Tania Cerquitelli

178 papers A* 3A 4B 15C 5Misc 3Journal 69Unranked 69

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics. EVALITA Matteo Berta, Tania Cerquitelli
2026	—	`conf`	From Human to Scalable Annotation: Teaching LLMs to mimic experts labeling on Economic News Sentiment. EDBT/ICDT Workshops Michele Petrocelli, Andrea Rollin, Matteo Berta, Francesca Zafonte, Simone Monaco, Salvatore Lo Sardo, Daniele Apiletti, Daria Scacciatelli, Tania Cerquitelli
2026	J	`jnl`	Prime convolutional model: Breaking the ground for theoretical explainability. Inf. Sci. Francesco Panelli, Doaa Almhaithawi, Tania Cerquitelli, Alessandro Bellini
2025	J	`jnl`	A Concept-based approach to Voice Disorder Detection. CoRR Davide Ghia, Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli
2025	J	`jnl`	Advances on data management systems. Inf. Syst. Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevicius, Silvia Chiusano, Tania Cerquitelli, Robert Wrembel
2025	—	`conf`	Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation. Deep-Breath@MICCAI Eleonora Poeta, Luisa Vargas, Daniele Falcetta, Vincenzo Marcianó, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Maria A. Zuluaga
2025	—	`conf`	Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto. EDBT/ICDT Workshops Matteo Berta, Amin Mantrach, Tania Cerquitelli
2025	—	`conf`	HydroChronos: Forecasting Decades of Surface Water Change. SIGSPATIAL/GIS Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025	J	`jnl`	HydroChronos: Forecasting Decades of Surface Water Change. CoRR Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025	J	`jnl`	Investigating the Potential of Latent Space for the Classification of Paint Defects. J. Imaging Doaa Almhaithawi, Alessandro Bellini, Georgios C. Chasparis, Tania Cerquitelli
2025	J	`jnl`	Linearly-interpretable concept embedding models for text analysis. Mach. Learn. Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025	A	`conf`	MVP: Multi-source Voice Pathology detection. INTERSPEECH Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025	J	`jnl`	MVP: Multi-source Voice Pathology detection. CoRR Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025	—	`conf`	Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses. EDBT/ICDT Workshops Qingqing Liu, Gabriele Ciravegna, Alkis Koudounas, Tania Cerquitelli, Elena Baralis
2025	J	`jnl`	Prime Convolutional Model: Breaking the Ground for Theoretical Explainability. CoRR Francesco Panelli, Doaa Almhaithawi, Tania Cerquitelli, Alessandro Bellini
2025	J	`jnl`	Quantify production planning efficiency through predictive modeling in manufacturing systems. Comput. Ind. Eng. Simone Monaco, Daniele Apiletti, Andrea Francica, Tania Cerquitelli
2025	J	`jnl`	Real-time latency prediction for cloud gaming applications. Comput. Networks Doriana Monaco, Alessio Sacco, Daniele Spina, Francesco Strada, Andrea Bottino, Tania Cerquitelli, Guido Marchetto
2025	J	`jnl`	Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications. ACM Trans. Intell. Syst. Technol. Salvatore Greco, Moreno La Quatra, Luca Cagliero, Tania Cerquitelli
2025	—	`conf`	Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models. ECML/PKDD (3) Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano
2025	J	`jnl`	Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models. CoRR Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025	J	`jnl`	Unsupervised Concept Drift Detection From Deep Learning Representations in Real-Time. IEEE Trans. Knowl. Data Eng. Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli
2025	—	`conf`	V-CEM: Bridging Performance and Intervenability in Concept-Based Models. xAI (1) Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2025	J	`jnl`	V-CEM: Bridging Performance and Intervenability in Concept-based Models. CoRR Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2024	J	`jnl`	A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data. CoRR Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2024	—	`conf`	Building Foundations for Inclusiveness through Expert-Annotated Data. EDBT/ICDT Workshops Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli
2024	B	`conf`	Decoding Narratives: Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines. IEEE Big Data Matteo Berta, Salvatore Greco, Giuseppe Tipaldo, Tania Cerquitelli
2024	—	`conf`	DiMViDA: Diffusion-Based Multi-View Data Augmentation. CAMAD Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
2024	—	`conf`	DreamShot: Teaching Cinema Shots to Latent Diffusion Models. EDBT/ICDT Workshops Tommaso Massaglia, Bartolomeo Vacchetti, Tania Cerquitelli
2024	B	`conf`	DriftLens: A Concept Drift Detection Tool. EDBT Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli
2024	J	`jnl`	Edge-device Collaborative Computing for Multi-view Classification. CoRR Marco Palena, Tania Cerquitelli, Carla-Fabiana Chiasserini
2024	J	`jnl`	Edge-device collaborative computing for multi-view classification. Comput. Networks Marco Palena, Tania Cerquitelli, Carla-Fabiana Chiasserini
2024	A*	`conf`	Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. KDD Tania Cerquitelli, Amin Mantrach
2024	J	`jnl`	Explaining deep convolutional models by measuring the influence of interpretable features in image classification. Data Min. Knowl. Discov. Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli
2024	J	`jnl`	Guest editorial: Papers selected from European conference on advances in databases and information systems. Comput. Sci. Inf. Syst. Genoveva Vargas-Solar, Barbara Catania, Ester Zumpano, Kjetil Nørvåg, Silvia Chiusano, Tania Cerquitelli, Robert Wrembel
2024	A	`conf`	JEM: An AI-based engine workflow to predict simulation's execution time on HPC cluster. ICCAD Bartolomeo Vacchetti, Tania Cerquitelli, Vladi Massimo Nosenzo, Enrica Capitelli, Luca Chiosso, Manilo Trocano
2024	—	`conf`	KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation. ECCV Workshops (3) Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024	J	`jnl`	KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation. CoRR Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024	J	`jnl`	NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. CoRR Salvatore Greco, Ke Zhou, Licia Capra, Tania Cerquitelli, Daniele Quercia
2024	J	`jnl`	NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. Proc. ACM Hum. Comput. Interact. Salvatore Greco, Ke Zhou, Licia Capra, Tania Cerquitelli, Daniele Quercia
2024	—	`conf`	Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection. EDBT/ICDT Workshops Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo
2024	—	`ed.`	Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), Centre de Convencions Internacional de Barcelona, Spain, August 26, 2024. HI-AI@KDD Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Francesco Giannini, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
2024	J	`jnl`	Self-supervised Interpretable Concept-based Models for Text Classification. CoRR Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2024	J	`jnl`	Toward Unbiased High-Quality Portraits through Latent-Space Evaluation. J. Imaging Doaa Almhaithawi, Alessandro Bellini, Tania Cerquitelli
2024	J	`jnl`	Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time. CoRR Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli
2024	A	`conf`	Voice Disorder Analysis: a Transformer-based Approach. INTERSPEECH Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Elena Baralis
2024	J	`jnl`	Voice Disorder Analysis: a Transformer-based Approach. CoRR Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis
2024	A*	`conf`	Workshop on Human-Interpretable AI. KDD Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
2023	J	`jnl`	Concept-based Explainable Artificial Intelligence: A Survey. CoRR Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2023	J	`jnl`	Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines. CoRR Genoveva Vargas-Solar, Tania Cerquitelli, Javier A. Espinosa-Oviedo, François Cheval, Anthelme Buchaille, Luca Polgar
2023	—	`conf`	Data-driven energy demand forecasting for electric vehicle charging infrastructure. EDBT/ICDT Workshops Silvia Meddi, Sara Cavaglion, Tania Cerquitelli, Emanuele Manfredi, Andrea Regalia, Raffaele Menolascino, Guido Zardo
2023	—	`conf`	Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network. EDBT/ICDT Workshops Irene Capodicasa, Tania Cerquitelli
2023	B	`conf`	GINN: Towards Gender InclusioNeural Network. IEEE Big Data Matteo Berta, Bartolomeo Vacchetti, Tania Cerquitelli
2023	—	`conf`	Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli
2023	J	`jnl`	Machine learning empowered computer networks. Comput. Networks Tania Cerquitelli, Michela Meo, Marília Curado, Lea Skorin-Kapov, Eirini-Eleni Tsiropoulou
2023	B	`conf`	Multi-View Latent Diffusion. IEEE Big Data Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
2022	A	`conf`	A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. CIKM Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli
2022	C	`ed.`	Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings ADBIS Silvia Chiusano, Tania Cerquitelli, Robert Wrembel
2022	J	`jnl`	Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
2022	J	`jnl`	Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 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
2022	—	`conf`	Exploring waste-collection fleet data: challenges in a real-world use case. EDBT/ICDT Workshops Simone Monaco, Paolo Bethaz, Daniele Apiletti, Fabrizio Pio Baldini, Carlo Caso, Tania Cerquitelli
2022	—	`conf`	Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences. ECCV Workshops (4) Bartolomeo Vacchetti, Tania Cerquitelli
2022	—	`ed.`	New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings ADBIS (Short Papers) Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Kjetil Nørvåg, Barbara Catania, Genoveva Vargas-Solar, Ester Zumpano
2022	B	`conf`	Physical and mental health of university staff during the Covid-19 pandemic. IEEE Big Data Alessandra Colombelli, Greta Temporin, Francesco Serraino, Tania Cerquitelli
2022	—	`conf`	Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology. EDBT/ICDT Workshops Paolo Bethaz, Bartolomeo Vacchetti, Enrica Capitelli, Vladi Massimo Nosenzo, Luca Chiosso, Tania Cerquitelli
2022	B	`conf`	Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business. IEEE Big Data Genoveva Vargas-Solar, Tania Cerquitelli, Arianna Montorsi, Stefania Salvai, Maria Teresa Sangineti, Jérôme Darmont, Cécile Favre
2022	J	`jnl`	Trusting deep learning natural-language models via local and global explanations. Knowl. Inf. Syst. Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli
2021	J	`jnl`	Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science. Inf. Syst. Frontiers Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Daniele Quercia
2021	—	`conf`	DS4ALL: All you need for democratizing data exploration and analysis. IEEE BigData Paolo Bethaz, Khalid Belhajjame, Genoveva Vargas-Solar, Tania Cerquitelli
2021	J	`jnl`	Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
2021	—	`conf`	Drift Lens: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions. ICDM (Workshops) Salvatore Greco, Tania Cerquitelli
2021	—	`conf`	E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus
2021	J	`jnl`	Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. Expert Syst. Appl. Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino
2021	—	`conf`	Enhancing the friendliness of data analytics tasks: an automated methodology. EDBT/ICDT Workshops Paolo Bethaz, Tania Cerquitelli
2021	C	`conf`	Estimating the job's pending time on a High-Performance Computing cluster through a hierarchical data-driven methodology. DOLAP Fabio Carfi, Enrica Capitelli, Vladi Massimo Nosenzo, Tania Cerquitelli
2021	J	`jnl`	Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features. CoRR Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli
2021	J	`jnl`	Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. Proc. IEEE Tania Cerquitelli, Daniele Jahier Pagliari, Andrea Calimera, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino
2020	B	`conf`	Cinematographic Shot Classification through Deep Learning. COMPSAC Bartolomeo Vacchetti, Tania Cerquitelli, Riccardo Antonino
2020	B	`conf`	DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
2020	J	`jnl`	Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back. IEEE Access Tania Cerquitelli, Andrea Regalia, Emanuele Manfredi, Fabrizio Conicella, Paolo Bethaz, Elena Liore
2020	J	`jnl`	Editorial special issue on data analytics for engineering, science and society. Computing Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar
2020	—	`conf`	Proactive user engagement via friendly survey and data-driven methodologies. ICDE Workshops Paolo Bethaz, Riccardo Callà, Tania Cerquitelli, Arianna Montorsi, Claudia De Giorgi
2020	—	`ed.`	Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020 EDBT/ICDT Workshops Alexandra Poulovassilis, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf, Nikos Pelekis, Chiara Renso, Yannis Theodoridis, Karine Zeitouni, Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar, Behrooz Omidvar-Tehrani, Katharina Morik, Jean-Michel Renders, Donatella Firmani, Letizia Tanca, Davide Mottin, Matteo Lissandrini, Yannis Velegrakis
2020	J	`jnl`	REDTag: A Predictive Maintenance Framework for Parcel Delivery Services. IEEE Access Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi
2019	—	`conf`	A Fog Computing Approach for Predictive Maintenance. CAiSE Workshops 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	—	`conf`	A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs. BigData Congress Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii
2019	J	`jnl`	Automating concept-drift detection by self-evaluating predictive model degradation. CoRR Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
2019	—	`conf`	Exploring energy performance certificates through visualization. EDBT/ICDT Workshops Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini
2019	—	`conf`	Modeling Urban Traffic Data Through Graph-Based Neural Networks. INNSBDDL Viviana Pinto, Alan Perotti, Tania Cerquitelli
2019	—	`conf`	PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes. BigData Congress Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii
2019	—	`conf`	Robot fault detection and remaining life estimation for predictive maintenance. ANT/EDI40 Riccardo Pinto, Tania Cerquitelli
2019	—	`conf`	Towards Automated Visualisation of Scientific Literature. ADBIS (Short Papers and Workshops) Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Chiusano
2019	—	`conf`	Towards a real-time unsupervised estimation of predictive model degradation. BIRTE Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
2019	J	`jnl`	What's in the box? Explaining the black-box model through an evaluation of its interpretable features. CoRR Francesco Ventura, Tania Cerquitelli
2018	—	`conf`	Black-Box Model Explained Through an Assessment of Its Interpretable Features. ADBIS (Short Papers and Workshops) Francesco Ventura, Tania Cerquitelli, Francesco Giacalone
2018	—	`conf`	Characterizing Air-Quality Data Through Unsupervised Analytics Methods. ADBIS (Short Papers and Workshops) Elena Daraio, Evelina Di Corso, Tania Cerquitelli, Silvia Chiusano
2018	J	`jnl`	Characterizing unpredictable patterns in Wireless Sensor Network data. Inf. Sci. Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio
2018	—	`ch.`	Data Mining in Databases: Languages and Indices. A Comprehensive Guide Through the Italian Database Research Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Rosa Meo
2018	B	`conf`	Mining Sensor Data for Predictive Maintenance in the Automotive Industry. DSAA Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti
2018	—	`ed.`	New Trends in Databases and Information Systems - ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings ADBIS (Short Papers and Workshops) András Benczúr, Bernhard Thalheim, Tomás Horváth, Silvia Chiusano, Tania Cerquitelli, Csaba István Sidló, Peter Z. Revesz
2018	J	`jnl`	Optimization of computer aided detection systems: An evolutionary approach. Expert Syst. Appl. Lia Morra, Nunzia Coccia, Tania Cerquitelli
2018	—	`conf`	Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation. BigData Congress Stefano Proto, Evelina Di Corso, Francesco Ventura, Tania Cerquitelli
2018	—	`conf`	iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0. ISPA/IUCC/BDCloud/SocialCom/SustainCom Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura
2017	J	`jnl`	A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data. Big Data Res. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi
2017	—	`conf`	All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection. IEEE BigData Evelina Di Corso, Francesco Ventura, Tania Cerquitelli
2017	—	`conf`	Data miners' little helper: data transformation activity cues for cluster analysis on document collections. WIMS Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano
2017	J	`jnl`	Discovering profitable stocks for intraday trading. Inf. Sci. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti
2017	—	`conf`	Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques. iThings/GreenCom/CPSCom/SmartData Evelina Di Corso, Tania Cerquitelli, Marco Savino Piscitelli, Alfonso Capozzoli
2017	J	`jnl`	Frequent Itemsets Mining for Big Data: A Comparative Analysis. Big Data Res. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini
2017	—	`conf`	New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops. ADBIS (Short Papers and Workshops) Andreas Behrend, Diego Calvanese, Tania Cerquitelli, Silvia Chiusano, Christiane Engels, Stéphane Jean, Natalija Kozmina, Béatrice Markhoff, Oscar Romero, Sahar Vahdati
2017	J	`jnl`	Predicting critical conditions in bicycle sharing systems. Computing Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Xin Xiao
2017	—	`conf`	Prompting the data transformation activities for cluster analysis on collections of documents. SEBD Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano
2017	Misc	`conf`	Self-tuning techniques for large scale cluster analysis on textual data collections. SAC Evelina Di Corso, Tania Cerquitelli, Francesco Ventura
2017	J	`jnl`	Twitter data laid almost bare: An insightful exploratory analyser. Expert Syst. Appl. Xin Xiao, Antonio Attanasio, Silvia Chiusano, Tania Cerquitelli
2016	—	`conf`	Analyzing air pollution on the urban environment. MIPRO Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Mohammad Reza Kavoosifar
2016	—	`conf`	Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms. EDBT/ICDT Workshops Tania Cerquitelli, Evelina Di Corso
2016	—	`conf`	Data mining for better healthcare: A path towards automated data analysis? ICDE Workshops Tania Cerquitelli, Elena Baralis, Lia Morra, Silvia Chiusano
2016	—	`conf`	Discovering air quality patterns in urban environments. UbiComp Adjunct Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
2016	J	`jnl`	Discovering users with similar internet access performance through cluster analysis. Expert Syst. Appl. Tania Cerquitelli, Antonio Servetti, Enrico Masala
2016	J	`jnl`	Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario. Expert Syst. Appl. Tania Cerquitelli, Silvia Chiusano, Xin Xiao
2016	B	`conf`	Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. SMARTCOMP Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao
2016	—	`ed.`	New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings ADBIS (Short Papers and Workshops) Mirjana Ivanovic, Bernhard Thalheim, Barbara Catania, Klaus-Dieter Schewe, Marite Kirikova, Petr Saloun, Ajantha Dahanayake, Tania Cerquitelli, Elena Baralis, Pietro Michiardi
2016	B	`conf`	SaFe-NeC: A scalable and flexible system for network data characterization. NOMS Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Luca Venturini
2016	J	`jnl`	SeLINA: A Self-Learning Insightful Network Analyzer. IEEE Trans. Netw. Serv. Manag. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Danilo Giordano, Marco Mellia, Luca Venturini
2016	—	`conf`	Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. DSMM@SIGMOD Elena Baralis, Luca Cagliero, Tania Cerquitelli
2016	—	`conf`	Supporting the analysis of urban data through NoSQL technologies. IISA Antonio Attanasio, Tania Cerquitelli, Silvia Chiusano
2015	J	`jnl`	Digging deep into weighted patient data through multiple-level patterns. Inf. Sci. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2015	—	`conf`	Energy Signature Analysis: Knowledge at Your Fingertips. BigData Congress Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
2015	—	`conf`	Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption. EDBT/ICDT Workshops Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
2015	J	`jnl`	MeTA: Characterization of Medical Treatments at Different Abstraction Levels. ACM Trans. Intell. Syst. Technol. Dario Antonelli, Elena Baralis, Giulia Bruno, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Naeem Ahmed Mahoto
2015	—	`conf`	Monitoring the citizens' perception on urban security in Smart City environments. ICDE Workshops Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini
2015	—	`conf`	PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. ICDM Workshops Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti
2015	B	`conf`	Predicting Cardiopulmonary Response to Incremental Exercise Test. CBMS Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Andrea Giordano, Alessandro Mezzani, Davide Susta, Xin Xiao
2015	B	`conf`	Reducing the search space in ontology alignment using clustering techniques and topic identification. K-CAP Agnese Chiatti, Zlatan Dragisic, Tania Cerquitelli, Patrick Lambrix
2015	J	`jnl`	Scalable out-of-core itemset mining. Inf. Sci. Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2014	—	`conf`	A Clustering-Based Approach to Analyse Examinations for Diabetic Patients. ICHI Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Xin Xiao
2014	J	`jnl`	Expressive generalized itemsets. Inf. Sci. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2014	—	`conf`	MGI-Cloud: discovery of misleading generalized itemsets. SEBD Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Fabio Pulvirenti, Paolo Garza
2014	C	`conf`	Misleading Generalized Itemset Mining in the Cloud. ISPA Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014	J	`jnl`	Misleading Generalized Itemset discovery. Expert Syst. Appl. Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
2014	Misc	`conf`	NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. UCC Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014	—	`ed.`	New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II ADBIS (2) Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Giovanna Guerrini, Mirko Kämpf, Alfons Kemper, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Athena Vakali
2014	J	`jnl`	Twitter data analysis by means of Strong Flipping Generalized Itemsets. J. Syst. Softw. Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
2013	C	`conf`	Analysis of Twitter Data Using a Multiple-level Clustering Strategy. MEDI Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Xin Xiao
2013	J	`jnl`	Analysis of diabetic patients through their examination history. Expert Syst. Appl. Dario Antonelli, Elena Baralis, Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Naeem Ahmed Mahoto
2013	—	`conf`	Association Rule Mining as a Cloud-Based Service. SEBD Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo
2013	J	`jnl`	Early prediction of the highest workload in incremental cardiopulmonary tests. ACM Trans. Intell. Syst. Technol. Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta
2013	C	`conf`	Frequent weighted itemset mining from gene expression data. BIBE Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2013	J	`jnl`	NetCluster: A clustering-based framework to analyze internet passive measurements data. Comput. Networks Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia
2013	—	`conf`	New Trends in Databases and Information Systems: Contributions from ADBIS 2013. ADBIS (2) Yamine Aït Ameur, Witold Andrzejewski, Ladjel Bellatreche, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Matteo Golfarelli, Giovanna Guerrini, Krzysztof Kaczmarski, Mirko Kämpf, Alfons Kemper, Tobias Lauer, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Stefano Rizzi, Athena Vakali
2013	—	`conf`	P-Mine: Parallel itemset mining on large datasets. ICDE Workshops Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2013	—	`conf`	SeaRum: A Cloud-Based Service for Association Rule Mining. TrustCom/ISPA/IUCC Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo
2012	J	`jnl`	Generalized association rule mining with constraints. Inf. Sci. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza
2011	—	`conf`	An Efficient Itemset Mining Approach for Data Streams. KES (2) Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand, Luigi Grimaudo
2011	J	`jnl`	CAS-Mine: providing personalized services in context-aware applications by means of generalized rules. Knowl. Inf. Syst. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2011	—	`ch.`	Community-Contributed Media Collections: Knowledge at Our Fingertips. Community-Built Databases Tania Cerquitelli, Alessandro Fiori, Alberto Grand
2011	J	`jnl`	Energy-saving models for wireless sensor networks. Knowl. Inf. Syst. Daniele Apiletti, Elena Baralis, Tania Cerquitelli
2011	J	`jnl`	Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules. Int. J. Semantic Web Inf. Syst. Luca Cagliero, Tania Cerquitelli, Paolo Garza
2010	Misc	`conf`	A persistent HY-Tree to efficiently support itemset mining on large datasets. SAC Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2010	—	`conf`	Array-Tree: A persistent data structure to compactly store frequent itemsets. IEEE Conf. of Intelligent Systems Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2010	—	`conf`	Compactly Storing Frequent Itemsets (Extended Abstract). SEBD Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2010	J	`jnl`	Constrained itemset mining on a sequence of incoming data blocks. Int. J. Intell. Syst. Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2010	B	`conf`	Predicting the highest workload in cardiopulmonary test. CBMS Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta
2010	—	`conf`	Support driven opportunistic aggregation for generalized itemset extraction. IEEE Conf. of Intelligent Systems Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2009	J	`jnl`	Characterizing network traffic by means of the NetMine framework. Comput. Networks Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2009	—	`conf`	Context-Aware User and Service Profiling by Means of Generalized Association Rules. KES (2) Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2009	—	`conf`	Generalized Association Rules to Support Context-aware User and Service Profiling. SEBD Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2009	J	`jnl`	IMine: Index Support for Item Set Mining. IEEE Trans. Knowl. Data Eng. Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2009	—	`conf`	NetCluster: A Clustering-Based Framework for Internet Tomography. ICC Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia
2009	J	`jnl`	Real-Time Analysis of Physiological Data to Support Medical Applications. IEEE Trans. Inf. Technol. Biomed. Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2008	—	`conf`	Generalized association rules to support Network Digest analysis. SEBD Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2008	—	`ch.`	Indexing Evolving Databases for Itemset Mining. Intelligent Techniques and Tools for Novel System Architectures Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2008	—	`ch.`	Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation. Intelligent Techniques and Tools for Novel System Architectures Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2007	—	`conf`	Modeling a Sensor Network by means of Clustering. DEXA Workshops Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2007	B	`conf`	SAPhyRA: Stream Analysis for Physiological Risk Assessment. CBMS Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2006	—	`conf`	Selecting Representatives in a Sensor Network. SEBD Elena Baralis, Tania Cerquitelli
2005	A*	`conf`	Index Support for Frequent Itemset Mining in a Relational DBMS. ICDE Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2005	—	`conf`	Index Support for Mining Data Streams in a Relational DBMS. SEBD Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Diego Mostile
2004	—	`conf`	Frequent Itemset Mining in a Relational DBMS. SEBD Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alice Lottini, Lorena Pansa