EDBT/ICDT-WS 2021
EDBT/ICDT 2021 Workshops

Table of Contents

• Preface
  

BigVis 2021: 4th International Workshop on Big Data Visual Exploration and Analytics

• BigDataVoyant: Automated Profiling of Large Geospatial Data
  Pantelis Mitropoulos, Kostas Patroumpas, Dimitrios Skoutas, Thodoris Vakkas, Spiros Athanasiou
• Browsing Internet Content in Multiple Dimensions
  Tiger Cross, Riccardo Bovo, Thomas Heinis
• SenseBoard: Sensor Monitoring for Air Quality Experts
  Federica Rollo, Laura Po
• Real-time visualization of profiling metadata upon data insertions
  Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
• Graph Cities: Their Buildings, Waves, and Fragments
  James Abello, Daniel Nakhimovich, Chengguizi Han, Mridul Aanjaneya
• Visual Analysis of Player Interactions in Soccer Games
  Ivona Ivkovic-Kihic, Daniel Seebacher, Manuel Stein, Tobias Schreck, Reinhold Preiner

BMDA 2021: 4th International Workshop on Big Mobility Data Analytics

• Local Anomaly Detection In Maritime Traffic Using Visual Analytics
  Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin
• A Denoising Hybrid Model for Anomaly Detection in Trajectory Sequences
  Maria Liatsikou, Symeon Papadopoulos, Lazaros Apostolidis, Ioannis Kompatsiaris
• Online trajectory analysis with scalable event recognition
  Emmanouil Ntoulias, Elias Alevizos, Alexander Artikis, Athanasios Koumparos
• A tutorial on network-wide multi-horizon traffic forecasting with deep learning
  Giovanni Buroni, Gianluca Bontempi, Karl Determe
• Micro-environment Recognition in the context of Environmental Crowdsensing
  Mohammad Abboud, Hafsa El Hafyani, Jingwei Zuo, Karine Zeitouni, Yehia Taher
• City Indicators for Mobility Data Mining
  Mirco Nanni, Agnese Bonavita, Riccardo Guidotti
• Notebook-based Visual Analysis of Large Tracking Datasets
  Anita Graser
• Multiple aspect trajectories: a case study on fishing vessels in the Northern Adriatic sea
  Giulia Rovinelli, Stan Matwin, Fabio Pranovi, Elisabetta Russo, Claudio Silvestri, Marta Simeoni, Alessandra Raffaetà
• Online Co-movement Pattern Prediction in Mobility Data
  Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis

DARLI-AP 2021: 5th International workshop on Data Analytics solutions for Real-LIfe Applications

• Needle in a haystack queries in cloud data lakes
  Grisha Weintraub, Ehud Gudes, Shlomi Dolev
• Profiling industrial vehicle duties using CAN bus signal segmentation and clustering
  Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti
• Trust-empowered, IoT-driven Legitimate Data Offloading
  Zakaria Maamar, Noura Faci, Fadwa Yahya, Ejub Kajan
• Managing Data in a Big Financial Institution: Conclusions from a R&D Project
  Mariusz Sienkiewicz, Robert Wrembel
• Automating Bronchoconstriction Analysis based on U-Net
  Christian Steinmeyer, Susann Dehmel, David Theidel, Armin Braun, Lena Wiese
• The impact of Auto-Sklearn’s Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size
  Hassan Eldeeb, Oleh Matsuk, Mohamed Maher, Abdelrhman Eldallal, Sherif Sakr
• Double-Step deep learning framework to improve wildfire severity classification
  Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis
• Conversational Question Answering Using a Shift of Context
  Nadine Steinmetz, Bhavya Senthil-Kumar, Kai-Uwe Sattler
• Towards human in the loop based query rewriting for exploring datasets
  Genoveva Vargas-Solar, Mehrdad Farokhnejad, Javier A. Espinosa-Oviedo
• Enhancing the friendliness of data analytics tasks: an automated methodology
  Paolo Bethaz, Tania Cerquitelli
• Emotion and sentiment analysis of tweets using BERT
  Andrea Chiorrini, Claudia Diamantini, Alex Mircoli, Domenico Potena

PIE+Q 2021: 3rd International Workshop on Processing Information Ethically, a plus for data Quality

• Data Wrangling for Fair Classification
  Lacramioara Mazilu, Nikolaos Konstantinou, Norman Paton, Alvaro A. A. Fernandes
• The impact of rewriting on coverage constraint satisfaction
  Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi
• NOAH: Creating Data Integration Pipelines over Continuously Extracted Web Data
  Valerio Cetorelli, Valter Crescenzi, Paolo Merialdo, Roger Voyat
• FAIR-DB: FunctionAl DependencIes to discoveR Data Bias
  Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
• Data Challenges in Disinformation Diffusion Analysis
  Paolo Papotti
• The Many Facets of Data Equity
  H. V. Jagadish, Julia Stoyanovich, Bill Howe

SIMPLIFY 2021: 1st International Workshop on Data Analytics and Machine Learning Made Simple

• What’s Mine is Yours, What’s Yours is Mine: Simplifying Significance Testing With Big Data
  Karan Matnani, Valerie Liptak, George Forman
• Scale-independent Data Analysis with Database-backed Dataframes: a Case Study
  Phanwadee Sinthong, Michael Carey, Yuhan Yao
• Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration
  Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim
• Weighted Load Balancing Mechanisms over Streaming Big Data for Online Machine Learning
  Petros Petrou, Sophia Karagiorgou, Dimitrios Alexandrou
• An Empirical Evaluation of Early Time-Series Classification Algorithms
  Evgenios Kladis, Charilaos Akasiadis, Evangelos Michelioudakis, Elias Alevizos, Alexandros Artikis
• Easy Spark
  Ylaise van den Wildenberg, Wouter W.L. Nuijten, Odysseas Papapetrou
• Storage Management in Smart Data Lake
  Haoqiong Bian, Bikash Chandra, Ioannis Mytilinis, Anastasia Ailamaki
• Simplifying Impact Prediction for Scientific Articles
  Thanasis Vergoulis, Ilias Kanellos, Giorgos Giannopoulos, Theodore Dalamagas
• MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views
  Athina Kyriakou, Iraklis Angelos Klampanos
• Multi-Attribute Similarity Search for Interactive Data Exploration
  Kostas Patroumpas, Alexandros Zeakis, Dimitrios Skoutas, Roberto Santoro
• Simplifying p-value calculation for the unbiased microRNA enrichment analysis, using ML-techniques
  Konstantinos Zagganas, Maria Lioli, Thanasis Vergoulis, Theodore Dalamagas