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ORCIDICNC-FSKD 2019, Volume 2, Kunming, China
- Yong Liu, Lipo Wang, Liang Zhao, Zhengtao Yu:
Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019 - Volume 2. Advances in Intelligent Systems and Computing 1075, Springer 2020, ISBN 978-3-030-32590-9
Knowledge Discovery Foundations: Association Rules
- Caixia Qin, Mingxue Liao, Yuanyuan Liang, Changwen Zheng:
Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs. 3-13 - Tiantian Xu:
An Efficient Algorithm to Mine High Average-Utility Sequential Patterns. 14-22 - Huan Phan, Bac Le:
HPM-FSI: A High-Performance Algorithm for Mining Frequent Significance Itemsets. 23-33
Knowledge Discovery Foundations: Classification
- Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu Wang, Xianchao Xiu, Wanquan Liu, Hui Chen, Yuyao Xiao:
Bayesian Face Recognition Approach Based on Feature Fusion. 37-45 - Guilherme Silva, Mirele Costa, André C. Drummond
, Li Weigang:
Predictive Model for Brazilian Presidential Election Based on Analysis of Social Media. 46-53 - Anxu Wu:
On Back-Propagation Network to Early Judgment of Seismic Sequences. 54-60 - Hucheng Liao, Yu Chen, Shihu Bu, Mingkun Zhang:
Privacy-Protected KNN Classification Algorithm Based on Negative Database. 61-68 - Wanrong Gu, Xianfen Xie, Ziye Zhang, Yichen He, Yijun Mao, Hailiang Li, Shishi Huang, Zaoqing Liang:
TruRec: An Improved Trust-Based Recommendation in Cross-Domain. 69-76
Knowledge Discovery Foundations: Clustering
- Longshu Liu, Fusheng Yu, Fangyang Wang:
Knowledge Matching in Horizontal Collaborative Fuzzy Clustering. 79-88 - Zhi Chen, Wu Guo:
KNN-Based Pseudo-supervised RCNN Framework for Text Clustering. 89-97 - Hong Jiang, Qingsong Yu, Yingying Xu:
Clustering Optimization and Evaluation of Campus Network User Behavior Analysis System. 98-104 - Xiaobin Zhi, Longtao Bi:
Minkowski Metric Based Soft Subspace Clustering with Different Minkowski Exponent and Feature Weight Exponent. 105-112
Knowledge Discovery Foundations: Knowledge Management
- Botao Zhang, Xingzhou Li, Hui Ren, Jinguang Gu:
Semantic Knowledge Sharing Mechanism Based on Blockchain. 115-127 - Ling Ge, Boshen Ding:
Semantic Retrieval Based on User Intention Recognition in Engineering Domain. 128-138 - Wenting Yu, Xiangnan Ma, Luyi Bai:
Path-Based Knowledge Graph Completion Combining Reinforcement Learning with Soft Rules. 139-146 - Ge Yang, Hanxuan Wang, Jing Huang:
A Model of Trust Knowledge Based on Trust Relationship and Knowledge Sharing. 147-153
Knowledge Discovery Foundations: Machine Learning and Artificial Intelligence
- Xiyang Yang, Jing Zhang, Fusheng Yu, Zhiwei Li:
Mathematical Programming for Piecewise Linear Representation of Discrete Time Series. 157-167 - Ming He, Kaisheng Yao, Peng Yang, Yuan Yao:
Tag2Vec: Tag Embedding for Top-N Recommendation. 168-175 - Yuxiong Fang, Hong Jiang:
Enhance Target Features in Real-Time Arbitrary Style Transfer. 176-184 - Xiangnan Ma, Wenting Yu, Lin Zhu, Luyi Bai:
Cross-Projection for Embedding Translation in Knowledge Graph Completion. 185-193 - Vanderlei Miranda, Liang Zhao:
Topological Data Analysis for Time Series Changing Point Detection. 194-203 - Jing Liu, Ting-Ting Li, Tong Zhang, Yi Liu:
Hyperspectral Remote Sensing Images Feature Extraction Based on Weighted Classwise Non-locality Preserving Projection. 204-211 - Ji Chen, Wei Du, Xing Wang, Haitao Chen, Nannan Tang, Zhijia Shen:
Sample Generation Combining Generative Adversarial Networks and Residual Dense Networks. 212-220 - Qing Yu, Xixi Luo, Zuohua Wang:
Dynamic Detection of Malicious Code on Android Based on Improved Multi-feature Gaussian Kernel. 221-228 - Yingjuan Sun, Dongbing Pu, Dongbing Gu, John Q. Gan, Kun Yang:
A Rough Set Classifier Based on Discretization and Attribute Selection. 229-236
Knowledge Discovery Foundations: Other Topics in Knowledge Discovery Foundations
- Manzi Wang, Fangfang Xu, Haidong Fu:
RDF Multi-query Optimization Algorithm Based on Triple Pattern Reordering. 239-253 - Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang:
Fuzzy Partition Based Period Detection Method for Numerical Time Series. 254-262 - Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang:
A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph. 263-271 - Ghamgeen Izat Rashed, Gilbert Shyirambere, Geoffrey Gasore:
Applicability Study of Battery Charging Stations in Off-grid for Rural Electrification - The Case of Rwanda. 272-283 - Qiujuan Tong, Huan Wang, Jianke Zhang, Linna Li, Qiongdan Huang:
The Fractional SEIRS Epidemic Model for Information Dissemination in Social Networks. 284-291 - Zhenjie Zhang, Hongwei Ma:
An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability. 292-300 - Zhan Xu, Anxin Zhao, Bo Zhai, Anyi Wang, Lina Zhang:
Comparative Studies of Robot Navigation. 301-310
Knowledge Discovery in Specific Domains: High-Dimensional Data Mining
- Ying'an Cui, Xue Li:
Two-Stage Sampling Method for Social Media Bigdata. 313-320 - Xiaobin Zhi, Shaoru Wu:
Two-Stage Discriminative Feature Selection. 321-328 - Rui Wang, Mingxue Liao, Caixia Qin:
An Efficient Algorithm for Enumerating Maximal Bicliques from a Dynamically Growing Graph. 329-337
Knowledge Discovery in Specific Domains: Temporal Data Mining
- Yunkai Liu, Weifeng Xu:
A Cloud-Based Dashboard for Time Series Analysis on Hot Topics from Social Media. 341-348 - Xiongfa Mai, Haiyan Zhong, Ling Li:
Using SVM to Provide Precipitation Nowcasting Based on Radar Data. 349-356
Knowledge Discovery in Specific Domains: Big Data
- Xiaohan Hu, Rong Jiang, Zhenwei Qian, Mingyue Shi, Jingwei Shang:
Research on Medical Big Data Security Management. 359-367 - Guojin Cao, Jianxia Chen, Fan Yang, Chao Li, Jie Zhang:
Research of Entity Relation Extraction Model Based on Dependency Parsing Neural Network. 368-375 - Xiang Chen, Xiuling Jin, Geng Lin:
Research on College Students' Academic Early Warning System Based on PCA-SVM. 376-383 - Martin Bobák, Ondrej Habala, Ladislav Hluchý:
Exascale Flood Modelling in Environment Supporting Urgent Computing. 384-391 - Huayong Liu, Nianlai Jiao:
Research on Students' Campus Behavior Analysis and Warning System Based on Big Data. 392-400
Knowledge Discovery in Specific Domains: Multimedia Mining
- Buddhi Ashan, Hyuk Cho, Qingzhong Liu:
Performance Evaluation of Transfer Learning for Pornographic Detection. 403-414 - Zhaohe Zhang, Qingzhong Liu:
Detect Video Forgery by Performing Transfer Learning on Deep Neural Network. 415-422
Knowledge Discovery in Specific Domains: Web and Text Data Mining
- Yingbao Cui, Di Liu, Qiang Li, Zhen Qiu, Xusheng Yang:
DTR: A Novel Topic Generate Algorithm Based on Dbscan and TextRank. 425-433 - Xin Zhang, Shaohong Zhang, Jianyu Liu, Liqing Cai, Jing Wang:
Artificial Intelligence Recruitment Analysis. 434-442 - Man-Ching Yuen, Siu-Lung Chan, Ho-Tung Leung, Pak-Lun Wu, Pui-Yi Yip:
A System for Collecting and Analyzing Data from Existing Game Selling Platforms. 443-450 - An Wang, Mingxue Liao, Pin Lv:
A Knowledge Selection Model in Pointer-Generator Dialogue Systems. 451-458 - Yong Yao, Cong Ji:
Identifying Influential Users by Improving LeaderRank. 459-467 - Jianyu Liu, Shaohong Zhang, Liqing Cai, Zhendong Zheng:
Topic Clustering Analysis of Online Judge System. 468-477
Knowledge Discovery in Specific Domains: Pattern Recognition and Diagnostics
- Jitong Hou, Qingbo Yin, Peiyuan Wu, Mingyu Lu:
Vessel Segmentation Based on Region-Scalable Fitting Energy. 481-490 - ShuJian Shi:
Image Recognition Based on Directed Complex Network Model. 491-498
Knowledge Discovery in Specific Domains: Knowledge Discovery in Other Domains
- Xiaomei Dong, Siming Du:
A Cache Based Countermeasure Against DDoS Attacks in Xen. 501-508 - Zhen Qiu, Di Liu, Qiyuan Wang, Yingbao Cui, Xusheng Yang:
Public Sentiment Monitoring and Early-Warning for Enterprise. 509-516 - Peng Yin, Hailong Li, Jinhui Liu, Xiaolong Liu, Zhaohua Wang:
Research on the Implementation Plan of the Intelligent Substation Based on the Micro System. 517-524 - Meng Pan, Bizhu Wu, Yonghe Zhang:
Curriculum Design of AI Experimental Course Based on CDIO Model. 525-531 - Xiaofeng Di, Jinyao Wang, Shaohui Cheng, Luyi Bai:
Pattern Match Query for Spatiotemporal RDF Graph. 532-539 - Yafeng Li, Ying Lin:
Evaluating Image Blurring for Photographic Portraiture. 540-547 - Ruifeng Hu, Yuandi Wang:
Determinants of Firms' External Technology Selection - From the Perspective of Technology Country Attributes. 548-556 - Yuanxin Lv, Xiaoyu Shi, Longyu Ran, Mingsheng Shang:
Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method. 557-565 - Mengzhen Luo, Xiaoyu Shi, Qianqian Ji, Mingsheng Shang, Xianbo He, Weiguo Tao:
A Deep Self-learning Classification Framework for Incomplete Medical Patents with Multi-label. 566-573 - He-Long Li, Xiao-lei Yuan, Zhi-Bin Zheng, Jin-quan Zhao:
An Improved Harmonic Energy Measurement Algorithm Based on Instantaneous Reactive Power Theory. 574-582 - Xinfei Meng, Xiaolan Zhu, Shenghao Yang, Lu Wang, Jun Qi, Pei Yang:
Research on Wine Analysis Based on Data Preprocessing. 583-594 - Min-Chie Chiu, Tian-Syung Lan, Ho-Chih Cheng:
Plastic Boss Design Using Knowledge Extraction Method. 595-603 - Binpeng Song, Jinze Song, Jian Ye:
A Dynamic Pricing Mechanism in IoT for DaaS: A Reinforcement Learning Approach. 604-615 - Wenqi Li, Zhihuai Li, Fusen Wang:
Capacity Analysis and Improvement Scheme Basing on the TPS of Qtum Block Chain. 616-623
Information Technology for Knowledge Discovery: Data Engineering
- Fulian Yin, Yanyan Wang, Jianbo Liu:
A Text Sentimental Analysis Method Based on Dimension Reduction of CHI Multi-gram Features Mixture. 627-635 - Xia Wu, Jialu Zhang, Ruhua Lu:
An Approximate Reasoning Method and Its Application to Fuzzy Information Systems. 636-646 - Marwa Bouraoui, Ines Bouzouita, Amel Grissa Touzi:
Map-Reduce Based Generic Basis of Association Rules Mining from Big Bata. 647-658 - Baiyou Qiao, Jingru Zhang, Xiyu Qiao, Bing Hu, Yujie Zheng, Gang Wu:
An Efficient Spatio-Textual Skyline Query Processing Algorithm Based on Spark. 659-667 - Ho-Hsuan Chang:
Generation of Random Sequences Based on Exponential Numbers. 668-676
Information Technology for Knowledge Discovery: Signal Processing and Multimedia
- Yunping Zheng, Ruijun Li, Mudar Sarem:
Non-symmetry and Anti-packing Pattern Representation Model in Visual Tracking. 679-687 - Yunping Zheng, Ruijun Li, Mudar Sarem:
Optimized Encoding Methods of the Overlapped Rectangular Non-symmetry and Anti-packing Model. 688-695 - Rui Qin, Yi Liu, Mohammad Rafiq Swash, Maozhen Li, Hongying Meng, Tao Lei, Tong Chen:
A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications. 696-703 - Ling Li, Junxing Hu, Fengge Wu, Junsuo Zhao:
A Research and Strategy of Remote Sensing Image Denoising Algorithms. 704-712 - Feiqiang Chen, Zhengrong Li, Honglei Lin, Ke Zhang, Feixue Wang:
Phase Compensation for Unconstrained GNSS Adaptive Array Processing. 713-719 - Ling-Yuan Hsu, Shang-Ta Chia, Hsien-Hsin Chou:
FPGA Implementation of Directional Peer-Group Image Filter. 720-727 - Yunping Zheng, Jiechan Qin:
A Novel Image Dehazing Algorithm Based on Area Weight of NAM Blocks. 728-734 - Asim Jan, Zunduo Zhao, Tong Chen, Hongying Meng, Tao Lei:
Spatial Multi-scale Motion History Histograms and Its Applications. 735-742 - Changxing Li, Liu Lei, Xiaolu Zhang:
Infrared and Visible Image Fusion Based on Morphological Image Enhancement of Dual-Tree Complex Wavelet. 743-752 - Yanli Wan, Quan Chen, Xingyun Lei, Yan Wang, Yongxin Chen, Hongpu Hu:
A Calibration Method of CBCT Geometric Parameters Based on the Visual Imaging Model. 753-763 - Jianhua Yin, Xiaoke Chen, Hang Liang, Jinquan Zhao, Jing Xu:
Sensitivity Analysis for Transient Response of the Transmission Line Network. 764-772 - Qiannan Zhang, Ying Liu, Fuping Wang, Jin Lu, Daxiang Li:
Fusion CNN Based on Feature Selection for Crime Scene Investigation Image Classification. 773-780 - Jianming Zhang, Shu Gan, Xiping Yuan:
Slope Deformation Investigation on Typical Debris Flow Gullies of Xiaojiang River Basin Through SBAS-InSAR. 781-788 - Shiru Zhang, Juzheng Liu, Shiyan Su:
Blind Audio Watermarking Scheme Based on Improved Cepstral Statistical Mean Modulation. 789-795 - Shiru Zhang, Feifei Wang, Shuang Zhai:
A Novel Watermarking Algorithm for Color Point-Cloud Models Based on 2D-DCT. 796-803 - Yan Kang, Jinyuan Li, Shin-Jye Lee, Hao Li:
Generative Adversarial Network-Based Regional Epitaxial Traffic Flow Prediction. 804-814 - Gaifang Luo, Guowu Yuan, Guoliang Li, Hao Wu, Liang Dong:
A Noise Reduction Method for Solar Radio Spectrum Based on Improved Guided Filter and Morphological Cascade. 815-822
Information Technology for Knowledge Discovery: Communications and Networking
- Shu-Ching Wang, Wei-Shu Hsiung, Chia-Fen Hsieh:
Reliability Enhancement of Mobile Edge Computing for the IoT with Multiple Damage Communication. 825-832 - Zhiwen Zhou, Jingke Zhang, Taotao Zhang:
A Novel Algorithm of Radar Emitter Identification Based Convolutional Neural Network and Random Vector Functional-Link. 833-842 - Fujin Zhong, Ruili Zhou, Li Liu, Ke Liu, Youmin Zhang:
An Efficient Three-Factor Remote User Authentication Scheme Based on Random Projected Biometrics. 843-850 - Xiaobin Li, Ping Zeng:
Device-to-Device Relay Selection Based on Comprehensive Social Attributes in Heterogeneous Wireless Networks. 851-859 - Xiaobin Li, Li Liu:
Analysis on the Weight with Traffic Type for the Vertical Handover of Heterogeneous Wireless Networks. 860-868 - Hong-bo Dou, Yun-feng Hua, An-xin Qi, Jing Xu, Jin-quan Zhao:
A Transient Response Domain Time Analysis Method of Transmission Lines. 869-873 - Hui Xia, Bin Fang:
A Trend Filtering Based Prediction Model on Network Traffic. 874-882
Information Technology for Knowledge Discovery: Software Engineering
- Suriyani Ariffin, Nur Afifah Nadzirah Adnan, Syed Helmy Syed Abu Bakar:
Development of a Secure Web-Based Cloud Storage System Using 3D-AES Block Cipher Cryptography Algorithm. 885-893 - Juan Wang, Maozu Guo:
IGNet: Constructing Rooted Phylogenetic Networks Based on Incompatible Graphs. 894-900
Information Technology for Knowledge Discovery: Automation, Robotics, and Control
- Chunfang Zhao, Yundong Song, Dewei Kong, Yue Yang, Dan Luo, Yaling Jin, Rui Guo:
Elimination of Transformer Inrush Current by Three-Phase Linkage Circuit Breakers. 903-908 - Fanghua Liu, Aixia Wu, Xin Zhang, Yonghong Hu, Ruolin Ruan, Hao Ni, Caixia Mao:
Flyback Switching Power Supply Using FAN6754A. 909-916 - Naoto Tanaka, Shotaro Kobayashi, Hiromu Jin, Bin Zhang, Hun-ok Lim:
New Passive Collision Force Suppression Mechanism for Human-Friendly Robot. 917-922 - Haibin Xia, Bin Zhang, Tomoaki Nakamura, Takayuki Nagai, Takashi Omori, Masahide Kaneko, Rena Ushiogi, Natsuki Oka, Hun-ok Lim:
User Behavior Tracking for Education Assisting System by Using an RGB-D Sensor. 923-931
Information Technology for Knowledge Discovery: Distributed Systems and Computer Hardware
- Zhiyu Chen, Tianliang Peng, Yanling Zhang, Xuehao Yu, Longchuan Yan, Shaoyan Gong, Xiaolin Liu, Limin Li, Zheping Song, Decheng Wang:
Distributed Network Data Security Protection for SG-eIoT. 935-943 - Huawei Li, Zhihuai Li, Na Tian:
Resource Bottleneck Analysis of the Blockchain Based on Tron's TPS. 944-950
Information Technology for Knowledge Discovery: Computer Applications
- Zixian Zhang, Xuning Liu:
Ontology-Based Computing of Sentence Similarity. 953-961 - Ren Kanehira, Atsushi Ohashi, Naoki Miwa, Hideo Fujimoto:
Arm Model and Puncture Training System in Hemodialysis. 962-969 - Ruhua Lu, Jialu Zhang:
Construction of the HMM Intelligent Recommendation Model and Its Application in the Film Ticketing System. 970-979 - Yanping Chen, Xin Wang, Hong Xia, Zhongmin Wang, Zhong Yv:
Research on Web Service Clustering Method Based on Word Embedding and Topic Model. 980-987 - Yanping Chen, Xiao Ma, Hong Xia, Zhongmin Wang, Zhong Yv:
An Adaptive Multi-sensor Data Consistency Algorithm Based on Node Credibility. 988-996 - Xue-Gang Chen, Ru-hua Lu, Sheng Duan, Lu-Da Wang:
Analysis of Big Data of an Online Community Based on Artificial Intelligence. 997-1004
Information Technology for Knowledge Discovery: Other Topics in Information Technology for Knowledge Discovery
- Hui Ma, Jinglong Mu, Yujie Pei, Yaqing Hu, Chunming Wang:
Analysis and Solution of RFID Tag Information Based on Security Technology. 1007-1012 - Yuriy P. Zaychenko, Helen Zaichenko:
Multicriteria Decision-Making Problems Under Uncertainty and Their Solution. 1013-1023 - Xiaohui Zou, Shunpeng Zou, Xiaoqun Wang:
The Strategy of Constructing an Interdisciplinary Knowledge Center. 1024-1036 - Shu Zhao, Weiyang Chen:
Retinal Image Segmentation Based on Texture Features. 1037-1043 - Ning Zhang, Chenli Zhao, Xue Zhang, Dongyun Yi:
A Method of Intention Discovery Based on Scientific Collaboration Information. 1044-1053 - Vangalur S. Alagar, Kaiyu Wan:
Contextual Analysis of Transactional Data. 1054-1062 - Lihua Xu, Deti Xie:
Estimation of Soil Organic Matter Content Based on Regional Feature Bands. 1063-1070 - Qiao Zhan, Shu Gan, Xiping Yuan, Min Yang, Hui Yu, Yufei Wang:
Detection and Analysis of Surface Characteristics of Debris Flow Gully Landslide Based on TLS Technology. 1071-1079 - Saqib Ali Nawaz, Jingbing Li, Jialing Liu, Uzair Aslam Bhatti, Jingjun Zhou, Raza Muhammad Ahmad:
A Feature-Based Hybrid Medical Image Watermarking Algorithm Based on SURF-DCT. 1080-1090 - Xiaomeng Li, Feng Pan, Li Li:
Practice of Document Information Knowledge Service Oriented to Metrology Research Innovation. 1091-1098 - Caijun Yang, Yao Wu, Yitong Liu:
Study on the Construction of Metrology Thesaurus System in Digital Age. 1099-1104 - Zhaolong Zeng, Miaomiao Hou, Zheng Tang, Huanggang Wu, Xiaofeng Hu:
Seasonality of Property Crimes in a Neighborhood-Scale of Beijing, China. 1105-1114
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