Workshop Program
DARLI-AP@EDBT-ICDT_2024
Workshop Date: March 25, 2024
Time zone: CET (Central European Time)
Hybrid Event: Join us online
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Session chairs (in-presence): Dr. Genoveva Vargas-Solar, Salvatore Greco
9:00 AM - 9:10 AM - Opening
9:10 AM - 9:50 AM - Keynote speech: " Don’t call me just “Outlier” " by Prof. Luca Cagliero (Politecnico di Torino, Italy)
9:50 AM - 10:30 AM - SESSION I: Research and Application Papers
Explainable Anomaly Detection in Renewable Energy Power Plants by Learning Multidimensional Normality Models
by C. Kleiner
Statistical Modeling vs. Machine Learning for Deduplication of Customer Records
by W. Andrzejewski, B. Bebel, P. Boinski, J. Kowalewska, A. Marszalek and R. Wrembel.
10:30 AM - 11:00 AM - Coffee Break
11:00 AM - 1:00 PM - SESSION II: Research and Application Papers
Building Foundations for Inclusiveness through Expert-Annotated Data
by M. La Quatra, S. Greco, L. Cagliero, M. Tonti, F. Dragotto, R. Raus, S. Cavagnoli and T. Cerquitelli
Deep Spatio-Temporal Encoding: Achieving Higher Accuracy by Aligning with External Real-World Data
by C. Jiang, W. Wang, J. Li, N. Pan and W.-S. Ku.
Extreme Classification of European Union Law Documents driven by Entity Embeddings
by I. Benedetto, L. Cagliero and F. Tarasconi.
On the extraction of meaningful RNA interactions from Scientific Publications through LLMs and SPIRES
by E. Cavalleri and M. Mesiti.
Examining the Impact of Multi-Objective Recommender Systems on Providers Bias
by R. Shafiloo and K. Stefanidis.
DreamShot: Teaching Cinema Shots to Latent Diffusion Models
by T. Massaglia, B. Vacchetti and T. Cerquitelli.
1:00 PM - 2:30 PM - Lunch Break
02:30 PM - 4:00 PM - SESSION III: Research and Application Papers
In time recommendations through an Associative Classifier and LookBackApriori: a case study
by A. Dalla Vecchia, N. Marastoni and E. Quintarelli.
Online Prediction Threshold Optimization Under Semi-deferred Labelling
by Y. Spenrath, M. Hassani and B. Van Dongen.
MATILDA: Inclusive Data Science Pipelines Design through Computational Creativity
by G. Vargas-Solar, S. N. Yankelevich, J. A. Espinosa-Oviedo, K. Belhajjame and J. L. Zechinelli-Martini.
Diversity in spatio-textual data objects
by A. Alamanos and A. Vlachou.
4:00 AM - 4:30 AM - Coffee Break
4:30 PM - 6:00 PM - SESSION III: Research and Application Papers
Dataversifying Earth Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life and Earth Sciences
by G. Vargas-Solar, J. Darmont, J. A. Espinosa-Oviedo, C. Hara, S. Loudcher, R. Motz, A. Adorjan, M. Musicante and J. L. Zechinelli-Martini.
Weak signal detection for occupational safety
by S. Ghazzai, D. Grigori and R. Rebai.
Optimizing Job/Task Granularity for Metagenomic Workflows in Heterogeneous Cluster Infrastructures
by S. Mohammadi, L. Pourkarimi, M. Zschäbitz, T. Aretz, U. Leser, K. Reinert and N. De Mecquenem.
TLIMB - A Transfer Learning Framework for IMage Analysis of the Brain
by M.-A. Schulz, J. P. Albrecht, A. Yilmaz, A. Koch, U. Leser, K. Ritter and D. Kainmüller.
5:50 Pm Closing