Sergio Consoli

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 74

Top Topics

Artificial Intelligence

Scientific Literature

Top Venues

PKDD/ECML Workshops (2)

Publications

Simone Angioni, Sergio Consoli, Danilo Dessì, Francesco Osborne, Diego Reforgiato Recupero, Angelo A. Salatino
Exploring Environmental, Social, and Governance (ESG) Discourse in News: An AI-Powered Investigation Through Knowledge Graph Analysis. IEEE Access 12 (2024)
Valentina Alberti, Cinzia Cocco, Sergio Consoli, Valentina Montalto, Francesco Panella
Ontology Engineering to Model the European Cultural Heritage: The Case of Cultural Gems. CoRR (2024)
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 (2024)
Oscar Araque, Lorenzo Gatti, Sergio Consoli, Kyriaki Kalimeri
A Novel Lexicon for the Moral Foundation of Liberty. CoRR (2024)
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)
Vanni Zavarella, Diego Reforgiato Recupero, Sergio Consoli, Gianni Fenu
Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis. UMAP (Adjunct Publication) (2024)
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
Forecasting GDP in Europe with Textual Data. CoRR (2024)
Sergio Consoli, Valentina Alberti, Cinzia Cocco, Francesco Panella, Valentina Montalto
Cultural gems linked open data: Mapping culture and intangible heritage in European cities. CoRR (2024)
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) (2023)
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Statistical arbitrage powered by Explainable Artificial Intelligence. Expert Syst. Appl. 206 (2022)
Marco Colagrossi, Sergio Consoli, Francesco Panella, Luca Barbaglia
Tracking socio-economic activities in European countries with unconventional data. GoodIT (2022)
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
An eXplainable Artificial Intelligence tool for statistical arbitrage. Softw. Impacts 14 (2022)
Sergio Consoli, Marco Colagrossi, Francesco Panella, Luca Barbaglia
On the Development of a European Tracker of Societal Issues and Economic Activities Using Alternative Data. PKDD/ECML Workshops (2) (2022)
Sergio Consoli, Luca Tiozzo Pezzoli, Elisa Tosetti
Neural Forecasting of the Italian Sovereign Bond Market with Economic News. CoRR (2022)
Salvatore M. Carta, Sergio Consoli, Alessandro Giuliani, Alessandro Sebastian Podda, Diego Reforgiato Recupero
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence. IEEE Access 10 (2022)
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
Forecasting with Economic News. CoRR (2022)
Sergio Consoli, Luca Barbaglia, Sebastiano Manzan
Fine-grained, aspect-based sentiment analysis on economic and financial lexicon. Knowl. Based Syst. 247 (2022)
Sergio Consoli, José Andrés Moreno-Pérez
Evaluating the Effects of Chaos in Variable Neighbourhood Search. MIC (2022)
Luca Barbaglia, Sergio Consoli, Susan Wang
Financial Forecasting with Word Embeddings Extracted from News: A Preliminary Analysis. PKDD/ECML Workshops (2) (2021)
Simone Angioni, Salvatore Carta, Sergio Consoli, Diego Reforgiato Recupero, Maria Madalina Stanciu
A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction. ICFNDS (2021)
Sergio Consoli, Luca Barbaglia, Sebastiano Manzan
Explaining Sentiment from Lexicon. DeepOntoNLP/X-SENTIMENT@ESWC (2021)
Salvatore M. Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage. IEEE Access 9 (2021)
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Event detection in finance using hierarchical clustering algorithms on news and tweets. PeerJ Comput. Sci. 7 (2021)
Sergio Consoli, Domenico Perrotta, Marco Turchi
Reduced Variable Neighbourhood Search for the Generation of Controlled Circular Data. ICVNS (2021)
Sergio Consoli, Luca Tiozzo Pezzoli, Elisa Tosetti
Emotions in Macroeconomic News and their Impact on the European Bond Market. CoRR (2021)
Sergio Consoli, Matteo Negri, Amirhossein Tebbifakhr, Elisa Tosetti, Marco Turchi
Forecasting the IBEX-35 Stock Index Using Deep Learning and News Emotions. LOD (2021)
Salvatore M. Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting. IEEE Access 9 (2021)
Sergio Consoli, Matteo Negri, Amirhossein Tebbifakhr, Elisa Tosetti, Marco Turchi
On Neural Forecasting and News Emotions: The Case of the Spanish Stock Market. PKDD/ECML Workshops (2) (2021)
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting. MIDAS@PKDD/ECML (2020)
Sergio Consoli, Danilo Dessì, Gianni Fenu, Mirko Marras
Deep Attention-based Model for Helpfulness Prediction of Healthcare Online Reviews. SmartPhil@IUI (2020)
Salvatore Carta, Sergio Consoli, Andrea Corriga, Raffaele Dapiaggi, Alessandro Sebastian Podda, Diego Reforgiato Recupero
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting. ICFNDS (2020)
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast. LOD (1) (2020)
Sergio Consoli, Luca Tiozzo Pezzoli, Elisa Tosetti
Using the GDELT Dataset to Analyse the Italian Sovereign Bond Market. LOD (1) (2020)
Sergio Consoli, Luca Tiozzo Pezzoli, Elisa Tosetti
Information Extraction From the GDELT Database to Analyse EU Sovereign Bond Markets. MIDAS@PKDD/ECML (2020)
Sergio Consoli, Luca Barbaglia, Sebastiano Manzan
Fine-grained, aspect-based semantic sentiment analysis within the economic and financial domains. CogMI (2020)
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)
Sergio Consoli, Jan H. M. Korst, Steffen Pauws, Gijs Geleijnse
Improved metaheuristics for the quartet method of hierarchical clustering. J. Glob. Optim. 78 (2) (2020)
Sergio Consoli, Diego Reforgiato Recupero, Daniele Riboni
SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. IUI Companion (2020)
Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petkovic, Anja van de Stolpe
Artificial Intelligence in Clinical Health Care Applications: Viewpoint. CoRR (2019)
Sergio Consoli, Jan H. M. Korst, Gijs Geleijnse, Steffen Pauws
An exact algorithm for the minimum quartet tree cost problem. 4OR 17 (4) (2019)
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
Monitoring the Business Cycle with Fine-Grained, Aspect-Based Sentiment Extraction from News. MIDAS@PKDD (2019)
Marijn van Knippenberg, Vlado Menkovski, Sergio Consoli
Evolutionary Construction of Convolutional Neural Networks. CoRR (2019)
Luca Tiozzo Pezzoli, Sergio Consoli, Elisa Tosetti
Big Data Financial Sentiment Analysis in the European Bond Markets. MIDAS@PKDD (2019)
Sergio Consoli, Jan H. M. Korst, Steffen Pauws, Gijs Geleijnse
Improved Variable Neighbourhood Search Heuristic for Quartet Clustering. ICVNS (2018)
Marijn van Knippenberg, Vlado Menkovski, Sergio Consoli
Evolutionary Construction of Convolutional Neural Networks. LOD (2018)
Ilyas Chaoua, Sergio Consoli, Aki Härmä, Rim Helaoui, Diego Reforgiato Recupero
Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. AIH@IJCAI (Revised Selected Papers) (2018)
Ilyas Chaoua, Diego Reforgiato Recupero, Sergio Consoli, Aki Härmä, Rim Helaoui
Detecting and tracking ongoing topics in psychotherapeutic conversations. AIH@IJCAI (2018)
Sergio Consoli, Monique Hendriks, Pieter C. Vos, Jacek Kustra, Dimitrios Mavroeidis, Ralf Hoffmann
Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights. LOD (2018)
José Andrés Moreno-Pérez, Sergio Consoli
Minimum Labelling bi-Connectivity. CoRR (2018)
Sergio Consoli, Jan H. M. Korst, Gijs Geleijnse, Steffen Pauws
On the minimum quartet tree cost problem. CoRR (2018)
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)
Sergio Consoli, Nikolaos I. Stilianakis
A quartet method based on variable neighborhood search for biomedical literature extraction and clustering. Int. Trans. Oper. Res. 24 (3) (2017)
Sergio Consoli, Jacek Kustra, Pieter C. Vos, Monique Hendriks, Dimitrios Mavroeidis
Improving Support Vector Machines Performance Using Local Search. MOD (2017)
Danilo Dessì, Diego Reforgiato Recupero, Gianni Fenu, Sergio Consoli
Exploiting Cognitive Computing and Frame Semantic Features for Biomedical Document Clustering. SeWeBMeDA@ESWC (2017)
Sergio Consoli, Valentina Presutti, Diego Reforgiato Recupero, Andrea Giovanni Nuzzolese, Silvio Peroni, Misael Mongiovì, Aldo Gangemi
Producing Linked Data for Smart Cities: The Case of Catania. Big Data Res. 7 (2017)
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 (2017)
Sergio Consoli, José Andrés Moreno-Pérez, Nenad Mladenovic
-labeled spanning forest problem. Int. Trans. Oper. Res. 24 (3) (2017)
Misael Mongiovì, Diego Reforgiato Recupero, Aldo Gangemi, Valentina Presutti, Sergio Consoli
Merging open knowledge extracted from text with MERGILO. Knowl. Based Syst. 108 (2016)
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 (2016)
Sergio Consoli, Marco Turchi, Domenico Perrotta
A local search approach for generating directional data. Intell. Data Anal. 20 (2) (2016)
Valentina Presutti, Andrea Giovanni Nuzzolese, Sergio Consoli, Aldo Gangemi, Diego Reforgiato Recupero
From hyperlinks to Semantic Web properties using Open Knowledge Extraction. Semantic Web 7 (4) (2016)
Sergio Consoli, José Andrés Moreno-Pérez, Nenad Mladenovic
Towards an intelligent VNS heuristic for the k-labelled spanning forest problem. CoRR (2015)
Sergio Consoli, José Andrés Moreno-Pérez
An intelligent extension of Variable Neighbourhood Search for labelling graph problems. CoRR (2015)
Sergio Consoli, Diego Reforgiato Recupero, Misael Mongiovì, Valentina Presutti, Gianni Cataldi, Wladimiro Patatu
An Urban Fault Reporting and Management Platform for Smart Cities. WWW (Companion Volume) (2015)
Sergio Consoli, José Andrés Moreno-Pérez
Variable neighbourhood search for the k-labelled spanning forest problem. Electron. Notes Discret. Math. 47 (2015)
Sergio Consoli, Diego Reforgiato Recupero
Using FRED for Named Entity Resolution, Linking and Typing for Knowledge Base Population. SemWebEval@ESWC (2015)
Sergio Consoli, Nikolaos I. Stilianakis
A VNS-based quartet algorithm for biomedical literature clustering. Electron. Notes Discret. Math. 47 (2015)
Misael Mongiovì, Diego Reforgiato Recupero, Aldo Gangemi, Valentina Presutti, Andrea Giovanni Nuzzolese, Sergio Consoli
Semantic reconciliation of knowledge extracted from text through a novel machine reader. K-CAP (2015)
Diego Reforgiato Recupero, Andrea Giovanni Nuzzolese, Sergio Consoli, Valentina Presutti, Misael Mongiovì, Silvio Peroni
Extracting knowledge from text using SHELDON, a Semantic Holistic framEwork for LinkeD ONtology data. WWW (Companion Volume) (2015)
José A. Moreno-Pérez, Sergio Consoli
On the Minimum Labelling Spanning bi-Connected Subgraph problem. CoRR (2015)
Sergio Consoli, Nenad Mladenovic, José A. Moreno-Pérez
Solving the minimum labelling spanning tree problem by intelligent optimization. Appl. Soft Comput. 28 (2015)
Sergio Consoli, Nenad Mladenovic, José A. Moreno-Pérez
BVNS para el problema del bosque generador k-etiquetado. CoRR (2015)
Sergio Consoli, Misael Mongiovì, Andrea Giovanni Nuzzolese, Silvio Peroni, Valentina Presutti, Diego Reforgiato Recupero, Daria Spampinato
A Smart City Data Model based on Semantics Best Practice and Principles. WWW (Companion Volume) (2015)
Diego Reforgiato Recupero, Valentina Presutti, Sergio Consoli, Aldo Gangemi, Andrea Giovanni Nuzzolese
Sentilo: Frame-Based Sentiment Analysis. Cogn. Comput. 7 (2) (2015)
Diego Reforgiato Recupero, Aldo Gangemi, Andrea Giovanni Nuzzolese, Sergio Consoli, Daria Spampinato, Valentina Presutti
Semantic Web-based Sentiment Analysis. SSA-SMILE@ESWC (2014)
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)
Sergio Consoli, Diego Reforgiato Recupero, Vanni Zavarella
A survey on tidal analysis and forecasting methods for Tsunami detection. CoRR (2014)
Valentina Presutti, Sergio Consoli, Andrea Giovanni Nuzzolese, Diego Reforgiato Recupero, Aldo Gangemi, Ines Bannour, Haïfa Zargayouna
Uncovering the Semantics of Wikipedia Pagelinks. EKAW (2014)
Sergio Consoli, Aldo Gangemi, Andrea Giovanni Nuzzolese, Silvio Peroni, Diego Reforgiato Recupero, Daria Spampinato
Setting the Course of Emergency Vehicle Routing Using Geolinked Open Data for the Municipality of Catania. ESWC (Satellite Events) (2014)
Sergio Consoli, Aldo Gangemi, Andrea Giovanni Nuzzolese, Silvio Peroni, Valentina Presutti, Diego Reforgiato Recupero, Daria Spampinato
Geolinked Open Data for the Municipality of Catania. WIMS (2014)
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 (2014)
Diego Reforgiato Recupero, Sergio Consoli, Aldo Gangemi, Andrea Giovanni Nuzzolese, Daria Spampinato
A Semantic Web Based Core Engine to Efficiently Perform Sentiment Analysis. ESWC (Satellite Events) (2014)
Sergio Consoli, Andrea Giovanni Nuzzolese, Valentina Presutti, Diego Reforgiato Recupero, Aldo Gangemi
Legalo: Revealing the Semantics of Links. EKAW (Satellite Events) (2014)
Diego Reforgiato Recupero, Andrea Giovanni Nuzzolese, Sergio Consoli, Aldo Gangemi, Valentina Presutti
SHELDON: Semantic Holistic FramEwork for LinkeD ONtology Data. EKAW (Satellite Events) (2014)
Sergio Consoli, José Andrés Moreno-Pérez, Nenad Mladenovic
Intelligent Optimization for the Minimum Labelling Spanning Tree Problem. LION (2013)
Sergio Consoli, José Andrés Moreno-Pérez, Nenad Mladenovic
Intelligent variable neighbourhood search for the minimum labelling spanning tree problem. Electron. Notes Discret. Math. 41 (2013)
Sergio Consoli, José A. Moreno-Pérez
Solving the minimum labelling spanning tree problem using hybrid local search. Electron. Notes Discret. Math. 39 (2012)
Sergio Consoli
The development and application of metaheuristics for problems in graph theory: a computational study. 4OR 10 (3) (2012)
Sergio Consoli, José Andrés Moreno-Pérez, Kenneth Darby-Dowman, Nenad Mladenovic
Discrete Particle Swarm Optimization for the minimum labelling Steiner tree problem. Nat. Comput. 9 (1) (2010)
Sergio Consoli, Kenneth Darby-Dowman, Gijs Geleijnse, Jan H. M. Korst, Steffen Pauws
Heuristic Approaches for the Quartet Method of Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. 22 (10) (2010)
Sergio Consoli, Ken Darby-Dowman, Nenad Mladenovic, José A. Moreno-Pérez
Variable neighbourhood search for the minimum labelling Steiner tree problem. Ann. Oper. Res. 172 (1) (2009)
Sergio Consoli, Ken Darby-Dowman, Nenad Mladenovic, José A. Moreno-Pérez
Greedy Randomized Adaptive Search and Variable Neighbourhood Search for the minimum labelling spanning tree problem. Eur. J. Oper. Res. 196 (2) (2009)