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ORCIDBibTeX records: Tania Cerquitelli
@article{DBLP:journals/comsis/VargasSolarCZNCCW24,
author = {Genoveva Vargas{-}Solar and
Barbara Catania and
Ester Zumpano and
Kjetil N{\o}rv{\aa}g and
Silvia Chiusano and
Tania Cerquitelli and
Robert Wrembel},
title = {Guest editorial: Papers selected from European conference on advances
in databases and information systems},
journal = {Comput. Sci. Inf. Syst.},
volume = {21},
number = {3},
pages = {v},
year = {2024},
url = {https://doi.org/10.2298/csis240300vv},
doi = {10.2298/CSIS240300VV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comsis/VargasSolarCZNCCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VenturaGAC24,
author = {Francesco Ventura and
Salvatore Greco and
Daniele Apiletti and
Tania Cerquitelli},
title = {Explaining deep convolutional models by measuring the influence of
interpretable features in image classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {5},
pages = {3169--3226},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00915-x},
doi = {10.1007/S10618-023-00915-X},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/VenturaGAC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/AlmhaithawiBC24,
author = {Doaa Almhaithawi and
Alessandro Bellini and
Tania Cerquitelli},
title = {Toward Unbiased High-Quality Portraits through Latent-Space Evaluation},
journal = {J. Imaging},
volume = {10},
number = {7},
pages = {157},
year = {2024},
url = {https://doi.org/10.3390/jimaging10070157},
doi = {10.3390/JIMAGING10070157},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/AlmhaithawiBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/CiravegnaKFCBCS24,
author = {Gabriele Ciravegna and
Alkis Koudounas and
Marco Fantini and
Tania Cerquitelli and
Elena Baralis and
Erika Crosetti and
Giovanni Succo},
editor = {Themis Palpanas and
H. V. Jagadish},
title = {Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2024 Joint Conference
co-located with the {EDBT/ICDT} 2024 Joint Conference, Paestum, Italy,
March 25, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3651},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3651/HeDAI-3.pdf},
timestamp = {Wed, 03 Apr 2024 17:09:53 +0200},
biburl = {https://dblp.org/rec/conf/edbt/CiravegnaKFCBCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GrecoVAC24,
author = {Salvatore Greco and
Bartolomeo Vacchetti and
Daniele Apiletti and
Tania Cerquitelli},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {DriftLens: {A} Concept Drift Detection Tool},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {806--809},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.75},
doi = {10.48786/EDBT.2024.75},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/GrecoVAC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MassagliaVC24,
author = {Tommaso Massaglia and
Bartolomeo Vacchetti and
Tania Cerquitelli},
editor = {Themis Palpanas and
H. V. Jagadish},
title = {DreamShot: Teaching Cinema Shots to Latent Diffusion Models},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2024 Joint Conference
co-located with the {EDBT/ICDT} 2024 Joint Conference, Paestum, Italy,
March 25, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3651},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3651/DARLI-AP-8.pdf},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/MassagliaVC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/QuatraGCTDRCC24,
author = {Moreno La Quatra and
Salvatore Greco and
Luca Cagliero and
Michela Tonti and
Francesca Dragotto and
Rachele Raus and
Stefania Cavagnoli and
Tania Cerquitelli},
editor = {Themis Palpanas and
H. V. Jagadish},
title = {Building Foundations for Inclusiveness through Expert-Annotated Data},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2024 Joint Conference
co-located with the {EDBT/ICDT} 2024 Joint Conference, Paestum, Italy,
March 25, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3651},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3651/DARLI-AP-3.pdf},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/QuatraGCTDRCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad2/VacchettiCNCCT24,
author = {Bartolomeo Vacchetti and
Tania Cerquitelli and
Vladi Massimo Nosenzo and
Enrica Capitelli and
Luca Chiosso and
Manilo Trocano},
title = {{JEM:} An AI-based engine workflow to predict simulation's execution
time on {HPC} cluster},
booktitle = {International Conference on Control, Automation and Diagnosis, {ICCAD}
2024, Paris, France, May 15-17, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCAD60883.2024.10553971},
doi = {10.1109/ICCAD60883.2024.10553971},
timestamp = {Thu, 27 Jun 2024 16:32:22 +0200},
biburl = {https://dblp.org/rec/conf/iccad2/VacchettiCNCCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CerquitelliM24,
author = {Tania Cerquitelli and
Amin Mantrach},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Equity, Diversity {\&} Inclusion {(EDI):} Special Day at {ACM}
{KDD} 2024},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6689--6690},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3673870},
doi = {10.1145/3637528.3673870},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CerquitelliM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CiravegnaZBGSGJ24,
author = {Gabriele Ciravegna and
Mateo Espinosa Zarlenga and
Pietro Barbiero and
Francesco Giannini and
Zohreh Shams and
Damien Garreau and
Mateja Jamnik and
Tania Cerquitelli},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Workshop on Human-Interpretable {AI}},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6708--6709},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671499},
doi = {10.1145/3637528.3671499},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CiravegnaZBGSGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14335,
author = {Francesco De Santis and
Philippe Bich and
Gabriele Ciravegna and
Pietro Barbiero and
Danilo Giordano and
Tania Cerquitelli},
title = {Self-supervised Interpretable Concept-based Models for Text Classification},
journal = {CoRR},
volume = {abs/2406.14335},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14335},
doi = {10.48550/ARXIV.2406.14335},
eprinttype = {arXiv},
eprint = {2406.14335},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14529,
author = {Eleonora Poeta and
Flavio Giobergia and
Eliana Pastor and
Tania Cerquitelli and
Elena Baralis},
title = {A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data},
journal = {CoRR},
volume = {abs/2406.14529},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14529},
doi = {10.48550/ARXIV.2406.14529},
eprinttype = {arXiv},
eprint = {2406.14529},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14693,
author = {Alkis Koudounas and
Gabriele Ciravegna and
Marco Fantini and
Giovanni Succo and
Erika Crosetti and
Tania Cerquitelli and
Elena Baralis},
title = {Voice Disorder Analysis: a Transformer-based Approach},
journal = {CoRR},
volume = {abs/2406.14693},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14693},
doi = {10.48550/ARXIV.2406.14693},
eprinttype = {arXiv},
eprint = {2406.14693},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17813,
author = {Salvatore Greco and
Bartolomeo Vacchetti and
Daniele Apiletti and
Tania Cerquitelli},
title = {Unsupervised Concept Drift Detection from Deep Learning Representations
in Real-time},
journal = {CoRR},
volume = {abs/2406.17813},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17813},
doi = {10.48550/ARXIV.2406.17813},
eprinttype = {arXiv},
eprint = {2406.17813},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01697,
author = {Salvatore Greco and
Ke Zhou and
Licia Capra and
Tania Cerquitelli and
Daniele Quercia},
title = {NLPGuard: {A} Framework for Mitigating the Use of Protected Attributes
by {NLP} Classifiers},
journal = {CoRR},
volume = {abs/2407.01697},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01697},
doi = {10.48550/ARXIV.2407.01697},
eprinttype = {arXiv},
eprint = {2407.01697},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-07040,
author = {Daniele Rege Cambrin and
Eleonora Poeta and
Eliana Pastor and
Tania Cerquitelli and
Elena Baralis and
Paolo Garza},
title = {{KAN} You See It? KANs and Sentinel for Effective and Explainable
Crop Field Segmentation},
journal = {CoRR},
volume = {abs/2408.07040},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.07040},
doi = {10.48550/ARXIV.2408.07040},
eprinttype = {arXiv},
eprint = {2408.07040},
timestamp = {Mon, 23 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-07040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/CerquitelliMCST23,
author = {Tania Cerquitelli and
Michela Meo and
Mar{\'{\i}}lia Curado and
Lea Skorin{-}Kapov and
Eirini{-}Eleni Tsiropoulou},
title = {Machine learning empowered computer networks},
journal = {Comput. Networks},
volume = {230},
pages = {109807},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.109807},
doi = {10.1016/J.COMNET.2023.109807},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/CerquitelliMCST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BertaVC23,
author = {Matteo Berta and
Bartolomeo Vacchetti and
Tania Cerquitelli},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {{GINN:} Towards Gender InclusioNeural Network},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4119--4126},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386328},
doi = {10.1109/BIGDATA59044.2023.10386328},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/BertaVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GiacomoFCCM23,
author = {Giuseppe Di Giacomo and
Giulio Franzese and
Tania Cerquitelli and
Carla{-}Fabiana Chiasserini and
Pietro Michiardi},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Multi-View Latent Diffusion},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {6152--6154},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386945},
doi = {10.1109/BIGDATA59044.2023.10386945},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/GiacomoFCCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/CapodicasaC23,
author = {Irene Capodicasa and
Tania Cerquitelli},
editor = {George Fletcher and
Verena Kantere},
title = {Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory
network},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2023 Joint Conference,
Ioannina, Greece, March, 28, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3379},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3379/DARLI-AP\_2023\_10.pdf},
timestamp = {Fri, 12 May 2023 16:39:20 +0200},
biburl = {https://dblp.org/rec/conf/edbt/CapodicasaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MeddiCCMRMZ23,
author = {Silvia Meddi and
Sara Cavaglion and
Tania Cerquitelli and
Emanuele Manfredi and
Andrea Regalia and
Raffaele Menolascino and
Guido Zardo},
editor = {George Fletcher and
Verena Kantere},
title = {Data-driven energy demand forecasting for electric vehicle charging
infrastructure},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2023 Joint Conference,
Ioannina, Greece, March, 28, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3379},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3379/DARLI-AP\_2023\_7.pdf},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/MeddiCCMRMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuatraGCC23,
author = {Moreno La Quatra and
Salvatore Greco and
Luca Cagliero and
Tania Cerquitelli},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Inclusively: An AI-Based Assistant for Inclusive Writing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {361--365},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_31},
doi = {10.1007/978-3-031-43430-3\_31},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/QuatraGCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06695,
author = {Genoveva Vargas{-}Solar and
Tania Cerquitelli and
Javier A. Espinosa{-}Oviedo and
Fran{\c{c}}ois Cheval and
Anthelme Buchaille and
Luca Polgar},
title = {Conversational Data Exploration: {A} Game-Changer for Designing Data
Science Pipelines},
journal = {CoRR},
volume = {abs/2311.06695},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06695},
doi = {10.48550/ARXIV.2311.06695},
eprinttype = {arXiv},
eprint = {2311.06695},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12936,
author = {Eleonora Poeta and
Gabriele Ciravegna and
Eliana Pastor and
Tania Cerquitelli and
Elena Baralis},
title = {Concept-based Explainable Artificial Intelligence: {A} Survey},
journal = {CoRR},
volume = {abs/2312.12936},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12936},
doi = {10.48550/ARXIV.2312.12936},
eprinttype = {arXiv},
eprint = {2312.12936},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/GiordanoGPMCBMT22,
author = {Danilo Giordano and
Flavio Giobergia and
Eliana Pastor and
Antonio La Macchia and
Tania Cerquitelli and
Elena Baralis and
Marco Mellia and
Davide Tricarico},
title = {Data-driven strategies for predictive maintenance: Lesson learned
from an automotive use case},
journal = {Comput. Ind.},
volume = {134},
pages = {103554},
year = {2022},
url = {https://doi.org/10.1016/j.compind.2021.103554},
doi = {10.1016/J.COMPIND.2021.103554},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cii/GiordanoGPMCBMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/VenturaGAC22,
author = {Francesco Ventura and
Salvatore Greco and
Daniele Apiletti and
Tania Cerquitelli},
title = {Trusting deep learning natural-language models via local and global
explanations},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {7},
pages = {1863--1907},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01690-9},
doi = {10.1007/S10115-022-01690-9},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/VenturaGAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Amer-YahiaABBBB22,
author = {Sihem Amer{-}Yahia and
Yael Amsterdamer and
Sourav S. Bhowmick and
Angela Bonifati and
Philippe Bonnet and
Renata Borovica{-}Gajic and
Barbara Catania and
Tania Cerquitelli and
Silvia Chiusano and
Panos K. Chrysanthis and
Carlo Curino and
J{\'{e}}r{\^{o}}me Darmont and
Amr El Abbadi and
Avrilia Floratou and
Juliana Freire and
Alekh Jindal and
Vana Kalogeraki and
Georgia Koutrika and
Arun Kumar and
Sujaya Maiyya and
Alexandra Meliou and
Madhulika Mohanty and
Felix Naumann and
Nele Sina Noack and
Fatma {\"{O}}zcan and
Liat Peterfreund and
Wenny Rahayu and
Wang{-}Chiew Tan and
Yuanyuan Tian and
Pinar T{\"{o}}z{\"{u}}n and
Genoveva Vargas{-}Solar and
Neeraja J. Yadwadkar and
Meihui Zhang},
title = {Diversity and Inclusion Activities in Database Conferences: {A} 2021
Report},
journal = {{SIGMOD} Rec.},
volume = {51},
number = {2},
pages = {69--73},
year = {2022},
url = {https://doi.org/10.1145/3552490.3552510},
doi = {10.1145/3552490.3552510},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/Amer-YahiaABBBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ColombelliTSC22,
author = {Alessandra Colombelli and
Greta Temporin and
Francesco Serraino and
Tania Cerquitelli},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Physical and mental health of university staff during the Covid-19
pandemic},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4674--4680},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020272},
doi = {10.1109/BIGDATA55660.2022.10020272},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ColombelliTSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/VargasSolarCMSSDF22,
author = {Genoveva Vargas{-}Solar and
Tania Cerquitelli and
Arianna Montorsi and
Stefania Salvai and
Maria Teresa Sangineti and
J{\'{e}}r{\^{o}}me Darmont and
C{\'{e}}cile Favre},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Promoting equity, diversity and inclusion: policies, strategies and
future directions in higher education, research communities and business},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4710--4718},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020621},
doi = {10.1109/BIGDATA55660.2022.10020621},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/VargasSolarCMSSDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ColombaFMGGABC22,
author = {Luca Colomba and
Alessandro Farasin and
Simone Monaco and
Salvatore Greco and
Paolo Garza and
Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {A Dataset for Burned Area Delineation and Severity Estimation from
Satellite Imagery},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3893--3897},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557528},
doi = {10.1145/3511808.3557528},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ColombaFMGGABC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/VacchettiC22,
author = {Bartolomeo Vacchetti and
Tania Cerquitelli},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Movie Lens: Discovering and Characterizing Editing Patterns in the
Analysis of Short Movie Sequences},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13804},
pages = {660--675},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25069-9\_42},
doi = {10.1007/978-3-031-25069-9\_42},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/VacchettiC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BethazVCNCC22,
author = {Paolo Bethaz and
Bartolomeo Vacchetti and
Enrica Capitelli and
Vladi Massimo Nosenzo and
Luca Chiosso and
Tania Cerquitelli},
editor = {Maya Ramanath and
Themis Palpanas},
title = {Predicting job execution time on a high-performance computing cluster
using a hierarchical data-driven methodology},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference,
Edinburgh, UK, March 29, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3135},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3135/darliap\_paper11.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/BethazVCNCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MonacoBABCC22,
author = {Simone Monaco and
Paolo Bethaz and
Daniele Apiletti and
Fabrizio Pio Baldini and
Carlo Caso and
Tania Cerquitelli},
editor = {Maya Ramanath and
Themis Palpanas},
title = {Exploring waste-collection fleet data: challenges in a real-world
use case},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference,
Edinburgh, UK, March 29, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3135},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3135/darliap\_paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MonacoBABCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adbis/2022short,
editor = {Silvia Chiusano and
Tania Cerquitelli and
Robert Wrembel and
Kjetil N{\o}rv{\aa}g and
Barbara Catania and
Genoveva Vargas{-}Solar and
Ester Zumpano},
title = {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},
series = {Communications in Computer and Information Science},
volume = {1652},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15743-1},
doi = {10.1007/978-3-031-15743-1},
isbn = {978-3-031-15742-4},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/2022short.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adbis/2022,
editor = {Silvia Chiusano and
Tania Cerquitelli and
Robert Wrembel},
title = {Advances in Databases and Information Systems - 26th European Conference,
{ADBIS} 2022, Turin, Italy, September 5-8, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13389},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15740-0},
doi = {10.1007/978-3-031-15740-0},
isbn = {978-3-031-15739-4},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GiordanoPGCBMNT21,
author = {Danilo Giordano and
Eliana Pastor and
Flavio Giobergia and
Tania Cerquitelli and
Elena Baralis and
Marco Mellia and
Alessandra Neri and
Davide Tricarico},
title = {Dissecting a data-driven prognostic pipeline: {A} powertrain use case},
journal = {Expert Syst. Appl.},
volume = {180},
pages = {115109},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115109},
doi = {10.1016/J.ESWA.2021.115109},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/GiordanoPGCBMNT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CerquitelliVABM21,
author = {Tania Cerquitelli and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis and
Enrico Macii and
Massimo Poncino},
title = {Enhancing manufacturing intelligence through an unsupervised data-driven
methodology for cyclic industrial processes},
journal = {Expert Syst. Appl.},
volume = {182},
pages = {115269},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115269},
doi = {10.1016/J.ESWA.2021.115269},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CerquitelliVABM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/ChiusanoCWQ21,
author = {Silvia Chiusano and
Tania Cerquitelli and
Robert Wrembel and
Daniele Quercia},
title = {Breakthroughs on Cross-Cutting Data Management, Data Analytics, and
Applied Data Science},
journal = {Inf. Syst. Frontiers},
volume = {23},
number = {1},
pages = {1--7},
year = {2021},
url = {https://doi.org/10.1007/s10796-020-10091-8},
doi = {10.1007/S10796-020-10091-8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/ChiusanoCWQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/CerquitelliPCBP21,
author = {Tania Cerquitelli and
Daniele Jahier Pagliari and
Andrea Calimera and
Lorenzo Bottaccioli and
Edoardo Patti and
Andrea Acquaviva and
Massimo Poncino},
title = {Manufacturing as a Data-Driven Practice: Methodologies, Technologies,
and Tools},
journal = {Proc. {IEEE}},
volume = {109},
number = {4},
pages = {399--422},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2021.3056006},
doi = {10.1109/JPROC.2021.3056006},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/CerquitelliPCBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AttanasioGQCTCR21,
author = {Giuseppe Attanasio and
Salvatore Greco and
Moreno La Quatra and
Luca Cagliero and
Michela Tonti and
Tania Cerquitelli and
Rachele Raus},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {{E-MIMIC:} Empowering Multilingual Inclusive Communication},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4227--4234},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671868},
doi = {10.1109/BIGDATA52589.2021.9671868},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AttanasioGQCTCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BethazBVC21,
author = {Paolo Bethaz and
Khalid Belhajjame and
Genoveva Vargas{-}Solar and
Tania Cerquitelli},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {{DS4ALL:} All you need for democratizing data exploration and analysis},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4235--4242},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671883},
doi = {10.1109/BIGDATA52589.2021.9671883},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BethazBVC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dolap/CarfiCNC21,
author = {Fabio Carfi and
Enrica Capitelli and
Vladi Massimo Nosenzo and
Tania Cerquitelli},
editor = {Kostas Stefanidis and
Patrick Marcel},
title = {Estimating the job's pending time on a High-Performance Computing
cluster through a hierarchical data-driven methodology},
booktitle = {Proceedings of the 23rd International Workshop on Design, Optimization,
Languages and Analytical Processing of Big Data {(DOLAP)} co-located
with the 24th International Conference on Extending Database Technology
and the 24th International Conference on Database Theory {(EDBT/ICDT}
2021), Nicosia, Cyprus, March 23, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2840},
pages = {21--30},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2840/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:34 +0100},
biburl = {https://dblp.org/rec/conf/dolap/CarfiCNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BethazC21,
author = {Paolo Bethaz and
Tania Cerquitelli},
editor = {Constantinos Costa and
Evaggelia Pitoura},
title = {Enhancing the friendliness of data analytics tasks: an automated methodology},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2021 Joint Conference,
Nicosia, Cyprus, March 23, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2841},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2841/DARLI-AP\_15.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/BethazC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GrecoC21,
author = {Salvatore Greco and
Tania Cerquitelli},
title = {Drift Lens: Real-time unsupervised Concept Drift detection by evaluating
per-label embedding distributions},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {341--349},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00049},
doi = {10.1109/ICDMW53433.2021.00049},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GrecoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06697,
author = {Francesco Ventura and
Salvatore Greco and
Daniele Apiletti and
Tania Cerquitelli},
title = {Explaining the Deep Natural Language Processing by Mining Textual
Interpretable Features},
journal = {CoRR},
volume = {abs/2106.06697},
year = {2021},
url = {https://arxiv.org/abs/2106.06697},
eprinttype = {arXiv},
eprint = {2106.06697},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ProtoCACCMM20,
author = {Stefano Proto and
Evelina Di Corso and
Daniele Apiletti and
Luca Cagliero and
Tania Cerquitelli and
Giovanni Malnati and
Davide Mazzucchi},
title = {REDTag: {A} Predictive Maintenance Framework for Parcel Delivery Services},
journal = {{IEEE} Access},
volume = {8},
pages = {14953--14964},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2966568},
doi = {10.1109/ACCESS.2020.2966568},
timestamp = {Fri, 07 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ProtoCACCMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/CerquitelliRMCB20,
author = {Tania Cerquitelli and
Andrea Regalia and
Emanuele Manfredi and
Fabrizio Conicella and
Paolo Bethaz and
Elena Liore},
title = {Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back},
journal = {{IEEE} Access},
volume = {8},
pages = {102409--102418},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2998940},
doi = {10.1109/ACCESS.2020.2998940},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/CerquitelliRMCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/CerquitelliCV20,
author = {Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar},
title = {Editorial special issue on data analytics for engineering, science
and society},
journal = {Computing},
volume = {102},
number = {5},
pages = {1093--1096},
year = {2020},
url = {https://doi.org/10.1007/s00607-020-00810-z},
doi = {10.1007/S00607-020-00810-Z},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/CerquitelliCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/AttanasioGPVBCG20,
author = {Giuseppe Attanasio and
Flavio Giobergia and
Andrea Pasini and
Francesco Ventura and
Elena Baralis and
Luca Cagliero and
Paolo Garza and
Daniele Apiletti and
Tania Cerquitelli and
Silvia Chiusano},
title = {{DSLE:} {A} Smart Platform for Designing Data Science Competitions},
booktitle = {44th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
pages = {133--142},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COMPSAC48688.2020.00026},
doi = {10.1109/COMPSAC48688.2020.00026},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/AttanasioGPVBCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/VacchettiCA20,
author = {Bartolomeo Vacchetti and
Tania Cerquitelli and
Riccardo Antonino},
title = {Cinematographic Shot Classification through Deep Learning},
booktitle = {44th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
pages = {345--350},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COMPSAC48688.2020.0-222},
doi = {10.1109/COMPSAC48688.2020.0-222},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/VacchettiCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BethazCCMG20,
author = {Paolo Bethaz and
Riccardo Call{\`{a}} and
Tania Cerquitelli and
Arianna Montorsi and
Claudia De Giorgi},
title = {Proactive user engagement via friendly survey and data-driven methodologies},
booktitle = {36th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2020, Dallas, TX, USA, April 20-24, 2020},
pages = {56--63},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDEW49219.2020.000-7},
doi = {10.1109/ICDEW49219.2020.000-7},
timestamp = {Tue, 26 May 2020 16:09:38 +0200},
biburl = {https://dblp.org/rec/conf/icde/BethazCCMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbt/2020w,
editor = {Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis},
title = {Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2578},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2578},
urn = {urn:nbn:de:0074-2578-2},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/2020w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/CorsoPCC19,
author = {Evelina Di Corso and
Stefano Proto and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Tatjana Welzer and
Johann Eder and
Vili Podgorelec and
Robert Wrembel and
Mirjana Ivanovic and
Johann Gamper and
Mikolaj Morzy and
Theodoros Tzouramanis and
J{\'{e}}r{\^{o}}me Darmont and
Aida Kamisalic Latific},
title = {Towards Automated Visualisation of Scientific Literature},
booktitle = {New Trends in Databases and Information Systems, {ADBIS} 2019 Short
Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and
Doctoral Consortium, Bled, Slovenia, September 8-11, 2019, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1064},
pages = {28--36},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30278-8\_4},
doi = {10.1007/978-3-030-30278-8\_4},
timestamp = {Tue, 29 Dec 2020 18:28:21 +0100},
biburl = {https://dblp.org/rec/conf/adbis/CorsoPCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ant/PintoC19,
author = {Riccardo Pinto and
Tania Cerquitelli},
editor = {Elhadi M. Shakshuki and
Ansar{-}Ul{-}Haque Yasar},
title = {Robot fault detection and remaining life estimation for predictive
maintenance},
booktitle = {The 10th International Conference on Ambient Systems, Networks and
Technologies {(ANT} 2019) / The 2nd International Conference on Emerging
Data and Industry 4.0 {(EDI40} 2019) / Affiliated Workshops, April
29 - May 2, 2019, Leuven, Belgium},
series = {Procedia Computer Science},
volume = {151},
pages = {709--716},
publisher = {Elsevier},
year = {2019},
url = {https://doi.org/10.1016/j.procs.2019.04.094},
doi = {10.1016/J.PROCS.2019.04.094},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/ant/PintoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/ProtoVACBMM19,
author = {Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Tania Cerquitelli and
Elena Baralis and
Enrico Macii and
Alberto Macii},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading
Multi-Cycle Industrial Processes},
booktitle = {2019 {IEEE} International Congress on Big Data, BigData Congress 2019,
Milan, Italy, July 8-13, 2019},
pages = {139--143},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigDataCongress.2019.00032},
doi = {10.1109/BIGDATACONGRESS.2019.00032},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/ProtoVACBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/VenturaPACPBMM19,
author = {Francesco Ventura and
Stefano Proto and
Daniele Apiletti and
Tania Cerquitelli and
Simone Panicucci and
Elena Baralis and
Enrico Macii and
Alberto Macii},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {A New Unsupervised Predictive-Model Self-Assessment Approach That
SCALEs},
booktitle = {2019 {IEEE} International Congress on Big Data, BigData Congress 2019,
Milan, Italy, July 8-13, 2019},
pages = {144--148},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigDataCongress.2019.00033},
doi = {10.1109/BIGDATACONGRESS.2019.00033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/VenturaPACPBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birte/CerquitelliPVAB19,
author = {Tania Cerquitelli and
Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis},
title = {Towards a real-time unsupervised estimation of predictive model degradation},
booktitle = {Proceedings of the International Workshop on Real-Time Business Intelligence
and Analytics, {BIRTE} 2019, Los Angeles, CA, USA, August 26, 2019},
pages = {5:1--5:6},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3350489.3350494},
doi = {10.1145/3350489.3350494},
timestamp = {Wed, 09 Oct 2019 17:10:24 +0200},
biburl = {https://dblp.org/rec/conf/birte/CerquitelliPVAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caise/CerquitelliBMMN19,
author = {Tania Cerquitelli and
David Bowden and
Angelo Marguglio and
Lucrezia Morabito and
Chiara Napione and
Simone Panicucci and
Nikolaos Nikolakis and
Sotiris Makris and
Guido Coppo and
Salvatore Andolina and
Alberto Macii and
Enrico Macii and
Niamh O'Mahony and
Paul Becker and
Sven Jung},
editor = {Henderik A. Proper and
Janis Stirna},
title = {A Fog Computing Approach for Predictive Maintenance},
booktitle = {Advanced Information Systems Engineering Workshops - CAiSE 2019 International
Workshops, Rome, Italy, June 3-7, 2019, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {349},
pages = {139--147},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20948-3\_13},
doi = {10.1007/978-3-030-20948-3\_13},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caise/CerquitelliBMMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/CerquitelliCPCB19,
author = {Tania Cerquitelli and
Evelina Di Corso and
Stefano Proto and
Alfonso Capozzoli and
Fabio Bellotti and
Maria Giovanna Cassese and
Elena Baralis and
Marco Mellia and
Silvia Casagrande and
Martina Tamburini},
editor = {Paolo Papotti},
title = {Exploring energy performance certificates through visualization},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BigVis\_2.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/CerquitelliCPCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PintoPC19,
author = {Viviana Pinto and
Alan Perotti and
Tania Cerquitelli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Modeling Urban Traffic Data Through Graph-Based Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {216--225},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_23},
doi = {10.1007/978-3-030-16841-4\_23},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/inns/PintoPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08120,
author = {Tania Cerquitelli and
Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis},
title = {Automating concept-drift detection by self-evaluating predictive model
degradation},
journal = {CoRR},
volume = {abs/1907.08120},
year = {2019},
url = {http://arxiv.org/abs/1907.08120},
eprinttype = {arXiv},
eprint = {1907.08120},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04348,
author = {Francesco Ventura and
Tania Cerquitelli},
title = {What's in the box? Explaining the black-box model through an evaluation
of its interpretable features},
journal = {CoRR},
volume = {abs/1908.04348},
year = {2019},
url = {http://arxiv.org/abs/1908.04348},
eprinttype = {arXiv},
eprint = {1908.04348},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MorraCC18,
author = {Lia Morra and
Nunzia Coccia and
Tania Cerquitelli},
title = {Optimization of computer aided detection systems: An evolutionary
approach},
journal = {Expert Syst. Appl.},
volume = {100},
pages = {145--156},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.01.028},
doi = {10.1016/J.ESWA.2018.01.028},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MorraCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CaglieroCCGA18,
author = {Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Antonio Attanasio},
title = {Characterizing unpredictable patterns in Wireless Sensor Network data},
journal = {Inf. Sci.},
volume = {467},
pages = {149--162},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.08.002},
doi = {10.1016/J.INS.2018.08.002},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CaglieroCCGA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/VenturaCG18,
author = {Francesco Ventura and
Tania Cerquitelli and
Francesco Giacalone},
editor = {Andr{\'{a}}s Bencz{\'{u}}r and
Bernhard Thalheim and
Tom{\'{a}}s Horv{\'{a}}th and
Silvia Chiusano and
Tania Cerquitelli and
Csaba Istv{\'{a}}n Sidl{\'{o}} and
Peter Z. Revesz},
title = {Black-Box Model Explained Through an Assessment of Its Interpretable
Features},
booktitle = {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},
series = {Communications in Computer and Information Science},
volume = {909},
pages = {138--149},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00063-9\_15},
doi = {10.1007/978-3-030-00063-9\_15},
timestamp = {Mon, 03 Sep 2018 16:52:13 +0200},
biburl = {https://dblp.org/rec/conf/adbis/VenturaCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/DaraioCCC18,
author = {Elena Daraio and
Evelina Di Corso and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Andr{\'{a}}s Bencz{\'{u}}r and
Bernhard Thalheim and
Tom{\'{a}}s Horv{\'{a}}th and
Silvia Chiusano and
Tania Cerquitelli and
Csaba Istv{\'{a}}n Sidl{\'{o}} and
Peter Z. Revesz},
title = {Characterizing Air-Quality Data Through Unsupervised Analytics Methods},
booktitle = {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},
series = {Communications in Computer and Information Science},
volume = {909},
pages = {205--217},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00063-9\_20},
doi = {10.1007/978-3-030-00063-9\_20},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/DaraioCCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/ProtoCVC18,
author = {Stefano Proto and
Evelina Di Corso and
Francesco Ventura and
Tania Cerquitelli},
title = {Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation},
booktitle = {2018 {IEEE} International Congress on Big Data, BigData Congress 2018,
San Francisco, CA, USA, July 2-7, 2018},
pages = {33--40},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BigDataCongress.2018.00012},
doi = {10.1109/BIGDATACONGRESS.2018.00012},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/ProtoCVC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GiobergiaBCCMNT18,
author = {Flavio Giobergia and
Elena Baralis and
Maria Camuglia and
Tania Cerquitelli and
Marco Mellia and
Alessandra Neri and
Davide Tricarico and
Alessia Tuninetti},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Mining Sensor Data for Predictive Maintenance in the Automotive Industry},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {351--360},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00046},
doi = {10.1109/DSAA.2018.00046},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GiobergiaBCCMNT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/ApilettiBCMMPV18,
author = {Daniele Apiletti and
Claudia Barberis and
Tania Cerquitelli and
Alberto Macii and
Enrico Macii and
Massimo Poncino and
Francesco Ventura},
editor = {Jinjun Chen and
Laurence T. Yang},
title = {iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance
in Industry 4.0},
booktitle = {{IEEE} International Conference on Parallel {\&} Distributed Processing
with Applications, Ubiquitous Computing {\&} Communications, Big
Data {\&} Cloud Computing, Social Computing {\&} Networking,
Sustainable Computing {\&} Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom
2018, Melbourne, Australia, December 11-13, 2018},
pages = {924--931},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BDCloud.2018.00136},
doi = {10.1109/BDCLOUD.2018.00136},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispa/ApilettiBCMMPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/18/BaralisCCM18,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Rosa Meo},
editor = {Sergio Flesca and
Sergio Greco and
Elio Masciari and
Domenico Sacc{\`{a}}},
title = {Data Mining in Databases: Languages and Indices},
booktitle = {A Comprehensive Guide Through the Italian Database Research Over the
Last 25 Years},
series = {Studies in Big Data},
volume = {31},
pages = {341--351},
publisher = {Springer International Publishing},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-61893-7\_20},
doi = {10.1007/978-3-319-61893-7\_20},
timestamp = {Thu, 13 Jul 2017 09:04:08 +0200},
biburl = {https://dblp.org/rec/books/sp/18/BaralisCCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adbis/2018w,
editor = {Andr{\'{a}}s Bencz{\'{u}}r and
Bernhard Thalheim and
Tom{\'{a}}s Horv{\'{a}}th and
Silvia Chiusano and
Tania Cerquitelli and
Csaba Istv{\'{a}}n Sidl{\'{o}} and
Peter Z. Revesz},
title = {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},
series = {Communications in Computer and Information Science},
volume = {909},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00063-9},
doi = {10.1007/978-3-030-00063-9},
isbn = {978-3-030-00062-2},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/2018w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/ApilettiBCGPV17,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Fabio Pulvirenti and
Luca Venturini},
title = {Frequent Itemsets Mining for Big Data: {A} Comparative Analysis},
journal = {Big Data Res.},
volume = {9},
pages = {67--83},
year = {2017},
url = {https://doi.org/10.1016/j.bdr.2017.06.006},
doi = {10.1016/J.BDR.2017.06.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/ApilettiBCGPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/ApilettiBCGPM17,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Fabio Pulvirenti and
Pietro Michiardi},
title = {A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining
on High Dimensional Data},
journal = {Big Data Res.},
volume = {10},
pages = {53--69},
year = {2017},
url = {https://doi.org/10.1016/j.bdr.2017.10.004},
doi = {10.1016/J.BDR.2017.10.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/ApilettiBCGPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/CaglieroCCGX17,
author = {Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Xin Xiao},
title = {Predicting critical conditions in bicycle sharing systems},
journal = {Computing},
volume = {99},
number = {1},
pages = {39--57},
year = {2017},
url = {https://doi.org/10.1007/s00607-016-0505-x},
doi = {10.1007/S00607-016-0505-X},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/CaglieroCCGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/XiaoACC17,
author = {Xin Xiao and
Antonio Attanasio and
Silvia Chiusano and
Tania Cerquitelli},
title = {Twitter data laid almost bare: An insightful exploratory analyser},
journal = {Expert Syst. Appl.},
volume = {90},
pages = {501--517},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.08.017},
doi = {10.1016/J.ESWA.2017.08.017},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/XiaoACC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaralisCCGP17,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Fabio Pulvirenti},
title = {Discovering profitable stocks for intraday trading},
journal = {Inf. Sci.},
volume = {405},
pages = {91--106},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.04.013},
doi = {10.1016/J.INS.2017.04.013},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaralisCCGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/BehrendCCCEJKM017,
author = {Andreas Behrend and
Diego Calvanese and
Tania Cerquitelli and
Silvia Chiusano and
Christiane Engels and
St{\'{e}}phane Jean and
Natalija Kozmina and
B{\'{e}}atrice Markhoff and
Oscar Romero and
Sahar Vahdati},
editor = {Marite Kirikova and
Kjetil N{\o}rv{\aa}g and
George A. Papadopoulos and
Johann Gamper and
Robert Wrembel and
J{\'{e}}r{\^{o}}me Darmont and
Stefano Rizzi},
title = {New Trends in Databases and Information Systems: Contributions from
{ADBIS} 2017 Workshops},
booktitle = {New Trends in Databases and Information Systems - {ADBIS} 2017 Short
Papers and Workshops, AMSD, BigNovelTI, DAS, SW4CH, DC, Nicosia, Cyprus,
September 24-27, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {767},
pages = {111--122},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67162-8\_13},
doi = {10.1007/978-3-319-67162-8\_13},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/BehrendCCCEJKM017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CorsoVC17,
author = {Evelina Di Corso and
Francesco Ventura and
Tania Cerquitelli},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {All in a twitter: Self-tuning strategies for a deeper understanding
of a crisis tweet collection},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {3722--3726},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258369},
doi = {10.1109/BIGDATA.2017.8258369},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/CorsoVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/CorsoCPC17,
author = {Evelina Di Corso and
Tania Cerquitelli and
Marco Savino Piscitelli and
Alfonso Capozzoli},
editor = {Yulei Wu and
Geyong Min and
Nektarios Georgalas and
Ahmed Al{-}Dubi and
Xiaolong Jin and
Laurence T. Yang and
Jianhua Ma and
Po Yang},
title = {Exploring Energy Certificates of Buildings through Unsupervised Data
Mining Techniques},
booktitle = {2017 {IEEE} International Conference on Internet of Things (iThings)
and {IEEE} Green Computing and Communications (GreenCom) and {IEEE}
Cyber, Physical and Social Computing (CPSCom) and {IEEE} Smart Data
(SmartData), Exeter, United Kingdom, June 21-23, 2017},
pages = {991--998},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.152},
doi = {10.1109/ITHINGS-GREENCOM-CPSCOM-SMARTDATA.2017.152},
timestamp = {Thu, 01 Feb 2024 20:40:31 +0100},
biburl = {https://dblp.org/rec/conf/ithings/CorsoCPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CorsoCV17,
author = {Evelina Di Corso and
Tania Cerquitelli and
Francesco Ventura},
editor = {Ahmed Seffah and
Birgit Penzenstadler and
Carina Alves and
Xin Peng},
title = {Self-tuning techniques for large scale cluster analysis on textual
data collections},
booktitle = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
Morocco, April 3-7, 2017},
pages = {771--776},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3019612.3019661},
doi = {10.1145/3019612.3019661},
timestamp = {Wed, 01 Feb 2023 17:58:48 +0100},
biburl = {https://dblp.org/rec/conf/sac/CorsoCV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/CerquitelliCVC17,
author = {Tania Cerquitelli and
Evelina Di Corso and
Francesco Ventura and
Silvia Chiusano},
editor = {Sergio Flesca and
Sergio Greco and
Elio Masciari and
Domenico Sacc{\`{a}}},
title = {Prompting the data transformation activities for cluster analysis
on collections of documents},
booktitle = {Proceedings of the 25th Italian Symposium on Advanced Database Systems,
Squillace Lido (Catanzaro), Italy, June 25-29, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {2037},
pages = {226},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-2037/paper\_32.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sebd/CerquitelliCVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/CerquitelliCVC17,
author = {Tania Cerquitelli and
Evelina Di Corso and
Francesco Ventura and
Silvia Chiusano},
editor = {Rajendra Akerkar and
Alfredo Cuzzocrea and
Jannong Cao and
Mohand{-}Said Hacid},
title = {Data miners' little helper: data transformation activity cues for
cluster analysis on document collections},
booktitle = {Proceedings of the 7th International Conference on Web Intelligence,
Mining and Semantics, {WIMS} 2017, Amantea, Italy, June 19-22, 2017},
pages = {27:1--27:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3102254.3102288},
doi = {10.1145/3102254.3102288},
timestamp = {Tue, 06 Nov 2018 16:58:01 +0100},
biburl = {https://dblp.org/rec/conf/wims/CerquitelliCVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CerquitelliCX16,
author = {Tania Cerquitelli and
Silvia Chiusano and
Xin Xiao},
title = {Exploiting clustering algorithms in a multiple-level fashion: {A}
comparative study in the medical care scenario},
journal = {Expert Syst. Appl.},
volume = {55},
pages = {297--312},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.02.005},
doi = {10.1016/J.ESWA.2016.02.005},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CerquitelliCX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CerquitelliSM16,
author = {Tania Cerquitelli and
Antonio Servetti and
Enrico Masala},
title = {Discovering users with similar internet access performance through
cluster analysis},
journal = {Expert Syst. Appl.},
volume = {64},
pages = {536--548},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.08.025},
doi = {10.1016/J.ESWA.2016.08.025},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CerquitelliSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ApilettiBCGGMV16,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Danilo Giordano and
Marco Mellia and
Luca Venturini},
title = {SeLINA: {A} Self-Learning Insightful Network Analyzer},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {13},
number = {3},
pages = {696--710},
year = {2016},
url = {https://doi.org/10.1109/TNSM.2016.2597443},
doi = {10.1109/TNSM.2016.2597443},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/ApilettiBCGGMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaralisCC16,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli},
title = {Supporting stock trading in multiple foreign markets: a multilingual
news summarization approach},
booktitle = {Proceedings of the Second International Workshop on Data Science for
Macro-Modeling, DSMM@SIGMOD 2016, San Francisco, CA, USA, June 26
- July 1, 2016},
pages = {3:1--3:6},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2951894.2951897},
doi = {10.1145/2951894.2951897},
timestamp = {Tue, 06 Nov 2018 16:57:43 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BaralisCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/CerquitelliC16,
author = {Tania Cerquitelli and
Evelina Di Corso},
editor = {Themis Palpanas and
Kostas Stefanidis},
title = {Characterizing Thermal Energy Consumption through Exploratory Data
Mining Algorithms},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2016 Joint Conference,
{EDBT/ICDT} Workshops 2016, Bordeaux, France, March 15, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1558},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1558/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:44 +0100},
biburl = {https://dblp.org/rec/conf/edbt/CerquitelliC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/CaglieroCCGR16,
author = {Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Giuseppe Ricupero},
editor = {Paul Lukowicz and
Antonio Kr{\"{u}}ger and
Andreas Bulling and
Youn{-}Kyung Lim and
Shwetak N. Patel},
title = {Discovering air quality patterns in urban environments},
booktitle = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing and Proceedings of the 2016 {ACM} International
Symposium on Wearable Computers, UbiComp/ISWC Adjunct 2016, Heidelberg,
Germany, September 12-16, 2016},
pages = {25--28},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2968219.2971458},
doi = {10.1145/2968219.2971458},
timestamp = {Tue, 26 Mar 2024 12:15:04 +0100},
biburl = {https://dblp.org/rec/conf/huc/CaglieroCCGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CerquitelliBMC16,
author = {Tania Cerquitelli and
Elena Baralis and
Lia Morra and
Silvia Chiusano},
title = {Data mining for better healthcare: {A} path towards automated data
analysis?},
booktitle = {32nd {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2016, Helsinki, Finland, May 16-20, 2016},
pages = {60--63},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDEW.2016.7495617},
doi = {10.1109/ICDEW.2016.7495617},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/CerquitelliBMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iisa/AttanasioCC16,
author = {Antonio Attanasio and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Nikolaos G. Bourbakis and
George A. Tsihrintzis and
Maria Virvou and
Despina Kavraki},
title = {Supporting the analysis of urban data through NoSQL technologies},
booktitle = {7th International Conference on Information, Intelligence, Systems
{\&} Applications, {IISA} 2016, Chalkidiki, Greece, July 13-15,
2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IISA.2016.7785334},
doi = {10.1109/IISA.2016.7785334},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iisa/AttanasioCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/BaralisCCGK16,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Mohammad Reza Kavoosifar},
editor = {Petar Biljanovic and
Zeljko Butkovic and
Karolj Skala and
Tihana Galinac Grbac and
Marina Cicin{-}Sain and
Vlado Sruk and
Slobodan Ribaric and
Stjepan Gros and
Boris Vrdoljak and
Mladen Mauher and
Edvard Tijan and
Dino Lukman},
title = {Analyzing air pollution on the urban environment},
booktitle = {39th International Convention on Information and Communication Technology,
Electronics and Microelectronics, {MIPRO} 2016, Opatija, Croatia,
May 30 - June 3, 2016},
pages = {1464--1469},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/MIPRO.2016.7522370},
doi = {10.1109/MIPRO.2016.7522370},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/mipro/BaralisCCGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/ApilettiBCGV16,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Luca Venturini},
editor = {Sema Oktug and
Mehmet Ulema and
Cicek Cavdar and
Lisandro Zambenedetti Granville and
Carlos Raniery Paula dos Santos},
title = {SaFe-NeC: {A} scalable and flexible system for network data characterization},
booktitle = {2016 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
2016, Istanbul, Turkey, April 25-29, 2016},
pages = {812--816},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/NOMS.2016.7502905},
doi = {10.1109/NOMS.2016.7502905},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/noms/ApilettiBCGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/CaglieroCCGRX16,
author = {Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Giuseppe Ricupero and
Xin Xiao},
title = {Modeling Correlations among Air Pollution-Related Data through Generalized
Association Rules},
booktitle = {2016 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2016, St Louis, MO, USA, May 18-20, 2016},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SMARTCOMP.2016.7501707},
doi = {10.1109/SMARTCOMP.2016.7501707},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/CaglieroCCGRX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adbis/2016w,
editor = {Mirjana Ivanovic and
Bernhard Thalheim and
Barbara Catania and
Klaus{-}Dieter Schewe and
Marite Kirikova and
Petr Saloun and
Ajantha Dahanayake and
Tania Cerquitelli and
Elena Baralis and
Pietro Michiardi},
title = {New Trends in Databases and Information Systems - {ADBIS} 2016 Short
Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August
28-31, 2016, Proceedings},
series = {Communications in Computer and Information Science},
volume = {637},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44066-8},
doi = {10.1007/978-3-319-44066-8},
isbn = {978-3-319-44065-1},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/2016w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaralisCCG15,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alberto Grand},
title = {Scalable out-of-core itemset mining},
journal = {Inf. Sci.},
volume = {293},
pages = {146--162},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.073},
doi = {10.1016/J.INS.2014.08.073},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaralisCCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaralisCCCG15,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza},
title = {Digging deep into weighted patient data through multiple-level patterns},
journal = {Inf. Sci.},
volume = {322},
pages = {51--71},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2015.06.006},
doi = {10.1016/J.INS.2015.06.006},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaralisCCCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/AntonelliBBCCCG15,
author = {Dario Antonelli and
Elena Baralis and
Giulia Bruno and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Naeem Ahmed Mahoto},
title = {MeTA: Characterization of Medical Treatments at Different Abstraction
Levels},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {4},
pages = {57:1--57:25},
year = {2015},
url = {https://doi.org/10.1145/2700479},
doi = {10.1145/2700479},
timestamp = {Sat, 11 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/AntonelliBBCCCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/AcquavivaAABBCC15,
author = {Andrea Acquaviva and
Daniele Apiletti and
Antonio Attanasio and
Elena Baralis and
Lorenzo Bottaccioli and
Federico Boni Castagnetti and
Tania Cerquitelli and
Silvia Chiusano and
Enrico Macii and
Dario Martellacci and
Edoardo Patti},
editor = {Barbara Carminati and
Latifur Khan},
title = {Energy Signature Analysis: Knowledge at Your Fingertips},
booktitle = {2015 {IEEE} International Congress on Big Data, New York City, NY,
USA, June 27 - July 2, 2015},
pages = {543--550},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigDataCongress.2015.85},
doi = {10.1109/BIGDATACONGRESS.2015.85},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/AcquavivaAABBCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/BaralisCCGMSX15,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Andrea Giordano and
Alessandro Mezzani and
Davide Susta and
Xin Xiao},
editor = {Caetano Traina Jr. and
Pedro Pereira Rodrigues and
Bridget Kane and
Paulo Mazzoncini de Azevedo Marques and
Agma Juci Machado Traina},
title = {Predicting Cardiopulmonary Response to Incremental Exercise Test},
booktitle = {28th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2015, Sao Carlos, Brazil, June 22-25, 2015},
pages = {135--140},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CBMS.2015.60},
doi = {10.1109/CBMS.2015.60},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/BaralisCCGMSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Acquaviva15,
author = {Andrea Acquaviva and
Daniele Apiletti and
Antonio Attanasio and
Elena Baralis and
Federico Boni Castagnetti and
Tania Cerquitelli and
Silvia Chiusano and
Enrico Macii and
Dario Martellacci and
Edoardo Patti},
editor = {Peter M. Fischer and
Gustavo Alonso and
Marcelo Arenas and
Floris Geerts},
title = {Enhancing Energy Awareness Through the Analysis of Thermal Energy
Consumption},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2015 Joint Conference
(EDBT/ICDT), Brussels, Belgium, March 27th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1330},
pages = {64--71},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1330/paper-12.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Acquaviva15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CaglieroCCGNPV15,
author = {Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Pierangelo Garino and
Marco Nardone and
Barbara Pralio and
Luca Venturini},
title = {Monitoring the citizens' perception on urban security in Smart City
environments},
booktitle = {31st {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2015, Seoul, South Korea, April 13-17, 2015},
pages = {112--116},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDEW.2015.7129559},
doi = {10.1109/ICDEW.2015.7129559},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/CaglieroCCGNPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ApilettiBCGMP15,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Pietro Michiardi and
Fabio Pulvirenti},
title = {PaMPa-HD: {A} Parallel MapReduce-Based Frequent Pattern Miner for
High-Dimensional Data},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {839--846},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.18},
doi = {10.1109/ICDMW.2015.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ApilettiBCGMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kcap/ChiattiDCL15,
author = {Agnese Chiatti and
Zlatan Dragisic and
Tania Cerquitelli and
Patrick Lambrix},
editor = {Ken Barker and
Jos{\'{e}} Manu{\'{e}}l G{\'{o}}mez{-}P{\'{e}}rez},
title = {Reducing the search space in ontology alignment using clustering techniques
and topic identification},
booktitle = {Proceedings of the 8th International Conference on Knowledge Capture,
{K-CAP} 2015, Palisades, NY, USA, October 7-10, 2015},
pages = {21:1--21:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2815833.2816959},
doi = {10.1145/2815833.2816959},
timestamp = {Sun, 25 Oct 2020 22:55:43 +0100},
biburl = {https://dblp.org/rec/conf/kcap/ChiattiDCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CaglieroCGG14,
author = {Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Luigi Grimaudo},
title = {Misleading Generalized Itemset discovery},
journal = {Expert Syst. Appl.},
volume = {41},
number = {4},
pages = {1400--1410},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2013.08.039},
doi = {10.1016/J.ESWA.2013.08.039},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CaglieroCGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaralisCCDG14,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Vincenzo D'Elia and
Paolo Garza},
title = {Expressive generalized itemsets},
journal = {Inf. Sci.},
volume = {278},
pages = {327--343},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.03.056},
doi = {10.1016/J.INS.2014.03.056},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaralisCCDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/CaglieroCGG14,
author = {Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Luigi Grimaudo},
title = {Twitter data analysis by means of Strong Flipping Generalized Itemsets},
journal = {J. Syst. Softw.},
volume = {94},
pages = {16--29},
year = {2014},
url = {https://doi.org/10.1016/j.jss.2014.03.060},
doi = {10.1016/J.JSS.2014.03.060},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/CaglieroCGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/BrunoCCX14,
author = {Giulia Bruno and
Tania Cerquitelli and
Silvia Chiusano and
Xin Xiao},
title = {A Clustering-Based Approach to Analyse Examinations for Diabetic Patients},
booktitle = {2014 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2014, Verona, Italy, September 15-17, 2014},
pages = {45--50},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICHI.2014.14},
doi = {10.1109/ICHI.2014.14},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/BrunoCCX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/BaralisCCCGGP14,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Luigi Grimaudo and
Fabio Pulvirenti},
title = {Misleading Generalized Itemset Mining in the Cloud},
booktitle = {{IEEE} International Symposium on Parallel and Distributed Processing
with Applications, {ISPA} 2014, Milan, Italy, August 26-28, 2014},
pages = {211--216},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISPA.2014.36},
doi = {10.1109/ISPA.2014.36},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ispa/BaralisCCCGGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisCCCGPG14,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo and
Fabio Pulvirenti and
Paolo Garza},
editor = {Sergio Greco and
Antonio Picariello},
title = {MGI-Cloud: discovery of misleading generalized itemsets},
booktitle = {22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014,
Sorrento Coast, Italy, June 16-18, 2014},
pages = {45--52},
year = {2014},
timestamp = {Fri, 14 Nov 2014 14:33:58 +0100},
biburl = {https://dblp.org/rec/conf/sebd/BaralisCCCGPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/BaralisCCCGGP14,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza and
Luigi Grimaudo and
Fabio Pulvirenti},
title = {{NEMICO:} Mining Network Data through Cloud-Based Data Mining Techniques},
booktitle = {Proceedings of the 7th {IEEE/ACM} International Conference on Utility
and Cloud Computing, {UCC} 2014, London, United Kingdom, December
8-11, 2014},
pages = {503--504},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/UCC.2014.72},
doi = {10.1109/UCC.2014.72},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ucc/BaralisCCCGGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adbis/2013-2,
editor = {Barbara Catania and
Tania Cerquitelli and
Silvia Chiusano and
Giovanna Guerrini and
Mirko K{\"{a}}mpf and
Alfons Kemper and
Boris Novikov and
Themis Palpanas and
Jaroslav Pokorn{\'{y}} and
Athena Vakali},
title = {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}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-01863-8},
doi = {10.1007/978-3-319-01863-8},
isbn = {978-3-319-01862-1},
timestamp = {Sat, 23 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adbis/2013-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/BaralisBCCM13,
author = {Elena Baralis and
Andrea Bianco and
Tania Cerquitelli and
Luca Chiaraviglio and
Marco Mellia},
title = {NetCluster: {A} clustering-based framework to analyze internet passive
measurements data},
journal = {Comput. Networks},
volume = {57},
number = {17},
pages = {3300--3315},
year = {2013},
url = {https://doi.org/10.1016/j.comnet.2013.07.019},
doi = {10.1016/J.COMNET.2013.07.019},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/BaralisBCCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AntonelliBBCCM13,
author = {Dario Antonelli and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli and
Silvia Chiusano and
Naeem Ahmed Mahoto},
title = {Analysis of diabetic patients through their examination history},
journal = {Expert Syst. Appl.},
volume = {40},
number = {11},
pages = {4672--4678},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2013.02.006},
doi = {10.1016/J.ESWA.2013.02.006},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/AntonelliBBCCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/BaralisCCDMS13,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Vincenzo D'Elia and
Riccardo Molinari and
Davide Susta},
title = {Early prediction of the highest workload in incremental cardiopulmonary
tests},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {70:1--70:20},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508051},
doi = {10.1145/2508037.2508051},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/BaralisCCDMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/AmeurABCCCGGKKKLNPPRV13,
author = {Yamine A{\"{\i}}t Ameur and
Witold Andrzejewski and
Ladjel Bellatreche and
Barbara Catania and
Tania Cerquitelli and
Silvia Chiusano and
Matteo Golfarelli and
Giovanna Guerrini and
Krzysztof Kaczmarski and
Mirko K{\"{a}}mpf and
Alfons Kemper and
Tobias Lauer and
Boris Novikov and
Themis Palpanas and
Jaroslav Pokorn{\'{y}} and
Stefano Rizzi and
Athena Vakali},
editor = {Barbara Catania and
Tania Cerquitelli and
Silvia Chiusano and
Giovanna Guerrini and
Mirko K{\"{a}}mpf and
Alfons Kemper and
Boris Novikov and
Themis Palpanas and
Jaroslav Pokorn{\'{y}} and
Athena Vakali},
title = {New Trends in Databases and Information Systems: Contributions from
{ADBIS} 2013},
booktitle = {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}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
pages = {1--13},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01863-8\_1},
doi = {10.1007/978-3-319-01863-8\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adbis/AmeurABCCCGGKKKLNPPRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/BaralisCCCG13,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Silvia Chiusano and
Paolo Garza},
title = {Frequent weighted itemset mining from gene expression data},
booktitle = {13th {IEEE} International Conference on BioInformatics and BioEngineering,
{BIBE} 2013, Chania, Greece, November 10-13, 2013},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBE.2013.6701681},
doi = {10.1109/BIBE.2013.6701681},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/BaralisCCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BaralisCCG13,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alberto Grand},
editor = {Chee Yong Chan and
Jiaheng Lu and
Kjetil N{\o}rv{\aa}g and
Egemen Tanin},
title = {P-Mine: Parallel itemset mining on large datasets},
booktitle = {Workshops Proceedings of the 29th {IEEE} International Conference
on Data Engineering, {ICDE} 2013, Brisbane, Australia, April 8-12,
2013},
pages = {266--271},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDEW.2013.6547461},
doi = {10.1109/ICDEW.2013.6547461},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BaralisCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/BaralisCCGX13,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo and
Xin Xiao},
editor = {Alfredo Cuzzocrea and
Sofian Maabout},
title = {Analysis of Twitter Data Using a Multiple-level Clustering Strategy},
booktitle = {Model and Data Engineering - Third International Conference, {MEDI}
2013, Amantea, Italy, September 25-27, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8216},
pages = {13--24},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41366-7\_2},
doi = {10.1007/978-3-642-41366-7\_2},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medi/BaralisCCGX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/ApilettiBCCG13,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo},
editor = {Francesco Buccafurri and
Domenico Sacc{\`{a}}},
title = {Association Rule Mining as a Cloud-Based Service},
booktitle = {21st Italian Symposium on Advanced Database Systems, {SEBD} 2013,
Roccella Jonica, Reggio Calabria, Italy, June 30 - July 4, 2013},
pages = {461--468},
publisher = {Curran Associates},
year = {2013},
timestamp = {Tue, 14 Nov 2017 16:36:25 +0100},
biburl = {https://dblp.org/rec/conf/sebd/ApilettiBCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/ApilettiBCCG13,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo},
title = {SeaRum: {A} Cloud-Based Service for Association Rule Mining},
booktitle = {12th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2013 / 11th {IEEE} International
Symposium on Parallel and Distributed Processing with Applications,
{ISPA-13} / 12th {IEEE} International Conference on Ubiquitous Computing
and Communications, IUCC-2013, Melbourne, Australia, July 16-18, 2013},
pages = {1283--1290},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/TrustCom.2013.153},
doi = {10.1109/TRUSTCOM.2013.153},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/ApilettiBCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaralisCCG12,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Paolo Garza},
title = {Generalized association rule mining with constraints},
journal = {Inf. Sci.},
volume = {194},
pages = {68--84},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2011.05.016},
doi = {10.1016/J.INS.2011.05.016},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaralisCCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijswis/CaglieroCG11,
author = {Luca Cagliero and
Tania Cerquitelli and
Paolo Garza},
title = {Semi-Automatic Ontology Construction by Exploiting Functional Dependencies
and Association Rules},
journal = {Int. J. Semantic Web Inf. Syst.},
volume = {7},
number = {2},
pages = {1--22},
year = {2011},
url = {https://doi.org/10.4018/jswis.2011040101},
doi = {10.4018/JSWIS.2011040101},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijswis/CaglieroCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BaralisCCGM11,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Marco Marchetti},
title = {CAS-Mine: providing personalized services in context-aware applications
by means of generalized rules},
journal = {Knowl. Inf. Syst.},
volume = {28},
number = {2},
pages = {283--310},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0359-z},
doi = {10.1007/S10115-010-0359-Z},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/BaralisCCGM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ApilettiBC11,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli},
title = {Energy-saving models for wireless sensor networks},
journal = {Knowl. Inf. Syst.},
volume = {28},
number = {3},
pages = {615--644},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0328-6},
doi = {10.1007/S10115-010-0328-6},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ApilettiBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/BaralisCCGG11,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alberto Grand and
Luigi Grimaudo},
editor = {Andreas K{\"{o}}nig and
Andreas Dengel and
Knut Hinkelmann and
Koichi Kise and
Robert J. Howlett and
Lakhmi C. Jain},
title = {An Efficient Itemset Mining Approach for Data Streams},
booktitle = {Knowlege-Based and Intelligent Information and Engineering Systems
- 15th International Conference, {KES} 2011, Kaiserslautern, Germany,
September 12-14, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6882},
pages = {515--523},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23863-5\_53},
doi = {10.1007/978-3-642-23863-5\_53},
timestamp = {Fri, 13 Sep 2019 15:47:24 +0200},
biburl = {https://dblp.org/rec/conf/kes/BaralisCCGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/CerquitelliFG11,
author = {Tania Cerquitelli and
Alessandro Fiori and
Alberto Grand},
editor = {Eric Pardede},
title = {Community-Contributed Media Collections: Knowledge at Our Fingertips},
booktitle = {Community-Built Databases - Research and Development},
pages = {21--47},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19047-6\_2},
doi = {10.1007/978-3-642-19047-6\_2},
timestamp = {Tue, 16 May 2017 14:01:33 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/CerquitelliFG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/BaralisCC10,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano},
title = {Constrained itemset mining on a sequence of incoming data blocks},
journal = {Int. J. Intell. Syst.},
volume = {25},
number = {5},
pages = {389--410},
year = {2010},
url = {https://doi.org/10.1002/int.20404},
doi = {10.1002/INT.20404},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/BaralisCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/BaralisCCDMS10,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Vincenzo D'Elia and
Riccardo Molinari and
Davide Susta},
editor = {Tharam S. Dillon and
Daniel L. Rubin and
William M. Gallagher and
Amandeep S. Sidhu and
Alexey Tsymbal},
title = {Predicting the highest workload in cardiopulmonary test},
booktitle = {{IEEE} 23rd International Symposium on Computer-Based Medical Systems
{(CBMS} 2010), Perth, Australia, October 12-15, 2010},
pages = {32--37},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CBMS.2010.6042610},
doi = {10.1109/CBMS.2010.6042610},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/BaralisCCDMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/BaralisCCDG10,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Vincenzo D'Elia and
Paolo Garza},
title = {Support driven opportunistic aggregation for generalized itemset extraction},
booktitle = {5th {IEEE} International Conference on Intelligent Systems, {IS} 2010,
7-9 July 2010, University of Westminster, London, {UK}},
pages = {102--107},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IS.2010.5548348},
doi = {10.1109/IS.2010.5548348},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/is/BaralisCCDG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/BaralisCCG10,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alberto Grand},
title = {Array-Tree: {A} persistent data structure to compactly store frequent
itemsets},
booktitle = {5th {IEEE} International Conference on Intelligent Systems, {IS} 2010,
7-9 July 2010, University of Westminster, London, {UK}},
pages = {108--113},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IS.2010.5548388},
doi = {10.1109/IS.2010.5548388},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/is/BaralisCCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BaralisCC10,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {A persistent HY-Tree to efficiently support itemset mining on large
datasets},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1060--1064},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774309},
doi = {10.1145/1774088.1774309},
timestamp = {Sun, 02 Jun 2019 21:18:37 +0200},
biburl = {https://dblp.org/rec/conf/sac/BaralisCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisCCG10,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alberto Grand},
editor = {Sonia Bergamaschi and
Stefano Lodi and
Riccardo Martoglia and
Claudio Sartori},
title = {Compactly Storing Frequent Itemsets (Extended Abstract)},
booktitle = {Proceedings of the Eighteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2010, Rimini, Italy, June 20-23, 2010},
pages = {118--125},
publisher = {Esculapio Editore},
year = {2010},
timestamp = {Sat, 05 Nov 2016 11:53:38 +0100},
biburl = {https://dblp.org/rec/conf/sebd/BaralisCCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ApilettiBCD09,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Vincenzo D'Elia},
title = {Characterizing network traffic by means of the NetMine framework},
journal = {Comput. Networks},
volume = {53},
number = {6},
pages = {774--789},
year = {2009},
url = {https://doi.org/10.1016/j.comnet.2008.12.011},
doi = {10.1016/J.COMNET.2008.12.011},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/ApilettiBCD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ApilettiBBC09,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
title = {Real-Time Analysis of Physiological Data to Support Medical Applications},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {13},
number = {3},
pages = {313--321},
year = {2009},
url = {https://doi.org/10.1109/TITB.2008.2010702},
doi = {10.1109/TITB.2008.2010702},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ApilettiBBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BaralisCC09,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano},
title = {IMine: Index Support for Item Set Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {4},
pages = {493--506},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.180},
doi = {10.1109/TKDE.2008.180},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/BaralisCC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/BaralisBCCM09,
author = {Elena Baralis and
Andrea Bianco and
Tania Cerquitelli and
Luca Chiaraviglio and
Marco Mellia},
title = {NetCluster: {A} Clustering-Based Framework for Internet Tomography},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2009, Dresden, Germany, 14-18 June 2009},
pages = {1--5},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICC.2009.5199216},
doi = {10.1109/ICC.2009.5199216},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icc/BaralisBCCM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/BaralisCCGM09,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Marco Marchetti},
editor = {Juan D. Vel{\'{a}}squez and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Context-Aware User and Service Profiling by Means of Generalized Association
Rules},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems,
13th International Conference, {KES} 2009, Santiago, Chile, September
28-30, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5712},
pages = {50--57},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04592-9\_7},
doi = {10.1007/978-3-642-04592-9\_7},
timestamp = {Thu, 02 Jun 2022 16:47:22 +0200},
biburl = {https://dblp.org/rec/conf/kes/BaralisCCGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisCCGM09,
author = {Elena Baralis and
Luca Cagliero and
Tania Cerquitelli and
Paolo Garza and
Marco Marchetti},
editor = {Valeria De Antonellis and
Silvana Castano and
Barbara Catania and
Giovanna Guerrini},
title = {Generalized Association Rules to Support Context-aware User and Service
Profiling},
booktitle = {Proceedings of the Seventeenth Italian Symposium on Advanced Database
Systems, {SEBD} 2009, Camogli, Italy, June 21-24, 2009},
pages = {101--108},
publisher = {Edizioni Seneca},
year = {2009},
timestamp = {Thu, 11 Mar 2010 12:55:33 +0100},
biburl = {https://dblp.org/rec/conf/sebd/BaralisCCGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/ApilettiBCD08,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Vincenzo D'Elia},
editor = {Salvatore Gaglio and
Ignazio Infantino and
Domenico Sacc{\`{a}}},
title = {Generalized association rules to support Network Digest analysis},
booktitle = {Proceedings of the Sixteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2008, 22-25 June 2008, Mondello, PA, Italy},
pages = {101--108},
year = {2008},
timestamp = {Wed, 30 Jul 2008 22:08:18 +0200},
biburl = {https://dblp.org/rec/conf/sebd/ApilettiBCD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ApilettiBBC08,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
editor = {Panagiotis Chountas and
Ilias Petrounias and
Janusz Kacprzyk},
title = {Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation},
booktitle = {Intelligent Techniques and Tools for Novel System Architectures},
volume = {109},
pages = {219--236},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77623-9\_13},
doi = {10.1007/978-3-540-77623-9\_13},
timestamp = {Sat, 30 Sep 2023 10:30:33 +0200},
biburl = {https://dblp.org/rec/series/sci/ApilettiBBC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BaralisCC08,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Panagiotis Chountas and
Ilias Petrounias and
Janusz Kacprzyk},
title = {Indexing Evolving Databases for Itemset Mining},
booktitle = {Intelligent Techniques and Tools for Novel System Architectures},
volume = {109},
pages = {305--323},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77623-9\_18},
doi = {10.1007/978-3-540-77623-9\_18},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/BaralisCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/ApilettiBBC07,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
title = {SAPhyRA: Stream Analysis for Physiological Risk Assessment},
booktitle = {20th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2007), 20-22 June 2007, Maribor, Slovenia},
pages = {193--198},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CBMS.2007.95},
doi = {10.1109/CBMS.2007.95},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/ApilettiBBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/BaralisCD07,
author = {Elena Baralis and
Tania Cerquitelli and
Vincenzo D'Elia},
title = {Modeling a Sensor Network by means of Clustering},
booktitle = {18th International Workshop on Database and Expert Systems Applications
{(DEXA} 2007), 3-7 September 2007, Regensburg, Germany},
pages = {177--181},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/DEXA.2007.23},
doi = {10.1109/DEXA.2007.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/BaralisCD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisC06,
author = {Elena Baralis and
Tania Cerquitelli},
editor = {Valeria De Antonellis and
Claudia Diamantini and
Paolo Tiberio},
title = {Selecting Representatives in a Sensor Network},
booktitle = {Proceedings of the Fourteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2006, Portonovo (Ancona), Italy, 18-21 June 2006},
pages = {351--360},
year = {2006},
timestamp = {Thu, 12 Jul 2018 08:14:41 +0200},
biburl = {https://dblp.org/rec/conf/sebd/BaralisC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BaralisCC05,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {Index Support for Frequent Itemset Mining in a Relational {DBMS}},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {754--765},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.80},
doi = {10.1109/ICDE.2005.80},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BaralisCC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisCCM05,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Diego Mostile},
editor = {Andrea Cal{\`{\i}} and
Diego Calvanese and
Enrico Franconi and
Maurizio Lenzerini and
Letizia Tanca},
title = {Index Support for Mining Data Streams in a Relational {DBMS}},
booktitle = {Proceedings of the Thirteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2005, Brixen-Bressanone (near Bozen-Bolzano), Italy,
June 19-22, 2005},
pages = {240--247},
year = {2005},
timestamp = {Mon, 27 Jun 2005 14:46:36 +0200},
biburl = {https://dblp.org/rec/conf/sebd/BaralisCCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/BaralisCCLP04,
author = {Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Alice Lottini and
Lorena Pansa},
editor = {Maristella Agosti and
Nicoletta Dess{\`{\i}} and
Fabio Alberto Schreiber},
title = {Frequent Itemset Mining in a Relational {DBMS}},
booktitle = {Proceedings of the Twelfth Italian Symposium on Advanced Database
Systems, {SEBD} 2004, S. Margherita di Pula, Cagliari, Italy, June
21-23, 2004},
pages = {158--165},
year = {2004},
timestamp = {Wed, 15 Jan 2020 18:09:51 +0100},
biburl = {https://dblp.org/rec/conf/sebd/BaralisCCLP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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