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  • Conference proceedings
  • © 2023

Advanced Data Mining and Applications

19th International Conference, ADMA 2023, Shenyang, China, August 21–23, 2023, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14177)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ADMA: International Conference on Advanced Data Mining and Applications

Conference proceedings info: ADMA 2023.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xxiii
  2. Knowledge Graph

    1. Front Matter

      Pages 1-1
    2. Knowledge Graph Completion with Information Adaptation and Refinement

      • Yifan Liu, Bin Shang, Chenxin Wang, Yinliang Zhao
      Pages 16-31
    3. Duet Representation Learning with Entity Multi-attribute Information in Knowledge Graphs

      • Yuanbo Xu, Yuanbo Zhang, Yongjian Yang, Hangtong Xu, Lin Yue
      Pages 32-45
    4. TKGAT: Temporal Knowledge Graph Representation Learning Using Attention Network

      • Shaowei Zhang, Zhao Li, Xin Wang, Zirui Chen, WenBin Guo
      Pages 46-61
    5. Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion

      • Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam
      Pages 62-77
    6. Joint Embedding of Local Structures and Evolutionary Patterns for Temporal Link Prediction

      • Tingxuan Chen, Jun Long, Liu Yang, Guohui Li, Shuai Luo, Meihong Xiao
      Pages 107-121
  3. Multimedia

    1. Front Matter

      Pages 123-123
    2. DQN-Based Stitching Algorithm for Unmanned Aerial Vehicle Images

      • Ji Ma, Wenci Liu, Tingwei Chen
      Pages 125-138
    3. HM-QCNN: Hybrid Multi-branches Quantum-Classical Neural Network for Image Classification

      • Haowen Liu, Yufei Gao, Lei Shi, Lin Wei, Zheng Shan, Bo Zhao
      Pages 139-151
    4. DetOH: An Anchor-Free Object Detector with Only Heatmaps

      • Ruohao Wu, Xi Xiao, Guangwu Hu, Hanqing Zhao, Han Zhang, Yongqing Peng
      Pages 152-167
    5. A Compact Phoneme-To-Audio Aligner for Singing Voice

      • Meizhen Zheng, Peng Bai, Xiaodong Shi
      Pages 183-197
    6. Song-to-Video Translation: Writing a Video from Song Lyrics Based on Multimodal Pre-training

      • Feifei Fu, Zelong Sun, Guoxing Yang, Xiaolong He, Zhiwu Lu
      Pages 198-213
  4. Medical Image Analysis

    1. Front Matter

      Pages 215-215
    2. Breast Cancer Histopathology Image Classification Using Frequency Attention Convolution Network

      • Ruidong Lu, Qiule Sun, Xueyan Ding, Jianxin Zhang
      Pages 217-229
    3. Wavelet-SVDD: Anomaly Detection and Segmentation with Frequency Domain Attention

      • Linhui Zhou, Weiyu Guo, Jing Cao, Xinyue Zhang, Yue Wang
      Pages 230-243

About this book

This book constitutes the refereed proceedings of the 19th International Conference on Advanced Data Mining and Applications, ADMA 2023, held in Shenyang, China, during August 21–23, 2023.


The 216 full papers included in this book were carefully reviewed and selected from 503 submissions. They were organized in topical sections as follows: Data mining foundations, Grand challenges of data mining, Parallel and distributed data mining algorithms, Mining on data streams, Graph mining and Spatial data mining.

Keywords

  • artificial intelligence
  • computational linguistics
  • computer networks
  • computer systems
  • computer vision
  • Data mining foundations
  • Grand challenges of data mining
  • Parallel and distributed data mining algorithms
  • Mining on data streams
  • Graph mining
  • Spatial data mining
  • Text, video, multimedia data mining
  • Sequence processing and analysis
  • Web mining
  • High performance data mining algorithms
  • Big data
  • Web of Things
  • Grid computing
  • DNA sequencing, genomics, and biometrics
  • Image interpretations

Editors and Affiliations

  • Northeastern University, Shenyang, China

    Xiaochun Yang, Bin Wang

  • The University of Indonesia, Depok, Indonesia

    Heru Suhartanto

  • Beijing Institute of Technology, Beijing, China

    Guoren Wang

  • University of Technology Sydney, Sydney, Australia

    Jing Jiang

  • Agency for Science, Technology and Research (A*STAR), Singapore, Singapore

    Bing Li

  • Sun Yat-sen University, Guangzhou, China

    Huaijie Zhu

  • Anhui University, Hefei, China

    Ningning Cui

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access