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Private Modeling shock propagation and resilience in financial temporal networks
The paper proposes a vector autoregressive framework to analytically compute the Impulse Response Function of a network metric conditional to a shock on a node. Moreover, the... -
InCop Test Data Set
The datasets were designed to monitor and predict stress levels among operators in an industrial environment through the use of smartwatches. The structure is hierarchical and...-
ZIP
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ZIP
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Private InCop - Industry 5.0 Collaborative Platform
Industry 5.0 platform with the aim of connecting people, processes, information, and objects in a single, interoperable ecosystem, offering decision support in the creation of... -
Private Illegal Drug Trafficking Classification — Computer Vision Datasets (UC4)
A combination of five publicly available computer vision datasets related to illegal drug detection and classification. The merged dataset includes images of various drug... -
Private SubCat: A Dataset of Subordinate Categories in Human Mind and LLMs for the It...
People can categorize the same entity at multiple taxonomic levels, such as basic (bear), superordinate (animal), and subordinate (grizzly bear). While prior research has... -
Code and data accompanying the paper: Quantifying Privacy Risks in Synthetic ...
This repository contains the code and data for the paper “Quantifying Privacy Risks in Synthetic Data: A Study on Black-Box Membership Inference”. It enables full... -
Private AutoEncoder-based eXplainable Anomaly Detection (AE-XAD)
AE-XAD This repository contains the code of the AE-XAD method (authored by Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina and Simona Nisticò). Dataset Dataset classes are... -
Private AE-SAD
Tensorflow implementation of AE-SAD This repository provides a Tensorflow implementation of the AE-SAD method for (semi-)supervised anomaly detection. Citation and Contact... -
Private Masking Models for Outlier Explanation (M2OE)
$\text{M}^2 \text{OE}$ - Masking Models for Outlier Explanation This repository provides a Python implementation of the Masking Models for Outlier Explanation ($\text{M}^2... -
Private LatentOut
Tensorflow Implementation of LatentOut This repository provides a Tensorflow implementation of the LatentOut framework for anomaly detection. It is an extension of VAEOut, an... -
Private Expression profiling by high throughput sequencing
The dataset contains transcriptomic data of pancreatic islet preparations obtained from 10 type 2 diabetic subjects. The transcriptomic profile of each preparation was... -
Experimenting AspenPlus on the Music dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
Experimenting AspenPlus on the IMDB dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
Experimenting AspenPlus on the Pokémon dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
AspenPlus: ASP-based Implementation for Collective Entity Resolution with Glo...
This is an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the classical relational database setting,... -
Federated Recursive Ridge Regression
Official implementation of the Federated Recursive Ridge Regression (Fed3R) and Only Local Labels (OLL) algorithms proposed in the ICML24 accepted paper "Accelerating... -
Private MVC_Italian_speech_LLD_HLD
Low Level (Shimmer, Loudness, Harmonics-to-Noise Ratio,...) and High Level Descriptors (Functionals for the arithmetic mean and variance, Functionals for the mean and standard... -
Private 12-lead Electrocardiogram (ECG) arrhythmia detection
The dataset is derived from 12-lead ECG recordings from the Physionet 2020 competition and transformed into a structured tabular format with mora than 600 features per... -
Private Reddit Climate Change Debate Network Dataset
This dataset contains pairwise interactions between Reddit users debating climate change on general-purpose subreddits. Each account is enriched with information about the... -
Private Bluesky Social Dataset
The dataset contains the complete pseudonymized post history from Bluesky. Covers 4M users (81% of all registered accounts), totalling 235M posts. We also make available...
