Tania Cerquitelli

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 85

Top Venues

Publications

Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
Workshop on Human-Interpretable AI. KDD (2024)
Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli
Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time. CoRR (2024)
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
Self-supervised Interpretable Concept-based Models for Text Classification. CoRR (2024)
Bartolomeo Vacchetti, Tania Cerquitelli, Vladi Massimo Nosenzo, Enrica Capitelli, Luca Chiosso, Manilo Trocano
JEM: An AI-based engine workflow to predict simulation's execution time on HPC cluster. ICCAD (2024)
Salvatore Greco, Ke Zhou, Licia Capra, Tania Cerquitelli, Daniele Quercia
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. CoRR (2024)
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli
Building Foundations for Inclusiveness through Expert-Annotated Data. EDBT/ICDT Workshops (2024)
Tania Cerquitelli, Amin Mantrach
Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. KDD (2024)
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis
Voice Disorder Analysis: a Transformer-based Approach. CoRR (2024)
Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection. EDBT/ICDT Workshops (2024)
Genoveva Vargas-Solar, Barbara Catania, Ester Zumpano, Kjetil Nørvåg, Silvia Chiusano, Tania Cerquitelli, Robert Wrembel
Guest editorial: Papers selected from European conference on advances in databases and information systems. Comput. Sci. Inf. Syst. 21 (3) (2024)
Tommaso Massaglia, Bartolomeo Vacchetti, Tania Cerquitelli
DreamShot: Teaching Cinema Shots to Latent Diffusion Models. EDBT/ICDT Workshops (2024)
Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli
DriftLens: A Concept Drift Detection Tool. EDBT (2024)
Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data. CoRR (2024)
Tania Cerquitelli, Michela Meo, Marília Curado, Lea Skorin-Kapov, Eirini-Eleni Tsiropoulou
Machine learning empowered computer networks. Comput. Networks 230 (2023)
Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis
Concept-based Explainable Artificial Intelligence: A Survey. CoRR (2023)
Genoveva Vargas-Solar, Tania Cerquitelli, Javier A. Espinosa-Oviedo, François Cheval, Anthelme Buchaille, Luca Polgar
Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines. CoRR (2023)
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli
Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) (2023)
Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
Multi-View Latent Diffusion. BigData (2023)
Irene Capodicasa, Tania Cerquitelli
Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network. EDBT/ICDT Workshops (2023)
Silvia Meddi, Sara Cavaglion, Tania Cerquitelli, Emanuele Manfredi, Andrea Regalia, Raffaele Menolascino, Guido Zardo
Data-driven energy demand forecasting for electric vehicle charging infrastructure. EDBT/ICDT Workshops (2023)
Matteo Berta, Bartolomeo Vacchetti, Tania Cerquitelli
GINN: Towards Gender InclusioNeural Network. BigData (2023)
Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. 134 (2022)
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Simone Monaco, Paolo Bethaz, Daniele Apiletti, Fabrizio Pio Baldini, Carlo Caso, Tania Cerquitelli
Exploring waste-collection fleet data: challenges in a real-world use case. EDBT/ICDT Workshops (2022)
Bartolomeo Vacchetti, Tania Cerquitelli
Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences. ECCV Workshops (4) (2022)
Paolo Bethaz, Bartolomeo Vacchetti, Enrica Capitelli, Vladi Massimo Nosenzo, Luca Chiosso, Tania Cerquitelli
Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology. EDBT/ICDT Workshops (2022)
Genoveva Vargas-Solar, Tania Cerquitelli, Arianna Montorsi, Stefania Salvai, Maria Teresa Sangineti, Jérôme Darmont, Cécile Favre
Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business. Big Data (2022)
Alessandra Colombelli, Greta Temporin, Francesco Serraino, Tania Cerquitelli
Physical and mental health of university staff during the Covid-19 pandemic. Big Data (2022)
Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli
Trusting deep learning natural-language models via local and global explanations. Knowl. Inf. Syst. 64 (7) (2022)
Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. CIKM (2022)
Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus
E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData (2021)
Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Daniele Quercia
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science. Inf. Syst. Frontiers 23 (1) (2021)
Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli
Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features. CoRR (2021)
Tania Cerquitelli, Daniele Jahier Pagliari, Andrea Calimera, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. Proc. IEEE 109 (4) (2021)
Salvatore Greco, Tania Cerquitelli
Drift Lens: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions. ICDM (Workshops) (2021)
Paolo Bethaz, Tania Cerquitelli
Enhancing the friendliness of data analytics tasks: an automated methodology. EDBT/ICDT Workshops (2021)
Paolo Bethaz, Khalid Belhajjame, Genoveva Vargas-Solar, Tania Cerquitelli
DS4ALL: All you need for democratizing data exploration and analysis. IEEE BigData (2021)
Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. 180 (2021)
Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. Expert Syst. Appl. 182 (2021)
Fabio Carfi, Enrica Capitelli, Vladi Massimo Nosenzo, Tania Cerquitelli
Estimating the job's pending time on a High-Performance Computing cluster through a hierarchical data-driven methodology. DOLAP (2021)
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC (2020)
Paolo Bethaz, Riccardo Callà, Tania Cerquitelli, Arianna Montorsi, Claudia De Giorgi
Proactive user engagement via friendly survey and data-driven methodologies. ICDE Workshops (2020)
Bartolomeo Vacchetti, Tania Cerquitelli, Riccardo Antonino
Cinematographic Shot Classification through Deep Learning. COMPSAC (2020)
Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services. IEEE Access 8 (2020)
Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar
Editorial special issue on data analytics for engineering, science and society. Computing 102 (5) (2020)
Tania Cerquitelli, Andrea Regalia, Emanuele Manfredi, Fabrizio Conicella, Paolo Bethaz, Elena Liore
Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back. IEEE Access 8 (2020)
Francesco Ventura, Tania Cerquitelli
What's in the box? Explaining the black-box model through an evaluation of its interpretable features. CoRR (2019)
Riccardo Pinto, Tania Cerquitelli
Robot fault detection and remaining life estimation for predictive maintenance. ANT/EDI40 (2019)
Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Chiusano
Towards Automated Visualisation of Scientific Literature. ADBIS (Short Papers and Workshops) (2019)
Viviana Pinto, Alan Perotti, Tania Cerquitelli
Modeling Urban Traffic Data Through Graph-Based Neural Networks. INNSBDDL (2019)
Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini
Exploring energy performance certificates through visualization. EDBT/ICDT Workshops (2019)
Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
Towards a real-time unsupervised estimation of predictive model degradation. BIRTE (2019)
Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii
A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs. BigData Congress (2019)
Tania Cerquitelli, David Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung
A Fog Computing Approach for Predictive Maintenance. CAiSE Workshops (2019)
Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii
PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes. BigData Congress (2019)
Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
Automating concept-drift detection by self-evaluating predictive model degradation. CoRR (2019)
Francesco Ventura, Tania Cerquitelli, Francesco Giacalone
Black-Box Model Explained Through an Assessment of Its Interpretable Features. ADBIS (Short Papers and Workshops) (2018)
Lia Morra, Nunzia Coccia, Tania Cerquitelli
Optimization of computer aided detection systems: An evolutionary approach. Expert Syst. Appl. 100 (2018)
Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti
Mining Sensor Data for Predictive Maintenance in the Automotive Industry. DSAA (2018)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio
Characterizing unpredictable patterns in Wireless Sensor Network data. Inf. Sci. 467 (2018)
Stefano Proto, Evelina Di Corso, Francesco Ventura, Tania Cerquitelli
Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation. BigData Congress (2018)
Elena Daraio, Evelina Di Corso, Tania Cerquitelli, Silvia Chiusano
Characterizing Air-Quality Data Through Unsupervised Analytics Methods. ADBIS (Short Papers and Workshops) (2018)
Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura
iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Andreas Behrend, Diego Calvanese, Tania Cerquitelli, Silvia Chiusano, Christiane Engels, Stéphane Jean, Natalija Kozmina, Béatrice Markhoff, Oscar Romero, Sahar Vahdati
New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops. ADBIS (Short Papers and Workshops) (2017)
Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano
Data miners' little helper: data transformation activity cues for cluster analysis on document collections. WIMS (2017)
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data. Big Data Res. 10 (2017)
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini
Frequent Itemsets Mining for Big Data: A Comparative Analysis. Big Data Res. 9 (2017)
Evelina Di Corso, Tania Cerquitelli, Marco Savino Piscitelli, Alfonso Capozzoli
Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques. iThings/GreenCom/CPSCom/SmartData (2017)
Evelina Di Corso, Francesco Ventura, Tania Cerquitelli
All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection. IEEE BigData (2017)
Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano
Prompting the data transformation activities for cluster analysis on collections of documents. SEBD (2017)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti
Discovering profitable stocks for intraday trading. Inf. Sci. 405 (2017)
Evelina Di Corso, Tania Cerquitelli, Francesco Ventura
Self-tuning techniques for large scale cluster analysis on textual data collections. SAC (2017)
Xin Xiao, Antonio Attanasio, Silvia Chiusano, Tania Cerquitelli
Twitter data laid almost bare: An insightful exploratory analyser. Expert Syst. Appl. 90 (2017)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Xin Xiao
Predicting critical conditions in bicycle sharing systems. Computing 99 (1) (2017)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao
Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. SMARTCOMP (2016)
Tania Cerquitelli, Elena Baralis, Lia Morra, Silvia Chiusano
Data mining for better healthcare: A path towards automated data analysis? ICDE Workshops (2016)
Tania Cerquitelli, Silvia Chiusano, Xin Xiao
Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario. Expert Syst. Appl. 55 (2016)
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Mohammad Reza Kavoosifar
Analyzing air pollution on the urban environment. MIPRO (2016)
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Danilo Giordano, Marco Mellia, Luca Venturini
SeLINA: A Self-Learning Insightful Network Analyzer. IEEE Trans. Netw. Serv. Manag. 13 (3) (2016)
Tania Cerquitelli, Antonio Servetti, Enrico Masala
Discovering users with similar internet access performance through cluster analysis. Expert Syst. Appl. 64 (2016)
Elena Baralis, Luca Cagliero, Tania Cerquitelli
Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. DSMM@SIGMOD (2016)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
Discovering air quality patterns in urban environments. UbiComp Adjunct (2016)
Antonio Attanasio, Tania Cerquitelli, Silvia Chiusano
Supporting the analysis of urban data through NoSQL technologies. IISA (2016)
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Luca Venturini
SaFe-NeC: A scalable and flexible system for network data characterization. NOMS (2016)
Tania Cerquitelli, Evelina Di Corso
Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms. EDBT/ICDT Workshops (2016)
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
Scalable out-of-core itemset mining. Inf. Sci. 293 (2015)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini
Monitoring the citizens' perception on urban security in Smart City environments. ICDE Workshops (2015)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
Digging deep into weighted patient data through multiple-level patterns. Inf. Sci. 322 (2015)
Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption. EDBT/ICDT Workshops (2015)
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti
PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. ICDM Workshops (2015)
Agnese Chiatti, Zlatan Dragisic, Tania Cerquitelli, Patrick Lambrix
Reducing the search space in ontology alignment using clustering techniques and topic identification. K-CAP (2015)
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Andrea Giordano, Alessandro Mezzani, Davide Susta, Xin Xiao
Predicting Cardiopulmonary Response to Incremental Exercise Test. CBMS (2015)
Dario Antonelli, Elena Baralis, Giulia Bruno, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Naeem Ahmed Mahoto
MeTA: Characterization of Medical Treatments at Different Abstraction Levels. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
Energy Signature Analysis: Knowledge at Your Fingertips. BigData Congress (2015)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
Expressive generalized itemsets. Inf. Sci. 278 (2014)
Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Xin Xiao
A Clustering-Based Approach to Analyse Examinations for Diabetic Patients. ICHI (2014)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
Misleading Generalized Itemset Mining in the Cloud. ISPA (2014)
Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
Misleading Generalized Itemset discovery. Expert Syst. Appl. 41 (4) (2014)
Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
Twitter data analysis by means of Strong Flipping Generalized Itemsets. J. Syst. Softw. 94 (2014)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. UCC (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tania Cerquitelli