default search action
14th 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 - Hui-Mei 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