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Intelligent Information Processing XII

13th IFIP TC 12 International Conference, IIP 2024, Shenzhen, China, May 3–6, 2024, Proceedings, Part I

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Zhongzhi Shi

    1. Chinese Academy of Sciences, Beijing, China

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  2. Jim Torresen

    1. University of Oslo, Oslo, Norway

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  3. Shengxiang Yang

    1. De Montfort University, Leicester, UK

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 703)

Included in the following conference series:

Conference proceedings info: IIP 2024.

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About this book

The two-volume set IFIP AICT 703 and 704 constitutes the refereed conference proceedings of the 13th IFIP TC 12 International Conference on Intelligent Information Processing XII, IIP 2024, held in Shenzhen, China, during May 3–6, 2024. 

 

The 49 full papers and 5 short papers presented in these proceedings were carefully reviewed and selected from 58 submissions. 

The papers are organized in the following topical sections: 

 

Volume I: Machine Learning; Natural Language Processing; Neural and Evolutionary Computing; Recommendation and Social Computing; Business Intelligence and Risk Control; and Pattern Recognition.

 

Volume II: Image Understanding.

Keywords

Table of contents (35 papers)

  1. Front Matter

    Pages i-xxx
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Dual Contrastive Learning for Anomaly Detection in Attributed Networks

      • Shijie Xue, He Kong, Qi Wang
      Pages 3-18

    3. Online Learning in Varying Feature Spaces with Informative Variation

      • Peijia Qin, Liyan Song
      Pages 19-33

    4. Towards a Flexible Accuracy-Oriented Deep Learning Module Inference Latency Prediction Framework for Adaptive Optimization Algorithms

      • Jingran Shen, Nikos Tziritas, Georgios Theodoropoulos
      Pages 34-47

    5. Table Orientation Classification Model Based on BERT and TCSMN

      • Dawei Jin, Rongxin Mi, Tianhang Song
      Pages 48-62

    6. Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning

      • Hui Ouyang, Cheng Chen, Ke Tang
      Pages 63-78

    7. Entropy-Based Logic Explanations of Differentiable Decision Tree

      • Yuanyuan Liu, Jiajia Zhang, Yifan Li
      Pages 79-91

    8. Deep Friendly Embedding Space for Clustering

      • Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo
      Pages 92-105

    9. Bayesian Personalized Sorting Based on Time Factors and Hot Recommendations

      • Wenhua Zeng, Junjie Liu, Bo Zhang
      Pages 106-114

    10. Design and Implementation of Risk Control Model Based on Deep Ensemble Learning Algorithm

      • Maoguang Wang, Ying Cui
      Pages 115-124

    11. More Teachers Make Greater Students: Compression of CycleGAN

      • Xiaoxi Liu, Lin Lv, Ju Liu, Yanyang Han, Mengnan Liang, Xiao Jiang
      Pages 125-139

    12. Hybrid Integrated Dimensionality Reduction Method Based on Conformal Homeomorphism Mapping

      • Bianping Su, Chaoyin Liang, Chunkai Wang, Yufan Guo, Shicong Wu, Yan Chen et al.
      Pages 140-154

  3. Natural Language Processing

    1. Front Matter

      Pages 155-155
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    2. Are Mixture-of-Modality-Experts Transformers Robust to Missing Modality During Training and Inferring?

      • Yan Gao, Tong Xu, Enhong Chen
      Pages 157-172

    3. Question Answering Systems Based on Pre-trained Language Models: Recent Progress

      • Xudong Luo, Ying Luo, Binxia Yang
      Pages 173-189

    4. A BERT-Based Model for Legal Document Proofreading

      • Jinlong Liu, Xudong Luo
      Pages 190-206

    5. Entity Relation Joint Extraction with Data Augmentation Based on Large Language Model

      • Manman Zhang, Shuocan Zhu, Jingmin Zhang, Yu Han, Xiaoxuan Zhu, Leilei Zhang
      Pages 207-214

  4. Neural and Evolutionary Computing

    1. Front Matter

      Pages 215-215
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    2. Empirical Evaluation of Evolutionary Algorithms with Power-Law Ranking Selection

      • Duc-Cuong Dang, Anton V. Eremeev, Xiaoyu Qin
      Pages 217-232
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Other volumes

  1. Intelligent Information Processing XII

  2. Intelligent Information Processing XII

Editors and Affiliations

  • Chinese Academy of Sciences, Beijing, China

    Zhongzhi Shi

  • University of Oslo, Oslo, Norway

    Jim Torresen

  • De Montfort University, Leicester, UK

    Shengxiang Yang

Bibliographic Information

  • Book Title: Intelligent Information Processing XII

  • Book Subtitle: 13th IFIP TC 12 International Conference, IIP 2024, Shenzhen, China, May 3–6, 2024, Proceedings, Part I

  • Editors: Zhongzhi Shi, Jim Torresen, Shengxiang Yang

  • Series Title: IFIP Advances in Information and Communication Technology

  • DOI: https://doi.org/10.1007/978-3-031-57808-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: IFIP International Federation for Information Processing 2024

  • Hardcover ISBN: 978-3-031-57807-6Published: 18 April 2024

  • Softcover ISBN: 978-3-031-57810-6Published: 19 April 2025

  • eBook ISBN: 978-3-031-57808-3Published: 05 April 2024

  • Series ISSN: 1868-4238

  • Series E-ISSN: 1868-422X

  • Edition Number: 1

  • Number of Pages: XXX, 505

  • Number of Illustrations: 40 b/w illustrations, 124 illustrations in colour

  • Topics: Artificial Intelligence

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