Fausto Giunchiglia

research

∙ 08/24/2023

Lexical Diversity in Kinship Across Languages and Dialects

Languages are known to describe the world in diverse ways. Across lexico...

0 Hadi Khalilia, et al. ∙

research

∙ 07/26/2023

A semantics-driven methodology for high-quality image annotation

Recent work in Machine Learning and Computer Vision has highlighted the ...

0 Fausto Giunchiglia, et al. ∙

research

∙ 07/25/2023

Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice

It is well known that AI-based language technology – large language mode...

0 Paula Helm, et al. ∙

research

∙ 07/25/2023

Towards Bridging the Digital Language Divide

It is a well-known fact that current AI-based language technology – lang...

0 Gábor Bella, et al. ∙

research

∙ 06/14/2023

Adaptation of Student Behavioural Routines during COVID-19: A Multimodal Approach

One population group that had to significantly adapt and change their be...

0 Nicolò A. Girardini, et al. ∙

research

∙ 06/09/2023

Social interactions mediated by the Internet and the Big-Five: a cross-country analysis

This study analyzes the possible relationship between personality traits...

0 andrea-mercado, et al. ∙

research

∙ 05/10/2023

Building Interoperable Electronic Health Records as Purpose-Driven Knowledge Graphs

When building a new application we are increasingly confronted with the ...

0 Simone Bocca, et al. ∙

research

∙ 05/09/2023

Egocentric Hierarchical Visual Semantics

We are interested in aligning how people think about objects and what ma...

0 Luca Erculiani, et al. ∙

research

∙ 04/18/2023

Incremental Image Labeling via Iterative Refinement

Data quality is critical for multimedia tasks, while various types of sy...

0 Fausto Giunchiglia, et al. ∙

research

∙ 04/16/2023

Recognizing Entity Types via Properties

The mainstream approach to the development of ontologies is merging onto...

0 Daqian Shi, et al. ∙

research

∙ 02/27/2023

Towards Ranking Schemas by Focus

The main goal of this paper is to evaluate knowledge base schemas, model...

0 Mattia Fumagalli, et al. ∙

research

∙ 02/16/2023

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

Smartphones enable understanding human behavior with activity recognitio...

0 Karim Assi, et al. ∙

research

∙ 12/13/2022

Aligning Visual and Lexical Semantics

We discuss two kinds of semantics relevant to Computer Vision (CV) syste...

0 Fausto Giunchiglia, et al. ∙

research

∙ 11/06/2022

Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries

Mood inference with mobile sensing data has been studied in ubicomp lite...

0 Lakmal Meegahapola, et al. ∙

research

∙ 09/28/2022

Popularity Driven Data Integration

More and more, with the growing focus on large scale analytics, we are c...

0 Fausto Giunchiglia, et al. ∙

research

∙ 07/13/2022

LiveSchema: A Gateway Towards Learning on Knowledge Graph Schemas

One of the major barriers to the training of algorithms on knowledge gra...

0 Mattia Fumagalli, et al. ∙

research

∙ 07/03/2022

Representation Heterogeneity

Semantic Heterogeneity is conventionally understood as the existence of ...

0 Fausto Giunchiglia, et al. ∙

research

∙ 06/21/2022

A Context Model for Personal Data Streams

We propose a model of the situational context of a person and show how i...

0 Fausto Giunchiglia, et al. ∙

research

∙ 06/15/2022

The SIGMORPHON 2022 Shared Task on Morpheme Segmentation

The SIGMORPHON 2022 shared task on morpheme segmentation challenged syst...

0 Khuyagbaatar Batsuren, et al. ∙

research

∙ 05/31/2022

Concept-level Debugging of Part-Prototype Networks

Part-prototype Networks (ProtoPNets) are concept-based classifiers desig...

0 Andrea Bontempelli, et al. ∙

research

∙ 05/07/2022

UniMorph 4.0: Universal Morphology

The Universal Morphology (UniMorph) project is a collaborative effort pr...

2 Khuyagbaatar Batsuren, et al. ∙

research

∙ 04/11/2022

Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinship

This paper describes a method to enrich lexical resources with content r...

0 Temuulen Khishigsuren, et al. ∙

research

∙ 03/09/2022

Language Diversity: Visible to Humans, Exploitable by Machines

The Universal Knowledge Core (UKC) is a large multilingual lexical datab...

0 Gábor Bella, et al. ∙

research

∙ 02/23/2022

The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations

Diversity-aware platform design is a paradigm that responds to the ethic...

0 Laura Schelenz, et al. ∙

research

∙ 02/17/2022

Visual Ground Truth Construction as Faceted Classification

Recent work in Machine Learning and Computer Vision has provided evidenc...

0 Fausto Giunchiglia, et al. ∙

research

∙ 12/20/2021

Object Recognition as Classification via Visual Properties

We base our work on the teleosemantic modelling of concepts as abilities...

0 Fausto Giunchiglia, et al. ∙

research

∙ 09/23/2021

Toward a Unified Framework for Debugging Gray-box Models

We are concerned with debugging concept-based gray-box models (GBMs). Th...

0 Andrea Bontempelli, et al. ∙

research

∙ 09/19/2021

Property-based Entity Type Graph Matching

We are interested in dealing with the heterogeneity of Knowledge bases (...

0 Fausto Giunchiglia, et al. ∙

research

∙ 08/18/2021

Streaming and Learning the Personal Context

The representation of the personal context is complex and essential to i...

0 Fausto Giunchiglia, et al. ∙

research

∙ 06/07/2021

Interactive Label Cleaning with Example-based Explanations

We tackle sequential learning under label noise in applications where a ...

0 Stefano Teso, et al. ∙

research

∙ 05/19/2021

Stratified Data Integration

We propose a novel approach to the problem of semantic heterogeneity whe...

0 Fausto Giunchiglia, et al. ∙

research

∙ 05/19/2021

Classifying concepts via visual properties

We assume that substances in the world are represented by two types of c...

0 Fausto Giunchiglia, et al. ∙

research

∙ 05/19/2021

iTelos- Building reusable knowledge graphs

It is a fact that, when developing a new application, it is virtually im...

0 Fausto Giunchiglia, et al. ∙

research

∙ 04/26/2021

Towards Visual Semantics

In Visual Semantics we study how humans build mental representations, i....

0 Fausto Giunchiglia, et al. ∙

research

∙ 04/12/2021

Towards Algorithmic Transparency: A Diversity Perspective

As the role of algorithmic systems and processes increases in society, s...

0 Fausto Giunchiglia, et al. ∙

research

∙ 04/03/2021

Topological Regularization for Graph Neural Networks Augmentation

The complexity and non-Euclidean structure of graph data hinder the deve...

0 Rui Song, et al. ∙

research

∙ 03/31/2021

Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains

Mitigating bias in algorithmic systems is a critical issue drawing atten...

0 Kalia Orphanou, et al. ∙

research

∙ 03/27/2021

Human-in-the-loop Handling of Knowledge Drift

We introduce and study knowledge drift (KD), a complex form of drift tha...

0 Andrea Bontempelli, et al. ∙

research

∙ 11/19/2020

Multi-Modal Subjective Context Modelling and Recognition

Applications like personal assistants need to be aware ofthe user's cont...

0 Qiang Shen, et al. ∙

research

∙ 11/02/2020

Learning in the Wild with Incremental Skeptical Gaussian Processes

The ability to learn from human supervision is fundamental for personal ...

0 Andrea Bontempelli, et al. ∙

research

∙ 04/03/2020

Mobile social media usage and academic performance

Among the general population, students are especially sensitive to socia...

0 Fausto Giunchiglia, et al. ∙

research

∙ 12/06/2019

Continual egocentric object recognition

We are interested in the problem of continual object recognition in a se...

0 Luca Erculiani, et al. ∙

research

∙ 11/22/2016

Compositional Learning of Relation Path Embedding for Knowledge Base Completion

Large-scale knowledge bases have currently reached impressive sizes; how...

0 Xixun Lin, et al. ∙

Fausto Giunchiglia

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