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