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Sergio Consoli
Person information
- affiliation: European Commission, Joint Research Centre (DG JRC), Brussels, Belgium
- affiliation (former): Philips Research, Eindhoven, The Netherlands
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2020 – today
- 2024
- [j29]Simone Angioni
, Sergio Consoli
Exploring Environmental, Social, and Governance (ESG) Discourse in News: An AI-Powered Investigation Through Knowledge Graph Analysis. IEEE Access 12: 77269-77283 (2024) - [j28]Gianfranco Lombardo
Natural Language Processing and Deep Learning for Bankruptcy Prediction: An End-to-End Architecture. IEEE Access 12: 151075-151091 (2024) - [c47]Simone Angioni, Sergio Consoli, Danilo Dessì, Francesco Osborne, Diego Reforgiato Recupero, Angelo A. Salatino:
Investigating Environmental, Social, and Governance (ESG) Discussions in News: A Knowledge Graph Analysis Empowered by AI. SemTech4STLD@ESWC 2024: 49-60 - [c46]Antonio Puertas Gallardo, Sergio Consoli, Mario Ceresa, Roel Hulsman, Lorenzo Bertolini:
On Constructing Biomedical Text-to-Graph Systems with Large Language Models. TEXT2KG/DQMLKG@ESWC 2024: 12 - [c45]Danilo Dessì, Gianni Fenu, Sergio Consoli, Vanni Zavarella, Francesco Osborne, Davide Buscaldi, Simone Angioni, Diego Reforgiato Recupero:
Knowledge Graphs for Digital Transformation Monitoring in Social Media. TEXT2KG/DQMLKG@ESWC 2024: 13 - [c44]Vanni Zavarella
Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis. UMAP (Adjunct Publication) 2024 - [i23]Luca Barbaglia, Sergio Consoli
Forecasting GDP in Europe with Textual Data. CoRR abs/2401.07179 (2024) - [i22]Sergio Consoli, Valentina Alberti, Cinzia Cocco, Francesco Panella
Cultural gems linked open data: Mapping culture and intangible heritage in European cities. CoRR abs/2402.07335 (2024) - [i21]Oscar Araque, Luca Barbaglia, Francesco Berlingieri, Marco Colagrossi, Sergio Consoli, Lorenzo Gatti, Caterina Mauri, Kyriaki Kalimeri:
Beyond the Headlines: Understanding Sentiments and Morals Impacting Female Employment in Spain. CoRR abs/2402.07339 (2024) - [i20]Valentina Alberti, Cinzia Cocco, Sergio Consoli, Valentina Montalto, Francesco Panella
Ontology Engineering to Model the European Cultural Heritage: The Case of Cultural Gems. CoRR abs/2402.07351 (2024) - [i19]Oscar Araque, Lorenzo Gatti, Sergio Consoli, Kyriaki Kalimeri:
A Novel Lexicon for the Moral Foundation of Liberty. CoRR abs/2407.11862 (2024) - [i18]Vanni Zavarella, Juan Carlos Gamero-Salinas, Sergio Consoli:
A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models. CoRR abs/2408.02377 (2024) - [i17]Sergio Consoli, Peter Markov, Nikolaos I. Stilianakis, Lorenzo Bertolini, Antonio Puertas Gallardo, Mario Ceresa:
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models. CoRR abs/2408.14277 (2024) - [i16]Vanni Zavarella, Sergio Consoli, Diego Reforgiato Recupero, Gianni Fenu, Simone Angioni, Davide Buscaldi, Danilo Dessì, Francesco Osborne:
Triplètoile: Extraction of Knowledge from Microblogging Text. CoRR abs/2408.14908 (2024) - 2023
- [j27]Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, Sergio Consoli
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach. EPJ Data Sci. 12(1): 24 (2023) - [c43]Manel Gil Sorribes, Gabriele Leoni, Antonio Puertas Gallardo, Mauro Petrillo
ML-based predictive gut microbiome analysis for health assessment. CENTERIS/ProjMAN/HCist 2023: 1452-1459 - 2022
- [j26]Salvatore M. Carta
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence. IEEE Access 10: 127328-127344 (2022) - [j25]Salvatore Carta, Sergio Consoli
Statistical arbitrage powered by Explainable Artificial Intelligence. Expert Syst. Appl. 206: 117763 (2022) - [j24]Sergio Consoli
Fine-grained, aspect-based sentiment analysis on economic and financial lexicon. Knowl. Based Syst. 247: 108781 (2022) - [j23]Salvatore Carta, Sergio Consoli
An eXplainable Artificial Intelligence tool for statistical arbitrage. Softw. Impacts 14: 100354 (2022) - [c42]Sergio Consoli
Evaluating the Effects of Chaos in Variable Neighbourhood Search. MIC 2022: 200-214 - [c41]Marco Colagrossi, Sergio Consoli
Tracking socio-economic activities in European countries with unconventional data. GoodIT 2022: 323-330 - [c40]Sergio Consoli
On the Development of a European Tracker of Societal Issues and Economic Activities Using Alternative Data. PKDD/ECML Workshops (2) 2022: 38-43 - [i15]Sergio Consoli
Neural Forecasting of the Italian Sovereign Bond Market with Economic News. CoRR abs/2203.07071 (2022) - [i14]Luca Barbaglia, Sergio Consoli
Forecasting with Economic News. CoRR abs/2203.15686 (2022) - 2021
- [j22]Salvatore M. Carta
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage. IEEE Access 9: 29942-29959 (2021) - [j21]Salvatore M. Carta
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting. IEEE Access 9: 30193-30205 (2021) - [j20]Salvatore Carta, Sergio Consoli
Event detection in finance using hierarchical clustering algorithms on news and tweets. PeerJ Comput. Sci. 7: e438 (2021) - [c39]Sergio Consoli, Luca Barbaglia, Sebastiano Manzan:
Explaining Sentiment from Lexicon. DeepOntoNLP/X-SENTIMENT@ESWC 2021: 87-95 - [c38]Simone Angioni, Salvatore Carta, Sergio Consoli
A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction. ICFNDS 2021: 616-624 - [c37]Sergio Consoli
Reduced Variable Neighbourhood Search for the Generation of Controlled Circular Data. ICVNS 2021: 83-98 - [c36]Sergio Consoli
Forecasting the IBEX-35 Stock Index Using Deep Learning and News Emotions. LOD 2021: 308-323 - [c35]Luca Barbaglia, Sergio Consoli
Financial Forecasting with Word Embeddings Extracted from News: A Preliminary Analysis. PKDD/ECML Workshops (2) 2021: 179-188 - [c34]Sergio Consoli
On Neural Forecasting and News Emotions: The Case of the Spanish Stock Market. PKDD/ECML Workshops (2) 2021: 189-194 - [i13]Sergio Consoli, Luca Tiozzo Pezzoli, Elisa Tosetti:
Emotions in Macroeconomic News and their Impact on the European Bond Market. CoRR abs/2106.15698 (2021) - 2020
- [j19]Sergio Consoli
Improved metaheuristics for the quartet method of hierarchical clustering. J. Glob. Optim. 78(2): 241-270 (2020) - [c33]Sergio Consoli
Fine-grained, aspect-based semantic sentiment analysis within the economic and financial domains. CogMI 2020: 52-61 - [c32]Salvatore Carta, Sergio Consoli
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting. ICFNDS 2020: 46:1-46:6 - [c31]Sergio Consoli
SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. IUI Companion 2020: 5-6 - [c30]Sergio Consoli, Danilo Dessì, Gianni Fenu, Mirko Marras:
Deep Attention-based Model for Helpfulness Prediction of Healthcare Online Reviews. SmartPhil@IUI 2020: 33-49 - [c29]Salvatore Carta
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast. LOD (1) 2020: 162-176 - [c28]Sergio Consoli
Using the GDELT Dataset to Analyse the Italian Sovereign Bond Market. LOD (1) 2020: 190-202 - [c27]Sergio Consoli
Information Extraction From the GDELT Database to Analyse EU Sovereign Bond Markets. MIDAS@PKDD/ECML 2020: 55-67 - [c26]Luca Barbaglia
Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting. MIDAS@PKDD/ECML 2020: 135-149 - [c25]Sergio Consoli, Kees Wouters, Renée A. Otte, Adrienne Heinrich:
A Newborn Development Insights Mining and Recommendation System from Scientific Literature and Clinical Guidelines. SWH@ISWC 2020: 30-41 - [e2]Sergio Consoli, Diego Reforgiato Recupero, Daniele Riboni:
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, SmartPhil@IUI 2020, Cagliari, Italy, March 17, 2020. CEUR Workshop Proceedings 2596, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [j18]Sergio Consoli
An exact algorithm for the minimum quartet tree cost problem. 4OR 17(4): 401-425 (2019) - [c24]Luca Barbaglia
Monitoring the Business Cycle with Fine-Grained, Aspect-Based Sentiment Extraction from News. MIDAS@PKDD 2019: 101-106 - [c23]Luca Tiozzo Pezzoli, Sergio Consoli
Big Data Financial Sentiment Analysis in the European Bond Markets. MIDAS@PKDD 2019: 122-126 - [p5]Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla
Data Science in Healthcare: Benefits, Challenges and Opportunities. Data Science for Healthcare 2019: 3-38 - [p4]Jan H. M. Korst, Verus Pronk, Mauro Barbieri, Sergio Consoli
Introduction to Classification Algorithms and Their Performance Analysis Using Medical Examples. Data Science for Healthcare 2019: 39-73 - [p3]Monique Hendriks, Charalampos Xanthopoulakis, Pieter C. Vos, Sergio Consoli
Data Visualization in Clinical Practice. Data Science for Healthcare 2019: 289-304 - [p2]Danilo Dessì
A Recommender System of Medical Reports Leveraging Cognitive Computing and Frame Semantics. Machine Learning Paradigms 2019: 7-30 - [e1]Sergio Consoli
Data Science for Healthcare - Methodologies and Applications. Springer 2019, ISBN 978-3-030-05248-5 [contents] - [i12]Marijn van Knippenberg, Vlado Menkovski, Sergio Consoli:
Evolutionary Construction of Convolutional Neural Networks. CoRR abs/1903.01895 (2019) - [i11]Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petkovic, Anja van de Stolpe:
Artificial Intelligence in Clinical Health Care Applications: Viewpoint. CoRR abs/1906.02090 (2019) - 2018
- [c22]Sergio Consoli
Improved Variable Neighbourhood Search Heuristic for Quartet Clustering. ICVNS 2018: 1-12 - [c21]Ilyas Chaoua
Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. AIH@IJCAI (Revised Selected Papers) 2018: 59-75 - [c20]Ilyas Chaoua, Diego Reforgiato Recupero, Sergio Consoli, Aki Härmä, Rim Helaoui:
Detecting and tracking ongoing topics in psychotherapeutic conversations. AIH@IJCAI 2018: 97-108 - [c19]Marijn van Knippenberg, Vlado Menkovski
Evolutionary Construction of Convolutional Neural Networks. LOD 2018: 293-304 - [c18]Sergio Consoli
Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights. LOD 2018: 305-316 - [i10]Sergio Consoli, Jan H. M. Korst, Gijs Geleijnse, Steffen Pauws:
On the minimum quartet tree cost problem. CoRR abs/1807.00566 (2018) - [i9]José Andrés Moreno-Pérez, Sergio Consoli:
Minimum Labelling bi-Connectivity. CoRR abs/1807.00570 (2018) - 2017
- [j17]Sergio Consoli
Producing Linked Data for Smart Cities: The Case of Catania. Big Data Res. 7: 1-15 (2017) - [j16]Sergio Consoli
A quartet method based on variable neighborhood search for biomedical literature extraction and clustering. Int. Trans. Oper. Res. 24(3): 537-558 (2017) - [j15]Sergio Consoli
Comparison of metaheuristics for the k-labeled spanning forest problem. Int. Trans. Oper. Res. 24(3): 559-582 (2017) - [c17]Danilo Dessì, Diego Reforgiato Recupero, Gianni Fenu, Sergio Consoli:
Exploiting Cognitive Computing and Frame Semantic Features for Biomedical Document Clustering. SeWeBMeDA@ESWC 2017: 20-34 - [c16]Sergio Consoli, Xiao Ming Zhou, Wei Shun Bao, Declan P. Kelly, Vincent Lou:
Semantic Mining of Respiratory Health Knowledge from Scientific Literature. SEMANTiCS (Posters & Demos) 2017 - [c15]Sergio Consoli
Improving Support Vector Machines Performance Using Local Search. MOD 2017: 16-28 - [i8]Sergio Consoli, Jacek Kustra, Pieter C. Vos, Monique Hendriks, Dimitrios Mavroeidis:
Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines. CoRR abs/1707.03191 (2017) - 2016
- [j14]Sergio Consoli
A local search approach for generating directional data. Intell. Data Anal. 20(2): 439-453 (2016) - [j13]Misael Mongiovì
Merging open knowledge extracted from text with MERGILO. Knowl. Based Syst. 108: 155-167 (2016) - [j12]Valentina Presutti, Andrea Giovanni Nuzzolese
From hyperlinks to Semantic Web properties using Open Knowledge Extraction. Semantic Web 7(4): 351-378 (2016) - [i7]Diego Reforgiato Recupero, Mario Castronovo, Sergio Consoli, Tarcisio Costanzo, Aldo Gangemi, Luigi Grasso, Giorgia Lodi, Gianluca Merendino, Misael Mongiovì, Valentina Presutti, Salvatore Davide Rapisarda, Salvo Rosa, Emanuele Spampinato:
An Innovative, Open, Interoperable Citizen Engagement Cloud Platform for Smart Government and Users' Interaction. CoRR abs/1605.07343 (2016) - 2015
- [j11]Sergio Consoli
Solving the minimum labelling spanning tree problem by intelligent optimization. Appl. Soft Comput. 28: 440-452 (2015) - [j10]Diego Reforgiato Recupero
Sentilo: Frame-Based Sentiment Analysis. Cogn. Comput. 7(2): 211-225 (2015) - [j9]Sergio Consoli
A VNS-based quartet algorithm for biomedical literature clustering. Electron. Notes Discret. Math. 47: 13-20 (2015) - [j8]Sergio Consoli
Variable neighbourhood search for the k-labelled spanning forest problem. Electron. Notes Discret. Math. 47: 29-36 (2015) - [c14]Sergio Consoli
Using FRED for Named Entity Resolution, Linking and Typing for Knowledge Base Population. SemWebEval@ESWC 2015: 40-50 - [c13]Misael Mongiovì
Semantic reconciliation of knowledge extracted from text through a novel machine reader. K-CAP 2015: 25:1-25:4 - [c12]Diego Reforgiato Recupero
Extracting knowledge from text using SHELDON, a Semantic Holistic framEwork for LinkeD ONtology data. WWW (Companion Volume) 2015: 235-238 - [c11]Sergio Consoli
An Urban Fault Reporting and Management Platform for Smart Cities. WWW (Companion Volume) 2015: 535-540 - [c10]Sergio Consoli
A Smart City Data Model based on Semantics Best Practice and Principles. WWW (Companion Volume) 2015: 1395-1400 - [i6]Sergio Consoli, Nenad Mladenovic, José A. Moreno-Pérez:
BVNS para el problema del bosque generador k-etiquetado. CoRR abs/1503.01376 (2015) - [i5]Sergio Consoli, José Andrés Moreno-Pérez, Nenad Mladenovic:
Towards an intelligent VNS heuristic for the k-labelled spanning forest problem. CoRR abs/1503.02009 (2015) - [i4]José A. Moreno-Pérez, Sergio Consoli:
On the Minimum Labelling Spanning bi-Connected Subgraph problem. CoRR abs/1505.01742 (2015) - [i3]Sergio Consoli, José Andrés Moreno-Pérez:
An intelligent extension of Variable Neighbourhood Search for labelling graph problems. CoRR abs/1509.08792 (2015) - 2014
- [c9]Diego Reforgiato Recupero
SHELDON: Semantic Holistic FramEwork for LinkeD ONtology Data. EKAW (Satellite Events) 2014: 136-139 - [c8]Sergio Consoli
Legalo: Revealing the Semantics of Links. EKAW (Satellite Events) 2014: 140-144 - [c7]Valentina Presutti, Sergio Consoli
Uncovering the Semantics of Wikipedia Pagelinks. EKAW 2014: 413-428 - [c6]Diego Reforgiato Recupero, Aldo Gangemi, Andrea Giovanni Nuzzolese, Sergio Consoli, Daria Spampinato, Valentina Presutti:
Semantic Web-based Sentiment Analysis. SSA-SMILE@ESWC 2014: 25-28 - [c5]Sergio Consoli, Aldo Gangemi, Andrea Giovanni Nuzzolese, Silvio Peroni, Valentina Presutti, Diego Reforgiato Recupero, Daria Spampinato:
Towards emergency vehicle routing using Geolinked Open Data: the case study of the Municipality of Catania. SSA-SMILE@ESWC 2014: 31-42 - [c4]Sergio Consoli
Setting the Course of Emergency Vehicle Routing Using Geolinked Open Data for the Municipality of Catania. ESWC (Satellite Events) 2014: 42-53 - [c3]Diego Reforgiato Recupero
A Semantic Web Based Core Engine to Efficiently Perform Sentiment Analysis. ESWC (Satellite Events) 2014: 245-248 - [c2]Sergio Consoli
Geolinked Open Data for the Municipality of Catania. WIMS 2014: 58:1-58:8 - [i2]Sergio Consoli, Diego Reforgiato Recupero, Vanni Zavarella:
A survey on tidal analysis and forecasting methods for Tsunami detection. CoRR abs/1403.0135 (2014) - [i1]Sergio Consoli, José Andrés Moreno-Pérez, Kenneth Darby-Dowman, Nenad Mladenovic:
Mejora de la exploracion y la explotacion de las heuristicas constructivas para el MLSTP. CoRR abs/1405.1980 (2014) - 2013
- [j7]Sergio Consoli
Intelligent variable neighbourhood search for the minimum labelling spanning tree problem. Electron. Notes Discret. Math. 41: 399-406 (2013) - [c1]Sergio Consoli
Intelligent Optimization for the Minimum Labelling Spanning Tree Problem. LION 2013: 19-23 - 2012
- [j6]Sergio Consoli
The development and application of metaheuristics for problems in graph theory: a computational study. 4OR 10(3): 319-320 (2012) - [j5]Sergio Consoli
Solving the minimum labelling spanning tree problem using hybrid local search. Electron. Notes Discret. Math. 39: 75-82 (2012) - 2010
- [j4]Sergio Consoli
Discrete Particle Swarm Optimization for the minimum labelling Steiner tree problem. Nat. Comput. 9(1): 29-46 (2010) - [j3]Sergio Consoli
Heuristic Approaches for the Quartet Method of Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. 22(10): 1428-1443 (2010)
2000 – 2009
- 2009
- [j2]Sergio Consoli
Variable neighbourhood search for the minimum labelling Steiner tree problem. Ann. Oper. Res. 172(1): 71-96 (2009) - [j1]Sergio Consoli
Greedy Randomized Adaptive Search and Variable Neighbourhood Search for the minimum labelling spanning tree problem. Eur. J. Oper. Res. 196(2): 440-449 (2009) - 2007
- [p1]Sergio Consoli
Discrete Particle Swarm Optimization for the Minimum Labelling Steiner Tree Problem. NICSO 2007: 313-322
Coauthor Index
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