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  • ConferencePaper

    Dynamics of Scientific Collaboration Networks Due to Academic Migrations

    Academic migration is the change of host institution by a researcher, typically aimed at achieving a stronger research profile. Scientific features such as the number of...
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  • TrainingMaterial

    Introduction to Data Curation

    This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...
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  • TrainingMaterial

    Medical Device Regulation and Digital Health: Problems and Perspectives

    This webinar, which took place on 15 February 2021, was aimed at exploring the issue of Medical Device Regulation and Digital Heath. The webinar hosted five speakers: Professor...
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  • JournalArticle

    Attention dynamics on the Chinese social media Sina Weibo during the COVID-19...

    COVID-19 was first detected in Hubei province of China and has had severe impact on the life in the country since then. We investigate how this epidemic has influenced...
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  • JournalArticle

    Human migration the big data perspective

    How can big data help to understand the migration phenomenon? In this paper, we try to answer this question through an analysis of various phases of migration, comparing...
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  • TrainingMaterial

    Visual Media Analysis with Computer Vision

    This unit is on how to perform visual media analysis with computer vision. The unit includes: - a video tutorial describing the computer vision network approach - a video...
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  • TrainingMaterial

    Visual Media Analysis: A Research Toolkit

    A collection of resources and materials to perform visual media analysis, organised into three units: - Visual Media Analysis for Online Discourses: provides conceptual and...
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  • TrainingMaterial

    Visual Media Analysis for Online Discourses

    This unit provides conceptual and practical resources for the visual media analysis of online discourses and the study of visual social media platforms, such as Instagram. The...
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  • ConferencePaper

    Democratizing Quality-Based Machine Learning Development through Extended Fea...

    ML systems have become an essential tool for experts of many domains, data scientists and researchers, allowing them to find answers to many complex business questions...
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  • TrainingMaterial

    Visual Media Analysis for Meme Collections

    This unit provides conceptual and practical resources for conceptualising and analysing meme collections. The unit includes: - a conceptual article explaining how studying...
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  • JournalArticle

    Algorithmic Decision Making Based on ML from Big Data. Can Transparency Resto...

    Decision-making assisted by algorithms developed by machine learning is increasingly determining our lives. Unfortunately, full opacity about the process is the norm. Would...
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  • ConferencePaper

    Explaining Any Time Series Classifier

    We present a method to explain the decisions of black box models for time series classification. The explanation consists of factual and counterfactual shapelet-based rules...
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  • JournalArticle

    The limits of differential privacy and its misuse in data release and machine...

    Differential privacy (DP) is a neat privacy definition that can co-exist with certain well-defined data uses in the context of interactive queries. However, DP is neither a...
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  • TrainingMaterial

    Automated Methods of Urban Green Analysis

    The seminar aims at providing a preliminary definition of the state-of-the-art upon automatic methods for systematized urban green data collection. The talk focuses on the...
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  • ConferencePaper

    Private traits and attributes are predictable from digital records of human b...

    We show that easily accessible digital records of behavior, Facebook Likes, can be used to automatically and accurately predict a range of highly sensitive personal attributes...
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  • JournalArticle

    SoBigData and the transformation of the city

    The exponential increase in the availability of large-scale mobility data has fueled the vision of smart cities that will transform our lives. The truth is that we have just...
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  • ConferencePaper

    Beyond Distributive Fairness in Algorithmic Decision Making

    Beyond Distributive Fairness in Algorithmic Decision Making Feature Selection for Procedurally Fair Learning With widespread use of machine learning methods in numerous...
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  • ConferencePaper

    Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exem...

    We present xspells, a model-agnostic local approach for explaining the decisions of a black box model for sentiment classification of short texts. The explanations provided...
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  • ConferencePaper

    Automatic pass annotation from soccer VideoStreams based on object detection ...

    Soccer analytics is attracting increasing interest in academia and industry, thanks to the availability of data that describe all the spatio-temporal events that occur in each...
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  • JournalArticle

    Comparing Topic-Aware Neural Networks for Bias Detection of News

    The commercial pressure on media has increasingly dominated the institutional rules of news media, and consequently, more and more sensational and dramatized frames and biases...
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