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    Method

    Private ltlf2asp

    Linear Temporal Logic over Finite Traces (LTLf) is a popular logic to reason about finite sequences of events. In LTLf, the (bounded) satisfiability problem refers to whether...
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    Application

    Private neXSim

    neXSim is a web-based prototype system implementing "implementing a logic based framework for characterising nexus of similarity within knowledge bases", namely expressing in...
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    Method

    Private Multi-Start Optimization Neural Networks

    In this repository, we publish the codes necessary to implement the Multi-Start Optimization Neural Networks (MSO-NNs), presented fin the paper: Automatic...
  • Method

    Graph-Informed Neural Networks

    In this repository, we publish the codes necessary to implement the Graph-Informed Neural Networks (GINNs), presented for the first time in the paper: Graph-Informed Neural...
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    Method

    Private Alternate Training for Multi-Task Neural Networks

    In this repository, we publish the code used to implement the Alternate Training through the Epochs (ATE) procedure for training Multi-Task Neural Networks (MTNN) presented in...
  • Dataset

    Human and mouse gene regulatory networks

    The dataset was built by considering gene expression data related to 6 different organs (liver, lung, brain, skin, bone marrow, heart), obtained by control samples available...
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  • Dataset

    Stroke and sepsi

    The considered stroke dataset (DOI:10.17632/x8ygrw87jw.1, DOI:10.1016/j.artmed.2019.101723) was pre-processed by removing attributes with more than 30% missing values, by...
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  • Dataset

    EUR-Lex MOSTA

    This dataset contains 4176 non-empty official public EU legal judgments that were finalized between 2008 and 2018, categorized in one or more subject matters, that fall within...
    • ZIP
      The resource: 'EUR-Lex MOSTA' is not accessible as guest user. You must login to access it!
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    Dataset

    Private Vegetation of a basin of the Po river Dataset

    We provide two climatological dataset composed by D = 136 (with 1038 samples) and D = 1991 (with 981 samples) continuous climatological features and a scalar target, which...
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    Method

    Private Dynamical Linear Upper Confidence Bound (DynLin-UCB)

    The repository contains the code to run DynLin-UCB (Dynamical Linear Upper Confidence Bound). DynLin-UCB is an optimistic regret-minimization algorithm that can be used to...
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    Dataset

    Private EnviroStream

    This repository contains datasets, queries and a generator for the EnviroStream, a benchmark for Stream Reasoning (SR) systems. SR focuses on applying inference to dynamic...
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    Experiment

    Private Environmental Monitoring of Fluorescence Response

    We study a novel sequential decision-making setting, namely the dissimilarity bandits. At each round, the learner pulls an arm that provides a stochastic d-dimensional...
  • Dataset

    Italian Common Procurement Vocabulary (CPV)

    This dataset contains 5M pairs of Italian tender descriptions and the corresponding Common Procurement Vocabulary (CPV) code. The data are downloaded from the ANAC website...
    • ZIP
      The resource: '10007545' is not accessible as guest user. You must login to access it!
  • Dataset

    dolly-15k-it

    This dataset is obtained by automatically translating the dolly 15k dataset. The dolly-15k dataset is an open-source dataset of instruction-following records generated by...
    • jsonl
      The resource: 'dolly-15k-it' is not accessible as guest user. You must login to access it!
  • Dataset

    EVALITA 2020 HT

    This dataset is obtained by transforming the training and test data of the two EVALITA tasks into an LLM prompt following a template. The tasks involved are AMI2020 (misogyny...
    • ZIP
      The resource: 'EVALITA_2020_bloom_it' is not accessible as guest user. You must login to access it!
  • Experiment

    EnviroStream (Benchmark)

    Stream Reasoning (SR) focuses on developing advanced approaches for applying inference to dynamic data streams; it has become increasingly relevant in various application...
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    Dataset

    Private Battery State of Health in smart grids Dataset

    Smart Grids are the evolution of traditional electric grids and allow two-way flows of electricity and information between different actors. At the edge of this network,...
  • Experiment

    Experimental results from the Empirical Investigation of the Completeness of ...

    This is the raw data from the empirical investigation of the paper “Completeness of Datasets Documentation on ML/AI repositories: an Empirical Investigation”. This work aim of...
    • XLSX
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    • .pdf
      The resource: 'Appendices for the paper: ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Supporting data for "CoVEffect: Interactive System for Mining the Effects of ...

    This repository contains the datasets created and extracted for the paper: Giuseppe Serna García, Ruba Al Khalaf, Francesco Invernici, Stefano Ceri, and Anna Bernasconi. 2022....
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    Dataset

    Private Highway driving simulation

    The SUMO simulator is used to model scenarios with diferent road topologies and traffc intensities, randomizing the fow of vehicles, to ensure the generation of sufciently...