242 items found

Organisations: SoBigData Catalogue Groups: sobigdata-it

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  • 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
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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...
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    Application

    Private ThinkEngine

    ThinkEngine is a tool that allows to integrate declarative automated reasoning modules in 3D simulations and videogames in the Unity development engine.
  • Dataset

    Integrating Direct Intracranial Stimulation with the Human Connectome

    Cortical and subcortical direct electrical stimulation (DES) coordinates in MNI space, anonymized patients’ demographic data, and aggregated functional maps for the 12...
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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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    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...
  • 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...
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  • 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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    Experiment

    Private Optimizing Empty Container Repositioning and Fleet Deployment via Configurabl...

    We introduce a novel framework, Configurable SemiPOMDPs, to model this type of problems. Furthermore, we provide a two-stage learning algorithm, “Configure & Conquer”...
  • 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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  • 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

    EMAKG: Enhanced Microsoft Academic Knowledge Graph

    The EMAKG is a large dataset of scientific publications and related entities such as authors, affiliations, venues, and fields of study. Data includes authors' careers and...
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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

    Iperf K8s-based Power and Resource consumption dataset

    The data were collected in a Prometheus-like data format: each entry has a timestamp, a value and key-value labels containing additional information. Metrics were gathered...
    • CSV
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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

    Know your trees dataset

    A set of images of urban trees in Tortona specifically focusing on images of trees, leaves, bark and habits along with general information, taxonomy, and selected biometric...
    • ZIP
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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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    • JSON
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    • ZIP
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    • TXT
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    • text/x-python
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  • 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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    • TXT
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    • JSON
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    • ZIP
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    • JSON
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    • JSON
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    • JSON
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    • JSON
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    • py
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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...
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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...