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Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

Volume 2

  • Yong Liu
  • Lipo Wang
  • Liang Zhao
  • Zhengtao Yu
Conference proceedings ICNC-FSKD 2019

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1075)

Table of contents

  1. Front Matter
    Pages i-xxv
    PDF

  2. Knowledge Discovery Foundations: Association Rules

    1. Front Matter
      Pages 1-1
      PDF
    2. Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs
      CaiXia Qin, MingXue Liao, YuanYuan Liang, ChangWen Zheng
      Pages 3-13
    3. An Efficient Algorithm to Mine High Average-Utility Sequential Patterns
      Tiantian Xu
      Pages 14-22
    4. HPM-FSI: A High-Performance Algorithm for Mining Frequent Significance Itemsets
      Huan Phan, Bac Le
      Pages 23-33

  3. Knowledge Discovery Foundations: Classification

    1. Front Matter
      Pages 35-35
      PDF
    2. 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
    3. Predictive Model for Brazilian Presidential Election Based on Analysis of Social Media
      Guilherme Silva, Mirele Costa, André Drummond, Li Weigang
      Pages 46-53
    4. On Back-Propagation Network to Early Judgment of Seismic Sequences
      Anxu Wu
      Pages 54-60
    5. Privacy-Protected KNN Classification Algorithm Based on Negative Database
      Hucheng Liao, Yu Chen, Shihu Bu, Mingkun Zhang
      Pages 61-68
    6. 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

  4. Knowledge Discovery Foundations: Clustering

    1. Front Matter
      Pages 77-77
      PDF
    2. Knowledge Matching in Horizontal Collaborative Fuzzy Clustering
      Longshu Liu, Fusheng Yu, Fangyang Wang
      Pages 79-88
    3. KNN-Based Pseudo-supervised RCNN Framework for Text Clustering
      Zhi Chen, Wu Guo
      Pages 89-97
    4. Clustering Optimization and Evaluation of Campus Network User Behavior Analysis System
      Hong Jiang, Qingsong Yu, Yingying Xu
      Pages 98-104
    5. Minkowski Metric Based Soft Subspace Clustering with Different Minkowski Exponent and Feature Weight Exponent
      Xiaobin Zhi, Longtao Bi
      Pages 105-112

  5. Knowledge Discovery Foundations: Knowledge Management

    1. Front Matter
      Pages 113-113
      PDF
    2. Semantic Knowledge Sharing Mechanism Based on Blockchain
      Botao Zhang, Xingzhou Li, Hui Ren, Jinguang Gu
      Pages 115-127
    3. Semantic Retrieval Based on User Intention Recognition in Engineering Domain
      Ling Ge, Boshen Ding
      Pages 128-138
    4. Path-Based Knowledge Graph Completion Combining Reinforcement Learning with Soft Rules
      Wenting Yu, Xiangnan Ma, Luyi Bai
      Pages 139-146
    5. A Model of Trust Knowledge Based on Trust Relationship and Knowledge Sharing
      Ge Yang, Hanxuan Wang, Jing Huang
      Pages 147-153

  6. Knowledge Discovery Foundations: Machine Learning and Artificial Intelligence

    1. Front Matter
      Pages 155-155
      PDF
    2. Mathematical Programming for Piecewise Linear Representation of Discrete Time Series
      Yang Xiyang, Zhang Jing, Yu Fusheng, Li Zhiwei
      Pages 157-167
    3. Tag2Vec: Tag Embedding for Top-N Recommendation
      Ming He, Kaisheng Yao, Peng Yang, Yuan Yao
      Pages 168-175
    4. Enhance Target Features in Real-Time Arbitrary Style Transfer
      Yuxiong Fang, Hong Jiang
      Pages 176-184
    5. Cross-Projection for Embedding Translation in Knowledge Graph Completion
      Xiangnan Ma, Wenting Yu, Lin Zhu, Luyi Bai
      Pages 185-193
    6. Topological Data Analysis for Time Series Changing Point Detection
      Vanderlei Miranda, Liang Zhao
      Pages 194-203
    7. 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
    8. 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
    9. Dynamic Detection of Malicious Code on Android Based on Improved Multi-feature Gaussian Kernel
      Qing Yu, Xixi Luo, Zuohua Wang
      Pages 221-228
    10. A Rough Set Classifier Based on Discretization and Attribute Selection
      Yingjuan Sun, Dongbing Pu, Dongbing Gu, John Q. Gan, Kun Yang
      Pages 229-236

  7. Knowledge Discovery Foundations: Other Topics in Knowledge Discovery Foundations

    1. Front Matter
      Pages 237-237
      PDF
    2. RDF Multi-query Optimization Algorithm Based on Triple Pattern Reordering
      Manzi Wang, Fangfang Xu, Haidong Fu
      Pages 239-253
    3. Fuzzy Partition Based Period Detection Method for Numerical Time Series
      Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang
      Pages 254-262
    4. A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph
      Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang
      Pages 263-271
    5. 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
    6. The Fractional SEIRS Epidemic Model for Information Dissemination in Social Networks
      Qiujuan Tong, Huan Wang, Jianke Zhang, Linna Li, Qiongdan Huang
      Pages 284-291
    7. An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability
      Zhenjie Zhang, Hongwei Ma
      Pages 292-300
    8. Comparative Studies of Robot Navigation
      Zhan Xu, Anxin Zhao, Bo Zhai, Anyi Wang, Lina Zhang
      Pages 301-310

  8. Knowledge Discovery in Specific Domains: High-Dimensional Data Mining

    1. Front Matter
      Pages 311-311
      PDF
    2. Two-Stage Sampling Method for Social Media Bigdata
      Ying’an Cui, Xue Li
      Pages 313-320
    3. Two-Stage Discriminative Feature Selection
      Xiaobin Zhi, Shaoru Wu
      Pages 321-328
    4. An Efficient Algorithm for Enumerating Maximal Bicliques from a Dynamically Growing Graph
      Rui Wang, Mingxue Liao, Caixia Qin
      Pages 329-337

  9. Knowledge Discovery in Specific Domains: Temporal Data Mining

    1. Front Matter
      Pages 339-339
      PDF
    2. A Cloud-Based Dashboard for Time Series Analysis on Hot Topics from Social Media
      Yunkai Liu, Weifeng Xu
      Pages 341-348
    3. Using SVM to Provide Precipitation Nowcasting Based on Radar Data
      Xiongfa Mai, Haiyan Zhong, Ling Li
      Pages 349-356

  10. Knowledge Discovery in Specific Domains: Big Data

    1. Front Matter
      Pages 357-357
      PDF
    2. Research on Medical Big Data Security Management
      Xiaohan Hu, Rong Jiang, Zhenwei Qian, Mingyue Shi, Jingwei Shang
      Pages 359-367
    3. 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
    4. Research on College Students’ Academic Early Warning System Based on PCA-SVM
      Xiang Chen, Xiuling Jin, Geng Lin
      Pages 376-383

Other volumes

  1. Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery
    Volume 1
  2. Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery
    Volume 2

About these proceedings

Introduction

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.

Keywords

Natural Computation Fuzzy Systems Knowledge Discovery ICNC-FSKD ICNC-FSKD 2019

Editors and affiliations

  • Yong Liu
    • 1
  • Lipo Wang
    • 2
  • Liang Zhao
    • 3
  • Zhengtao Yu
    • 4
  1. 1.The University of AizuAizuwakamatsuJapan
  2. 2.School of Electrical and Electronic EngineeringNanyang Technological UniversitySingaporeSingapore
  3. 3.Computer Science and MathematicsUniversity of Sao PauloRibeirao PretoBrazil
  4. 4.School of Information Engineering and AutomationKunming University of Science and TechnologyKunmingChina

Bibliographic information