Enza Messina

105 papers A* 4A 1B 6C 6Misc 2Journal 42Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
Classification methods based on κ-logistic models.
Math. Comput. Simul.
Mauro Maria Baldi, Bruno Giovanni Galuzzi, Enza Messina, Giorgio Kaniadakis
2025 J jnl
A Robust Support Vector Machine Approach for Raman COVID-19 Data Classification.
CoRR
Marco Piazza, Andrea Spinelli, Francesca Maggioni, Marzia Bedoni, Enza Messina
2025 — conf
A SHAP Quotient Game for Explaining Raman Spectroscopy Classification Models.
AIME (1)
Marco Piazza, Mauro Passacantando, Marzia Bedoni, Enza Messina
2025 — conf
Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models.
CLiC-it
Gianmaria Balducci, Elisabetta Fersini, Enza Messina
2025 — conf
Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach.
NLDB (2)
Gianmaria Balducci, Elisabetta Fersini, Enza Messina
2025 — conf
Dynamic User Profiling for Personalized Tourism Recommendations Using Reinforcement Learning Models.
AINA (7)
Tommaso Ferrario, Elisabetta Fersini, Enza Messina, Gabriele Sormani
2025 J jnl
Explainable Artificial Intelligence for identifying profitability predictors in Financial Statements.
CoRR
Marco Piazza, Mauro Passacantando, Francesca Magli, Federica D'Antico, Andrea Amaduzzi, Enza Messina
2025 J jnl
Gromov-Wasserstein and optimal transport: from assignment problems to probabilistic numeric.
CoRR
Iman Seyedi, Antonio Candelieri, Enza Messina, Francesco Archetti
2025 — conf
Leveraging Topic Models to Extract Tourist Preference from Points of Interest Descriptions.
AINA (7)
Elisabetta Fersini, Enza Messina, Francesca Pulerà
2024 J jnl
An integrated computational pipeline for machine learning-driven diagnosis based on Raman spectra of saliva samples.
Comput. Biol. Medicine
Dario Bertazioli, Marco Piazza, Cristiano Carlomagno, Alice Gualerzi, Marzia Bedoni, Enza Messina
2024 J jnl
Facing multidimensional poverty in older adults: An artificial intelligence approach that reveals the variable relevance.
Intelligenza Artificiale
Lorenzo Olearo, Fabio D'Adda, Enza Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini
2024 A* conf
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs.
AAAI
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2024 — conf
Solving Two-Stage Stochastic Programming Problems via Machine Learning.
LOD (1)
Xiaochen Chou, Enza Messina, Stein W. Wallace
2023 — conf
A Three Level Prediction of Multidimensional Poverty in Elderly.
Ital-IA
Fabio D'Adda, Marco Cremaschi, Enza Messina, Marco Terraneo, Stefania Bandini, Francesca Gasparini
2023 B conf
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation.
IEEE Big Data
Michele Carbonera, Michele Ciavotta, Enza Messina
2023 J jnl
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs.
CoRR
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2023 J jnl
Problem-Driven Scenario Generation for Stochastic Programming Problems: A Survey.
Algorithms
Xiaochen Chou, Enza Messina
2023 A* conf
SigMaNet: One Laplacian to Rule Them All.
AAAI
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2023 J jnl
The Internet of Responsibilities-Connecting Human Responsibilities using Big Data and Blockchain.
CoRR
Xuejiao Tang, Jiong Qiu, Wenbin Zhang, Ibrahim Toure, Mingli Zhang, Enza Messina, Xueping Xie, Xuebing Wang, Sheng Yu
2022 — conf
A novel framework based on network embedding for the simulation and analysis of disease progression.
BIBM
Francesco Chiodo, Mario Torchia, Enza Messina, Elisabetta Fersini, Tommaso Mazza, Pietro Hiram Guzzi
2022 B conf
Deep Attributed Graph Embeddings.
MDAI
Elisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina
2022 J jnl
SigMaNet: One Laplacian to Rule Them All.
CoRR
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2021 — conf
A Decision Support System in the Context of an Applied Game for Telerehabilitation.
ICDH
Mauro Maria Baldi, Petar Aleksandrov Mavrodiev, Bruno Giovanni Galuzzi, Fabrizia Mantovani, Olivia Realdon, Enza Messina
2021 — conf
A Natural Language Processing Tool to Support the Electronic Invoicing Process in Italy.
IDAACS
Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina, Enza Messina
2021 — conf
Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss?
CLiC-it
Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina
2021 J jnl
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems.
Inf. Process. Manag.
Debora Nozza, Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Enza Messina
2021 C conf
Word Embedding-Based Topic Similarity Measures.
NLDB
Silvia Terragni, Elisabetta Fersini, Enza Messina
2020 J jnl
AI, Machine Learning and sentiment analysis applied to financial markets and consumer markets.
Comput. Manag. Sci.
Enza Messina, Christina Erlwein-Sayer, Gautam Mitra
2020 J jnl
CAGE: Constrained deep Attributed Graph Embedding.
Inf. Sci.
Debora Nozza, Elisabetta Fersini, Enza Messina
2020 J jnl
Constrained Relational Topic Models.
Inf. Sci.
Silvia Terragni, Elisabetta Fersini, Enza Messina
2020 B conf
Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams.
ICTAI
Wenbin Zhang, Mingli Zhang, Ji Zhang, Zhen Liu, Zhiyuan Chen, Jianwu Wang, Edward Raff, Enza Messina
2020 — conf
Optimal Scenario-Tree Selection for Multistage Stochastic Programming.
LOD (1)
Bruno G. Galuzzi, Enza Messina, Antonio Candelieri, Francesco Archetti
2020 — conf
Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks.
LOD (1)
Mauro Maria Baldi, Elisabetta Fersini, Enza Messina
2020 — conf
Using Machine Learning to Automate Mammogram Images Analysis.
BIBM
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
2020 J jnl
Using Machine Learning to Automate Mammogram Images Analysis.
CoRR
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
2020 — conf
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models.
Insights
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
2019 J jnl
Computers & operations research.
Comput. Oper. Res.
Enza Messina, Elisabetta Fersini, Daniele Vigo, Francesca Guerriero
2019 J jnl
Efficient Kernel-Based Subsequence Search for Enabling Health Monitoring Services in IoT-Based Home Setting.
Sensors
Antonio Candelieri, Stanislav Fedorov, Enza Messina
2019 — conf
The Internet of Responsibilities - Connecting Human Responsibilities using Big Data and Blockchain.
IEEE BigData
Xuejiao Tang, Jiong Qiu, Wenbin Zhang, Ibrahim Toure, Mingli Zhang, Enza Messina, Xueping Xie, Xuebing Wang, Sheng Yu
2019 — conf
Word Embeddings for Unsupervised Named Entity Linking.
KSEM (2)
Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina
2018 C conf
Adapting Named Entity Types to New Ontologies in a Microblogging Environment.
IEA/AIE
Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari
2018 — conf
Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams.
IEEE BigData
Antonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti
2017 — conf
A Multi-View Sentiment Corpus.
EACL (1)
Debora Nozza, Elisabetta Fersini, Enza Messina
2017 J jnl
Approval network: a novel approach for sentiment analysis in social networks.
World Wide Web
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
2017 J jnl
Earthquake management: a decision support system based on natural language processing.
J. Ambient Intell. Humaniz. Comput.
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
2017 — conf
TWINE: A real-time system for TWeet analysis via INformation Extraction.
EACL (Software Demonstrations)
Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina
2017 Misc conf
Towards adaptation of named entity classification.
SAC
Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina
2016 B conf
Deep Learning and Ensemble Methods for Domain Adaptation.
ICTAI
Debora Nozza, Elisabetta Fersini, Enza Messina
2016 J jnl
Expressive signals in social media languages to improve polarity detection.
Inf. Process. Manag.
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
2016 — conf
UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets.
CLiC-it/EVALITA
Flavio Massimiliano Cecchini, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari, Cezar Sas
2016 — conf
UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence.
#Microposts
Davide Caliano, Elisabetta Fersini, Pikakshi Manchanda, Matteo Palmonari, Enza Messina
2016 — conf
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings.
KDIR
Debora Nozza, Elisabetta Fersini, Enza Messina
2015 — conf
An Interactive Method for Inferring Demographic Attributes in Twitter.
HT
Valentina Beretta, Daniele Maccagnola, Timothy Cribbin, Enza Messina
2015 B conf
Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers.
DSAA
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
2015 J jnl
Legal retrieval as support to eMediation: matching disputant's case and court decisions.
Artif. Intell. Law
Soufiane El Jelali, Elisabetta Fersini, Enza Messina
2015 — conf
Overlapping Kernel-based Community Detection with Node Attributes.
KDIR
Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina
2015 — conf
Word Sense Discrimination on Tweets: A Graph-based Approach.
KDIR
Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina
2014 — conf
A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks.
SEFM Workshops
Debora Nozza, Daniele Maccagnola, Vincent Guigue, Enza Messina, Patrick Gallinari
2014 J jnl
A Particle Filtering Approach for Tracking an Unknown Number of Objects with Dynamic Relations.
J. Math. Model. Algorithms Oper. Res.
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
2014 J jnl
A p-Median approach for predicting drug response in tumour cells.
BMC Bioinform.
Elisabetta Fersini, Enza Messina, Francesco Archetti
2014 J jnl
Sentiment analysis: Bayesian Ensemble Learning.
Decis. Support Syst.
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
2014 J jnl
Soft-constrained inference for Named Entity Recognition.
Inf. Process. Manag.
Elisabetta Fersini, Enza Messina, Giovanni Felici, Dan Roth
2014 J jnl
The Mathematics of Filtering and Its Applications.
J. Math. Model. Algorithms Oper. Res.
Enza Messina, Paresh Date
2014 — conf
eMediation - Towards Smart Online Dispute Resolution.
KMIS
Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio
2013 C conf
Bayesian Model Averaging and Model Selection for Polarity Classification.
NLDB
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina
2013 — conf
Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion.
WOA@AI*IA
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina, Daniele Blanc
2013 — conf
Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations.
AI*IA
Federico Alberto Pozzi, Daniele Maccagnola, Elisabetta Fersini, Enza Messina
2013 — conf
Named Entities in Judicial Transcriptions: Extended Conditional Random Fields.
CICLing (1)
Elisabetta Fersini, Enza Messina
2013 — conf
Subject-Dependent Physical Activity Recognition Model Framework with a Semi-supervised Clustering Approach.
EMS
Hashim Ali, Enza Messina, Roberto Bisiani
2013 J jnl
Web Page Classification through Probabilistic Relational Models.
Int. J. Pattern Recognit. Artif. Intell.
Elisabetta Fersini, Enza Messina
2012 Misc conf
A machine learning approach for generating temporal logic classifications of complex model behaviours.
WSC
Daniele Maccagnola, Enza Messina, Qian Gao, David R. Gilbert
2012 J jnl
A new clustering approach for learning transcriptional modules.
Int. J. Data Min. Bioinform.
Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina
2012 — conf
Discovering Gene-Drug Relationships for the Pharmacology of Cancer.
IPMU (2)
Elisabetta Fersini, Enza Messina, Alberto Leporati
2012 J jnl
Emotional states in judicial courtrooms: An experimental investigation.
Speech Commun.
Elisabetta Fersini, Enza Messina, Francesco Archetti
2012 — conf
Multiple Object Tracking with Relations.
ICPRAM (1)
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
2010 J jnl
A Mathematical Model for Optimal Functional Disruption of Biochemical Networks.
J. Math. Model. Algorithms
Guglielmo Lulli, Enza Messina, Francesco Archetti, Stefano Lanzeni
2010 J jnl
A probabilistic relational approach for web document clustering.
Inf. Process. Manag.
Elisabetta Fersini, Enza Messina, Francesco Archetti
2010 J jnl
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach.
J. Math. Model. Algorithms
Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
2010 J jnl
Guest editorial.
Comput. Oper. Res.
Enza Messina, Marcello Sanguineti
2010 J jnl
IKNOS: inference and knowledge in networks of sensors.
Int. J. Sens. Networks
Daniele Toscani, Francesco Archetti, Marco Frigerio, Enza Messina
2010 A* conf
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders.
ICDM
Elisabetta Fersini, Enza Messina, Francesco Archetti
2010 — conf
Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems.
KMIS
Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
2010 C conf
Semantics and Machine Learning: A New Generation of Court Management Systems.
IC3K
Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi
2010 C conf
Web Page Classification: A Probabilistic Model with Relational Uncertainty.
IPMU
Elisabetta Fersini, Enza Messina, Francesco Archetti
2009 J jnl
An integrated communications framework for context aware continuous monitoring with body sensor networks.
IEEE J. Sel. Areas Commun.
Francesco Chiti, Romano Fantacci, Francesco Archetti, Enza Messina, Daniele Toscani
2009 — conf
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach.
MLDM
Elisabetta Fersini, Enza Messina, Gaia Arosio, Francesco Archetti
2009 — conf
Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting.
ICT4Justice
Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani
2009 — conf
Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification.
Web Intelligence/IAT Workshops
Elisabetta Fersini, Enza Messina, Francesco Archetti
2009 B conf
Relational Dynamic Bayesian Networks to Improve Multi-target Tracking.
ACIVS
Cristina E. Manfredotti, Enza Messina
2009 — conf
Relations to improve multi-target tracking in an activity recognition system.
ICDP
Cristina E. Manfredotti, David J. Fleet, Enza Messina
2008 — conf
Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain.
ICT4Justice
Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina
2008 J jnl
Enhancing web page classification through image-block importance analysis.
Inf. Process. Manag.
Elisabetta Fersini, Enza Messina, Francesco Archetti
2008 — conf
Granular modeling of web documents: impact on information retrieval systems.
WIDM
Elisabetta Fersini, Enza Messina, Francesco Archetti
2008 J jnl
Graph models and mathematical programming in biochemical network analysis and metabolic engineering design.
Comput. Math. Appl.
Stefano Lanzeni, Enza Messina, Francesco Archetti
2007 — conf
Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD
EvoBIO
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2007 J jnl
Genetic programming for computational pharmacokinetics in drug discovery and development.
Genet. Program. Evolvable Mach.
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2007 J jnl
Towards metabolic networks phylogeny using Petri Net-based expansional analysis.
BMC Syst. Biol.
Stefano Lanzeni, Enza Messina, Francesco Archetti
2006 C conf
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means.
FQAS
Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina
2006 — conf
Classifying and Counting Vehicles in Traffic Control Applications.
EvoWorkshops
Francesco Archetti, Enza Messina, Daniele Toscani, Leonardo Vanneschi
2006 A conf
Genetic programming for human oral bioavailability of drugs.
GECCO
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2006 A* conf
UP-DRES User Profiling for a Dynamic REcommendation System.
ICDM
Enza Messina, Daniele Toscani, Francesco Archetti
2000 J jnl
Computational solution of capacity planning models under uncertainty.
Parallel Comput.
S. A. MirHassani, Cormac Lucas, Gautam Mitra, Enza Messina, Chandra A. Poojari
1995 J jnl
A statistical generalized programming algorithm for stochastic optimization problems.
Ann. Oper. Res.
Alexei A. Gaivoronski, Enza Messina, Anna Sciomachen
1995 J jnl
A stochastic optimization approach for robot scheduling.
Ann. Oper. Res.
Alexei A. Gaivoronski, Enza Messina, Anna Sciomachen
1993 — conf
Stochastic optimization algorithms for regenerative deds.
System Modelling and Optimization
Alexei A. Gaivoronski, Enza Messina