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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 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... -
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 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... -
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... -
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,... -
RIMA
RIMA (Rapping in Italy: Music and Artists) is a structured dataset that includes information and features related to the songs of 104 Italian rap artists, both male and...-
ZIP
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ZIP
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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 InCoP
The general objectives of the project are aim to: 1. Develop an innovative platform for Industry 5.0: using the framework developed in WP9.3, the aim is to create a versatile... -
Private HAITI
The project constitutes one of the Use Cases developed as part of the FAIR project. The HAITI project, Human-centered Advanced Industrial Training Intelligence, aims to... -
AI for Industry 5.0
This is a Use Case developed in the context of the FAIR project. The overall objective of the project is to create a collaborative ecosystem to support a manufacturing... -
Private Toward eXplainabile Data-Driven Control (XDDC): The Property-Preserving Frame...
As Artificial Intelligence (AI) techniques continue to advance, the need for explainability becomes increasingly crucial, especially in sensitive or safety-critical domains.... -
Private Meta-learning for model-reference data-driven control
One-shot direct model-reference control design techniques, like the Virtual Reference Feedback Tuning (VRFT) approach, offer time-saving solutions for calibrating... -
Private An Inverse Learning Paradigm for Controller Tuning Rules
A sim2real approach for data-driven controller tuning, utilizing a digital twin to generate input-output data and suitable controllers around nominal parameter values. It is a... -
Twitter dataset during COVID-19 pandemic
IDs of tweets collected from Twitter spanning across 7 years, from 2016-03-01 to 2022-03-01. The tweets are used to derive interactions between users and, therefore, their... -
CPG: Constrained Policy Gradient
CPG is a reinforcement learning algorithm thought for solving continuous control problems with user defined or structural constraints. CPG has two versions, C-PGPE and C-PGAE,... -
Best Arm Identification for Stochastic Rising Bandits
We propose two algorithms, R-UCBE and R-SR, performing best arm identification in the stochastic rising bandit setting, thought for modeling the combined algorithm selection... -
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... -
Private DNAtools
Differential network analysis (DINA) is dedicatedto exploring these rewirings within gene and protein networks. The dataset contain Differential networks generated by using...
