24 items found

Tags: Web mining

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  • TrainingMaterial

    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

    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

    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

    Data Mining and Machine Learning Module

    The module provides an introduction to base concepts of data mining and knowledge extraction process, introducing analytical models and algorithms for clustering,...
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  • TrainingMaterial

    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...
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  • Access required...

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    Method

    Private Cybersecurity NER BERT-base-cased model

    This method includes a Python script and files of a BERT-base-cased model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that...
  • Method

    Cybersecurity NER RoBERTa-base model

    This method includes a Python script and files of a RoBERTa-base model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that will...
    • JSON
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    • BIN
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    • py
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  • Method

    Cybersecurity NER SecureBERT model

    This method includes a Python script and files of a SecureBERT model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that will be...
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    • JSON
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    • JSON
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    • text/x-python
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  • Access required...

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    Dataset

    Private Cybersecurity NER dataset

    Our dataset is created by merging APTNER and CyNER datasets, containing 13601 sentences, 347779 tokens, and 37684 entities. The split ratio was roughly 70% for training and...
  • Dataset

    Common Crawl Financial News Dataset

    This dataset contains financial articles related to companies in the S&P500 index for the period from September 2016 to February 2020. The articles were extracted from the...
    • CSV
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  • Dataset

    SWH Filenames

    A 69 GB dataset with ~2.3 billion strings representing deduplicated names of source code files collected by Software Heritage, the great library of source code...
    • ZIP
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  • Dataset

    FAIR-SWENG: dataset on gender fairness in software engineering academic lands...

    The dataset contains academic performance metrics of Software Engineers worldwide.
  • 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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  • Method

    GATE Cloud URL Domain Analysis

    Service that takes a list of URLs and assigns to each information on what multiple organisations who analyse the credibility of online content have said about the domain (or...
    • method-engine
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  • Method

    Python library for direct and indirect discrimination prevention in data mining

    This python library implements the discrimination discovery and prevention method proposed in the paper: “A methodology for direct and indirect discrimination prevention in...
    • GitHub
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  • Experiment

    Forecasting the market value of soccer players from soccer-logs and social me...

    This experiments aims to develop a methodology to monitor and predict the market value of professional soccer players given their performance computed from soccer-logs and...
    • PDF
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