Elena Baralis

About Elena Baralis

Elena Baralis, With an exceptional h-index of 36 and a recent h-index of 23 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of database systems, data mining, data warehousing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings

Prioritizing data acquisition for end-to-end speech model improvement

Towards comprehensive subgroup performance analysis in speech models

Publisher Correction: Social and economic variables explain COVID-19 diffusion in European regions

Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection-Vision paper

Leveraging confidence models for identifying challenging data subgroups in speech models

Exploring subgroup performance in end-to-end speech models

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning

Elena Baralis Information

University

Position

Full Professor Computer engineering Italy

Citations(all)

5209

Citations(since 2020)

1908

Cited By

4087

hIndex(all)

36

hIndex(since 2020)

23

i10Index(all)

113

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Elena Baralis Skills & Research Interests

database systems

data mining

data warehousing

Top articles of Elena Baralis

Title

Journal

Author(s)

Publication Date

Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings

Giuseppe Concialdi

Alkis Koudounas

Eliana Pastor

Barbara Di Eugenio

Elena Baralis

2024/4/14

Prioritizing data acquisition for end-to-end speech model improvement

Alkis Koudounas

Eliana Pastor

Giuseppe Attanasio

Luca de Alfaro

Elena Baralis

2024/4/14

Towards comprehensive subgroup performance analysis in speech models

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Alkis Koudounas

Eliana Pastor

Giuseppe Attanasio

Vittorio Mazzia

Manuel Giollo

...

2024/2/9

Publisher Correction: Social and economic variables explain COVID-19 diffusion in European regions

Scientific Reports

Christian Cancedda

Alessio Cappellato

Luigi Maninchedda

Leonardo Meacci

Sofia Peracchi

...

2024

Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection-Vision paper

Gabriele Ciravegna

Alkis Koudounas

Marco Fantini

Tania Cerquitelli

Elena Baralis

...

2024

Leveraging confidence models for identifying challenging data subgroups in speech models

Alkis Koudounas

Eliana Pastor

Vittorio Mazzia

Manuel Giollo

Thomas Gueudre

...

2024

Exploring subgroup performance in end-to-end speech models

Alkis Koudounas

Eliana Pastor

Giuseppe Attanasio

Vittorio Mazzia

Manuel Giollo

...

2023/6/4

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning

Flavio Giobergia

Alkis Koudounas

Elena Baralis

2023/10/18

Concept-based explainable artificial intelligence: A survey

arXiv preprint arXiv:2312.12936

Eleonora Poeta

Gabriele Ciravegna

Eliana Pastor

Tania Cerquitelli

Elena Baralis

2023/12/20

A Hierarchical Approach to Anomalous Subgroup Discovery

Eliana Pastor

Elena Baralis

Luca de Alfaro

2023/4/3

Machine Learning and Knowledge Discovery in Databases: Research Track: European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part V

Yasemin Altun

Kamalika Das

Taneli Mielikäinen

Donato Malerba

Jerzy Stefanowski

...

2017/12/29

Late Fusion-based Distributed Multimodal Learning

Flavio Giobergia

Elena Baralis

2023/12/15

Preface of the 31st Italian Symposium on Advanced Database Systems

CEUR Workshop Proceedings

Diego Calvanese

Nicola Ferro

Claudia Diamantini

Gianmaria Silvello

Stefano Marchesin

...

2023

Explaining speech classification models via word-level audio segments and paralinguistic features

arXiv preprint arXiv:2309.07733

Eliana Pastor

Alkis Koudounas

Giuseppe Attanasio

Dirk Hovy

Elena Baralis

2023/9/14

On Computing Paradigms-Where Will Large Language Models Be Going

Xindong Wu

Xingquan Zhu

Elena Baralis

Ruqian Lu

Vipin Kumar

...

2023/12/1

baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy

Alkis Koudounas

Flavio Giobergia

Irene Benedetto

Simone Monaco

Luca Cagliero

...

2023

PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction

Irene Benedetto

Alkis Koudounas

Lorenzo Vaiani

Eliana Pastor

Elena Baralis

...

2023/7

A Systematic Mapping Study of Italian Research on Workflows

Marco Aldinucci

Elena Maria Baralis

Valeria Cardellini

Iacopo Colonnelli

Marco Danelutto

...

2023/11/12

Italic: An italian intent classification dataset

arXiv preprint arXiv:2306.08502

Alkis Koudounas

Moreno La Quatra

Lorenzo Vaiani

Luca Colomba

Giuseppe Attanasio

...

2023/6/14

Bad Exoplanet! Explaining Degraded Performance when Reconstructing Exoplanets Atmospheric Parameters

Alkis Koudounas

Flavio Giobergia

Elena Baralis

2023/10/28

See List of Professors in Elena Baralis University(Politecnico di Torino)

Co-Authors

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