Search Results - Longa, Antonio

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  1. 1
    An efficient procedure for mining egocentric temporal motifs

    An efficient procedure for mining egocentric temporal motifs by Longa, Antonio, Cencetti, Giulia, Lepri, Bruno, Passerini, Andrea

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  2. 2
    Generating mobility networks with generative adversarial networks

    Generating mobility networks with generative adversarial networks by Mauro, Giovanni, Luca, Massimiliano, Longa, Antonio, Lepri, Bruno, Pappalardo, Luca

    Published in EPJ data science
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  3. 3
    Patterns in Temporal Networks with Higher-Order Egocentric Structures

    Patterns in Temporal Networks with Higher-Order Egocentric Structures by Arregui-García, Beatriz, Longa, Antonio, Lotito, Quintino Francesco, Meloni, Sandro, Cencetti, Giulia

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  4. 4
    Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets

    Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets by Nguyen, Anna, Longa, Antonio, Luca, Massimiliano, Kaul, Joe, Lopez, Gabriel

    Published in IEEE access
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  5. 5
    Explaining the Explainers in Graph Neural Networks: a Comparative Study

    Explaining the Explainers in Graph Neural Networks: a Comparative Study by Longa, Antonio, Azzolin, Steve, Santin, Gabriele, Cencetti, Giulia, Lio, Pietro, Lepri, Bruno, Passerini, Andrea

    Published in ACM computing surveys
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  6. 6
    A unified active learning framework for annotating graph data for regression tasks

    A unified active learning framework for annotating graph data for regression tasks by Samoaa, Peter, Aronsson, Linus, Longa, Antonio, Leitner, Philipp, Chehreghani, Morteza Haghir

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  7. 7
    A unified active learning framework for annotating graph data for regression task

    A unified active learning framework for annotating graph data for regression task by Samoaa, Hazem Peter, Aronsson, Linus, Longa, Antonio, Leitner, Philipp, Haghir Chehreghani, Morteza

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  8. 8
    Generating Synthetic Mobility Networks with Generative Adversarial Networks

    Generating Synthetic Mobility Networks with Generative Adversarial Networks by Mauro, Giovanni, Luca, Massimiliano, Longa, Antonio, Lepri, Bruno, Pappalardo, Luca

    Published in arXiv.org
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  9. 9
    A Self-Explainable Heterogeneous GNN for Relational Deep Learning

    A Self-Explainable Heterogeneous GNN for Relational Deep Learning by Ferrini, Francesco, Longa, Antonio, Passerini, Andrea, Jaeger, Manfred

    Published in arXiv.org
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  10. 10
    xAI-Drop: Don't Use What You Cannot Explain

    xAI-Drop: Don't Use What You Cannot Explain by Marco De Luca, Vincenzo, Longa, Antonio, Passerini, Andrea, Liò, Pietro

    Published in arXiv.org
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  11. 11
    Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs

    Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs by Azzolin, Steve, Longa, Antonio, Teso, Stefano, Passerini, Andrea

    Published in arXiv.org
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  12. 12
    Putting Context in Context: the Impact of Discussion Structure on Text Classification

    Putting Context in Context: the Impact of Discussion Structure on Text Classification by Penzo, Nicolò, Longa, Antonio, Lepri, Bruno, Tonelli, Sara, Guerini, Marco

    Published in arXiv.org
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  13. 13
    Meta-Path Learning for Multi-relational Graph Neural Networks

    Meta-Path Learning for Multi-relational Graph Neural Networks by Ferrini, Francesco, Longa, Antonio, Passerini, Andrea, Jaeger, Manfred

    Published in arXiv.org
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  14. 14
    Generating fine-grained surrogate temporal networks

    Generating fine-grained surrogate temporal networks by Longa, Antonio, Cencetti, Giulia, Lehmann, Sune, Passerini, Andrea, Lepri, Bruno

    Published in arXiv.org
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  15. 15
    Global Explainability of GNNs via Logic Combination of Learned Concepts

    Global Explainability of GNNs via Logic Combination of Learned Concepts by Azzolin, Steve, Longa, Antonio, Barbiero, Pietro, Liò, Pietro, Passerini, Andrea

    Published in arXiv.org
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  16. 16
    Explaining the Explainers in Graph Neural Networks: a Comparative Study

    Explaining the Explainers in Graph Neural Networks: a Comparative Study by Longa, Antonio, Azzolin, Steve, Santin, Gabriele, Cencetti, Giulia, Liò, Pietro, Lepri, Bruno, Passerini, Andrea

    Published in arXiv.org
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  17. 17
    Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks

    Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks by Samoaa, Peter, Farahani, Mehrdad, Longa, Antonio, Leitner, Philipp, Chehreghani, Morteza Haghir

    Published in arXiv.org
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  18. 18
    Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets

    Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets by Nguyen, Anna, Longa, Antonio, Luca, Massimiliano, Kaul, Joe, Lopez, Gabriel

    Published in arXiv.org
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  19. 19
    Patterns in temporal networks with higher-order egocentric structures

    Patterns in temporal networks with higher-order egocentric structures by Arregui-García, Beatriz, Longa, Antonio, Quintino Francesco Lotito, Meloni, Sandro, Cencetti, Giulia

    Published in arXiv.org
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  20. 20
    A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction

    A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction by Samoaa, Peter, Aronsson, Linus, Longa, Antonio, Leitner, Philipp, Chehreghani, Morteza Haghir

    Published in arXiv.org
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