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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... -
Private Origin and destination attachment from Twitter
The cultural integration of immigrants conditions their overall socio-economic integration as well as natives' attitudes towards globalisation in general and immigration in... -
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... -
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... -
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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CSV
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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... -
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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ZIP
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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...-
JSON
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TXT
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BIN
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JSON
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ZIP
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ZIP
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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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JSON
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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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BIN
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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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ZIP
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py
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JSON
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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... -
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... -
y/Politics 1k
Social simulation data generated using Y Social focused on political-related topics. Y Social is a Digital Twin of an online social media platform that allows researchers to...-
ZIP
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ZIP
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Private Word-in-Context task for Italian
The general goal of the WiC-ITA task is to establish whether a word w occurring in two different sentences, s_1 and s_2, has the same meaning or not. In particular, our task... -
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... -
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... -
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... -
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... -
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... -
Online Learning of Order Flow and Market Impact (OLOFMI)
This library performs regime detection in the aggregated order flow time-series and market impact analysis. The required input file is in the format of the message file of the... -
Score-Driven Bayesian Online Change Point Detection (SD-BOCPD)
This code deals with Bayesian online detection in univariate time-series of changepoints, i.e. abrupt variations in the generative parameters of a data, and regimes, i.e....
