27 items found

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  • TrainingMaterial

    Compressed and Learned Data Structures Seminar

    In this seminar cycle, students are guided in the direct usage of a powerful C++ library implementing many state-of-the-art compressed data structures for big data. Other than...
    • PDF
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    • PDF
      The resource: 'Learned indexes, the ...' is not accessible as guest user. You must login to access it!
    • ZIP
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    • TXT
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  • Dataset

    ISTAT Census zone Tuscany

    This dataset contains the geometry of about 20.000 census sectors and limited demographic information of Tuscany region (Italy).
    • ZIP
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    Experiment

    Private Annotazione semantica di delibere comunali

    Progetto POC per l'uso delle tecniche di text mining su documenti della pubblica amministrazione per migliorare la trasparenza e l’accesso alle informazioni da parte dei...
  • Method

    Carpooling

    Carpooling, i.e., the act where two or more travelers share the same car for a common trip, is one of the possibilities brought forward to reduce traffic and its...
    • PDF
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    • ZIP
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  • Method

    MyWay - Trajectory Prediction

    MyWay is a prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements. MyWay provides three strategies: the...
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    • ZIP
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  • Dataset

    Soccer Events

    This dataset contains data regarding one full season of soccer games. For each player there are locations (positions in pitch) visited and all the events they generated...
    • ZIP
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  • Method

    Matlas - Trajectory Builder

    Trajectory Builder is an Algorithm to reconstruct trajectories from spatio-temporal observation according to specific user constraints.
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    • ZIP
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  • Method

    Mobility Profile

    This algorithm allows to create a mobility profile of the users' mobility. A mobility profile is a set of representative trips selected from the entire set of trips of a user.
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    TrainingMaterial

    Private Jupyter Notebooks

    King’s College London has developed complete stories around Jupyter Notebooks that form easy recipes for reproducible methods in social data science. Jupyter...
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    TrainingMaterial

    Private Efficiency - Effectiveness Trade-offs in Learning to Rank

    This tutorial provides an 'Introduction to Learning to Rank' and focuses on 'Dealing with the Efficiency/Effectiveness trade-off in Web Search'. Moreover, it provides two...
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    TrainingMaterial

    Private Archive Crawling

    Web archives are typically very broad in scope and extremely large in scale. This makes data analysis appear daunting, especially for non-computer scientists. These...
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    TrainingMaterial

    Private Archive Spark

    An Apache Spark framework for easy data processing, extraction as well as derivation for archival collections. Originally developed for the use with Web archives, it has now...
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    TrainingMaterial

    Private Interactive Learning Environments

    King’s College London developed a variety of data science materials based on R and Python. R is a de facto standard in statistical computing and visualisation, while our...
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    TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
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    TrainingMaterial

    Private Data Visualisation and Visual Analytics Module

    This module provides an introduction to the concepts of vision and perception in order to design an effective data visualisation. Moreover, it provides insight into visual...
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    TrainingMaterial

    Private Visual Analytics for Data Scientists

    Participants to this module shall -    Learn the principles and rules underlying the design of visual data representations and human-computer interactions -    Understand,...
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    TrainingMaterial

    Private GATE Course

    The material is the 2017 version of a week-long training course delivered annually by the GATE team. Over almost ten years, this course has been developed to provide basic and...
  • Method

    Estimating Collective Wellbeing

    This method estimates the wellbeing of a country by using an alternative measure to GDP. The proposed measure is the average sophistication of the satisfiable needs of a...
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  • Dataset

    Emergency Tweets 2012 Emilia earthquake

    This dataset contains 3,170 Italian tweets about the earthquakes that stroke the Emilia Romagna regional district in Italy on 20 May 2012 starting from 4 a.m. local time...
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  • Dataset

    GPS Tracks - Milan, Italy - Simulated

    This datataset contains simulated tracks of private cars in Milan. The dataset is generated from a real dataset of people in order to respect some general statistics and...
    • ZIP
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