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Antonia Azzini

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2020 – today

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2024
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Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni, Mario Scrocca, Irene Celino:
Human Evaluation of Procedural Knowledge Graph Extraction from Text with Large Language Models. EKAW 2024: 434-452
[c50]
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Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni, Antonia Azzini, Irene Celino:
Towards an Ontology for Procedural Knowledge in Industry 5.0. SOFLIM2KG-SemIIM@ISWC 2024
2023
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Anisa Rula, Gloria Re Calegari, Antonia Azzini, Davide Bucci, Alessio Carenini, Ilaria Baroni, Irene Celino:
K-Hub: A Modular Ontology to Support Document Retrieval and Knowledge Extraction in Industry 5.0. ESWC 2023: 454-470
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Anisa Rula, Gloria Re Calegari, Antonia Azzini, Ilaria Baroni, Irene Celino:
Annotation and Extraction of Industrial Procedural Knowledge from Textual Documents. K-CAP 2023: 1-8
2022
[c47]
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Mario Scrocca, Antonia Azzini, Petr Bures, Marco Comerio, Peter Lubrich:
Towards napDCAT-AP: Roadmap and Requirements for a Transportation Metadata Specification. SEMANTiCS (Posters & Demos) 2022
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Antonia Azzini, Nicola Cortesi, Giuseppe Psaila:
Continuous Reporting Through RADAR: The Case Study of Environmental Monitoring. KMO 2022: 245-256
[c45]
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Anisa Rula, Gloria Re Calegari, Antonia Azzini, Davide Bucci, Ilaria Baroni, Irene Celino:
Eliciting and Curating Procedural Knowledge in Industry: Challenges and Opportunities. Qurator 2022
2021
[j8]
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Antonia Azzini, Nicola Cortesi, Giuseppe Psaila:
RADAR: Resilient Application for Dependable Aided Reporting. Inf. 12(11): 463 (2021)
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Antonia Azzini, Sylvio Barbon Jr., Valerio Bellandi, Tiziana Catarci, Paolo Ceravolo, Philippe Cudré-Mauroux, Samira Maghool, Jaroslav Pokorný, Monica Scannapieco, Florence Sèdes, Gabriel Marques Tavares, Robert Wrembel:
Advances in Data Management in the Big Data Era. IFIP's Exciting First 60+ Years 2021: 99-126
2020
[j7]
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Stefania Marrara, Antonia Azzini, Nicola Cortesi:
A language model-based approach for candidates with PhD profiling in a recruiting setting. Int. J. Web Eng. Technol. 15(4): 407-436 (2020)

2010 – 2019

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2019
[c44]
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Antonia Azzini, Stefania Marrara, Amir Topalovic:
Evolving Fuzzy Membership Functions for Soft Skills Assessment Optimization. KMO 2019: 74-84
[c43]
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Antonia Azzini, Paolo Ceravolo, Matteo Colella:
Performances of OLAP Operations in Graph and Relational Databases. KMO 2019: 282-293
2018
[j6]
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Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudré-Mauroux, Ernesto Damiani, Alexandra Mazak, Maurice van Keulen, Mustafa Jarrar, Giuseppe Santucci, Kai-Uwe Sattler, Monica Scannapieco, Manuel Wimmer, Robert Wrembel, Fadi A. Zaraket:
Big Data Semantics. J. Data Semant. 7(2): 65-85 (2018)
[c42]
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Antonia Azzini, Stefania Marrara, Amir Topalovic, Mirjana Pejic Bach, Matthew J. Rattigan:
Opportunities and Risks for Data Science in Organizations: Banking, Finance, and Policy - Special Session Overview. DSAA 2018: 612-613
[c41]
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Antonia Azzini, Andrea Galimberti, Stefania Marrara, Eva Ratti:
A Classifier to Identify Soft Skills in a Researcher Textual Description. EvoApplications 2018: 538-546
[c40]
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Antonia Azzini, Andrea Galimberti, Stefania Marrara, Eva Ratti:
SOON: Supporting the Evaluation of Researchers' Profiles. KMO 2018: 3-14
[c39]
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Muhammad Muneeb Kiani, Paolo Ceravolo, Antonia Azzini, Ernesto Damiani:
Automated Monitoring of Collaborative Working Environments for Supporting Open Innovation. KMO 2018: 167-178
[c38]
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Antonia Azzini, Stefania Marrara, Amir Topalovic:
A Neuro-Fuzzy Approach to Assess the Soft Skills Profile of a PhD. WILF 2018: 134-147
[c37]
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Antonia Azzini, Stefania Marrara, Amir Topalovic:
New Trends of Fuzzy Systems: Fintech Applications. WILF 2018: 269-272
2017
[c36]
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Antonia Azzini, Stefania Marrara, Andrea Maurino, Amir Topalovic:
MMBR: A Report-driven Approach for the Design of Multidimensional Models. SIMPDA 2017: 83-97
[c35]
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Antonia Azzini, Stefania Marrara, Andrea Maurino, Amir Topalovic:
A Report-Driven Approach to Design Multidimensional Models. SIMPDA (Revised Selected Papers) 2017: 105-127
2016
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Antonia Azzini, Paolo Ceravolo, Nello Scarabottolo, Ernesto Damiani:
On the predictive power of university curricula. EDUCON 2016: 929-932
[c33]
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Paolo Ceravolo, Antonia Azzini, Ernesto Damiani, Mariangela Lazoi, Manuela Marra, Angelo Corallo:
Translating Process Mining Results into Intelligible Business Information. KMO 2016: 14
2015
[c32]
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Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Francesco Zavatarelli:
Knowledge Driven Behavioural Analysis in Process Intelligence. ATAED@Petri Nets/ACSD 2015: 97-111
[c31]
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Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Nello Scarabottolo, Francesco Zavatarelli, Claudia Vicari, Vincenzo Savarino:
Heterogeneous Business Process Management: A Metamodel-Based Approach. KMO 2015: 73-86
[c30]
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Antonia Azzini, Ernesto Damiani:
Process Mining in Big Data Scenario. SIMPDA 2015: 149-153
2014
[j5]
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Stefan Thalmann, Markus Manhart, Paolo Ceravolo, Antonia Azzini:
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. Int. J. Knowl. Manag. 10(2): 28-42 (2014)
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Mauro Dragoni, Antonia Azzini, Andrea G. B. Tettamanzi:
SimBa: A novel similarity-based crossover for neuro-evolution. Neurocomputing 130: 108-122 (2014)
[c29]
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Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Francesco Zavatarelli, Claudia Vicari, Vincenzo Savarino:
Driving knowledge acquisition via metric life-cycle in process intelligence. I-KNOW 2014: 26:1-26:4
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Antonia Azzini, Mauro Dragoni, Andrea G. B. Tettamanzi:
A Neuro-Evolutionary Approach to Electrocardiographic Signal Classification. Evolution, Complexity and Artificial Life 2014: 193-207
2013
[c28]
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Antonia Azzini, Paolo Ceravolo:
Consistent Process Mining over Big Data Triple Stores. BigData Congress 2013: 54-61
[c27]
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Antonia Azzini, Chiara Braghin, Ernesto Damiani, Francesco Zavatarelli:
Using Semantic Lifting for improving Process Mining: a Data Loss Prevention System case study. SIMPDA 2013: 62-73
[c26]
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Antonia Azzini, Ernesto Damiani, Francesco Zavatarelli:
Combining Semantic Lifting and Ad-hoc Contextual Analysis in a Data Loss Scenario. SIMPDA (Revised Selected Papers) 2013: 87-109
[c25]
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Francesco Arigliano, Antonia Azzini, Chiara Braghin, Antonio Caforio, Paolo Ceravolo, Ernesto Damiani, Vincenzo Savarino, Claudia Vicari, Francesco Zavatarelli:
Knowledge and Business Intelligence Technologies in Cross-Enterprise Environments for Italian Advanced Mechanical Industry. SIMPDA 2013: 104-110
2012
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Antonia Azzini, Célia da Costa Pereira, Mauro Dragoni, Andrea Tettamanzi:
A Neuro-Evolutionary Corpus-Based Method for Word Sense Disambiguation. IEEE Intell. Syst. 27(6): 26-35 (2012)
[c24]
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Antonia Azzini, Mauro Dragoni, Andrea Tettamanzi:
A Neuro-evolutionary Approach to Intraday Financial Modeling. EvoApplications 2012: 155-164
[c23]
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Antonia Azzini, Mauro Dragoni, Andrea Tettamanzi:
Electrocardiographic Signal Classification with Evolutionary Artificial Neural Networks. EvoApplications 2012: 295-304
[p2]
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Antonia Azzini, Matteo De Felice, Andrea G. B. Tettamanzi:
A Comparison between Nature-Inspired and Machine Learning Approaches to Detecting Trend Reversals in Financial Time Series. Natural Computing in Computational Finance (4) 2012: 39-59
2011
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Antonia Azzini, Andrea Tettamanzi:
Evolutionary ANNs: A state of the art survey. Intelligenza Artificiale 5(1): 19-35 (2011)
[c22]
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Antonia Azzini, Mauro Dragoni, Andrea Tettamanzi:
Using Evolutionary Neural Networks to Test the Influence of the Choice of Numeraire on Financial Time Series Modeling. EvoApplications (2) 2011: 81-90
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Antonia Azzini, Mauro Dragoni, Andrea Tettamanzi:
A Part-Of-Speech Lexicographic Encoding for an Evolutionary Word Sense Disambiguation Approach. EvoApplications (1) 2011: 244-253
[c20]
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Antonia Azzini, Andrea Tettamanzi, Mauro Dragoni:
SimBa-2: Improving a novel similarity-based crossover for the evolution of artificial neural networks. ISDA 2011: 374-379
2010
[c19]
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Antonia Azzini, Matteo De Felice, Andrea Tettamanzi:
A Study of Nature-Inspired Methods for Financial Trend Reversal Detection. EvoApplications (2) 2010: 161-170
[c18]
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Mauro Dragoni, Antonia Azzini, Andrea Tettamanzi:
A Novel Similarity-Based Crossover for Artificial Neural Network Evolution. PPSN (1) 2010: 344-353

2000 – 2009

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2009
[c17]
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Antonia Azzini, Célia da Costa Pereira, Mauro Dragoni, Andrea Tettamanzi:
A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks. AI*IA 2009: 192-201
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Antonia Azzini, Matteo De Felice, Sandro Meloni, Andrea Tettamanzi:
Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection. EvoWorkshops 2009: 99-104
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Antonia Azzini, Célia da Costa Pereira, Andrea Tettamanzi:
Predicting Turning Points in Financial Markets with Fuzzy-Evolutionary and Neuro-Evolutionary Modeling. EvoWorkshops 2009: 213-222
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Antonia Azzini, Stefania Marrara, Meiko Jensen, Jörg Schwenk:
Extending the similarity-based XML multicast approach with digital signatures. SWS 2009: 45-52
[r1]
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Antonia Azzini, Andrea Tettamanzi:
Evolutionary Approaches for ANNs Design. Encyclopedia of Artificial Intelligence 2009: 575-580
2008
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Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti:
A fuzzy approach to multimodal biometric continuous authentication. Fuzzy Optim. Decis. Mak. 7(3): 243-256 (2008)
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Antonia Azzini, Andrea Tettamanzi:
Evolutionary Single-Position Automated Trading. EvoWorkshops 2008: 62-72
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Stefano Cagnoni, Leonardo Vanneschi, Antonia Azzini, Andrea Tettamanzi:
A Critical Assessment of Some Variants of Particle Swarm Optimization. EvoWorkshops 2008: 565-574
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Antonia Azzini, Célia da Costa Pereira, Mauro Dragoni, Andrea Tettamanzi:
Evolving Neural Networks for Word Sense Disambiguation. HIS 2008: 332-337
[c10]
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Antonia Azzini, Stefania Marrara:
Impostor Users Discovery Using a Multimodal Biometric Continuous Authentication Fuzzy System. KES (2) 2008: 371-378
[c9]
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Gabriele Gianini, Antonia Azzini, Ernesto Damiani, Stefania Marrara:
Global consensus emergence in an unstructured semantic network. CSTST 2008: 185-191
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Antonia Azzini, Andrea Tettamanzi:
A New Genetic Approach for Neural Network Design. Engineering Evolutionary Intelligent Systems 2008: 289-323
2007
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Antonia Azzini, Stefania Marrara:
Dermatology Disease Classification via Novel Evolutionary Artificial Neural Network. DEXA Workshops 2007: 148-152
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Antonia Azzini, Stefania Marrara:
Toward Trust-based Multi-modal User Authentication on the Web: A Fuzzy Approach. FUZZ-IEEE 2007: 1-6
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Antonia Azzini, Andrea Tettamanzi:
Automated trading on financial instruments with evolved neural networks. GECCO 2007: 2252
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Antonia Azzini, Stefania Marrara, Roberto Sassi, Fabio Scotti:
A Fuzzy Approach to Multimodal Biometric Authentication. KES (2) 2007: 801-808
2006
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Antonia Azzini, Andrea Tettamanzi:
A Neural Evolutionary Classification Method for Brain-Wave Analysis. EvoWorkshops 2006: 500-504
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Antonia Azzini, Andrea Tettamanzi:
A neural evolutionary approach to financial modeling. GECCO 2006: 1605-1612
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Antonia Azzini, Paolo Ceravolo:
Evolutionary ANNs for Improving Accuracy and Efficiency in Document Classification Methods. KES (3) 2006: 1111-1118
2005
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Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Cristiano Fugazza, Salvatore Reale, Massimiliano Torregiani:
Generate Context Metadata Based on Biometric System. KES (1) 2005: 119-126

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