DOLAP 2022: 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data




Co-located with EDBT 2022, Edinburgh, UK

March 29, 2022



Accepted full papers

  • Sandro Bimonte, Houssam Bazza, Jean Laneurit, Stefano Rizzi and Hassan Badir. A UML Profile for Variety Awareness in Multidimensional Design

  • Glenn Galvizo and Michael Carey. On Multi-Valued Indexing in AsterixDB

  • Uchechukwu Njoku, Alberto Abelló, Besim Bilalli and Gianluca Bontempi. Impact of filter feature selection on classification: an empirical study

  • George Chernishev, Viacheslav Galaktionov, Valentin Grigorev, Evgeniy Klyuchikov and Kirill Smirnov. A Comprehensive Study of Late Materialization Strategies for a Disk-Based Column-Store

  • Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou and Volker Markl. Efficient Specialized Spreadsheet Parsing for Data Science

  • Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat and Chantal Soulé-Dupuy. A comparative study of additive local explanation methods based on feature influences

  • Shunta Ishihara, Chiemi Watanabe and Toshiyuki Amagasa. Supporting Insertion in an Encrypted Multi-Maps with Volume Hiding using Trusted Execution Environment

  • Michael Lan, Xiaoying Wu and Dimitri Theodoratos. Answering Graph Pattern Queries using Compact Materialized Views


Accepted short papers

  • Yuchen Ji, Daichi Amagata, Yuya Sasaki and Takahiro Hara. A Performance Study of One-dimensional Learned Cardinality Estimation

  • Alberto Abello and James Cheney. Eris: Measuring discord among multidimensional data sources

  • Ana Lavalle, Alejandro Maté, Juan Trujillo and Jorge García. A Methodology based on Rebalancing Techniques to measure and improve Fairness in Artificial Intelligence algorithms

  • Alexandre Chanson, Faten El Outa, Nicolas Labroche, Patrick Marcel, Verónika Peralta, Willeme Verdeaux and Lucile Jacquemart. Generating personalized data narrations from EDA notebooks