Paola Velardi

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 51

Top Venues

CoRR

SAC

Artif. Intell. Medicine

LREC

Publications

Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
Lob-based deep learning models for stock price trend prediction: a benchmark study. Artif. Intell. Rev. 57 (5) (2024)
Bardh Prenkaj, Paola Velardi
Unsupervised Detection of Behavioural Drifts With Dynamic Clustering and Trajectory Analysis. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Luca Podo, Marco Angelini, Paola Velardi
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions. CoRR (2024)
Davide Gabrielli, Bardh Prenkaj, Paola Velardi
Seamless Monitoring of Stress Levels Leveraging a Universal Model for Time Sequences. CoRR (2024)
Luca Podo, Bardh Prenkaj, Paola Velardi
Machine Learning for Visualization Recommendation Systems: Open Challenges and Future Directions. CoRR (2023)
Stefano Faralli, Andrea Lenzi, Paola Velardi
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships. J. Artif. Intell. Res. 78 (2023)
Tiziana Catarci, Barbara Polidori, Daniel Raffini, Paola Velardi
A Greed(y) Training Strategy to Attract High School Girls to Undertake Studies in ICT. CoRR (2023)
Bardh Prenkaj, Paola Velardi
Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory Analysis. CoRR (2023)
Bardh Prenkaj, Dario Aragona, Alessandro Flaborea, Fabio Galasso, Saverio Gravina, Luca Podo, Emilia Reda, Paola Velardi
A self-supervised algorithm to detect signs of social isolation in the elderly from daily activity sequences. Artif. Intell. Medicine 135 (2023)
Tiziana Catarci, Barbara Polidori, Daniel Raffini, Paola Velardi
A Greed(y) Training Strategy to Attract High School Girls to Undertake Studies in ICT. HCI (11) (2023)
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study. CoRR (2023)
Giorgio Grani, Andrea Lenzi, Paola Velardi
Supporting Personalized Health Care With Social Media Analytics: An Application to Hypothyroidism. ACM Trans. Comput. Heal. 3 (1) (2022)
Andrea Lenzi, Paola Velardi
Collaborative is better than adversarial: generative cooperative networks for topic clustering. SAC (2022)
Luca Podo, Paola Velardi
AnomalyByClick: An Interactive Visualization Tool for Monitoring Activities of Daily Living and Anomaly Annotation. AVI (2022)
Marianna Maranghi, Aris Anagnostopoulos, Irene Cannistraci, Ioannis Chatzigiannakis, Federico Croce, Giulia Di Teodoro, Michele Gentili, Giorgio Grani, Maurizio Lenzerini, Stefano Leonardi, Andrea Mastropietro, Laura Palagi, Massimiliano Pappa, Riccardo Rosati, Riccardo Valentini, Paola Velardi
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes. CoRR (2022)
Stefano Faralli, Andrea Lenzi, Paola Velardi
A Large Interlinked Knowledge Graph of the Italian Cultural Heritage. LREC (2022)
Luca Podo, Paola Velardi
Plotly.plus, an Improved Dataset for Visualization Recommendation. CIKM (2022)
Giorgio Grani, Lorenzo Madeddu, Paola Velardi
A Network-Based Analysis of Disease Modules From a Taxonomic Perspective. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Erica Faggiani, Stefano Faralli, Paola Velardi
Neural Word Sense Disambiguation to Prune a Large Knowledge Graph of the Italian Cultural Heritage. ADBIS (Short Papers) (2022)
Bardh Prenkaj, Damiano Distante, Stefano Faralli, Paola Velardi
Hidden space deep sequential risk prediction on student trajectories. Future Gener. Comput. Syst. 125 (2021)
Lorenzo Madeddu, Giorgio Grani, Paola Velardi
Integrating categorical and structural proximity in Disease Ontologies. EMBC (2021)
Dario Aragona, Luca Podo, Bardh Prenkaj, Paola Velardi
: a deep sequential framework to predict epidemic spread. SAC (2021)
Stefano Faralli, Andrea Lenzi, Paola Velardi
AGDLI: ArCo, GVP and DBpedia Linking Initiative. ISWC (Posters/Demos/Industry) (2021)
Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli
A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction. CIKM (2020)
Stefano Faralli, Paola Velardi, Farid Yusifli
Multiple Knowledge GraphDB (MKGDB). LREC (2020)
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
A feature-learning-based method for the disease-gene prediction problem. Int. J. Data Min. Bioinform. 24 (1) (2020)
Giorgia Di Tommaso, Mauro Gatti, Michela Iannotta, Ajay Mehra, Giovanni Stilo, Paola Velardi
Gender, rank, and social networks on an enterprise social media platform. Soc. Networks 62 (2020)
Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli
A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. 53 (3) (2020)
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
Predicting disease genes for complex diseases using random watcher-walker. SAC (2020)
Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
A topic recommender for journalists. Inf. Retr. J. 22 (1-2) (2019)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
WebIsAGraph: A Very Large Hypernymy Graph from a Web Corpus. CLiC-it (2019)
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
Predicting Disease Genes Using Connectivity and Functional Features. BIBM (2019)
Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi
The social phenotype: Extracting a patient-centered perspective of diabetes from health-related blogs. Artif. Intell. Medicine 101 (2019)
Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi
Quality of Life Assessment of Diabetic patients from health-related blogs. CoRR (2019)
Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
What to write and why: a recommender for news media. SAC (2018)
Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi
Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) (2018)
Giorgia Di Tommaso, Stefano Faralli, Paola Velardi
A Large Multilingual and Multi-domain Dataset for Recommender Systems. LREC (2018)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
Efficient Pruning of Large Knowledge Graphs. IJCAI (2018)
Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi
CrumbTrail: An efficient methodology to reduce multiple inheritance in knowledge graphs. Knowl. Based Syst. 151 (2018)
Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
A Gendered Analysis of Leadership in Enterprise Social Networks. ICWSM (2017)
Giovanni Stilo, Christian Morbidoni, Alessandro Cucchiarelli, Paola Velardi
Capturing Users' Information and Communication Needs for the Press Officers. SoMePeAS@ECIR (2017)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. 45 (2017)
Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
Detecting network leaders in enterprises. CSCWD (2017)
Giovanni Stilo, Paola Velardi
Hashtag Sense Clustering Based on Temporal Similarity. Comput. Linguistics 43 (1) (2017)
Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
What to Write? A topic recommender for journalists. NLPmJ@EMNLP (2017)
Stefano Faralli, Giorgia Di Tommaso, Paola Velardi
Semantic Enabled Recommender System for Micro-Blog Users. ICDM Workshops (2016)
Giovanni Stilo, Paola Velardi
Efficient temporal mining of micro-blog texts and its application to event discovery. Data Min. Knowl. Discov. 30 (2) (2016)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI (2015)
Stefano Faralli, Giovanni Stilo, Paola Velardi
A Semantic Recommender for Micro-blog Users. BigData Congress (2015)
Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
Analysis of women leadership in enterprise social networks. CoRR (2015)
Stefano Faralli, Giovanni Stilo, Paola Velardi
Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. 5 (1) (2015)
Giovanni Stilo, Paola Velardi, Alberto E. Tozzi, Francesco Gesualdo
Predicting Flu Epidemics Using Twitter and Historical Data. Brain Informatics and Health (2014)
Giovanni Stilo, Paola Velardi
Temporal Semantics: Time-Varying Hashtag Sense Clustering. EKAW (2014)
Giovanni Stilo, Paola Velardi
Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity. WI-IAT (1) (2014)
Paola Velardi, Giovanni Stilo, Alberto E. Tozzi, Francesco Gesualdo
Twitter mining for fine-grained syndromic surveillance. Artif. Intell. Medicine 61 (3) (2014)
Paola Velardi, Stefano Faralli, Roberto Navigli
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction. Comput. Linguistics 39 (3) (2013)
Giovanni Stilo, Moreno De Vincenzi, Alberto E. Tozzi, Paola Velardi
Automated learning of everyday patients' language for medical blogs analytics. RANLP (2013)
Paola Velardi, Fulvio D'Antonio, Alessandro Cucchiarelli
Open domain knowledge extraction: inference on a web scale. WIMS (2013)
Paola Velardi, Roberto Navigli, Stefano Faralli, Juana María Ruiz-Martínez
A New Method for Evaluating Automatically Learned Terminological Taxonomies. LREC (2012)
Alessandro Cucchiarelli, Fulvio D'Antonio, Paola Velardi
Semantically interconnected social networks. Soc. Netw. Anal. Min. 2 (1) (2012)
Roberto Navigli, Paola Velardi, Stefano Faralli
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch. IJCAI (2011)
Roberto Navigli, Paola Velardi
Learning Word-Class Lattices for Definition and Hypernym Extraction. ACL (2010)
Roberto Navigli, Paola Velardi, Juana María Ruiz-Martínez
An Annotated Dataset for Extracting Definitions and Hypernyms from the Web. LREC (2010)
Fulvio D'Antonio, Simone Orsini, Alessandro Cucchiarelli, Paola Velardi
Clustering Enterprise Networks by Patent Analysis. INVIT (2010)
Paola Velardi, Roberto Navigli, Alessandro Cucchiarelli, Fulvio D'Antonio
A New Content-Based Model for Social Network Analysis. ICSC (2008)
Paola Velardi, Roberto Navigli, Pierluigi D'Amadio
Mining the Web to Create Specialized Glossaries. IEEE Intell. Syst. 23 (5) (2008)
Paola Velardi, Roberto Navigli, Alessandro Cucchiarelli, Mirco Curzi
Content-Based Social Network Analysis. ECAI (2008)
Alessandro Cucchiarelli, Paola Velardi, Fulvio D'Antonio, Mirco Curzi
Modeling Collaborations Content in Social Network Analysis. Web Intelligence (2008)
Paola Velardi, Alessandro Cucchiarelli, Fulvio D'Antonio
Monitoring the status of a research community through a Knowledge Map. Web Intell. Agent Syst. 6 (3) (2008)
Blaz Fortuna, Nada Lavrac, Paola Velardi
Advancing Topic Ontology Learning through Term Extraction. PRICAI (2008)
Paola Velardi, Alessandro Cucchiarelli, Michaël Petit
A Taxonomy Learning Method and Its Application to Characterize a Scientific Web Community. IEEE Trans. Knowl. Data Eng. 19 (2) (2007)
Roberto Navigli, Paola Velardi
GlossExtractor: A Web Application to Automatically Create a Domain Glossary. AI*IA (2007)
F. Sclano, Paola Velardi
TermExtractor: a Web Application to Learn the Shared Terminology of Emergent Web Communities. IESA (2007)
Paola Velardi, Alessandro Cucchiarelli, Michaël Petit
A Semantically Enriched Competency Management System to Support the Analysis of a Web-based Research Network. Web Intelligence (2007)
Paola Velardi, Roberto Navigli, Michaël Petit
Semantic Indexing of a Competence Map to Support Scientific Collaboration in a Research Community. IJCAI (2007)
Roberto Navigli, Paola Velardi
Ontology Enrichment Through Automatic Semantic Annotation of On-Line Glossaries. EKAW (2006)
Paola Velardi, Alessandro Cucchiarelli, Michaël Petit
Supporting Scientific Collaboration in a Network of Excellence Through a Semantically Indexed Knowledge Map. I-ESA (2006)
Roberto Navigli, Paola Velardi
Enriching a Formal Ontology with a Thesaurus: an Application in the Cultural Heritage Domain. OntologyLearning@COLING/ACL (2006)
Pierluigi D'Amadio, Paola Velardi
Detecting The Emergence Of New Concepts In Web Communities. EMOI-INTEROP (2005)
Roberto Navigli, Paola Velardi
Structural Semantic Interconnections: A Knowledge-Based Approach to Word Sense Disambiguation. IEEE Trans. Pattern Anal. Mach. Intell. 27 (7) (2005)
Roberto Navigli, Paola Velardi
Structural semantic interconnection: a knowledge-based approach to Word Sense Disambiguation. SENSEVAL@ACL (2004)
Alessandro Cucchiarelli, Roberto Navigli, Francesca Neri, Paola Velardi
Automatic Generation of Glosses in the OntoLearn System. LREC (2004)
Roberto Navigli, Paola Velardi
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites. Comput. Linguistics 30 (2) (2004)
Roberto Navigli, Paola Velardi, Alessandro Cucchiarelli, Francesca Neri
Quantitative and Qualitative Evaluation of the OntoLearn Ontology Learning System. COLING (2004)
Roberto Navigli, Paola Velardi
A knowledge-based approach to ontology learning and semantic annotation. CAiSE Workshops (3) (2004)
Michele Missikoff, Paola Velardi, Paolo Fabriani
Text Mining Techniques to Automatically Enrich a Domain Ontology. Appl. Intell. 18 (3) (2003)
Roberto Navigli, Paola Velardi, Aldo Gangemi
Ontology Learning and Its Application to Automated Terminology Translation. IEEE Intell. Syst. 18 (1) (2003)
Aldo Gangemi, Roberto Navigli, Paola Velardi
The OntoWordNet Project: Extension and Axiomatization of Conceptual Relations in WordNet. OTM (2003)
Michele Missikoff, Roberto Navigli, Paola Velardi
Integrated Approach to Web Ontology Learning and Engineering. Computer 35 (11) (2002)
Roberto Navigli, Paola Velardi
Automatic Adaptation of WordNet to Domains. LREC (2002)
Michele Missikoff, Roberto Navigli, Paola Velardi
The Usable Ontology: An Environment for Building and Assessing a Domain Ontology. ISWC (2002)
Alessandro Cucchiarelli, Paola Velardi
Feature-Based WSD: Why We Are at a Dead-End. PorTAL (2002)
Alessandro Cucchiarelli, Paola Velardi
Unsupervised Named Entity Recognition Using Syntatic and Semantic Contextual Evidence. Comput. Linguistics 27 (1) (2001)
Paola Velardi, Paolo Fabriani, Michele Missikoff
Using text processing techniques to automatically enrich a domain ontology. FOIS (2001)
Paola Velardi, Michele Missikoff, Roberto Basili
Identification of Relevant Terms to Support the Construction of Domain Ontologies. HTLKM@ACL (2001)
Georgios Petasis, Alessandro Cucchiarelli, Paola Velardi, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos
Automatic adaptation of proper noun dictionaries through cooperation of machine learning and probabilistic methods. SIGIR (2000)
Alessandro Cucchiarelli, Enrico Faggioli, Paola Velardi
Will Very Large Corpora Play For Semantic Disambiguation The Role That Massive Computing Power Is Playing For Other AI-Hard Problems? LREC (2000)
Paola Velardi, Alessandro Cucchiarelli
A Theoretical Analysis of Context-based Learning Algorithms or Word Sense Disambiguation. ECAI (2000)
Alessandro Cucchiarelli, Danilo Luzi, Paola Velardi
Semantic tagging of unknown proper nouns. Nat. Lang. Eng. 5 (2) (1999)
Alessandro Cucchiarelli, Paola Velardi
Finding a domain-appropriate sense inventory for semantically tagging a corpus. Nat. Lang. Eng. 4 (4) (1998)

Paola Velardi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Paola Velardi