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Database Systems for Advanced Applications. DASFAA 2022 International Workshops

BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11–14, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Uday Kiran Rage

    1. University of Aizu, Aizu, Japan

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  2. Vikram Goyal

    1. Indraprastha Institute of Information Technology, Delhi, India

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  3. P. Krishna Reddy

    1. Data Sciences and Analytics Center, International Institute of Information Technology, Hyderabad, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13248)

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Conference proceedings info: DASFAA 2022.

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About this book

This volume constitutes the papers of several workshops which were held in conjunction with the 27th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held as virtual event in April 2022.

The 30 revised full papers presented in this book were carefully reviewed and selected from 65 submissions. 

DASFAA 2022 presents the following five workshops:

·         First  workshop on Pattern mining and Machine learning in Big complex Databases (PMBD 2021)

·         6th International Workshop on Graph Data Management and Analysis (GDMA 2022)

·         First International Workshop on Blockchain Technologies (IWBT2022)

·         8th International Workshop on Big Data Management and Service (BDMS 2022)

·         First workshop on Managing Air Quality Through Data Science

·         7th International Workshop on Big Data Quality Management (BDQM 2022).


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Table of contents (30 papers)

  1. Front Matter

    Pages i-xv
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  2. PMDB

    1. Front Matter

      Pages 1-1
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    2. An Algorithm for Mining Fixed-Length High Utility Itemsets

      • Le Wang
      Pages 3-20

    3. A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine

      • Yulin He, Qihang Huang, Shengsheng Xu, Joshua Zhexue Huang
      Pages 21-33

    4. Pattern Mining: Current Challenges and Opportunities

      • Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Mourad Nouioua, Wei Song, Tin Truong et al.
      Pages 34-49

    5. Why Not to Trust Big Data: Discussing Statistical Paradoxes

      • Rahul Sharma, Minakshi Kaushik, Sijo Arakkal Peious, Mahtab Shahin, Ankit Vidyarthi, Prayag Tiwari et al.
      Pages 50-63

    6. Localized Metric Learning for Large Multi-class Extremely Imbalanced Face Database

      • Seba Susan, Ashu Kaushik
      Pages 64-78

    7. Top-k Dominating Queries on Incremental Datasets

      • Jimmy Ming-Tai Wu, Ke Wang, Jerry Chun-Wei Lin
      Pages 79-88

  3. IWBT

    1. Front Matter

      Pages 89-89
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    2. Collaborative Blockchain Based Distributed Denial of Service Attack Mitigation Approach with IP Reputation System

      • Darshi Patel, Dhiren Patel
      Pages 91-103

    3. Model-Driven Development of Distributed Ledger Applications

      • Piero Fraternali, Sergio Luis Herrera Gonzalez, Matteo Frigerio, Mattia Righetti
      Pages 104-119

    4. Towards a Blockchain Solution for Customs Duty-Related Fraud

      • Christopher G. Harris
      Pages 120-134

    5. Securing Cookies/Sessions Through Non-fungible Tokens

      • Kaushal Shah, Uday Khokhariya, Nidhay Pancholi, Shambhavi Kumar, Keyur Parmar
      Pages 135-146

  4. GDMA

    1. Front Matter

      Pages 147-147
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    2. Chinese Spelling Error Detection and Correction Based on Knowledge Graph

      • Ximin Sun, Jing Zhou, Shuai Wang, Huichao Li, Jiangkai Jia, Jiazheng Zhu
      Pages 149-159

    3. Construction and Application of Event Logic Graph: A Survey

      • Bin Zhang, Ximin Sun, Xiaoming Li, Dan Liu, Shuai Wang, Jiangkai Jia
      Pages 160-174

    4. Enhancing Low-Resource Languages Question Answering with Syntactic Graph

      • Linjuan Wu, Jiazheng Zhu, Xiaowang Zhang, Zhiqiang Zhuang, ZhiYong Feng
      Pages 175-188

    5. Profile Consistency Discrimination

      • Jing Zhou, Ximin Sun, Shuai Wang, Jiangkai Jia, Huichao Li, Mingda Wang et al.
      Pages 189-199

  5. BDMS

    1. Front Matter

      Pages 201-201
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    2. H-V: An Improved Coding Layout Based on Erasure Coded Storage System

      • Tiantong Mu, Ying Song, Mingjie Yang, Bo Wang, Jiacheng Zhao
      Pages 203-213
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Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

  4. Database Systems for Advanced Applications. DASFAA 2022 International Workshops

Editors and Affiliations

  • University of Aizu, Aizu, Japan

    Uday Kiran Rage

  • Indraprastha Institute of Information Technology, Delhi, India

    Vikram Goyal

  • Data Sciences and Analytics Center, International Institute of Information Technology, Hyderabad, India

    P. Krishna Reddy

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