Tania Cerquitelli

About Tania Cerquitelli

Tania Cerquitelli, With an exceptional h-index of 27 and a recent h-index of 20 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Automated Data Science, Explainable AI, Machine learning, Data management, Big data analytics.

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

DriftLens: A Concept Drift Detection Tool

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

Diversità è cambiamento. Bilancio di genere 2023-Politecnico di Torino

Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines

On the Construction of Numerical Models through a Prime Convolutional Approach

Inclusively: An AI-Based Assistant for Inclusive Writing

LEMMS: Label Estimation of Multi-feature Movie Segments

DreamShot: Teaching Cinema Shots to Latent Diffusion Models

Tania Cerquitelli Information

University

Position

___

Citations(all)

2300

Citations(since 2020)

1398

Cited By

1498

hIndex(all)

27

hIndex(since 2020)

20

i10Index(all)

73

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Tania Cerquitelli Skills & Research Interests

Automated Data Science

Explainable AI

Machine learning

Data management

Big data analytics

Top articles of Tania Cerquitelli

Title

Journal

Author(s)

Publication Date

DriftLens: A Concept Drift Detection Tool

Salvatore Greco

Bartolomeo Vacchetti

Daniele Apiletti

Tania Cerquitelli

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

Diversità è cambiamento. Bilancio di genere 2023-Politecnico di Torino

Tania Cerquitelli

Alessandra Colombelli

Claudia De Giorgi

Luca Falzea

Arianna Montorsi

...

2023

Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines

arXiv e-prints

Genoveva Vargas-Solar

Tania Cerquitelli

Javier A Espinosa-Oviedo

François Cheval

Anthelme Buchaille

...

2023/11

On the Construction of Numerical Models through a Prime Convolutional Approach

Doaa Almhaithawi

Massimo Bertini

Stefano Cuomo

Francesco Panelli

Alessandro Bellini

...

2023

Inclusively: An AI-Based Assistant for Inclusive Writing

Moreno La Quatra

Salvatore Greco

Luca Cagliero

Tania Cerquitelli

2023/9/17

LEMMS: Label Estimation of Multi-feature Movie Segments

Bartolomeo Vacchetti

Dawit Mureja

Tania Cerquitelli

2023

DreamShot: Teaching Cinema Shots to Latent Diffusion Models

Tommaso Massaglia

2023/7/28

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

Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network.

Irene Capodicasa

Tania Cerquitelli

2023

Machine learning empowered computer networks

Tania Cerquitelli

Michela Meo

Marilia Curado

Lea Skorin-Kapov

Eirini Eleni Tsiropoulou

2023/5/3

GINN: Towards Gender InclusioNeural Network

Matteo Berta

Bartolomeo Vacchetti

Tania Cerquitelli

2023/12/15

Data-driven energy demand forecasting for electric vehicle charging infrastructure.

Silvia Meddi

Sara Cavaglion

Tania Cerquitelli

Emanuele Manfredi

Andrea Regalia

...

2023

Explaining deep convolutional models by measuring the influence of interpretable features in image classification

Data Mining and Knowledge Discovery

Francesco Ventura

Salvatore Greco

Daniele Apiletti

Tania Cerquitelli

2023/2/10

Multi-View Latent Diffusion

Giuseppe Di Giacomo

Giulio Franzese

Tania Cerquitelli

Carla Fabiana Chiasserini

Pietro Michiardi

2023/12/15

Physical and mental health of university staff during the Covid-19 pandemic

Alessandra Colombelli

Greta Temporin

Francesco Serraino

Tania Cerquitelli

2022/12/17

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case

Computers in Industry

Danilo Giordano

Flavio Giobergia

Eliana Pastor

Antonio La Macchia

Tania Cerquitelli

...

2022/1/1

Simplifying text mining activities: scalable and self-tuning methodology for topic detection and characterization

Applied Sciences

Evelina Di Corso

Stefano Proto

Bartolomeo Vacchetti

Paolo Bethaz

Tania Cerquitelli

2022/5/19

Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business

Genoveva Vargas-Solar

Tania Cerquitelli

Arianna Montorsi

Stefania Salvai

Maria Teresa Sangineti

...

2022/12/17

Cinematographic shot classification with deep ensemble learning

Electronics

Bartolomeo Vacchetti

Tania Cerquitelli

2022/5/13

See List of Professors in Tania Cerquitelli University(Politecnico di Torino)

Co-Authors

academic-engine