EDBT/ICDT-WS 2024
EDBT/ICDT 2024 Workshops

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