192 items found

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  • Method

    The ProASP System

    ProASP stands as the first compilation-based ASP solver specifically designed to efficiently evaluate ASP programs. Its evaluation techniques address the well-known grounding...
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    Method

    Private neuroAnDetect

    Semi-supervised approach to anomaly detection for neuro-imaging. The method generates segmentation of abnormal tissues that can be used to support medical reporting. The...
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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...
  • 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...
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    • BIN
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    • py
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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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    • BIN
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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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    • text/x-python
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  • Method

    Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual featu...

    Neuro-symbolic integration aims at harnessing the power of symbolic knowledge representation combined with the learning capabilities of deep neural networks. In particular,...
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  • Method

    A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task P...

    Human comprehension of a video stream is naturally broad: in a few instants, we are able to understand what is happening, the relevance and relationship of objects, and...
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  • Method

    PEM: Prototype-based Efficient MaskFormer for Image Segmentation

    Prototype-based Efficient MaskFormer (PEM) is an efficient transformer-based architecture that can operate in multiple segmentation tasks. PEM proposes a novel prototype-based...
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  • Method

    Bringing Online Egocentric Action Recognition into the wild

    To enable a safe and effective human-robot cooperation, it is crucial to develop models for the identification of human activities. Egocentric vision seems to be a viable...
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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 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...
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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...
  • Method

    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...
  • Method

    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....
  • Method

    Privlib

    Privlib is a Python software package to manage privacy risk and discrimination in tabular and sequential data. It comprises methods to assess privacy risk (PRUDEnce) and...
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  • Method

    Debiaser for Multiple Variables (DEMV)

    DEMV is a Debiaser for Multiple Variables that aims to increase Fairness in any given dataset, both binary and categorical, with one or more sensitive variables, while keeping...
    • ipynb
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  • Method

    Reducing radicalizism in social networks by feeds prioritization - Rebalancin...

    Code and description of the methodology of the paper "Rebalancing Social Feed to Minimize Polarization and Disagreement" funded by SoBigData ++
  • Method

    Gene-specific regularization for COPD partial-correlation estimation

    We introduce a gene-specific regularization factor when computing the Partial Correlation score to make the indeterminate regression feasible. We decided to slightly modify...
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