DOLAP 2022
Design, Optimization, Languages and Analytical Processing of Big Data

Table of Contents

• A UML Profile for Variety Awareness in Multidimensional Design 1-10
  Sandro Bimonte , Houssam Bazza , Jean Laneurit , Stefano Rizzi , Hassan Badir
• On Multi-Valued Indexing in AsterixDB 11-20
  Glenn Galvizo , Michael Carey
• A Comprehensive Study of Late Materialization Strategies for a Disk-Based Column-Store 21-30
  George Chernishev , Viacheslav Galaktionov , Valentin Grigorev , Evgeniy Klyuchikov , Kirill Smirnov
• A Comparative Study of Additive Local Explanation Methods based on Feature Influences 31-40
  Emmanuel Doumard , Julien Aligon , Elodie Escriva , Jean-Baptiste Excoffier , Paul Monsarrat , Chantal Soule-Dupuy
• Efficient Specialized Spreadsheet Parsing for Data Science 41-50
  Felix Henze , Haralampos Gavriilidis , Eleni Tzirita Zacharatou , Volker Markl
• Answering Graph Pattern Queries using Compact Materialized Views 51-60
  Michael Lan , Xiaoying Wu , Dimitri Theodoratos
• Supporting Insertion in an Encrypted Multi-Maps with Volume Hiding using Trusted Execution Environment 61-70
  Shunta Ishihara , Chiemi Watanabe , Toshiyuki Amagasa
• Impact of Filter Feature Selection on Classification: An Empirical Study 71-80
  Uchechukwu Njoku , Alberto Abello , Besim Bilalli , Gianluca Bontempi
• A Methodology based on Rebalancing Techniques to Measure and Improve Fairness in Artificial Intelligence algorithms 81-85
  Ana Lavalle , Alejandro Mate , Juan Trujillo , Jorge Garcia
• A Performance Study of One-dimensional Learned Cardinality Estimation 86-90
  Yuchen Ji , Daichi Amagata , Yuya Sasaki , Takahiro Hara
• Generating Personalized Data Narrations from EDA Notebooks 91-95
  Alexandre Chanson , Faten El Outa , Nicolas Labroche , Patrick Marcel , Veronika Peralta , Willeme Verdeaux , Lucile Jacquemart
• Measuring Discord Among Multidimensional Data Sources 96-100
  Alberto Abello , James Cheney