Tania Cerquitelli
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
61
Venues
25
Active years
2005–2026
Best venue rank
A*
Where they publish
- BEDBT15 papers
- A*ICDE6 papers
- CADBIS5 papers
- BBigData4 papers
- BCBMS3 papers
- AInterspeech2 papers
- A*ECCV2 papers
- A*KDD2 papers
- ACIKM2 papers
- BCOMPSAC2 papers
- CISPA2 papers
- MulticonferenceSAC2 papers
- BKES2 papers
- AMICCAI1 paper
- CDOLAP1 paper
- UnrankedANT1 paper
- ACaiSE1 paper
- BDSAA1 paper
- BNOMS1 paper
- BSmartComp1 paper
- A*ICDM1 paper
- UnrankedUCC1 paper
- CBIBE1 paper
- CMEDI1 paper
- BTrustCom1 paper
Papers
61 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EDBT | From Human to Scalable Annotation: Teaching LLMs to mimic experts labeling on Economic News Sentiment. | Michele Petrocelli, Andrea Rollin, Matteo Berta, Francesca Zafonte, Simone Monaco, Salvatore Lo Sardo, Daniele Apiletti, Daria Scacciatelli, Tania Cerquitelli |
| 2026 | ICDE | Artificial intelligence and Women's Work: a Review of evidence. | Francesca Zafonte, Tania Cerquitelli |
| 2025 | EDBT | Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto. | Matteo Berta, Amin Mantrach, Tania Cerquitelli |
| 2025 | EDBT | Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses. | Qingqing Liu, Gabriele Ciravegna, Alkis Koudounas, Tania Cerquitelli, Elena Baralis |
| 2025 | Interspeech | MVP: Multi-source Voice Pathology detection. | Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis |
| 2025 | MICCAI | Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation. | Eleonora Poeta, Luisa Vargas, Daniele Falcetta, Vincenzo Marcian, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Maria A. Zuluaga |
| 2024 | ECCV | KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation. | Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza |
| 2024 | EDBT | Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection. | Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo |
| 2024 | EDBT | DriftLens: A Concept Drift Detection Tool. | Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli |
| 2024 | EDBT | DreamShot: Teaching Cinema Shots to Latent Diffusion Models. | Tommaso Massaglia, Bartolomeo Vacchetti, Tania Cerquitelli |
| 2024 | EDBT | Building Foundations for Inclusiveness through Expert-Annotated Data. | Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli |
| 2024 | Interspeech | Voice Disorder Analysis: a Transformer-based Approach. | Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Elena Baralis |
| 2024 | KDD | Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. | Tania Cerquitelli, Amin Mantrach |
| 2024 | KDD | Workshop on Human-Interpretable AI. | Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli |
| 2023 | EDBT | Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network. | Irene Capodicasa, Tania Cerquitelli |
| 2023 | EDBT | Data-driven energy demand forecasting for electric vehicle charging infrastructure. | Silvia Meddi, Sara Cavaglion, Tania Cerquitelli, Emanuele Manfredi, Andrea Regalia, Raffaele Menolascino, Guido Zardo |
| 2022 | CIKM | A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. | Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli |
| 2022 | ECCV | Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences. | Bartolomeo Vacchetti, Tania Cerquitelli |
| 2022 | EDBT | Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology. | Paolo Bethaz, Bartolomeo Vacchetti, Enrica Capitelli, Vladi Massimo Nosenzo, Luca Chiosso, Tania Cerquitelli |
| 2022 | EDBT | Exploring waste-collection fleet data: challenges in a real-world use case. | Simone Monaco, Paolo Bethaz, Daniele Apiletti, Fabrizio Pio Baldini, Carlo Caso, Tania Cerquitelli |
| 2021 | DOLAP | Estimating the job's pending time on a High-Performance Computing cluster through a hierarchical data-driven methodology. | Fabio Carfi, Enrica Capitelli, Vladi Massimo Nosenzo, Tania Cerquitelli |
| 2021 | EDBT | Enhancing the friendliness of data analytics tasks: an automated methodology. | Paolo Bethaz, Tania Cerquitelli |
| 2020 | COMPSAC | DSLE: A Smart Platform for Designing Data Science Competitions. | Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano |
| 2020 | COMPSAC | Cinematographic Shot Classification through Deep Learning. | Bartolomeo Vacchetti, Tania Cerquitelli, Riccardo Antonino |
| 2020 | ICDE | Proactive user engagement via friendly survey and data-driven methodologies. | Paolo Bethaz, Riccardo Call, Tania Cerquitelli, Arianna Montorsi, Claudia De Giorgi |
| 2019 | ADBIS | Towards Automated Visualisation of Scientific Literature. | Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Chiusano |
| 2019 | ANT | Robot fault detection and remaining life estimation for predictive maintenance. | Riccardo Pinto, Tania Cerquitelli |
| 2019 | BigData | PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes. | Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii |
| 2019 | BigData | A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs. | Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii |
| 2019 | CaiSE | A Fog Computing Approach for Predictive Maintenance. | 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 |
| 2019 | EDBT | Exploring energy performance certificates through visualization. | Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini |
| 2018 | ADBIS | Characterizing Air-Quality Data Through Unsupervised Analytics Methods. | Elena Daraio, Evelina Di Corso, Tania Cerquitelli, Silvia Chiusano |
| 2018 | ADBIS | Black-Box Model Explained Through an Assessment of Its Interpretable Features. | Francesco Ventura, Tania Cerquitelli, Francesco Giacalone |
| 2018 | BigData | Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation. | Stefano Proto, Evelina Di Corso, Francesco Ventura, Tania Cerquitelli |
| 2018 | DSAA | Mining Sensor Data for Predictive Maintenance in the Automotive Industry. | Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti |
| 2018 | ISPA | iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0. | Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura |
| 2017 | ADBIS | New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops. | Andreas Behrend, Diego Calvanese, Tania Cerquitelli, Silvia Chiusano, Christiane Engels, Stphane Jean, Natalija Kozmina, Batrice Markhoff, Oscar Romero, Sahar Vahdati |
| 2017 | SAC | Self-tuning techniques for large scale cluster analysis on textual data collections. | Evelina Di Corso, Tania Cerquitelli, Francesco Ventura |
| 2016 | CIKM | Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. | Elena Baralis, Luca Cagliero, Tania Cerquitelli |
| 2016 | EDBT | Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms. | Tania Cerquitelli, Evelina Di Corso |
| 2016 | ICDE | Data mining for better healthcare: A path towards automated data analysis? | Tania Cerquitelli, Elena Baralis, Lia Morra, Silvia Chiusano |
| 2016 | NOMS | SaFe-NeC: A scalable and flexible system for network data characterization. | Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Luca Venturini |
| 2016 | SmartComp | Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. | Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao |
| 2015 | BigData | Energy Signature Analysis: Knowledge at Your Fingertips. | Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti |
| 2015 | CBMS | Predicting Cardiopulmonary Response to Incremental Exercise Test. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Andrea Giordano, Alessandro Mezzani, Davide Susta, Xin Xiao |
| 2015 | EDBT | Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption. | Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti |
| 2015 | ICDE | Monitoring the citizens' perception on urban security in Smart City environments. | Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini |
| 2015 | ICDM | PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. | Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti |
| 2014 | ISPA | Misleading Generalized Itemset Mining in the Cloud. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti |
| 2014 | UCC | NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti |
| 2013 | ADBIS | New Trends in Databases and Information Systems: Contributions from ADBIS 2013. | Yamine At Ameur, Witold Andrzejewski, Ladjel Bellatreche, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Matteo Golfarelli, Giovanna Guerrini, Krzysztof Kaczmarski, Mirko Kmpf, Alfons Kemper, Tobias Lauer, Boris Novikov, Themis Palpanas, Jaroslav Pokorn, Stefano Rizzi, Athena Vakali |
| 2013 | BIBE | Frequent weighted itemset mining from gene expression data. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza |
| 2013 | ICDE | P-Mine: Parallel itemset mining on large datasets. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand |
| 2013 | MEDI | Analysis of Twitter Data Using a Multiple-level Clustering Strategy. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Xin Xiao |
| 2013 | TrustCom | SeaRum: A Cloud-Based Service for Association Rule Mining. | Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo |
| 2011 | KES | An Efficient Itemset Mining Approach for Data Streams. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand, Luigi Grimaudo |
| 2010 | CBMS | Predicting the highest workload in cardiopulmonary test. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta |
| 2010 | SAC | A persistent HY-Tree to efficiently support itemset mining on large datasets. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano |
| 2009 | KES | Context-Aware User and Service Profiling by Means of Generalized Association Rules. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti |
| 2007 | CBMS | SAPhyRA: Stream Analysis for Physiological Risk Assessment. | Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli |
| 2005 | ICDE | Index Support for Frequent Itemset Mining in a Relational DBMS. | Elena Baralis, Tania Cerquitelli, Silvia Chiusano |