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ORCID14th ICNC-FSKD 2018: Huangshan, China
- Maozhen Li, Ning Xiong, Zheng Xiao, Guoqing Xiao, Kenli Li, Libo Wang:
14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2018, Huangshan, China, July 28-30, 2018. IEEE 2018, ISBN 978-1-5386-8097-1
Natural Computation: Theory and Algorithms Feedforward Neural Networks
Feedforward Neural Networks
- Dan Pu, Naijie Gu, Xiaoci Zhang:
A Robust and Real-Time Approach for License Plate Detection. 1-7 - Guanming Lu, Shiyun Wang, Kaiting Kong, Jingjie Yan, Haibo Li, Xiaonan Li:
Learning Pyramidal Hierarchical Features for Neonatal Face Detection. 8-13 - Yong Liu:
Negative Correlation Learning with Multiple Target Values. 14-18 - De-You Tang, Heng-Lin Liang, Ya-Zhuo Zhang, Qing-Miao Zeng:
Parallelization of Back Propagation Neural Network on Knights Landing Platform. 19-26 - Rankothge Gishan Hiranya Pemathilake, Sachith Paramie Karunathilake, Jayasekara Liyanapatabedige Achira Jeewaka Shamal, Gamage Upeksha Ganegoda:
Sales Forecasting Based on AutoRegressive Integrated Moving Average and Recurrent Neural Network Hybrid Model. 27-33 - Zuocheng Zhao, Jiachen Zhang:
Weighted Slope One Algorithm Optimization Based on User Similarity and Item Similarity. 34-39
Support Vector Machines and Statistical Neural Network Models
- Liangyu Ma, Peiyao Zhang, Jin Ma:
Mathematical Model for an Electrode-Type Electric Boiler Based on GSA-optimized Neural Network. 40-45 - Chunhui Deng, Xu Xu, Huifang Deng:
Speeding up LP-SVM Using CUDA Platform. 46-51
Principal and Independent Component Analysis
- Long Zhaol:
Feature Selection Method based on Grid Partition Data Field. 52-57
Self-Organizing Maps
- Anqing Ma, Linlin Hou, Xinxin Yu, Bingran Ma, Zhen Zhang:
Construction and Realization of the Estuarine Water Environment Evaluation System Based on SOM. 58-64
Other Theoretical Topics in Neural Computation
- Longlong Liu, Shengnan Yu:
The Academic Warning Model Based on TLBO-BP Algorithm. 65-70
Genetic and Evolutionary Algorithms
- Dingcai Shen, Shiliang Luo:
Crowding-based Differential Evolution with Self-Adaptive Control Parameters for Dynamic Environments. 71-76 - Hwai-En Tseng, Shih-Chen Lee:
Disassembly Sequence Planning Using Interactive Genetic Algorithms. 77-84 - Songtao Li, Bei Zhang, Yan-hui Zhong, Xiaolong Li:
Three-phase Volume Ratio Inversion of Asphalt Concrete Based on Genetic Algorithm. 85-90
Particle Swarm Optimization and Ant Colony Optimization
- Youchi Zhang, Zizhen Zhang, Shaohua Teng:
Adaptive Ant Colony Optimization for Solving the Parking Lot Assignment Problem. 91-96 - Mario Tasso Ribeiro Serra Neto, Marco Antônio Florenzano Mollinetti, Demison Rolins de Souza Alves, Rodrigo Lisbôa Pereira
, Otávio Noura Teixeira:
CEMCO: A Novel Competitive Evolutionary Multi-Colony Optimization Algorithm for Constrained Problems. 97-102 - Xinchao Zhao, Jia Liu, Jiaqi Chen, Min Chen, Sai Guo, Xingquan Zuo:
Inner Product Based Particle Swarm Optimization. 103-107 - Jing Li, Tianming Huang, Shangyun Chen, Yan Yang:
Optimization Based on Taxi Carpooling Preferences and Pricing. 108-112
Multi-Objective Optimization
- Bin Sun, Bohui Niu, Haifeng Xu, Weizhi Ying:
Cooperative Optimization for Port and Shipping Line with Unpredictable Disturbance Consideration. 113-118 - Yanli Meng, Yifei Liu, Lidong Wang, Xiaodong Liu:
Fuzzy Assignment Model Of Server In Finite Source Queuing System. 119-125 - Jing Wang, Xumei Yuan:
Research of CDIO "Project-based" Education Quality Evaluation System. 126-132
Nonlinear Phenomena, Chaos, Complex Networks and Systems
- Ken K. T. Tsang:
Basin of Attraction as a measure of robustness of an optimization algorithm. 133-137 - Zheng Li, Xian-Ku Zhang:
Concise Modeling Method Mechanical Rotation System and Its Nonlinear Robust Control. 138-145 - Xinchen Liu, Xiaofeng Jin, Yahui Zhao:
Optical Image Encryption Using Fractional-Order Quantum Cellular Neural Networks in a Fractional Fourier Domain. 146-154 - Chengcheng Yuan, Xiangqian Ding, Ruichun Hou:
Prediction Method for Moisture Content in Dried Cut Tobacco Based on Combination Model of WNN and ARX. 155-160
Intelligent Agents
- Zhenghao Li, Peng Yang, Cen Tong, Jiaqi Shen:
Improved Heuristic Algorithms for UAVs Path Planning in Hazardous Environment. 161-166
Molecular and DNA Computing
- Jianzhong Cui, Zhixiang Yin, Jing Yang, Xianya Geng:
Searching for Maximum Clique by DNA Origami. 167-172 - Zhen Tang, Zhixiang Yin, Jing Yang, Xia Sun, Jianzhong Cui:
The Circular DNA Model of 0-1 Programming Problem Based on DNA Strand Displacement. 173-177
Other Topics in Natural Computation Theory and Algorithms
- Ganglong Duan, Xin Ma:
A Coupon Usage Prediction Algorithm Based On XGBoost. 178-183 - Bing Xu, Jingjing Zhao, Huaxing Shi, Muyun Yang:
An Intention Domain Classification Method Based on Concept Map and Language Model. 184-189 - Lei Gai, Jian Li, Jie Shang, Xiaoming Wang:
Efficient $K$-concern Matching in a Large Graph. 190-196 - Qi Fu, Shiwei Ma, Lina Liu, Jinjin Liu:
Human Action Recognition Based on Sparse LSTM Auto-encoder and Improved 3D CNN. 197-201
Natural Computation Applications
Natural Computation in Pattern Recognition and Diagnostics
- Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Xiong Wei, Yen-Wei Chen:
A 2.5D Cascaded Convolutional Neural Network with Temporal Information for Automatic Mitotic Cell Detection in 4D Microscopic Images. 202-205 - Baoding Xu, Xiangqian Ding, Ruichun Hou, Cheng Zhu:
A Feature Extraction Method Based on Stacked Denoising Autoencoder for Massive High Dimensional Data. 206-210 - Jin Zhang, Tiantian Tian, Xiaofei Liu, Xuanyu Shu, Qiang Li:
A New Bionic Model and Its Application to Epileptic Electroencephalograph Recognition. 211-215 - Yongqi Chen, Qinge Dai:
A novel rotor crack faults diagnosis method. 216-220 - Keyang Cheng, Fei Tao, Jianming Zhang:
A Stochastic Parallel Gradient Descent Algorithem for Pedestrian Re-identification. 221-227 - Lulu Yue, Xiaoliang Gong, Kaibo Chen, Mingze Mao, Jie Li, Asoke K. Nandi, Maozhen Li:
Auto-Detection of Alzheimer's Disease Using Deep Convolutional Neural Networks. 228-234 - Shupeng Liu, Weiyang Chen, Xiangjun Dong:
Automatic Classification of Chinese Herbal Based on Deep Learning Method. 235-238 - Xuemin Yang, Zhihong Gao, Yongmin Li, Chuandi Pan, Ronggen Yang, Lejun Gong, Geng Yang:
Bidirectional LSTM-CRF for biomedical named entity recognition. 239-242 - Zhengyang Wu, Xiuwen Mo, Haoyi Zhou, Lipan Liu, Jinfeng Li:
Classification of Reservoir Fracture Development Level by Convolution Neural Network Algorithm. 243-250 - Guanming Lu, Qiang Hao, Kaiting Kong, Jingjie Yan, Haibo Li, Xiaonan Li:
Deep Convolutional Neural Networks with Transfer Learning for Neonatal Pain Expression Recognition. 251-256 - Xiaofeng Fu, Ke-Bo Fu, Yu Zhang, Qili Zhou, Xiaojuan Fu:
Facial Expression Recognition Based on Curvelet Transform and Sparse Representation. 257-263 - Haifei Qin, Xiaobo Ye, Yongchao Zhao, Xiaobo Cai:
Hotel Classification Based on Online Review Data. 264-270 - Jijun Tong, Lingyu Chen, Yicheng Cao:
Human positioning based on probabilistic occupancy map. 271-275 - Chijian Zhang, Junkai Li, Yanxi Zhang, Congcong Liu:
Machine Learning and Knowledge Discovery in Analog Circuit Fault Detection. 276-282 - Manli Han, Yan Feng, Chao Xu, Jinazuo Sun, Ming Wang, Shaohui Mei:
Main Direction - An Effective Statistic for Hyperspectral Image Classification. 283-288 - Ayumi Tsuji, Masataka Seo, Yuko Muto, Yen-Wei Chen:
Makeup Transfer Using Support Vector Regression. 289-293 - Li Ren, Yun Peng:
Optimization of Ammonia-water Absorption Refrigeration System for Ocean-going Fishing Vessels Based on PSO-GA Algorithm. 294-297 - Weiqing Li, Jiahua Wu, Xuesong Liu, Man Zhang, Yuanbiao Hu:
Research on the Modification of the Tapered Roller of Rotating Liner Hanger Bearing Based on Hybrid Intelligence. 298-303 - Huiyong Guo, Hefa Yuan, Jinjun Cheng, Yushan Wang:
Structural damage detection using an autoregressive cepstral metric stiffness index. 304-308 - Wenzhao Wu:
SVM Speaker verification Based on GMM clustering i-vector and WLAD. 309-312 - Jijun Tong, Xinxin Xiong, Yingjie Zhao, Xiaolong Chang:
The identification and positioning of stage personnel based on binocular vision. 313-316 - Feng Xing, Zhili Chen, Hui Zhang:
Traditional and Deep Learning Based Methods for Mammographic Image Analysis. 317-324
Natural Computation in Robotics and Control
- Guosheng Wang, Bing Liang:
Design of Structural Active Control with Disturbance Attenuation. 325-329 - Jianhua Zhang, Yong Zhou, Yong Zhang:
Multi-objective Robot Path Planning based on Bare Bones Particle Swarm Optimization with Crossover Operation. 330-335 - Jie Li, Zhenrong Zhang:
Quick Algorithm for Unit Commitment Based on Relaxation and Neighborhood Search. 336-343
Natural Computation in Signal Processing and Multimedia
- Jialun Yao, Gaoming Huang, Wei Tian:
A Frequency Prediction Method for Frequency-Agile Radar Based on LSTM. 344-348 - Jun-Shan Li, Jianjun Li, Jianping Wang:
A method for identifying ethylene gas leakage based on multi-feature joint detection and risk analysis. 349-355 - Yuqiu Lu, Jingjing Liu, Shiwei Ma, Xianchao Xiu, Wanquan Liu:
A Novel Detection Approach for Moving Object with Dynamic Background. 356-361 - Chengxiong Jin, Xiaohua Wang, Zhonghua Miao, Shiwei Ma:
Depth Completion with Edge Optimization for Depth Maps from Lidar. 362-367 - Xiaofei Liu, Jin Zhang, Rong Liu, Xuanyu Shu, Ming Chen, Tiantian Tian:
Identification of Epileptic Electroencephalograph in Frequency Bands. 368-372 - Huaming Liu, Guanming Lu, Xuehui Bi, Jingjie Yan, Weilan Wang:
Image Inpainting Based on Generative Adversarial Networks. 373-378 - Ya Su, Zhe Liu:
Position Detection for Badminton Tactical Analysis based on Multi-person Pose Estimation. 379-383 - Ziheng Li, Wenkun Zhang, Lei Li, Yanmin Sun, Chaoyan Gao, Bin Yan, Linyuan Wang:
Preliminary Study: an Efficient Solving Algorithm for Determining the Exact Sampling Condition of Limited-Angle CT Reconstruction. 384-389
Other Natural Computation Applications
- Takuma Terada, Yen-Wei Chen, Ryosuke Kimura:
3D Facial Landmark Detection Using Deep Convolutional Neural Networks. 390-393 - Gaojin Wen, Limin Wu, Zhiming Shang, Can Zhong, Hongming Wang, Yun Xu:
A Mesh Generation Method for Structural Topology Optimization Based on Genetic Algorithm. 394-399 - Jingsong He, Pengfei Xia, Wen He:
A Novel Circuit Coding Method for Circuit Evolutionary Design. 400-405 - Jingsong He, Jin Yin:
A Practical Evolution Model for Filter Automatic Design. 406-411 - Chaoqun Wang, Raymond Chiong, Yuan Chen, Zhongyi Hu, Sandeep Dhakal, Yukun Bao:
A PSO-Based Ensemble Model for Peer-to-Peer Credit Scoring. 412-418 - Shike Zhang, Fuming Wang, Hongyuan Fang, Yuan Yuan:
An Application of Natural Computation in Geo-Stress Field Analysis of Hydropower Engineering. 419-425 - Qiang Liu, Lei Liu, Xuhua Shi:
An Indicator Based Multi-Objective Fuzzy Immune Evolutionary Algorithm. 426-436 - Kazuki Otsuki, Akira Furukawa, Shuzo Kanasaki, Yutaro Iwamoto, Tomoko Tateyama, Yen-Wei Chen:
Automated Assessment of Small Bowel Motility Function Based on Feature Points Tracking. 437-440 - Takaya Ueda, Masataka Seo, Ikuko Nishikawa:
Automatic Correction by Deep Generative Model and its Application to Building Construction. 441-444 - Ao Liu, Weiliang Sun, Xiaofeng Yue, Weigang Li, Yuntao Zhao, Bo Liu:
Designing Neural Networks Using Novel Water Wave Optimization Based Memetic Algorithm. 445-449 - Martin Bobák, Adam S. Z. Belloum, Piotr Nowakowski, Jan Meizner, Marian Bubak, Matti Heikkurinen, Ondrej Habala, Ladislav Hluchý:
Exascale computing and data architectures for brownfield applications. 450-457 - Yutaro Iwamoto, Naoaki Hashimoto, Yen-Wei Chen:
Fast Dark Channel Prior Based Haze Removal from a Single Image. 458-461 - Xiuli Zhang, Jingsong He, Pengfei Xia:
Global Annealing Strategy: Evolutionary Circuit Design Made Efficiently. 462-468 - Shuang Cai, Qifeng Xun, Ke Liu, Ao Liu:
Heuristic and Meta-heuristic Algorithms for the Online Scheduling on Unrelated Parallel Machines with Machine Eligibility Constraints. 469-474 - Siti-Farhana Lokman, Abu Talib Bin Othman, Muhamad-Husaini Abu-Bakar:
Optimised Structure of Convolutional Neural Networks for Controller Area Network Classification. 475-481 - Yun Yang, Qian-kun Luo, Gang Ye:
Optimization of water allocation system at the river basins. 482-488 - Gengyu Ge, Kun Shen, Maoqiang Yang, Xuyu Peng:
Powell-based Cuckoo Search Algorithm. 489-493 - Wenlong Zhu, Hanqin Qin, Jianbo Wang, Kai-Yuan Cai:
QoS-Based Web Service Selection for Multiple Users by Genetic Algorithm. 494-499 - De He Wang, Xiao Xia Tang, Ke Pan:
Research on safety distance detection and early warning technology for live working based on electro-optic effect of Pockels. 500-505 - Xiaofeng Qin, Zijie Sun, Meiyun Du, Yu-an Zhang, Bingfeng Li, Rende Song:
Research on the Visualization of Yak Population Optimization Model Based on Genetic Algorithm. 506-510 - Qingsheng Liu:
Sharpening the WBSI Imagery of Tiangong-II: Gram-Schmidt and Principal Components Transform in Comparison. 511-518 - Jing Yang, Kaifeng Huang, Zhixiang Yin, Jianzhong Cui:
The Chinese Postman Problem Based on Molecular Beacon Strand Displacement. 519-523 - Xiaoni Zhao, Bing Xu, Dequan Zheng, Sheng Li:
Tweet Irony Detection Using Ensembles of Word Level Attentive Long Short-term Memory and Convolutional Neural Network. 524-529 - Zhiming Shang, Gaojin Wen, Can Zhong, Hongmin Wang, Chen Li:
UAV Ill-conditioned Target Localization Method Based on Genetic Algorithm. 530-534
Fuzzy Theory and Algorithms
Fuzzy Theory and Models
- Fang Li, Fusheng Yu:
A Long-association Relationship Based Forecasting Method for Time Series. 535-541 - Tai-Ho Yu:
A New Strategy to Design an Adaptive Fuzzy Variable Structure Controller. 542-546 - Olfa Mabrouk, Lobna Hlaoua, Mohamed Nazih Omri:
Fuzzy Twin SVM based-Profile Categorization approach. 547-553 - Huimei Guo, Cai-Fen Zheng, Tian-Xiang Zhu, Hai-Tao Lin, Xiao-Peng Yang:
Min-Product Fuzzy Relation Inequalities with Application in Supply Chain. 554-560 - Wei Mei:
Probability/Possibility Systems for Treatment of Random/Fuzzy Knowledge. 561-567
Rough Set
- Chenxi Wang, Jiancong Fan:
An Attribute Reduction Algorithm Based on the Maximum Dependency and Minimum Redundancy of Attribute. 568-574 - Yanling Wang, Yanyong Guan, Junli Zhou, Hongkai Wang:
Attribute Reducts and Decision Rules in Real Valued Information Systems with Fuzzy Decision. 575-581 - Junli Zhou, Yanyong Guan, Fasheng Xu, Yanling Wang:
New Kinds of Covering Rough Sets Based on Neighborhood Systems. 582-586 - Zixin Liu, Sen Wang, Xuesheng Liu:
The Sorting Methods Based on Dominance of Hierarchical Rough Sets. 587-590
Soft Computing and Granular Computation
- Xia Wu, Jialu Zhang:
Apply the attributes correlation based on information entropy to attribute reduction in random information systems. 591-596 - Tianyun Huang:
Quantitative Analysis on LGSD and HE Based Image Block Division Schemes. 597-601
Fuzzy Applications
Fuzzy Pattern Recognition and Diagnostics
- Chao Li, Sujun Chen, Huiying Ru:
Context-Sensitive Correlation and Fuzzy Collaborative Clustering Based Unsupervised Change Detection. 602-608 - Xuejuan Shao, Jinggang Zhang, Xueliang Zhang, Zhimei Chen:
T-S Fuzzy Modeling and Fuzzy Control of Overhead Crane Using LMI Technique. 609-615
Fuzzy Optimization, Design, and Modeling
- Andreja Naumoski, Georgina Mirceva, Kosta Mitreski:
Experimental Evaluation of Different Membership Functions on Weighted Pattern Trees for Diatom Modelling. 616-623 - Yongsheng Wei, Yanyan Liu, Li Jia, Xianchao Xiu, Jingjing Liu:
Foreground Extraction via the Tensor-Based RPCA with Non-Convex Fused Sparsity. 624-630 - Qiansheng Zhang, Peiru Ke, Yanping Pan:
Fuzzy Portfolio decision model of stock investment based on interval-valued return and risk. 631-635 - Hai-Tao Lin, Xiao-Peng Yang:
Lexicography minimum solution of max-min fuzzy relation inequalities. 636-642 - Chun Yan, Qian Liu, Tingting Dong, Wei Liu:
Payments Per Claim Method Based on Fuzzy Numbers. 643-648
Uncertainty Management
- Fang Liu, Qin Yu, Jia-Wei Zhang, Mao-Jie Huang:
A goal programming model for incomplete interval additive reciprocal matrices under approximate consistency. 649-655 - Yanjun Wang, Duzheng Liu, Lidong Wang:
Discriminative and Generalized Dependent Aggregation Operators for Hesitant 2- Tuple Linguistic Information. 656-663 - Lingling Pan, Hongji Xu, Min Chen, Yingming Zhou, Junfeng Sun:
Improved BPA based Multi-source Nonhomogeneous Continuous Context Inconsistency Resolution Approach. 664-668 - Jinmin Gao, Meilong Le:
Mathematical programming of airline revenue management with passenger choice behavior. 669-676 - Meilong Le, Meihua Lu:
Network revenue management with dependent demand under overlapping segments. 677-684
Other Fuzzy Applications
- Jicheng Shan, Qingbao Liu:
Analysis of the Effect of Battlefield Natural Environment on Military Action Effectiveness Based on Fuzzy Influence Diagram. 685-690 - Manish Aggarwal, Madasu Hanmandlu:
Intelligent Controllers for Uncertain Systems. 691-695 - Yu-Jie Wang, Tzeu-Chen Han, Li-Jen Liu:
Interval-valued fuzzy MCDM based on TOPSIS and RPR for the performance evaluation of airports. 696-700 - Chang-Bin Xu, Xiang-Ming Zhou, Zhen-hua Zhang, You-Yuan Wang:
Research on Fault Prediction of Aircraft Engine. 701-705 - Yue Xiao, Sidong Xian:
Trapezoidal Pythagorean Fuzzy Linguistic Bonferroni Mean Operator based on the Preference Relation: A Case Study for Targeted Poverty Alleviation. 706-711 - Xiuqin Ma, Hongwu Qin:
Weighted Normal Parameter Reduction for Soft Set. 712-716
Knowledge Discovery Foundations
Association Rules
- Feng Hao, Long Zhao, Tiantian Xu, Xiangjun Dong:
Application of Negative and Positive Association Rules in Mental Health Analysis of College Students. 717-723
Classification
- Jun Zhou, Huaping Guo, Chang-an Wu:
Ensemble based on Constraint Projection and Under-Sampling for Imbalanced Learning. 724-731 - Agustín Alejandro Ortiz Díaz, Flavio Roberto Bayer, Fabiano Baldo, Alberto Verdecia-Cabrera, Laura Maria Palomino Mariño, Isvani Frías Blanco:
Fast Adaptive Stacking of Ensembles Adaptation for Supporting Active Learning. a Real Case Application. 732-738 - Jing Liu, Meng-yan Li, Yi Liu:
Hyperspectral Remote Sensing Images Terrain Classification Based on PCA-KMFA. 739-744 - Jitrawadee Rapeepongpan, Praisan Padungweang, Kittichai Lavangnananda:
Logistic Principle Component Analysis (L-PCA) for Feature Selection in Classification. 745-751
Clustering
- Manoj Thulasidas:
A Quality Metric for K-Means Clustering. 752-757 - Haiying Wang, Huiru Zheng:
Flow Simulation on Multilayer Networks: a New Approach to Community Detection in Complex Systems. 758-763 - Xinhui Cui, Zhihao Yun, Guopeng Liu:
Key Node Identification of Power Grid Based on AP Clustering. 764-768 - Shiying Wang, Lei Zhang, Lu Wang, Xiaolan Zhu, Xuexi Wang, Fuxiao Zhang, Chaoyi Liu:
Research on Cluster Analysis of Tibetan Medicine Syndromes type of the plateau common disease. 769-775 - Zhihua Xiong, Zhisheng Yao:
Research on Space Orientation Signature Design of Rail Transit Station. 776-780 - Jian-Ping Mei, Huajiang Lv:
Semi-supervised fuzzy c-means regularized with pairwise constraints. 781-786
Statistical Methods for Data Mining
- Lida Huang, Hongyong Yuan, Jianguo Chen, Lizheng Deng:
Short-term Forecast and Analysis of Mass Incidents Based on Time Series Model. 787-791
Parallel/Distributed Data Mining
- Guoqiang Qian, Xiaofeng Yin, Jingjing Ding, Yongxin Yongxindong, Xiaoyin Chen:
Analysis of Extenics Multidimensional Correlation Between Pathogenic Elements of Wind-Cold and Wind-Hot. 792-794 - Xiaopan Yang, Xiaoyong Tang, Fan Wu:
Multifractal Detrended Fluctuation Analysis Parallelization Method for Image Processing. 795-799
Knowledge Management
- Wei Liu, Jing Su, Xiao Lei, Zhen Xu:
Graph-Based Equivalence Concept Matching in Knowledge Organization System Integration: A Case Study on Thesaurus. 800-805 - Sammy Abdelghani Teffali, Nada Matta, Eric Châtelet:
Learning From Fails in Crisis Management: Case of Stress Impact. 806-814 - Mingcheng Liu, Junhe Yu, Haihong He, Rui Wang, Hongfei Zhan:
Research on Industrial Cluster and the Siphon Effect of Talent Accumulation. 815-818
Machine Learning and Artificial Intelligence
- Siyuan Gao, Ruifang Liu, Hang Miao:
A Gamma-Poisson Block Model for Community Detection in Directed Network. 819-824 - Mei Bai, Pin Lv, Xu Long:
Lexical Sememe Prediction with RNN and Modern Chinese Dictionary. 825-830 - Yin Hai, Bing Han, Wei Su, He Lin, Biao Liu:
R - Tree Index Construction of Dynamic K-means Algorithm. 831-836 - Rongrong Huang, Biao Liu, Wei Su, He Lin:
Research on Braille Music Recognition Based on Convolutional Neural Network. 837-843 - Wenfeng Wu, Biao Liu, Wei Su, He Lin:
Research on Braille Music Segmentation Based on Long Short- Term Memory. 844-849 - Yaxin Ma, Pengfei Zhang, Yunhan Tang:
Research on Fish Image Classification Based on Transfer Learning and Convolutional Neural Network Model. 850-855 - He Hu:
vReLU Activation Functions for Artificial Neural Networks. 856-860
Other Topics in Knowledge Discovery Foundations
- Zhiquan Zou, Zhijun Wang, Suming Zhang, Shu-han Cheng:
An improved user-based collaborative filtering algorithm. 861-865 - Xia Wu, Jialu Zhang, Jiaming Zhong:
Correlation of Attributes Based on Information Measure in DIS and Its Application to Attribute Reduction. 866-871 - Yinglong Wang, Qingzhi Xie, Wenbin Qian, Qin Huang:
Cost-Sensitive Attribute Reduction Algorithm Based on Neighborhood Rough Sets in Incomplete Data. 872-876 - Cheng Gao, Jerzy W. Grzymala-Busse:
Mining incomplete numerical data sets using C4.5 preceded by Multiple Scanning. 877-884
Knowledge Discovery in Specific Domains
High-Dimensional Data Mining
- Meiyun Du, Zijie Sun, Xiaofeng Qin, Yu-an Zhang, Weiru Song, Rende Song:
Data Analysis of Body Weight and Body Size of Yak in Yushu Based on Data Mining. 885-889
Temporal Data Mining
- Huisheng Zhu, Lin Chen, Jinhai Li, Aiping Zhou, Peng Wang, Wei Wang:
A General Depth-First-Search based Algorithm for Frequent Episode Discovery. 890-899 - Fengshan Bai, Huifang Feng, Youji Xu:
Identifying the Hotspots in Urban Areas Using Taxi GPS Trajectories. 900-904 - Tak-Chung Fu, Ying Kit Hung, Fulai Chung:
Time Series Pattern Classification Based on Deep Learning Network: A Study on the Roles of Time Domain Representation. 905-910
Big Data
- Keyan Cao, Anchen Miao, Ning Jin, Yuanwei Qi, Ibrahim Musa:
A Density-based method for Outlier Detecting on Numerical Massive Data. 911-918 - Zhiqing Ning, Genan Dai, Yubao Liu, Youming Ge, Jiefeng Wu:
An Improved Index Based on MapReduce for Path Queries in Public Transportation Networks. 919-926 - Chunlei Ye:
Bibliometrical Analysis of International Big Data Research: Based on Citespace and VOSviewer. 927-932 - Linlin Ding, Shu Wang, Xiao Zhang, Baoyan Song:
Efficient k-dominant Skyline Query Based on Dominate Hierarchical Tree in MapReduce. 933-939 - Chunlei Ye:
Research on Interdisciplinary of Big Data: Based on the Subject Category of Web of Science. 940-947
Databases and Applications
- Wei Du, Xianxia Zou:
Research on Floating-Point Encryption Based on Extended CryptDB. 948-955
Multimedia Mining
- Filip Nalepa, Michal Batko, Pavel Zezula:
Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries. 956-963
Web and Text Data Mining
- Yan Shen, Pengqiang Ai, Yingyuan Xiao, Wenguang Zheng, Wenxin Zhu:
A Tag-Based Personalized News Recommendation Method. 964-970 - Mengtao Sun, Lei Liu, Hao Chen:
An Answer Quality Evaluation Algorithm Based on Semantic in Community-Based Question Answering. 971-978 - Yalu Jia, Lei Liu, Hao Chen:
An Unknown Words Recognition Method for Micro-blog Short Text Based on Improved FP-Growth. 979-985 - Futao Zhao, Zhong Yao, Biao Xu, Pengfei Tang:
Exploring Fairness and Accuracy of Retrieval Models. 986-992 - Jianyu Liu, Shaohong Zhang, Zongbao Yang, Zhiqian Zhang, Jing Wang, Xiaofei Xing:
Online Judge System Topic Classification. 993-1000 - Zhilong Zhen, Juxiao Zhang:
Text Classification Based on Latent Semantic Indexing and Graph Embedding. 1001-1004 - Xiangfu Meng, Xiaoyan Zhang, Zeqi Zhao:
T$k$QS: A Top-$k$ Keyword Query Suggestion System. 1005-1008
Graphic Model Discovery
- Dongming Chen, Cenyi Luo, Zezhi Yuan, Xinyu Huang, Dongqi Wang:
Community Detection Algorithm For Complex Networks Based on Information Entropy Similarity. 1009-1014 - Dileepa Pitawela, Lochandaka Ranathunga:
Low Latency Approach in Road Sign Recognition and Tracking for Autonomous Vehicles. 1015-1022
Data Warehousing and OLAP
- Feixiang Zhu, Shaobo Wang:
Design and Implementation of Oceangoing Ship Scheduling Data Warehouse. 1023-1026
Pattern Recognition and Diagnostics
- Mingwen Wang, Dongming Tang:
A Study on Phalangeal Joint Reference Line Detection for Finger Vein Images. 1027-1031 - Zhenjun Fan:
Anti-cracking Technology for Captcha Recognition. 1032-1035 - Héctor F. Gómez, Victor H. Cordóva, E. Freddy Robalino, Alfredo Vinicio Zuniga Tinizaray, Carlos Eduardo Martinez, Boris Marcel Diaz Pauta, Edwin Fabricio Lozada:
Application of the gsp_m algorithm for the identification of behavioral patterns of people who shoplift. 1036-1044 - Xiaomeng Guo, Fan Wu, Xiaoyong Tang:
Fingerprint Pattern Identification and Classification. 1045-1050 - Wenming Guo, Huifan Qu, Lihong Liang:
WDXI: The Dataset of X-Ray Image for Weld Defects. 1051-1055
Knowledge Discovery in Other Domains
- Kai Wang, Jun Wang, Cheng Chang, Jing Zhang, Lixuan Jia, Jinquan Zhao:
A Fault Location Method for Multi-branch Distribution Lines. 1056-1060 - Xiang Li, Hongfei Zhan, Junhe Yu, Rui Wang:
A Preliminary Study on Generalized Manufacturing System of Industrial Cluster Based on Knowledge Collaboration. 1061-1066 - Yaoling Zhi, Huali Wu, Junchi Zhou:
A Self-Adaptive OPTICS Clustering Algorithm Based on the Lightning Distribution. 1067-1071 - Xiao-Ke Chen, Jian-Hua Yin, Xiao-Jian Zhao, Xiao-Lei Yuan, Xue-Min Wang, Jin-Quan Zhao:
Accurate Measurement of Reactive Power Based on Fryze's Definition of Time Domain Reactive Power. 1072-1075 - Jian-Hua Yin, Xiao-Ke Chen, Zhi-Bin Zheng, Jian-Zhi Liu, Jin-Quan Zhao:
Electric Energy Measurement Based on the Improved Instantaneous Reactive Power Theory. 1076-1080 - Zige Wang, Hao Zhang, Te Hu, Zifan Chen, Steffen Gais, Xiaoliang Gong:
Exploring the Neural Pattern in EEG Records of Material-specific Memory Maintenance by Deep Learning. 1081-1085 - Xu Zhang, Ruojuan Xue, Bin Liu, Wenpeng Lu, Yiqun Zhang:
Grade Prediction of Student Academic Performance with Multiple Classification Models. 1086-1090 - Min Dai, Danyang Meng, Feng Jia, Miaoling Ma:
Identification Based on PRT Gravity Tunnel of Continuous Electrocardiogram. 1091-1095 - Yonghong Xie, Chang Yan, Dezheng Zhang:
Personalized Diagnostic Modal Discovery of Traditional Chinese Medicine Knowledge Graph. 1096-1103 - Jian-Hua Yin, Xiao-Ke Chen, Xiao-Lei Yuan, Jian-Zhi Liu, Jin-Quan Zhao:
Research on Anti-interfering Capability of Ultra-highspeed Transient-based Protection for Transmission Line. 1104-1109 - Yonghong Xie, Shuang Ha, Zihao Song, Dezheng Zhang:
Semantic Feature Expansion Technology Based on Knowledge Map. 1110-1114 - Bin Liu, Giuseppe Vinci, Adam C. Snyder, Robert E. Kass:
Sequential Monte Carlo Method for Bayesian Multiple Testing of Pairwise Interactions among Large Number of Neurons. 1115-1121 - Zhihua Xiong, Zhisheng Yao:
The Influence of Speed Limit Policy on Traffic Safety. 1122-1126 - Hui Li, Guofeng Gao, Xin Ge, Shikai Guo, Li-Ying Hao:
The Influence Ranking for Software Classes. 1127-1133
Information Technology for Knowledge Discovery
Data Engineering
- Xin Huang, Pohuang Jiang, Jun Ma:
A Machine Learning Application for Electric Power Industrial Big-Data Based on Hadoop. 1134-1137 - Ding An Liao, Hai Hui Xiao, Hu Lu:
Automatic Identification of Network Communities by Novel Method of Measure. 1138-1143 - Ching-Sheng Tu, Deng-Yi Wu, Shie-Jue Lee, Yann-Yean Su:
Supervised Classification by RBF Networks With Self-Constructing Clustering. 1144-1149
Signal Processing and Multimedia
- Gongxiang Wang, Xianhu Luo:
A beacon for ocean bottom EM receiver. 1150-1153 - Yunping Zheng, Ruijun Li, Wenjie Huang, Mudar Sarem:
A NAM-based Edge Detection Algorithm. 1154-1159 - Yunping Zheng, Ruijun Li, Wenjie Huang, Mudar Sarem:
A New NAM-based Hough Transform Algorithm. 1160-1165 - Qihong Yang, Qiang Wei:
An Image Matching Algorithm based on Mutual Information for Small Dimensionality Target. 1166-1171 - Xiaoyu Wang, Yisha Lan, Feng Su, Zhounan Li, Chenxi Huang, Yongtao Hao, Lulu Yue, Yongqiang Cheng, Yonghong Peng:
Automatic stent strut detection in intravascular ultrasound using feature extraction and classification technique. 1172-1176 - Yunyuan Gao, Yingchun Zhang, Hui Xu Su, Qizhong Zhang:
Coupling Analysis of EEG Based on Simultaneous Screening - Symbolic Transfer Entropy. 1177-1181 - Yingkun Hou, Hao Hou, Guang-Hai Liu, Junjie Hou:
Detection of Pavement Cracks Based on Non-local Image Denoising and Enhancement. 1182-1186 - Xianghui Liu, Yancong Deng, Yingkai Sun, Yuting Zhou:
Multi-Digit Recognition with Convolutional Neural Network and Long Short-Term Memory. 1187-1192 - Xiaogang Chen, Bing Zhao, Xiaorong Gao:
Noninvasive Brain-computer Interface Based High-level Control of a Robotic Arm for Pick and Place Tasks. 1193-1197 - Tianhao Wang, Zhen Su:
Reconstruction of Fine Grayscale Image with Low Sampling Rate Based on the Salience Analysis. 1198-1202 - Ping Yu, Xianhu Luo:
Research on AgCl Electrode Test Method for Marine CSEM. 1203-1206 - Shidong Chen, Xiangqun Chen, Junhua Hu, Jun Lu, Zesheng Hu:
Self-similarity Modeling Research on Information Gathering Service for Power Utilization of Smart Grid. 1207-1210 - Wei Zhong, Ke Liu, Long Ye, Li Fang, Qin Zhang:
Value-Based Local Connection Scheduling Algorithm for Distributed Video Transcoding System. 1211-1216
Communications and Networking
- Jiahui Chen:
A Brief Analysis of Design and Application of GPS Positioning Security USB Flash Disk. 1217-1223 - Dandan Cheng, Xingwei Wang, Shuang Zhang, Min Huang:
A Cat Swarm Optimization-Based QoS Routing in ICN. 1224-1230 - Ping Zeng, Xiaobin Li:
A Strategy of Reusing Mode Selection for Device to Device Communication. 1231-1236 - Pimjai Navabud, Chin-Ling Chen:
Analyzing the Web Mail Using Wireshark. 1237-1239 - Leqiang Bai, Xiangfei Zhao:
Borrowed Address Assignment Algorithm Based on Recursive Reduction Model in ZigBee Networks. 1240-1245 - Fida Hussain, Man Qi:
Integrated Privacy Preserving Framework for Smart Home. 1246-1253 - Leqiang Bai, Guoku Li:
Location Privacy Protection of WSN Based on Network Partition and Angle. 1254-1260 - Nan Xu, Hui Kang, Fang Mei:
Modeling and Implementation of Distributed Environment Based on Pi-Calculus and Agent. 1261-1266 - Jianbo Liu, Yanyan Wang, Fulian Yin:
Research on Automatic Construction of Sentiment Lexicon Based on Bayesian Framework. 1267-1273 - Dandan Cheng, Xingwei Wang, Shuang Zhang, Min Huang:
SDN-Based Routing Mechanism for Industrial Wireless Sensor Networks. 1274-1281 - Tan Li, Shuangwu Chen, Zhen Yao, Xiang Chen, Jian Yang:
Semi-supervised network traffic classification using deep generative models. 1282-1288 - Ran Deng, Gaoqi Dou, Jun Gao, Qingbo Wang:
The Interference Cancellation Scheme for AF Successive Relay Networks Based on Postmultiplying Precoding. 1289-1293 - Xiangtao Jiang, Hui Huang, Dongjun Xin, Jiayi Du:
The Simulation of Address Autoconfiguration Protocols in Mobile Ad Hoc Networks Based on NS2. 1294-1299 - Shuang Yang, Xingwei Wang, Shuang Zhang, Min Huang:
Trust-Based Security Routing Mechanism in Mobile Social Networks. 1300-1305
Software Engineering
- Jing Liu, Mengtian Cui, Limei Jia:
Evaluation of user experience based 3D websites using gray correlation analysis and AHP. 1306-1309
Automation, Robotics, and Control
- He Hu:
An Educational Arduino Robot for Visual Deep Learning Experiments. 1310-1314 - Yizhou Chen, Yongming Huang:
An Overtaking Obstacle Algorithm for Autonomous Driving based on Dynamic Trajectory Planning. 1315-1322 - Bin Zhang, Gilyoung Yoon, Hunok Lim:
Attitude Control and Altitude Control of a Four-Rotor Flying Robot. 1323-1328 - Lizheng Deng, Hongyong Yuan, Lida Huang, Shuan Yan, Yao Lai:
Post-earthquake Search via an Autonomous UAV: Hybrid Algorithm and 3D Path Planning. 1329-1334 - Yanping Xu, Na Li:
Ultra-wide and Ultra-High Detection Technology of Mine Vehicle Based on Laser Measurement System. 1335-1338
Distributed Systems and Computer Hardware
- Fu-Hong Syue, Varsha A. Kshirsagar, Shou-Chih Lo:
Improving MapReduce Load Balancing in Hadoop. 1339-1345
Computer Applications
- Gang Zhang, Ling Zhong, Ming Xiao, Yong-Hui Huang:
Deep Kernel Learning with Application to Medical Image Annotation. 1346-1352 - Chandler Mitchell, Chen-Chi Shing:
Discussing Alternative Login Methods and Their Advantages and Disadvantages. 1353-1356 - Shujian Shi, Yong Chen:
Gas Leak Detection Based on Wavelet Reconstruction and Approximate Entropy. 1357-1361 - Risheng Han:
Kernel Based Visual Tracking with Scale-Free Network Model. 1362-1367 - Qingsong Yu, Hong Jiang, Xiao Ma:
The Application of Data Mining Technology in Customer Relationship Management of Commercial Banks. 1368-1373
Other Topics in Information Technology for Knowledge Discovery
- Ren Kanehira, Yasuhiro Ito, Masafumi Suzuki, Fujimoto Hideo:
Enhanced relaxation effect of music therapy with VR. 1374-1378 - Yibin Zhang, Yingcang Ma, Xiaofei Yang:
Multi-Label Feature Selection Based on Mutual Information. 1379-1386 - Long Liu, Danyang Jing, Xiaojun Chang:
Particle Filtering Based Visual Attention Model for Moving Target Detection. 1387-1391 - Yongchen Jiang, Jinqing Wang, Wei Gou, Linfeng Yu:
Phase Calibration of Signal Transmission. 1392-1396 - Na Zhu:
Signature of Quasi-Complete Graphs and Quasi-Complete Bipartite Graphs. 1397-1399 - Jie Su, Jie Lian:
The Optimal Loan Decision Between Small Enterprises and Banks Under Government's Subsidy and Supervision using Genetic Algorithms. 1400-1406
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