Advances in natural computation, fuzzy systems and knowledge discovery. Yong Liu, Lipo Wang, Liang Zhao, Zhengtao Yu, editors. Volume 2 /
"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 2...
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| Other Authors: | , , , |
| Format: | Ebook |
| Language: | English |
| Published: |
Cham, Switzerland :
Springer,
2020.
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| Series: | Advances in intelligent systems and computing ;
1075. |
| Subjects: | |
| Online Access: | Springer eBooks |
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| 011 | |a EDS Title: Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Volume 2 | ||
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| 111 | 2 | |a International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery |n (15th : |d 2019 : |c Kunming Shi, China) | |
| 245 | 1 | 0 | |a Advances in natural computation, fuzzy systems and knowledge discovery. |n Volume 2 / |c Yong Liu, Lipo Wang, Liang Zhao, Zhengtao Yu, editors. |
| 264 | 1 | |a Cham, Switzerland : |b Springer, |c 2020. | |
| 300 | |a 1 online resource (xxv, 1119 pages) : |b illustrations (some colour). | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Advances in intelligent systems and computing, |x 2194-5357 ; |v volume 1075 | |
| 500 | |a Includes author index. | ||
| 505 | 0 | 0 | |t Knowledge Discovery Foundations: Association Rules: -- |t Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs / |r CaiXia Qin, MingXue Liao, YuanYuan Liang, ChangWen Zheng -- |t An Efficient Algorithm to Mine High Average-Utility Sequential Patterns / |r Tiantian Xu -- |t HPM-FSI: A High-Performance Algorithm for Mining Frequent Significance Itemsets / |r Huan Phan, Bac Le -- |t Knowledge Discovery Foundations: Classification: -- |t Bayesian Face Recognition Approach Based on Feature Fusion / |r Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu Wang, Xianchao Xiu, Wanquan Liu et al. -- |t Predictive Model for Brazilian Presidential Election Based on Analysis of Social Media / |r Guilherme Silva, Mirele Costa, André Drummond, Li Weigang -- |t On Back-Propagation Network to Early Judgment of Seismic Sequences / |r Anxu Wu -- |t Privacy-Protected KNN Classification Algorithm Based on Negative Database / |r Hucheng Liao, Yu Chen, Shihu Bu, Mingkun Zhang -- |t TruRec: An Improved Trust-Based Recommendation in Cross-Domain / |r Wanrong Gu, Xianfen Xie, Ziye Zhang, Yichen He, Yijun Mao, Hailiang Li et al. -- |t Knowledge Discovery Foundations: Clustering: -- |t Knowledge Matching in Horizontal Collaborative Fuzzy Clustering / |r Longshu Liu, Fusheng Yu, Fangyang Wang -- |t KNN-Based Pseudo-supervised RCNN Framework for Text Clustering / |r Zhi Chen, Wu Guo -- |t Clustering Optimization and Evaluation of Campus Network User Behavior Analysis System / |r Hong Jiang, Qingsong Yu, Yingying Xu -- |t Minkowski Metric Based Soft Subspace Clustering with Different Minkowski Exponent and Feature Weight Exponent / |r Xiaobin Zhi, Longtao Bi -- |t Knowledge Discovery Foundations: Knowledge Management: -- |t Semantic Knowledge Sharing Mechanism Based on Blockchain / |r Botao Zhang, Xingzhou Li, Hui Ren, Jinguang Gu -- |t Semantic Retrieval Based on User Intention Recognition in Engineering Domain / |r Ling Ge, Boshen Ding -- |t Path-Based Knowledge Graph Completion Combining Reinforcement Learning with Soft Rules / |r Wenting Yu, Xiangnan Ma, Luyi Bai -- |t A Model of Trust Knowledge Based on Trust Relationship and Knowledge Sharing / |r Ge Yang, Hanxuan Wang, Jing Huang -- |t Knowledge Discovery Foundations: Machine Learning and Artificial Intelligence: -- |t Mathematical Programming for Piecewise Linear Representation of Discrete Time Series / |r Yang Xiyang, Zhang Jing, Yu Fusheng, Li Zhiwei -- |t Tag2Vec: Tag Embedding for Top-N Recommendation / |r Ming He, Kaisheng Yao, Peng Yang, Yuan Yao -- |t Enhance Target Features in Real-Time Arbitrary Style Transfer / |r Yuxiong Fang, Hong Jiang -- |t Cross-Projection for Embedding Translation in Knowledge Graph Completion / |r Xiangnan Ma, Wenting Yu, Lin Zhu, Luyi Bai -- |t Topological Data Analysis for Time Series Changing Point Detection / |r Vanderlei Miranda, Liang Zhao -- |t Hyperspectral Remote Sensing Images Feature Extraction Based on Weighted Classwise Non-locality Preserving Projection / |r Jing Liu, Ting-ting Li, Tong Zhang, Yi Liu -- |t Sample Generation Combining Generative Adversarial Networks and Residual Dense Networks / |r Ji Chen, Wei Du, Xing Wang, Haitao Chen, Nannan Tang, Zhijia Shen -- |t Dynamic Detection of Malicious Code on Android Based on Improved Multi-feature Gaussian Kernel / |r Qing Yu, Xixi Luo, Zuohua Wang -- |t A Rough Set Classifier Based on Discretization and Attribute Selection / |r Yingjuan Sun, Dongbing Pu, Dongbing Gu, John Q. Gan, Kun Yang -- |t Knowledge Discovery Foundations: Other Topics in Knowledge Discovery Foundations: -- |t RDF Multi-query Optimization Algorithm Based on Triple Pattern Reordering / |r Manzi Wang, Fangfang Xu, Haidong Fu -- |t Fuzzy Partition Based Period Detection Method for Numerical Time Series / |r Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang -- |t A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph / |r Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang -- |t Applicability Study of Battery Charging Stations in Off-grid for Rural Electrification – The Case of Rwanda / |r Ghamgeen Izat Rashed, Gilbert Shyirambere, Geoffrey Gasore -- |t The Fractional SEIRS Epidemic Model for Information Dissemination in Social Networks / |r Qiujuan Tong, Huan Wang, Jianke Zhang, Linna Li, Qiongdan Huang -- |t An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability / |r Zhenjie Zhang, Hongwei Ma -- |t Comparative Studies of Robot Navigation / |r Zhan Xu, Anxin Zhao, Bo Zhai, Anyi Wang, Lina Zhang -- |t Knowledge Discovery in Specific Domains: High-Dimensional Data Mining: -- |t Two-Stage Sampling Method for Social Media Bigdata / |r Ying’an Cui, Xue Li -- |t Two-Stage Discriminative Feature Selection / |r Xiaobin Zhi, Shaoru Wu -- |t An Efficient Algorithm for Enumerating Maximal Bicliques from a Dynamically Growing Graph / |r Rui Wang, Mingxue Liao, Caixia Qin -- |t Knowledge Discovery in Specific Domains: Temporal Data Mining: -- |t A Cloud-Based Dashboard for Time Series Analysis on Hot Topics from Social Media / |r Yunkai Liu, Weifeng Xu -- |t Using SVM to Provide Precipitation Nowcasting Based on Radar Data / |r Xiongfa Mai, Haiyan Zhong, Ling Li -- |t Knowledge Discovery in Specific Domains: Big Data: -- |t Research on Medical Big Data Security Management / |r Xiaohan Hu, Rong Jiang, Zhenwei Qian, Mingyue Shi, Jingwei Shang -- |t Research of Entity Relation Extraction Model Based on Dependency Parsing Neural Network / |r Guojin Cao, Jianxia Chen, Fan Yang, Chao Li, Jie Zhang -- |t Research on College Students’ Academic Early Warning System Based on PCA-SVM / |r Xiang Chen, Xiuling Jin, Geng Lin -- |t Exascale Flood Modelling in Environment Supporting Urgent Computing / |r Martin Bobák, Ondrej Habala, Ladislav Hluchý -- |t Research on Students’ Campus Behavior Analysis and Warning System Based on Big Data / |r Huayong Liu, Nianlai Jiao -- |t Knowledge Discovery in Specific Domains: Multimedia Mining: -- |t Performance Evaluation of Transfer Learning for Pornographic Detection / |r Buddhi Ashan, Hyuk Cho, Qingzhong Liu -- |t Detect Video Forgery by Performing Transfer Learning on Deep Neural Network / |r Zhaohe Zhang, Qingzhong Liu -- |t Knowledge Discovery in Specific Domains: Web and Text Data Mining: -- |t DTR: A Novel Topic Generate Algorithm Based on Dbscan and TextRank / |r Yingbao Cui, Di Liu, Qiang Li, Zhen Qiu, Xusheng Yang -- |t Artificial Intelligence Recruitment Analysis / |r Xin Zhang, Shaohong Zhang, Jianyu Liu, Liqing Cai, Jing Wang -- |t A System for Collecting and Analyzing Data from Existing Game Selling Platforms / |r Man-Ching Yuen, Siu-Lung Chan, Ho-Tung Leung, Pak-Lun Wu, Pui-Yi Yip -- |t A Knowledge Selection Model in Pointer-Generator Dialogue Systems / |r An Wang, MingXue Liao, Pin Lv -- |t Identifying Influential Users by Improving LeaderRank / |r Yong Yao, Cong Ji -- |t Topic Clustering Analysis of Online Judge System / |r Jianyu Liu, Shaohong Zhang, Liqing Cai, Zhendong Zheng -- |t Knowledge Discovery in Specific Domains: Pattern Recognition and Diagnostics: -- |t Vessel Segmentation Based on Region-Scalable Fitting Energy / |r Jitong Hou, Qingbo Yin, Peiyuan Wu, Mingyu Lu -- |t Image Recognition Based on Directed Complex Network Model / |r ShuJian Shi -- |t Knowledge Discovery in Specific Domains: Knowledge Discovery in Other Domains: -- |t A Cache Based Countermeasure Against DDoS Attacks in Xen / |r Xiaomei Dong, Siming Du -- |t Public Sentiment Monitoring and Early-Warning for Enterprise / |r Zhen Qiu, Di Liu, Qiyuan Wang, Yingbao Cui, Xusheng Yang -- |t Research on the Implementation Plan of the Intelligent Substation Based on the Micro System / |r Peng Yin, Hailong Li, Jinhui Liu, Xiaolong Liu, Zhaohua Wang -- |t Curriculum Design of AI Experimental Course Based on CDIO Model / |r Meng Pan, Bizhu Wu, Yonghe Zhang -- |t Pattern Match Query for Spatiotemporal RDF Graph / |r Xiaofeng Di, Jinyao Wang, Shaohui Cheng, Luyi Bai -- |t Evaluating Image Blurring for Photographic Portraiture / |r Yafeng Li, Ying Lin -- |t Determinants of Firms’ External Technology Selection / |r Ruifeng Hu, Yuandi Wang -- |t Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method / |r Yuanxin Lv, Xiaoyu Shi, Longyu Ran, Mingsheng Shang -- |
| 505 | 8 | 0 | |t A Deep Self-learning Classification Framework for Incomplete Medical Patents with Multi-label / |r Mengzhen Luo, Xiaoyu Shi, Qianqian Ji, Mingsheng Shang, Xianbo He, Weiguo Tao -- |t An Improved Harmonic Energy Measurement Algorithm Based on Instantaneous Reactive Power Theory / |r He-long Li, Xiao-lei Yuan, Zhi-bin Zheng, Jin-quan Zhao -- |t Research on Wine Analysis Based on Data Preprocessing / |r Xinfei Meng, Xiaolan Zhu, Shenghao Yang, Lu Wang, Jun Qi, Pei Yang -- |t Plastic Boss Design Using Knowledge Extraction Method / |r Min-Chie Chiu, Tian-Syung Lan, Ho-Chih Cheng -- |t A Dynamic Pricing Mechanism in IoT for DaaS: A Reinforcement Learning Approach / |r Binpeng Song, Jinze Song, Jian Ye -- |t Capacity Analysis and Improvement Scheme Basing on the TPS of Qtum Block Chain / |r Wenqi Li, Zhihuai Li, Fusen Wang -- |t A Text Sentimental Analysis Method Based on Dimension Reduction of CHI Multi-gram Features Mixture / |r Fulian Yin, Yanyan Wang, Jianbo Liu -- |t An Approximate Reasoning Method and Its Application to Fuzzy Information Systems / |r Xia Wu, Jialu Zhang, Ruhua Lu -- |t Map-Reduce Based Generic Basis of Association Rules Mining from Big Bata / |r Marwa Bouraoui, Ines Bouzouita, Amel Grissa Touzi -- |t An Efficient Spatio-Textual Skyline Query Processing Algorithm Based on Spark / |r Baiyou Qiao, Jingru Zhang, Xiyu Qiao, Bing Hu, Yujie Zheng, Gang Wu -- |t Generation of Random Sequences Based on Exponential Numbers / |r Ho-Hsuan Chang -- |t Information Technology for Knowledge Discovery: Signal Processing and Multimedia: -- |t Non-symmetry and Anti-packing Pattern Representation Model in Visual Tracking / |r Yunping Zheng, Ruijun Li, Mudar Sarem -- |t Optimized Encoding Methods of the Overlapped Rectangular Non-symmetry and Anti-packing Model / |r Yunping Zheng, Ruijun Li, Mudar Sarem -- |t A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications / |r Rui Qin, Yi Liu, Mohammad Rafiq Swash, Maozhen Li, Hongying Meng, Tao Lei et al. -- |t A Research and Strategy of Remote Sensing Image Denoising Algorithms / |r Ling Li, Junxing Hu, Fengge Wu, Junsuo Zhao -- |t Phase Compensation for Unconstrained GNSS Adaptive Array Processing / |r Feiqiang Chen, Zhengrong Li, Honglei Lin, Ke Zhang, Feixue Wang -- |t FPGA Implementation of Directional Peer-Group Image Filter / |r Ling-Yuan Hsu, Shang-Ta Chia, Hsien-Hsin Chou -- |t A Novel Image Dehazing Algorithm Based on Area Weight of NAM Blocks / |r Yunping Zheng, Jiechan Qin -- |t Spatial Multi-scale Motion History Histograms and Its Applications / |r Asim Jan, Zunduo Zhao, Tong Chen, Hongying Meng, Tao Lei -- |t Infrared and Visible Image Fusion Based on Morphological Image Enhancement of Dual-Tree Complex Wavelet / |r Changxing Li, Liu Lei, Xiaolu Zhang -- |t A Calibration Method of CBCT Geometric Parameters Based on the Visual Imaging Model / |r Yanli Wan, Quan Chen, Xingyun Lei, Yan Wang, Yongxin Chen, Hongpu Hu -- |t Sensitivity Analysis for Transient Response of the Transmission Line Network / |r Jianhua Yin, Xiaoke Chen, Hang Liang, Jinquan Zhao, Jing Xu -- |t Fusion CNN Based on Feature Selection for Crime Scene Investigation Image Classification / |r Qiannan Zhang, Ying Liu, Fuping Wang, Jin Lu, Daxiang Li -- |t Slope Deformation Investigation on Typical Debris Flow Gullies of Xiaojiang River Basin Through SBAS-InSAR / |r Jianming Zhang, Shu Gan, Xiping Yuan -- |t Blind Audio Watermarking Scheme Based on Improved Cepstral Statistical Mean Modulation / |r Shiru Zhang, Juzheng Liu, Shiyan Su -- |t A Novel Watermarking Algorithm for Color Point-Cloud Models Based on 2D-DCT / |r Shiru Zhang, Feifei Wang, Shuang Zhai -- |t Generative Adversarial Network-Based Regional Epitaxial Traffic Flow Prediction / |r Yan Kang, Jinyuan Li, Shin-Jye Lee, Hao Li -- |t A Noise Reduction Method for Solar Radio Spectrum Based on Improved Guided Filter and Morphological Cascade / |r Gaifang Luo, Guowu Yuan, Guoliang Li, Hao Wu, Liang Dong -- |t Information Technology for Knowledge Discovery: Communications and Networking: -- |t Reliability Enhancement of Mobile Edge Computing for the IoT with Multiple Damage Communication / |r Shu-Ching Wang, Wei-Shu Hsiung, Chia-Fen Hsieh -- |t A Novel Algorithm of Radar Emitter Identification Based Convolutional Neural Network and Random Vector Functional-Link / |r Zhiwen Zhou, Jingke Zhang, Taotao Zhang -- |t An Efficient Three-Factor Remote User Authentication Scheme Based on Random Projected Biometrics / |r Fujin Zhong, Ruili Zhou, Li Liu, Ke Liu, Youmin Zhang -- |t Device-to-Device Relay Selection Based on Comprehensive Social Attributes in Heterogeneous Wireless Networks / |r Xiaobin Li, Ping Zeng -- |t Analysis on the Weight with Traffic Type for the Vertical Handover of Heterogeneous Wireless Networks / |r Xiaobin Li, Li Liu -- |t A Transient Response Domain Time Analysis Method of Transmission Lines / |r Hong-bo Dou, Yun-feng Hua, An-xin Qi, Jing Xu, Jin-quan Zhao -- |t A Trend Filtering Based Prediction Model on Network Traffic / |r Hui Xia, Bin Fang -- |t Information Technology for Knowledge Discovery: Software Engineering: -- |t Development of a Secure Web-Based Cloud Storage System Using 3D-AES Block Cipher Cryptography Algorithm / |r Suriyani Ariffin, Nur Afifah Nadzirah Adnan, Syed Helmy Syed Abu Bakar -- |t IGNet: Constructing Rooted Phylogenetic Networks Based on Incompatible Graphs / |r Juan Wang, Maozu Guo -- |t Information Technology for Knowledge Discovery: Automation, Robotics, and Control: -- |t Elimination of Transformer Inrush Current by Three-Phase Linkage Circuit Breakers / |r Chunfang Zhao, Yundong Song, Dewei Kong, Yue Yang, Dan Luo, Yaling Jin et al. -- |t Flyback Switching Power Supply Using FAN6754A / |r Fanghua Liu, Aixia Wu, Xin Zhang, Yonghong Hu, Ruolin Ruan, Hao Ni et al. -- |t New Passive Collision Force Suppression Mechanism for Human-Friendly Robot / |r Naoto Tanaka, Shotaro Kobayashi, Hiromu Jin, Bin Zhang, Hun-ok Lim -- |t User Behavior Tracking for Education Assisting System by Using an RGB-D Sensor / |r Haibin Xia, Bin Zhang, Tomoaki Nakamura, Takayuki Nagai, Takashi Omori, Masahide Kaneko et al. -- |t Distributed Network Data Security Protection for SG-eIoT / |r Zhiyu Chen, Tianliang Peng, Yanling Zhang, Xuehao Yu, Longchuan Yan, Shaoyan Gong et al. -- |t Resource Bottleneck Analysis of the Blockchain Based on Tron’s TPS / |r Huawei Li, Zhihuai Li, Na Tian -- |t Information Technology for Knowledge Discovery: Computer Applications: -- |t Ontology-Based Computing of Sentence Similarity / |r Zixian Zhang, Xuning Liu -- |t Arm Model and Puncture Training System in Hemodialysis / |r Ren Kanehira, Atsushi Ohashi, Naoki Miwa, Hideo Fujimoto -- |t Construction of the HMM Intelligent Recommendation Model and Its Application in the Film Ticketing System / |r Ruhua Lu, Jialu Zhang -- |t Research on Web Service Clustering Method Based on Word Embedding and Topic Model / |r Yanping Chen, Xin Wang, Hong Xia, Zhongmin Wang, Zhong Yv -- |t An Adaptive Multi-sensor Data Consistency Algorithm Based on Node Credibility / |r Yanping Chen, Xiao Ma, Hong Xia, Zhongmin Wang, Zhong Yv -- |t Analysis of Big Data of an Online Community Based on Artificial Intelligence / |r Xue-Gang Chen, Ru-hua Lu, Sheng Duan, Lu-da Wang -- |t Information Technology for Knowledge Discovery: Other Topics in Information Technology for Knowledge Discovery: -- |t Analysis and Solution of RFID Tag Information Based on Security Technology / |r Hui Ma, Jinglong Mu, Yujie Pei, Yaqing Hu, Chunming Wang -- |t Multicriteria Decision-Making Problems Under Uncertainty and Their Solution / |r Yuriy Zaychenko, Helen Zaichenko -- |t The Strategy of Constructing an Interdisciplinary Knowledge Center / |r Xiaohui Zou, Shunpeng Zou, Xiaoqun Wang -- |t Retinal Image Segmentation Based on Texture Features / |r Shu Zhao, Weiyang Chen -- |t A Method of Intention Discovery Based on Scientific Collaboration Information / |r Ning Zhang, Chenli Zhao, Xue Zhang, Dongyun Yi -- |t Contextual Analysis of Transactional Data / |r Vangalur Alagar, Kaiyu Wan -- |t Estimation of Soil Organic Matter Content Based on Regional Feature Bands / |r Lihua Xu, Deti Xie -- |t Detection and Analysis of Surface Characteristics of Debris Flow Gully Landslide Based on TLS Technology / |r Qiao Zhan, Shu Gan, Xiping Yuan, Min Yang, Hui Yu, Yufei Wang -- |
| 505 | 8 | 0 | |t A Feature-Based Hybrid Medical Image Watermarking Algorithm Based on SURF-DCT / |r Saqib Ali Nawaz, Jingbing Li, Jialing Liu, Uzair Aslam Bhatti, Jingjun Zhou, Raza Muhammad Ahmad -- |t Practice of Document Information Knowledge Service Oriented to Metrology Research Innovation / |r Xiaomeng Li, Feng Pan, Li Li -- |t Study on the Construction of Metrology Thesaurus System in Digital Age / |r Caijun Yang, Yao Wu, Yitong Liu -- |t Seasonality of Property Crimes in a Neighborhood-Scale of Beijing, China / |r Zhaolong Zeng, Miaomiao Hou, Zheng Tang, Huanggang Wu, Xiaofeng Hu. |
| 520 | |a "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."--Publisher's website. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed November 13, 2019). | |
| 650 | 0 | |a Data mining |v Congresses. |9 718631 | |
| 650 | 0 | |a Fuzzy systems |v Congresses |9 765428 | |
| 650 | 0 | |a Natural computation |v Congresses |9 767330 | |
| 700 | 1 | |a Liu, Yong, |d 1966- |e editor. |9 422704 | |
| 700 | 1 | |a Wang, Lipo, |e editor. |9 262986 | |
| 700 | 1 | |a Yu, Zhengtao, |e editor. |9 1243412 | |
| 700 | 1 | |a Zhao, Liang, |c Dr, |e editor. |9 894984 | |
| 830 | 0 | |a Advances in intelligent systems and computing ; |v 1075. |x 2194-5357. |9 290645 | |
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