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Enza Messina
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- affiliation: University of Milano Bicocca, Italy
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Journal Articles
- 2024
- [j35]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: 108028 (2024) - 2023
- [j34]Xiaochen Chou
, Enza Messina
:
Problem-Driven Scenario Generation for Stochastic Programming Problems: A Survey. Algorithms 16(10): 479 (2023) - 2021
- [j33]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): 102537 (2021) - 2020
- [j32]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): 493-494 (2020) - [j31]Silvia Terragni
, Elisabetta Fersini, Enza Messina
:
Constrained Relational Topic Models. Inf. Sci. 512: 581-594 (2020) - [j30]Debora Nozza
, Elisabetta Fersini, Enza Messina:
CAGE: Constrained deep Attributed Graph Embedding. Inf. Sci. 518: 56-70 (2020) - 2019
- [j29]Enza Messina
, Elisabetta Fersini, Daniele Vigo, Francesca Guerriero:
Computers & operations research. Comput. Oper. Res. 106: 154-155 (2019) - [j28]Antonio Candelieri
, Stanislav Fedorov
, Enza Messina
:
Efficient Kernel-Based Subsequence Search for Enabling Health Monitoring Services in IoT-Based Home Setting. Sensors 19(23): 5192 (2019) - 2017
- [j27]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): 37-45 (2017) - [j26]Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
:
Approval network: a novel approach for sentiment analysis in social networks. World Wide Web 20(4): 831-854 (2017) - 2016
- [j25]Elisabetta Fersini
, Enza Messina
, Federico Alberto Pozzi:
Expressive signals in social media languages to improve polarity detection. Inf. Process. Manag. 52(1): 20-35 (2016) - 2015
- [j24]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): 1-22 (2015) - 2014
- [j23]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
A p-Median approach for predicting drug response in tumour cells. BMC Bioinform. 15: 353 (2014) - [j22]Elisabetta Fersini
, Enza Messina
, Federico Alberto Pozzi:
Sentiment analysis: Bayesian Ensemble Learning. Decis. Support Syst. 68: 26-38 (2014) - [j21]Elisabetta Fersini
, Enza Messina
, Giovanni Felici
, Dan Roth:
Soft-constrained inference for Named Entity Recognition. Inf. Process. Manag. 50(5): 807-819 (2014) - [j20]Enza Messina
, Paresh Date
:
The Mathematics of Filtering and Its Applications. J. Math. Model. Algorithms Oper. Res. 13(1): 1-2 (2014) - [j19]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): 3-21 (2014) - 2013
- [j18]Elisabetta Fersini
, Enza Messina
:
Web Page Classification through Probabilistic Relational Models. Int. J. Pattern Recognit. Artif. Intell. 27(4) (2013) - 2012
- [j17]Francesco Archetti, Ilaria Giordani
, Giancarlo Mauri
, Enza Messina
:
A new clustering approach for learning transcriptional modules. Int. J. Data Min. Bioinform. 6(3): 304-323 (2012) - [j16]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Emotional states in judicial courtrooms: An experimental investigation. Speech Commun. 54(1): 11-22 (2012) - 2010
- [j15]Enza Messina
, Marcello Sanguineti
:
Guest editorial. Comput. Oper. Res. 37(8): 1359-1360 (2010) - [j14]Daniele Toscani, Francesco Archetti, Marco Frigerio, Enza Messina
:
IKNOS: inference and knowledge in networks of sensors. Int. J. Sens. Networks 8(3/4): 209-221 (2010) - [j13]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
A probabilistic relational approach for web document clustering. Inf. Process. Manag. 46(2): 117-130 (2010) - [j12]Guglielmo Lulli
, Enza Messina
, Francesco Archetti, Stefano Lanzeni:
A Mathematical Model for Optimal Functional Disruption of Biochemical Networks. J. Math. Model. Algorithms 9(1): 19-37 (2010) - [j11]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): 275-289 (2010) - 2009
- [j10]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): 379-386 (2009) - 2008
- [j9]Stefano Lanzeni, Enza Messina
, Francesco Archetti:
Graph models and mathematical programming in biochemical network analysis and metabolic engineering design. Comput. Math. Appl. 55(5): 970-983 (2008) - [j8]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Enhancing web page classification through image-block importance analysis. Inf. Process. Manag. 44(4): 1431-1447 (2008) - 2007
- [j7]Stefano Lanzeni, Enza Messina, Francesco Archetti:
Towards metabolic networks phylogeny using Petri Net-based expansional analysis. BMC Syst. Biol. 1(S-1): P17 (2007) - [j6]Francesco Archetti, Stefano Lanzeni, Enza Messina
, Leonardo Vanneschi
:
Genetic programming for computational pharmacokinetics in drug discovery and development. Genet. Program. Evolvable Mach. 8(4): 413-432 (2007) - 2006
- [j5]Vincenzina Messina
, Valentina Bosetti
:
Integrating stochastic programming and decision tree techniques in land conversion problems. Ann. Oper. Res. 142(1): 243-258 (2006) - 2003
- [j4]Vincenzina Messina, Valentina Bosetti:
Uncertainty and Option Value in Land Allocation Problems. Ann. Oper. Res. 124(1-4): 165-181 (2003) - 2000
- [j3]S. A. MirHassani
, Cormac Lucas, Gautam Mitra, Enza Messina
, Chandra A. Poojari:
Computational solution of capacity planning models under uncertainty. Parallel Comput. 26(5): 511-538 (2000) - 1995
- [j2]Alexei A. Gaivoronski, Enza Messina
, Anna Sciomachen:
A stochastic optimization approach for robot scheduling. Ann. Oper. Res. 56(1): 109-133 (1995) - [j1]Alexei A. Gaivoronski, Enza Messina
, Anna Sciomachen:
A statistical generalized programming algorithm for stochastic optimization problems. Ann. Oper. Res. 58(5): 295-321 (1995)
Conference and Workshop Papers
- 2024
- [c60]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. AAAI 2024: 12006-12015 - 2023
- [c59]Stefano Fiorini, Stefano Coniglio
, Michele Ciavotta, Enza Messina:
SigMaNet: One Laplacian to Rule Them All. AAAI 2023: 7568-7576 - [c58]Lorenzo Olearo, Fabio D'Adda, Vincenzina Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini:
An artificial intelligence approach to predict mutidimensional poverty of older people from unlabelled data. AIxAS@AI*IA 2023: 98-112 - [c57]Michele Carbonera, Michele Ciavotta, Enza Messina:
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation. IEEE Big Data 2023: 2578-2587 - [c56]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: 544-549 - 2022
- [c55]Stefania Bandini, Valeria Marina Borodi, David Chieregato, Marco Cremaschi, Federica D'Antico, Vincenzina Messina, Marco Terraneo, Laura Terzera, Francesca Gasparini:
Artificial Intelligence facing Multidimensional Poverty in Elderly. AIxAS@AI*IA 2022: 59-72 - [c54]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: 1886-1890 - [c53]Elisabetta Fersini
, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina
:
Deep Attributed Graph Embeddings. MDAI 2022: 181-192 - 2021
- [c52]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 - [c51]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: 203-208 - [c50]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: 397-402 - [c49]Silvia Terragni
, Elisabetta Fersini
, Enza Messina
:
Word Embedding-Based Topic Similarity Measures. NLDB 2021: 33-45 - 2020
- [c48]Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina:
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights 2020: 32-40 - [c47]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: 757-764 - [c46]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: 399-406 - [c45]Mauro Maria Baldi
, Elisabetta Fersini
, Enza Messina
:
Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks. LOD (1) 2020: 285-296 - [c44]Bruno G. Galuzzi
, Enza Messina
, Antonio Candelieri
, Francesco Archetti
:
Optimal Scenario-Tree Selection for Multistage Stochastic Programming. LOD (1) 2020: 335-346 - 2019
- [c43]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: 6226-6228 - [c42]Debora Nozza
, Cezar Sas
, Elisabetta Fersini
, Enza Messina
:
Word Embeddings for Unsupervised Named Entity Linking. KSEM (2) 2019: 115-132 - 2018
- [c41]Antonio Candelieri, Wenbin Zhang, Enza Messina
, Francesco Archetti:
Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams. IEEE BigData 2018: 5302-5304 - [c40]Elisabetta Fersini, Pikakshi Manchanda, Enza Messina
, Debora Nozza
, Matteo Palmonari:
Adapting Named Entity Types to New Ontologies in a Microblogging Environment. IEA/AIE 2018: 783-795 - 2017
- [c39]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: 25-28 - [c38]Debora Nozza, Elisabetta Fersini, Enza Messina:
A Multi-View Sentiment Corpus. EACL (1) 2017: 273-280 - [c37]Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza
, Enza Messina
:
Towards adaptation of named entity classification. SAC 2017: 155-157 - 2016
- [c36]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 - [c35]Debora Nozza
, Elisabetta Fersini, Enza Messina:
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. KDIR 2016: 68-76 - [c34]Debora Nozza, Elisabetta Fersini, Enza Messina:
Deep Learning and Ensemble Methods for Domain Adaptation. ICTAI 2016: 184-189 - [c33]Davide Caliano, Elisabetta Fersini, Pikakshi Manchanda, Matteo Palmonari, Enza Messina:
UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence. #Microposts 2016: 70-72 - 2015
- [c32]Elisabetta Fersini
, Federico Alberto Pozzi, Enza Messina
:
Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. DSAA 2015: 1-8 - [c31]Valentina Beretta, Daniele Maccagnola, Timothy Cribbin
, Enza Messina
:
An Interactive Method for Inferring Demographic Attributes in Twitter. HT 2015: 113-122 - [c30]Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina:
Word Sense Discrimination on Tweets: A Graph-based Approach. KDIR 2015: 138-146 - [c29]Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina:
Overlapping Kernel-based Community Detection with Node Attributes. KDIR 2015: 517-524 - 2014
- [c28]Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio:
eMediation - Towards Smart Online Dispute Resolution. KMIS 2014: 228-236 - [c27]Debora Nozza
, Daniele Maccagnola, Vincent Guigue, Enza Messina
, Patrick Gallinari:
A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks. SEFM Workshops 2014: 201-213 - 2013
- [c26]Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina, Daniele Blanc:
Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion. WOA@AI*IA 2013: 78-84 - [c25]Federico Alberto Pozzi, Daniele Maccagnola, Elisabetta Fersini
, Enza Messina
:
Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations. AI*IA 2013: 133-144 - [c24]Elisabetta Fersini
, Enza Messina
:
Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. CICLing (1) 2013: 317-328 - [c23]Hashim Ali
, Enza Messina
, Roberto Bisiani:
Subject-Dependent Physical Activity Recognition Model Framework with a Semi-supervised Clustering Approach. EMS 2013: 42-47 - [c22]Federico Alberto Pozzi, Elisabetta Fersini
, Enza Messina
:
Bayesian Model Averaging and Model Selection for Polarity Classification. NLDB 2013: 189-200 - 2012
- [c21]Luca Cattelani, Cristina E. Manfredotti, Enza Messina:
Multiple Object Tracking with Relations. ICPRAM (1) 2012: 459-466 - [c20]Elisabetta Fersini
, Enza Messina
, Alberto Leporati:
Discovering Gene-Drug Relationships for the Pharmacology of Cancer. IPMU (2) 2012: 117-126 - [c19]Daniele Maccagnola, Enza Messina
, Qian Gao, David R. Gilbert:
A machine learning approach for generating temporal logic classifications of complex model behaviours. WSC 2012: 294:1-294:12 - 2010
- [c18]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: 51-60 - [c17]Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi:
Semantics and Machine Learning: A New Generation of Court Management Systems. IC3K 2010: 382-398 - [c16]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. ICDM 2010: 237-247 - [c15]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Web Page Classification: A Probabilistic Model with Relational Uncertainty. IPMU 2010: 109-118 - 2009
- [c14]Cristina E. Manfredotti
, Enza Messina
:
Relational Dynamic Bayesian Networks to Improve Multi-target Tracking. ACIVS 2009: 528-539 - [c13]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. Web Intelligence/IAT Workshops 2009: 139-142 - [c12]Cristina E. Manfredotti, David J. Fleet
, Enza Messina
:
Relations to improve multi-target tracking in an activity recognition system. ICDP 2009: 1-6 - [c11]Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani:
Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. ICT4Justice 2009: 73-80 - [c10]Elisabetta Fersini
, Enza Messina
, Gaia Arosio, Francesco Archetti:
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. MLDM 2009: 594-602 - 2008
- [c9]Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina:
Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. ICT4Justice 2008 - [c8]Elisabetta Fersini
, Enza Messina
, Francesco Archetti:
Granular modeling of web documents: impact on information retrieval systems. WIDM 2008: 111-118 - 2007
- [c7]Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
:
Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs. EvoBIO 2007: 11-23 - 2006
- [c6]Francesco Archetti, Cristina E. Manfredotti
, Vincenzina Messina, Domenico G. Sorrenti:
Foreground-to-Ghost Discrimination in Single-Difference Pre-processing. ACIVS 2006: 263-274 - [c5]Francesco Archetti, Enza Messina
, Daniele Toscani, Leonardo Vanneschi
:
Classifying and Counting Vehicles in Traffic Control Applications. EvoWorkshops 2006: 495-499 - [c4]Francesco Archetti, P. Campanelli, Elisabetta Fersini
, Enza Messina
:
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. FQAS 2006: 257-269 - [c3]Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
:
Genetic programming for human oral bioavailability of drugs. GECCO 2006: 255-262 - [c2]Enza Messina
, Daniele Toscani, Francesco Archetti:
UP-DRES User Profiling for a Dynamic REcommendation System. ICDM 2006: 146-160 - 1993
- [c1]Alexei A. Gaivoronski, Enza Messina:
Stochastic optimization algorithms for regenerative deds. System Modelling and Optimization 1993: 320-331
Informal and Other Publications
- 2023
- [i5]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 abs/2312.04729 (2023) - [i4]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs. CoRR abs/2312.17361 (2023) - 2022
- [i3]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
SigMaNet: One Laplacian to Rule Them All. CoRR abs/2205.13459 (2022) - 2020
- [i2]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 abs/2012.03151 (2020) - 2019
- [i1]Antonio Candelieri, Stanislav Fedorov, Vincenzina Messina:
Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. CoRR abs/1906.04680 (2019)
Coauthor Index
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