098 Study on the Construction of Metrology Thesaurus System in Digital Age (Caijun Yang, Yao Wu, Yitong Liu)....Pages 1099-1104 Seasonality of Property Crimes in a Neighborhood-Scale of Beijing, China (Zhaolong Zeng, Miaomiao Hou, Zheng Tang, Huanggang Wu, Xiaofeng Hu)....Pages 1105-1114 Back Matter ....Pages 1115-1119