Enza Messina

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 46

Top Topics

Dispute Resolution

Natural Language Processing

Sentiment Analysis

Stochastic Programming Problems

Top Venues

Inf. Process. Manag.

Publications

Dario Bertazioli, Marco Piazza, Cristiano Carlomagno, Alice Gualerzi, Marzia Bedoni, Enza Messina
An integrated computational pipeline for machine learning-driven diagnosis based on Raman spectra of saliva samples. Comput. Biol. Medicine 171 (2024)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. AAAI (2024)
Xiaochen Chou, Enza Messina
Problem-Driven Scenario Generation for Stochastic Programming Problems: A Survey. Algorithms 16 (10) (2023)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs. CoRR (2023)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
SigMaNet: One Laplacian to Rule Them All. AAAI (2023)
Michele Carbonera, Michele Ciavotta, Enza Messina
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation. BigData (2023)
Fabio D'Adda, Marco Cremaschi, Enza Messina, Marco Terraneo, Stefania Bandini, Francesca Gasparini
A Three Level Prediction of Multidimensional Poverty in Elderly. Ital-IA (2023)
Xuejiao Tang, Jiong Qiu, Wenbin Zhang, Ibrahim Toure, Mingli Zhang, Enza Messina, Xueping Xie, Xuebing Wang, Sheng Yu
The Internet of Responsibilities-Connecting Human Responsibilities using Big Data and Blockchain. CoRR (2023)
Elisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina
Deep Attributed Graph Embeddings. MDAI (2022)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
SigMaNet: One Laplacian to Rule Them All. CoRR (2022)
Francesco Chiodo, Mario Torchia, Enza Messina, Elisabetta Fersini, Tommaso Mazza, Pietro Hiram Guzzi
A novel framework based on network embedding for the simulation and analysis of disease progression. BIBM (2022)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Word Embedding-Based Topic Similarity Measures. NLDB (2021)
Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina, Enza Messina
A Natural Language Processing Tool to Support the Electronic Invoicing Process in Italy. IDAACS (2021)
Mauro Maria Baldi, Petar Aleksandrov Mavrodiev, Bruno Giovanni Galuzzi, Fabrizia Mantovani, Olivia Realdon, Enza Messina
A Decision Support System in the Context of an Applied Game for Telerehabilitation. ICDH (2021)
Debora Nozza, Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Enza Messina
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems. Inf. Process. Manag. 58 (3) (2021)
Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina
Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss? CLiC-it (2021)
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
Using Machine Learning to Automate Mammogram Images Analysis. BIBM (2020)
Debora Nozza, Elisabetta Fersini, Enza Messina
CAGE: Constrained deep Attributed Graph Embedding. Inf. Sci. 518 (2020)
Mauro Maria Baldi, Elisabetta Fersini, Enza Messina
Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks. LOD (1) (2020)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Constrained Relational Topic Models. Inf. Sci. 512 (2020)
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
Using Machine Learning to Automate Mammogram Images Analysis. CoRR (2020)
Enza Messina, Christina Erlwein-Sayer, Gautam Mitra
AI, Machine Learning and sentiment analysis applied to financial markets and consumer markets. Comput. Manag. Sci. 17 (4) (2020)
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights (2020)
Bruno G. Galuzzi, Enza Messina, Antonio Candelieri, Francesco Archetti
Optimal Scenario-Tree Selection for Multistage Stochastic Programming. LOD (1) (2020)
Wenbin Zhang, Mingli Zhang, Ji Zhang, Zhen Liu, Zhiyuan Chen, Jianwu Wang, Edward Raff, Enza Messina
Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams. ICTAI (2020)
Xuejiao Tang, Jiong Qiu, Wenbin Zhang, Ibrahim Toure, Mingli Zhang, Enza Messina, Xueping Xie, Xuebing Wang, Sheng Yu
The Internet of Responsibilities - Connecting Human Responsibilities using Big Data and Blockchain. IEEE BigData (2019)
Antonio Candelieri, Stanislav Fedorov, Enza Messina
Efficient Kernel-Based Subsequence Search for Enabling Health Monitoring Services in IoT-Based Home Setting. Sensors 19 (23) (2019)
Enza Messina, Elisabetta Fersini, Daniele Vigo, Francesca Guerriero
Computers & operations research. Comput. Oper. Res. 106 (2019)
Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina
Word Embeddings for Unsupervised Named Entity Linking. KSEM (2) (2019)
Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari
Adapting Named Entity Types to New Ontologies in a Microblogging Environment. IEA/AIE (2018)
Antonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti
Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams. IEEE BigData (2018)
Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina
TWINE: A real-time system for TWeet analysis via INformation Extraction. EACL (Software Demonstrations) (2017)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Earthquake management: a decision support system based on natural language processing. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina
Towards adaptation of named entity classification. SAC (2017)
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
Approval network: a novel approach for sentiment analysis in social networks. World Wide Web 20 (4) (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
A Multi-View Sentiment Corpus. EACL (1) (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
Deep Learning and Ensemble Methods for Domain Adaptation. ICTAI (2016)
Debora Nozza, Elisabetta Fersini, Enza Messina
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. KDIR (2016)
Davide Caliano, Elisabetta Fersini, Pikakshi Manchanda, Matteo Palmonari, Enza Messina
UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence. #Microposts (2016)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Expressive signals in social media languages to improve polarity detection. Inf. Process. Manag. 52 (1) (2016)
Flavio Massimiliano Cecchini, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari, Cezar Sas
UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets. CLiC-it/EVALITA (2016)
Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina
Overlapping Kernel-based Community Detection with Node Attributes. KDIR (2015)
Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina
Word Sense Discrimination on Tweets: A Graph-based Approach. KDIR (2015)
Valentina Beretta, Daniele Maccagnola, Timothy Cribbin, Enza Messina
An Interactive Method for Inferring Demographic Attributes in Twitter. HT (2015)
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. DSAA (2015)
Soufiane El Jelali, Elisabetta Fersini, Enza Messina
Legal retrieval as support to eMediation: matching disputant's case and court decisions. Artif. Intell. Law 23 (1) (2015)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Sentiment analysis: Bayesian Ensemble Learning. Decis. Support Syst. 68 (2014)
Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio
eMediation - Towards Smart Online Dispute Resolution. KMIS (2014)
Elisabetta Fersini, Enza Messina, Giovanni Felici, Dan Roth
Soft-constrained inference for Named Entity Recognition. Inf. Process. Manag. 50 (5) (2014)
Enza Messina, Paresh Date
The Mathematics of Filtering and Its Applications. J. Math. Model. Algorithms Oper. Res. 13 (1) (2014)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A p-Median approach for predicting drug response in tumour cells. BMC Bioinform. 15 (2014)
Debora Nozza, Daniele Maccagnola, Vincent Guigue, Enza Messina, Patrick Gallinari
A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks. SEFM Workshops (2014)
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
A Particle Filtering Approach for Tracking an Unknown Number of Objects with Dynamic Relations. J. Math. Model. Algorithms Oper. Res. 13 (1) (2014)
Elisabetta Fersini, Enza Messina
Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. CICLing (1) (2013)
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina
Bayesian Model Averaging and Model Selection for Polarity Classification. NLDB (2013)
Elisabetta Fersini, Enza Messina
Web Page Classification through Probabilistic Relational Models. Int. J. Pattern Recognit. Artif. Intell. 27 (4) (2013)
Federico Alberto Pozzi, Daniele Maccagnola, Elisabetta Fersini, Enza Messina
Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations. AI*IA (2013)
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina, Daniele Blanc
Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion. WOA@AI*IA (2013)
Hashim Ali, Enza Messina, Roberto Bisiani
Subject-Dependent Physical Activity Recognition Model Framework with a Semi-supervised Clustering Approach. EMS (2013)
Elisabetta Fersini, Enza Messina, Alberto Leporati
Discovering Gene-Drug Relationships for the Pharmacology of Cancer. IPMU (2) (2012)
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
Multiple Object Tracking with Relations. ICPRAM (1) (2012)
Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina
A new clustering approach for learning transcriptional modules. Int. J. Data Min. Bioinform. 6 (3) (2012)
Daniele Maccagnola, Enza Messina, Qian Gao, David R. Gilbert
A machine learning approach for generating temporal logic classifications of complex model behaviours. WSC (2012)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Emotional states in judicial courtrooms: An experimental investigation. Speech Commun. 54 (1) (2012)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A probabilistic relational approach for web document clustering. Inf. Process. Manag. 46 (2) (2010)
Daniele Toscani, Francesco Archetti, Marco Frigerio, Enza Messina
IKNOS: inference and knowledge in networks of sensors. Int. J. Sens. Networks 8 (3/4) (2010)
Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. KMIS (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning: A New Generation of Court Management Systems. IC3K (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. J. Math. Model. Algorithms 9 (3) (2010)
Enza Messina, Marcello Sanguineti
Guest editorial. Comput. Oper. Res. 37 (8) (2010)
Guglielmo Lulli, Enza Messina, Francesco Archetti, Stefano Lanzeni
A Mathematical Model for Optimal Functional Disruption of Biochemical Networks. J. Math. Model. Algorithms 9 (1) (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Web Page Classification: A Probabilistic Model with Relational Uncertainty. IPMU (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. ICDM (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. Web Intelligence/IAT Workshops (2009)
Elisabetta Fersini, Enza Messina, Gaia Arosio, Francesco Archetti
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. MLDM (2009)
Cristina E. Manfredotti, David J. Fleet, Enza Messina
Relations to improve multi-target tracking in an activity recognition system. ICDP (2009)
Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani
Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. ICT4Justice (2009)
Francesco Chiti, Romano Fantacci, Francesco Archetti, Enza Messina, Daniele Toscani
An integrated communications framework for context aware continuous monitoring with body sensor networks. IEEE J. Sel. Areas Commun. 27 (4) (2009)
Cristina E. Manfredotti, Enza Messina
Relational Dynamic Bayesian Networks to Improve Multi-target Tracking. ACIVS (2009)
Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina
Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. ICT4Justice (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Granular modeling of web documents: impact on information retrieval systems. WIDM (2008)
Stefano Lanzeni, Enza Messina, Francesco Archetti
Graph models and mathematical programming in biochemical network analysis and metabolic engineering design. Comput. Math. Appl. 55 (5) (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Enhancing web page classification through image-block importance analysis. Inf. Process. Manag. 44 (4) (2008)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
Genetic programming for computational pharmacokinetics in drug discovery and development. Genet. Program. Evolvable Mach. 8 (4) (2007)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
) and Plasma Protein Binding Levels (%PPB) of Drugs. EvoBIO (2007)
Stefano Lanzeni, Enza Messina, Francesco Archetti
Towards metabolic networks phylogeny using Petri Net-based expansional analysis. BMC Syst. Biol. 1 (S-1) (2007)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
Genetic programming for human oral bioavailability of drugs. GECCO (2006)
Enza Messina, Daniele Toscani, Francesco Archetti
UP-DRES User Profiling for a Dynamic REcommendation System. ICDM (2006)
Francesco Archetti, Enza Messina, Daniele Toscani, Leonardo Vanneschi
Classifying and Counting Vehicles in Traffic Control Applications. EvoWorkshops (2006)
Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. FQAS (2006)
S. A. MirHassani, Cormac Lucas, Gautam Mitra, Enza Messina, Chandra A. Poojari
Computational solution of capacity planning models under uncertainty. Parallel Comput. 26 (5) (2000)
Alexei A. Gaivoronski, Enza Messina, Anna Sciomachen
A statistical generalized programming algorithm for stochastic optimization problems. Ann. Oper. Res. 58 (5) (1995)
Alexei A. Gaivoronski, Enza Messina, Anna Sciomachen
A stochastic optimization approach for robot scheduling. Ann. Oper. Res. 56 (1) (1995)
Alexei A. Gaivoronski, Enza Messina
Stochastic optimization algorithms for regenerative deds. System Modelling and Optimization (1993)