EDBT/ICDT-WS 2025
EDBT/ICDT 2025 Workshops

Table of Contents

• Preface
  

EDBT PhD Workshop 2025

• Robust Knowledge Graph Cleaning
  Maximilian K. Egger
• New Data Dependencies for Modeling Data Change
  Nishttha Sharma
• Towards a Neural Database Execution Engine
  Christos Tsapelas
• Integrating Heterogeneous Contextual Data for Enhanced Time Series Analysis
  Saifullah Burero

7th International Workshop on Big Mobility Data Analytics (BMDA)

• Towards Run-Time Adaptation of Complex Event Forecasting
  Manolis Pitsikalis , Elias Alevizos , Nikos Giatrakos , Alexander Artikis
• Hot Spot Analysis for Big Trajectory Data in Road Networks
  Panagiota Keziou , Christos Doulkeridis
• Decision-making in Urban Trajectories of Bike Users: a Preliminary Study
  Merlin Raud , Amnir Hadachi , Rajesh Sharma , Flavio Bertini
• Shared Micro-mobility Demand Forecasting using Gradient Boosting methods
  Antonios Tziorvas , George S. Theodoropoulos , Yannis Theodoridis
• A Scalable Model for Vessel-Generated Underwater Noise: Enhancing Efficiency through Parallelisation
  Giulia Rovinelli , Esteban Zimányi , Marta Simeoni , Davide Rocchesso , Alessandra Raffaetà
• Learning From Trajectory Data With MobiML
  Anita Graser , Melitta Dragaschnig

9th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP)

• Semi-supervised Community Detection in Dynamic Graphs
  Matteo Bianco , Luca Cagliero , Luca Vassio
• Context-Aware AutoML for Accurate Wheat Disease Detection
  Muhammad Uzair , Radwa El Shawi , Stefania Tomasiello
• Automated Machine Learning for Ex-ante Life Cycle Assessment of Barley Production
  Radwa El Shawi , Stefania Tomasiello , Evelin Loit , Ayhan Gökçe , Virmantas Povilaitis , Stefan Shilev
• Dynamic User Preferences Optimization in Time-Aware Recommendations
  Ainaz Ebrahimi , Zheying Zhang , Kostas Stefanidis
• On Three Missing Pieces in the Data Integration Puzzle
  Robert Wrembel
• Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis
  Giuseppe Gallipoli , Luca Cagliero , Alessandro Mosca , Arianna Miola , Daniele Borghi
• Exploring Industrial Application of Replay-Based Continuous Learning in Machine Learning Pipeline
  Fabian Rensing , Lucy Ellen Lwakatare , Jukka K Nurminen
• Towards a Data-Centric Framework for Modelling, Managing and Mining BPM Processes over Pandemic Events
  Alfredo Cuzzocrea , Islam Belmerabet , Carlo Combi , Enrico Franconi , Paolo Terenziani
• Comparing Deep Learning Approaches for Weather Forecasting: Insights from the PRECEDE Project
  Maira Aracne , Tommaso Ruga , Camilla Lops , Deborah Federico , Luciano Caroprese , Ester Zumpano , Sergio Montelpare , Mariano Pierantozzi , Francesco Dattola , Pasquale Laquinta , Miriam Iusi , Raffaele Greco , Marco Talerico , Valentina Coscarella , Luca Legato , Ivana Pellegrino , Sonia Bergamaschi , Mirko Orsini , Riccardo Martoglia , Andrea Livaldi , Abeer Jelali , Simone Sbreglia
• Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
  Qingqing Liu , Gabriele Ciravegna , Alkis Koudounas , Tania Cerquitelli , Elena Baralis
• Generative Adversarial Network-Based Approach to Scientific Time Series Analysis
  Akanksha Vijayvergiya , Alsayed Algergawy
• On Integrating Robotic Data with GIS Tools in a Cloud Environment
  Jean-Paul Kasprzyk , Roland Billen , Sandro Bimonte , Laurent D'Orazio , Dimitris Sacharidis , Piotr Skrzypczyński , Robert Wrembel
• Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto
  Matteo Berta , Amin Mantrach , Tania Cerquitelli
• Epistemic Violence Against Female Artists and Scientists in Latin America on Wikipedia: Unveiling the Imbalance Between Minority and Majority Worlds using Graphs
  Genoveva Vargas-Solar , Alejandra Josiowicz
• Techno/Ecofeminism in Action: Fair and Responsible Resource Allocation for Sustainable Data Science Pipelines
  Genoveva Vargas-Solar , José Luis Zechinelli-Martini , Claudio Agostino Ardagna , Nicola Bena , Nadia Bennani , Barbara Catania , Javier Alfonso Espinosa-Oviedo , Chirine Ghedira Guégan , Andrea Mauri

1st International Workshop on Transforming Graph Data (TGD)

• Legislative Knowledge Management with Property Graphs
  Andrea Colombo , Francesco Invernici , Francesco Cambria
• Flexible RML-Based Mapping of Property Graphs to RDF
  Ali Elhalawati , Anastasia Dimou , Olaf Hartig , Daniel Hernández
• Transforming Time Series into Graphs and Vice Versa with HyGraph
  Mouna Ammar , Shubhangi Agarwal , Angela Bonifati , Erhard Rahm
• Logica-TGD: Transforming Graph Databases Logically
  Evgeny Skvortsov , Yilin Xia , Shawn Bowers , Bertram Ludäscher
• ScaDANN: A Scalable Disk-based Graph Indexing Method for ANN
  Hyein Gu , Min-soo Kim