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Andrea Brunello

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2020 – today

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2024
[j15]
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Andrea Brunello, Danilo Croce:
Special Issue: Selected papers from the AIxIA 2023 Workshops. Intelligenza Artificiale 18(1): 5-8 (2024)
[c14]
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Andrea Brunello, Luca Geatti, Angelo Montanari, Nicola Saccomanno:
Learning What to Monitor: Using Machine Learning to Improve past STL Monitoring. IJCAI 2024: 3270-3280
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Andrea Brunello, Alessandro Gianola, Fabio Mogavero:
Short Paper Proceedings of the 5th Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis hosted by the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 7, 2023. CEUR Workshop Proceedings 3629, CEUR-WS.org 2024 [contents]
2023
[j14]
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Andrea Brunello, Dario Della Monica, Angelo Montanari, Nicola Saccomanno, Andrea Urgolo:
Monitors That Learn From Failures: Pairing STL and Genetic Programming. IEEE Access 11: 57349-57364 (2023)
[j13]
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Andrea Brunello, Angelo Montanari, Nicola Saccomanno:
Towards interpretability in fingerprint based indoor positioning: May attention be with us. Expert Syst. Appl. 231: 120679 (2023)
[j12]
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Andrea Brunello, Andrea Dalla Torre, Paolo Gallo, Donatella Gubiani, Angelo Montanari, Nicola Saccomanno:
Crowdsourced Reconstruction of Cellular Networks to Serve Outdoor Positioning: Modeling, Validation and Analysis. Sensors 23(1): 352 (2023)
[c13]
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  - conf/aiia/BrunelloCLMS023
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Andrea Brunello, Emanuela Colombi, Alessandro Locaputo, Stefano Magnani, Nicola Saccomanno, Giuseppe Serra:
Usage of Language Model for the Filling of Lacunae in Ancient Latin Inscriptions: A Case Study (full paper). IAI4CH@AI*IA 2023: 113-125
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Nicola Saccomanno, Andrea Brunello, Angelo Montanari:
Towards Learning an Optimal Metric for Fingerprint-based Localisation. MobiCom 2023: 132:1-132:3
[i3]
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  - journals/corr/abs-2302-05179
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Andrea Bernardini, Andrea Brunello, Gian Luigi Gigli, Angelo Montanari, Nicola Saccomanno:
AIOSA: An approach to the automatic identification of obstructive sleep apnea events based on deep learning. CoRR abs/2302.05179 (2023)
2022
[j11]
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Andrea Brunello, Angelo Montanari, Nicola Saccomanno:
A Framework for Indoor Positioning Including Building Topology. IEEE Access 10: 114959-114974 (2022)
[j10]
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Andrea Brunello, Angelo Montanari, Nicola Saccomanno:
A genetic programming approach to WiFi fingerprint meta-distance learning. Pervasive Mob. Comput. 85: 101681 (2022)
[i2]
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  - journals/corr/abs-2203-06396
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Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco:
A combined approach to the analysis of speech conversations in a contact center domain. CoRR abs/2203.06396 (2022)
2021
[j9]
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Andrea Bernardini, Andrea Brunello, Gian Luigi Gigli, Angelo Montanari, Nicola Saccomanno:
AIOSA: An approach to the automatic identification of obstructive sleep apnea events based on deep learning. Artif. Intell. Medicine 118: 102133 (2021)
[j8]
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  - journals/sensors/BrunelloUPMM21
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Andrea Brunello, Andrea Urgolo, Federico Pittino, András Montvay, Angelo Montanari:
Virtual Sensing and Sensors Selection for Efficient Temperature Monitoring in Indoor Environments. Sensors 21(8): 2728 (2021)
2020
[j7]
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  - journals/ipm/RoiteroBSM20
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Kevin Roitero, Andrea Brunello, Giuseppe Serra, Stefano Mizzaro:
Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations. Inf. Process. Manag. 57(2): 102149 (2020)
[c11]
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Andrea Brunello, Martin Kraft, Angelo Montanari, Federico Pittino, Andrea Urgolo:
Virtual Sensing of Temperatures in Indoor Environments: A Case Study. ICDM (Workshops) 2020: 805-810
[c10]
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Nicola Saccomanno, Andrea Brunello, Angelo Montanari:
Let's Forget About Exact Signal Strength: Indoor Positioning based on Access Point Ranking and Recurrent Neural Networks. MobiQuitous 2020: 215-224
[c9]
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Andrea Brunello, Dario Della Monica, Angelo Montanari, Andrea Urgolo:
Learning How to Monitor: Pairing Monitoring and Learning for Online System Verification. OVERLAY 2020: 83-88
[i1]
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  - journals/corr/abs-2003-04952
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Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan:
Interval Temporal Logic Decision Tree Learning. CoRR abs/2003.04952 (2020)

2010 – 2019

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2019
[j6]
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  - journals/computers/BrunelloMMS19
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Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco:
J48SS: A Novel Decision Tree Approach for the Handling of Sequential and Time Series Data. Comput. 8(1): 21 (2019)
[j5]
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Andrea Brunello, Fernando Jiménez, Enrico Marzano, Angelo Montanari, Gracia Sánchez, Guido Sciavicco:
Multiobjective evolutionary feature selection and fuzzy classification of contact centre data. Expert Syst. J. Knowl. Eng. 36(3) (2019)
[j4]
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Andrea Brunello, Paolo Gallo, Enrico Marzano, Angelo Montanari, Nicola Vitacolonna:
An Event-Based Data Warehouse to Support Decisions in Multi-Channel, Multi-Service Contact Centers. J. Cases Inf. Technol. 21(1): 33-51 (2019)
[j3]
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  - journals/jlbs/VielBMP19
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Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino:
An original approach to positioning with cellular fingerprints based on decision tree ensembles. J. Locat. Based Serv. 13(1): 25-52 (2019)
[c8]
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  - conf/adbis/BrunelloKMMST19
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Andrea Brunello, Joanna Kaminska, Enrico Marzano, Angelo Montanari, Guido Sciavicco, Tomasz Turek:
Assessing the Role of Temporal Information in Modelling Short-Term Air Pollution Effects Based on Traffic and Meteorological Conditions: A Case Study in Wrocław. ADBIS (Short Papers and Workshops) 2019: 463-474
[c7]
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Andrea Brunello, Dario Della Monica, Angelo Montanari:
Pairing Monitoring with Machine Learning for Smart System Verification and Predictive Maintenance. OVERLAY@AI*IA 2019: 71-76
[c6]
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Kevin Roitero, Andrea Brunello, Julián Urbano, Stefano Mizzaro:
Towards Stochastic Simulations of Relevance Profiles. CIKM 2019: 2217-2220
[c5]
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Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan:
Interval Temporal Logic Decision Tree Learning. JELIA 2019: 778-793
[c4]
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Andrea Brunello, Angelo Montanari, Mark Reynolds:
Synthesis of LTL Formulas from Natural Language Texts: State of the Art and Research Directions. TIME 2019: 17:1-17:19
2018
[j2]
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  - journals/ida/BrunelloJMPSS18
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Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco:
Towards semi-automatic human performance evaluation: The case study of a contact center. Intell. Data Anal. 22(4): 867-880 (2018)
[j1]
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Kevin Roitero, Michael Soprano, Andrea Brunello, Stefano Mizzaro:
Reproduce and Improve: An Evolutionary Approach to Select a Few Good Topics for Information Retrieval Evaluation. ACM J. Data Inf. Qual. 10(3): 12:1-12:21 (2018)
[c3]
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Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco:
J48S: A Sequence Classification Approach to Text Analysis Based on Decision Trees. ICIST 2018: 240-256
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  - conf/lbs/VielBMP18
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Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino:
An Original Approach to Positioning with Cellular Fingerprints Based on Decision Tree Ensembles. LBS 2018: 49-70
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  - conf/mike/BrunelloMMS18
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Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco:
A Novel Decision Tree Approach for the Handling of Time Series. MIKE 2018: 351-368

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