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