| Vol-3651 urn:nbn:de:0074-3651-6 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# EDBT/ICDT-WS 2024
EDBT/ICDT 2024 Workshops

### Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference
co-located with the EDBT/ICDT 2024 Joint Conference

### Paestum, Italy, March 25, 2024.

Edited by

### Themis Palpanas *
H V Jagadish **

* Université Paris Cité, LIPADE, Paris 75006, France
** University of Michigan, CSE, Ann Arbor, MI 48109-2121, USA

## Table of Contents

- Preface

### EDBT PhD Workshop 2024

- Advancements of Randomized Data Structures for Geospatial Data
  Paul Walther
- Benchmarking Tabular Data Synthesis for User Guidance
  Maria F. Davila
- Bridging the Gap Between Data Lakes and RDBMSs: Efficient Query Processing with Parquet
  Alice Rey
- DIANA: A Knowledge-driven Framework for Data-centric AI
  Camilla Sancricca

### 6th International Workshop on Big Mobility Data Analytics (BMDA)

- Path-based Traffic Flow Prediction
  Efstratios Karkanis, Nikos Pelekis, Eva Chondrodima, Yannis Theodoridis
- A Study on ETA Prediction using Machine Learning and Recovered Routes
  Arjanit Arifi, Panagiotis Bouros, Theodoros Chondrogiannis
- Pythia: Distributed Pattern-based Future Location Prediction of Moving Objects
  Panagiotis Tampakis, Nikos Pelekis
- Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects
  Giannis Spiliopoulos, Cesar Ducruet, Leonardo Millefiori, Paolo Braca, Dimitris Zissis
- Using Semantic Trajectories for Spatio-temporal Characterisation of Underwater Noise
  Giulia Rovinelli, Davide Rocchesso, Marta Simeoni, Alessandra Raffaetà
- Measuring the Impact of Road Removal on Vehicular CO2 Emissions
  Simone Baccile, Giuliano Cornacchia, Luca Pappalardo
- The Role of Relocation Policies in Urban Segregation Dynamics
  Giovanni Mauro, Luca Pappalardo
- Barcelona Effect: Studying the Instability of Shortest Paths in Urban Settings
  Giuliano Cornacchia, Mirco Nanni, Francesco Grassi
- XCrowd: A Realistic Crowd Simulation Tool for Efficient Movement Management
  Jan Appel, Andreas Weiler
- Online Integration of Spatial Reasoning in Complex Event Recognition
  Elias Alevizos, Georgios Santipantakis, Christos Doulkeridis, Alexander Artikis
- New Algorithms for the Simplification of Multiple Trajectories Under Bandwidth Constraints
  Gilles Dejaegere, Mahmoud Sakr
- A Shape-Based Map Matching Approach for Geographic Transferability of Discriminative Subtrajectories
  Cristiano Landi, Riccardo Guidotti

### 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP)

- Explainable Anomaly Detection in Renewable Energy Power Plants by Learning
  Carsten Kleiner
- Statistical Modeling vs. Machine Learning for Deduplication of Customer Records
  Witold Andrzejewski, Bartosz Bebel, Pawel Boinski, Justyna Kowalewska, Agnieszka Marszalek, Robert Wrembel
- Building Foundations for Inclusiveness through Expert-Annotated Data
  Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli
- Deep Spatio-Temporal Encoding: Achieving Higher Accuracy by Aligning with External Real-World Data
  Chen Jiang, Wenlu Wang, Jingjing Li, Naiqing Pan, Wei-Shinn Ku
- Extreme Classification of European Union Law Documents Driven by Entity Embeddings
  Irene Benedetto, Luca Cagliero, Francesco Tarasconi
- On the Extraction of Meaningful RNA Interactions from Scientific Publications through LLMs and SPIRES
  Emanuele Cavalleri, Marco Mesiti
- Examining the Impact of Multi-Objective Recommender Systems on Providers Bias
  Reza Shafiloo, Kostas Stefanidis
- DreamShot: Teaching Cinema Shots to Latent Diffusion Models
  Tommaso Massaglia, Bartolomeo Vacchetti, Tania Cerquitelli
- In Time Recommendations through an Associative Classifier and LookBackApriori: a Case Study
  Anna Dalla Vecchia, Niccolò Marastoni, Elisa Quintarelli
- Online Prediction Threshold Optimization Under Semi-deferred Labelling
  Yorick Spenrath, Marwan Hassani, Boudewijn Frans Van Dongen
- MATILDA: Inclusive Data Science Pipelines Design through Computational Creativity
  Genoveva Vargas-Solar, Khalid Belhajjame, Javier-Alfonso Espinosa-Oviedo, Santiago Negrete Yankelevich, José-Luis Zechinelli-Martini
- Diversity in Spatio-textual Data Objects
  Andreas Alamanos, Akrivi Vlachou
- Dataversifying Earth Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life and Earth Sciences
  Genoveva Vargas-Solar, Jérôme Darmont, Alejandro Adorjan, Javier-Alfonso Espinosa-Oviedo, Carmem Hara, Sabine Loudcher, Regina Motz, Martin Musicante, José-Luis Zechinelli-Martini
- Weak Signal Detection for Occupational Safety
  Skander Ghazzai, Daniela Grigori, Raja Rebai
- Optimizing Job/Task Granularity for Metagenomic Workflows in Heterogeneous Cluster Infrastructures
  Somayeh Mohammadi, Latif Pourkarimi, Manuel Zschäbitz, Tristan Aretz, Ninon De Mecquenem, Ulf Leser, Knut Reinert
- TLIMB - A Transfer Learning Framework for IMage Analysis of the Brain
  Marc-Andre Schulz, Jan Philipp Albrecht, Alpay Yilmaz, Alexander Koch, Dagmar Kainmüller, Ulf Leser, Kerstin Ritter

### 6th International Workshop on Health Data Management in the Era of AI (HeDAI)

- Ride-Sharing in Medical Transportations: Dealing with Temporal Requirements
  Giovanni Alberto Beltrame, Carlo Combi, Alessandro Farinelli, Roberto Posenato, Giuseppe Pozzi
- ICARE: the principles of Explainable AI in a Context-aware Recommendation APP
  Anna Dalla Vecchia, Barbara Oliboni, Elisa Quintarelli
- Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection
  Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo

2024-03-16: submitted by Themis Palpanas, metadata incl. bibliographic data published under Creative Commons CC0
2024-03-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|