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T

Tania Cerquitelli

Polytechnic University of Turin

26H-index
239Paper Count
2.3KCitation Count
Published Papers 34
Publication Date
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Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
errARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
IF0
err2026-01-01
err0
PREAI
errPoeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano, Vincenzo; Pastors, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
errShare
errSave
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT III
IF0
err2026-01-01
err0
PREAI
errDe Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli, Tania; Giordano, Danilo
errShare
errSave
V-CEM: Bridging Performance and Intervenability in Concept-Based Models
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I
IF0
err2026-01-01
err0
errOAAI
errDe Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania
errShare
errSave
Prime convolutional model: Breaking the ground for theoretical explainability
errINFORMATION SCIENCES
IF6.8
err2025-10-01
err0
PREAI
errPanelli, Francesco; Almhaithawi, Doaa; Cerquitelli, Tania; Bellini, Alessandro
errShare
errSave
Linearly-interpretable concept embedding models for text analysis
errMachine Learning
IF2.9
err2025-09-04
err0
errOAAI
errFrancesco De Santis; Philippe Bich; Gabriele Ciravegna; Pietro Barbiero; Danilo Giordano; Tania Cerquitelli
errShare
errSave
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2025-06-10
err0
PREAI
errSalvatore Greco; Moreno La Quatra; Luca Cagliero; Tania Cerquitelli
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errSave
Real-time latency prediction for cloud gaming applications
errCOMPUTER NETWORKS
IF4.6
err2025-06-01
err0
PREAI
errMonaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido
errShare
errSave
Advances on data management systems
errenterprise information systems
IF3.4
err2025-01-01
err0
PREAI
errBellatreche, Ladjel; Dumas, Marlon; Karras, Panagiotis; Matulevicius, Raimundas; Chiusano, Silvia; Cerquitelli, Tania; Wrembel, Robert
errShare
errSave
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
errCOMPUTERS IN INDUSTRY
IF9.1
err2022-01-01
err19
PREAI
errGiordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
errShare
errSave
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-11-01
err10
PREAI
errCerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
errShare
errSave
Dissecting a data-driven prognostic pipeline: A powertrain use case
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-10-01
err10
PREAI
errGiordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
errShare
errSave
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-04-01
err23
PREAI
errCerquitelli, Tania; Pagliari, Daniele Jahier; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo
errShare
errSave
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
errINFORMATION SYSTEMS FRONTIERS
IF8.3
err2020-11-28
err9
errOAAI
errChiusano, Silvia; Cerquitelli, Tania; Wrembel, Robert; Quercia, Daniele
errShare
errSave
Editorial special issue on data analytics for engineering, science and society
errCOMPUTING
IF2.8
err2020-04-04
err2
errOAAI
errCerquitelli, Tania; Chiusano, Silvia; Vargas-Solar, Genoveva
errShare
errSave
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
errIEEE ACCESS
IF3.6
err2020-01-01
err16
errOAAI
errProto, Stefano; Di Corso, Evelina; Apiletti, Daniele; Cagliero, Luca; Cerquitelli, Tania; Malnati, Giovanni; Mazzucchi, Davide
errShare
errSave
Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back
errIEEE ACCESS
IF3.6
err2020-01-01
err4
errOAAI
errCerquitelli, Tania; Regalia, Andrea; Manfredi, Emanuele; Conicella, Fabrizio; Bethaz, Paolo; Liore, Elena
errShare
errSave
Optimization of computer aided detection systems: An evolutionary approach
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2018-06-01
err11
errOAAI
errMorra, Lia; Coccia, Nunzia; Cerquitelli, Tania
errShare
errSave
Twitter data laid almost bare: An insightful exploratory analyser
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-12-01
err10
errOAAI
errXiao, Xin; Attanasio, Antonio; Chiusano, Silvia; Cerquitelli, Tania
errShare
errSave
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
errBIG DATA RESEARCH
IF4.2
err2017-12-01
err16
errOAAI
errApiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro
errShare
errSave
Frequent Itemsets Mining for Big Data: A Comparative Analysis
errBIG DATA RESEARCH
IF4.2
err2017-09-01
err32
errOAAI
errApiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Marlon Dumas
H-index: 77 · Papers: 615
M
Marco Mellia
H-index: 48 · Papers: 462
E
Enrico Macii
H-index: 48 · Papers: 835
D
Daniele Quercia
H-index: 43 · Papers: 297
M
Massimo Poncino
H-index: 41 · Papers: 543
View more