36 items found

Organisations: SoBigData Catalogue Groups: sobigdata-eu

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  • Method

    A New Topological Approach for the Prediction of Protein-Protein Interactions

    We propose, Maximum-Proteins-Similarity(Topological)": MPS(T). MPS(T) is a topological three-length path method that scores the potential interaction between proteins by...
  • Experiment

    A comparison of approaches for type-2 diabetes treatment

    This experiment compares the performance of some GNN-based approaches for predicting the therapy recommended to type-2 diabetes patients
  • Experiment

    Prognostic stratification of patients with differentiated thyroid cancer

    Proper risk stratification of patients with differentiated thyroid cancer (DTC) is essential to avoid both unnecessary diagnostic procedures in low-risk patients and clinical...
  • Dataset

    BioTAGME: A comprehensive platform for biological knowledge network analysis

    This Network was built through BioTAGME, a system that combines TAGME, an entity-annotation framework based on Wikipedia corpus with a network-based inference methodology (i.e.,...
  • Dataset

    Wyscout soccer-logs dataset

    A dataset of soccer-logs for all the main soccer leagues in the world, from season 2014/2015 to the current one.
  • Dataset

    Multilevel Monitoring of Activity and Sleep in Healthy people

    Multilevel Monitoring of Activity and Sleep in Healthy people (MMASH) dataset provides 24 hours of continuous beat-to-beat heart data, triaxial accelerometer data, sleep...
  • 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

    A hybrid approach for PPI

    We propose a new framework that can exploit topological and biological information to predict protein-protein interactions. The algorithm relies on the underlying hypothesis...
  • Method

    Gene-specific regularization for COPD partial-correlation estimation

    We introduce a gene-specific regularization factor when computing the Partial Correlation score to make the indeterminate regression feasible. We decided to slightly modify...
  • Method

    EpiCID: A framework for discovering interactions between SNPs

    Epistatic interactions (EIs) of gene loci often determine complex trait phenotypes. EIs may indicate the underlying molecular mechanisms of multifactorial traits and diseases....
  • Dataset

    Mobility index for local quarantines in Chile

    Fighting the COVID-19 pandemic, most countries have implemented non-pharmaceutical interventions like wearing masks, physical distancing, lockdown, and travel restrictions....
    • CSV
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    • xslx
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    • PDF
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  • Experiment

    Minimizing Hitting Time between Disparate Groups with Shortcut Edges

    Experiments on real-world datasets to evaluate the effectiveness of the algorithms proposed in paper...
    • Github
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  • Experiment

    Self-Rated Health Among Italian Immigrants Living in Norway: A Cross-Sectiona...

    Most of the respondents (69%) rated their Health as “good” or “very good”. This figure was not significantly different with the Norwegian population, nor to the Italians...