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ORCID24th EDBT / 24th ICDT 2021: Nicosia, Cyprus - Workshops
- Constantinos Costa
, Evaggelia Pitoura:
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, Nicosia, Cyprus, March 23, 2021. CEUR Workshop Proceedings 2841, CEUR-WS.org 2021
BigVis 2021: 4th International Workshop on Big Data Visual Exploration and Analytics
- Pantelis Mitropoulos, Kostas Patroumpas, Dimitrios Skoutas, Thodoris Vakkas, Spiros Athanasiou:
BigDataVoyant: Automated Profiling of Large Geospatial Data. - Tiger Cross, Riccardo Bovo, Thomas Heinis:
Browsing Internet Content in Multiple Dimensions. - Federica Rollo, Laura Po:
SenseBoard: Sensor Monitoring for Air Quality Experts. - Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Real-time visualization of profiling metadata upon data insertions. - James Abello, Daniel Nakhimovich, Chengguizi Han, Mridul Aanjaneya:
Graph Cities: Their Buildings, Waves, and Fragments. - Ivona Ivkovic-Kihic, Daniel Seebacher, Manuel Stein, Tobias Schreck, Reinhold Preiner:
Visual Analysis of Player Interactions in Soccer Games.
BMDA 2021: 4th International Workshop on Big Mobility Data Analytics
- Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin:
Local Anomaly Detection In Maritime Traffic Using Visual Analytics. - Maria Liatsikou, Symeon Papadopoulos, Lazaros Apostolidis, Ioannis Kompatsiaris:
A Denoising Hybrid Model for Anomaly Detection in Trajectory Sequences. - Emmanouil Ntoulias, Elias Alevizos, Alexander Artikis, Athanasios Koumparos:
Online trajectory analysis with scalable event recognition. - Giovanni Buroni, Gianluca Bontempi, Karl Determe:
A tutorial on network-wide multi-horizon traffic forecasting with deep learning. - Mohammad Abboud, Hafsa El Hafyani, Jingwei Zuo, Karine Zeitouni, Yehia Taher:
Micro-environment Recognition in the context of Environmental Crowdsensing. - Mirco Nanni, Agnese Bonavita, Riccardo Guidotti:
City Indicators for Mobility Data Mining. - Anita Graser:
Notebook-based Visual Analysis of Large Tracking Datasets. - Giulia Rovinelli, Stan Matwin, Fabio Pranovi, Elisabetta Russo, Claudio Silvestri, Marta Simeoni, Alessandra Raffaetà:
Multiple aspect trajectories: a case study on fishing vessels in the Northern Adriatic sea. - Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis:
Online Co-movement Pattern Prediction in Mobility Data.
DARLI-AP 2021: 5th International workshop on Data Analytics solutions for Real-LIfe Applications
- Grisha Weintraub, Ehud Gudes, Shlomi Dolev:
Needle in a haystack queries in cloud data lakes. - Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti:
Profiling industrial vehicle duties using CAN bus signal segmentation and clustering. - Zakaria Maamar, Noura Faci, Fadwa Yahya, Ejub Kajan:
Trust-empowered, IoT-driven Legitimate Data Offloading. - Mariusz Sienkiewicz, Robert Wrembel:
Managing Data in a Big Financial Institution: Conclusions from a R&D Project. - Christian Steinmeyer, Susann Dehmel, David Theidel, Armin Braun, Lena Wiese:
Automating Bronchoconstriction Analysis based on U-Net. - Hassan Eldeeb, Oleh Matsuk, Mohamed Maher, Abdelrhman Eldallal, Sherif Sakr:
The impact of Auto-Sklearn's Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size. - Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis:
Double-Step deep learning framework to improve wildfire severity classification. - Nadine Steinmetz, Bhavya Senthil-Kumar, Kai-Uwe Sattler:
Conversational Question Answering Using a Shift of Context. - Genoveva Vargas-Solar, Mehrdad Farokhnejad, Javier-Alfonso Espinosa-Oviedo:
Towards human in the loop based query rewriting for exploring datasets. - Paolo Bethaz, Tania Cerquitelli:
Enhancing the friendliness of data analytics tasks: an automated methodology. - Andrea Chiorrini, Claudia Diamantini, Alex Mircoli, Domenico Potena:
Emotion and sentiment analysis of tweets using BERT.
PIE+Q 2021: 3rd International Workshop on Processing Information Ethically, a plus for data Quality
- Lacramioara Mazilu, Nikolaos Konstantinou, Norman W. Paton, Alvaro A. A. Fernandes:
Data Wrangling for Fair Classification. - Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi:
The impact of rewriting on coverage constraint satisfaction. - Valerio Cetorelli, Valter Crescenzi, Paolo Merialdo, Roger Voyat:
NOAH: Creating Data Integration Pipelines over Continuously Extracted Web Data. - Fabio Azzalini, Chiara Criscuolo, Letizia Tanca:
FAIR-DB: FunctionAl DependencIes to discoveR Data Bias. - Paolo Papotti:
Data Challenges in Disinformation Diffusion Analysis. - H. V. Jagadish, Julia Stoyanovich, Bill Howe:
The Many Facets of Data Equity.
SIMPLIFY 2021: 1st International Workshop on Data Analytics and Machine Learning Made Simple
- Karan Matnani, Valerie Liptak, George Forman:
What's Mine is Yours, What's Yours is Mine: Simplifying Significance Testing With Big Data. - Phanwadee Sinthong, Michael J. Carey, Yuhan Yao:
Scale-independent Data Analysis with Database-backed Dataframes: a Case Study. - Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim:
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. - Petros Petrou, Sophia Karagiorgou, Dimitrios Alexandrou:
Weighted Load Balancing Mechanisms over Streaming Big Data for Online Machine Learning. - Evgenios Kladis, Charilaos Akasiadis, Evangelos Michelioudakis, Elias Alevizos, Alexandros Artikis:
An Empirical Evaluation of Early Time-Series Classification Algorithms. - Ylaise van den Wildenberg, Wouter W. L. Nuijten, Odysseas Papapetrou:
Easy Spark. - Haoqiong Bian, Bikash Chandra, Ioannis Mytilinis, Anastasia Ailamaki:
Storage Management in Smart Data Lake. - Thanasis Vergoulis, Ilias Kanellos, Giorgos Giannopoulos, Theodore Dalamagas:
Simplifying Impact Prediction for Scientific Articles. - Athina Kyriakou, Iraklis Angelos Klampanos:
MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views. - Kostas Patroumpas, Alexandros Zeakis, Dimitrios Skoutas, Roberto Santoro:
Multi-Attribute Similarity Search for Interactive Data Exploration. - Konstantinos Zagganas, Maria Lioli, Thanasis Vergoulis, Theodore Dalamagas:
Simplifying p-value calculation for the unbiased microRNAenrichment analysis, using ML-techniques.
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