Sergio Consoli

Investigating Environmental, Social, and Governance (ESG) Discussions in News: A Knowledge Graph Analysis Empowered by AI.

[BibT_eX]

[DOI]

Angelo A. Salatino

Proceedings of the Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, 2024

2023

Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach.

[BibT_eX]

[DOI]

Golshid Ranjbaran

Gianfranco Lombardo

EPJ Data Sci., December, 2023

ML-based predictive gut microbiome analysis for health assessment.

[BibT_eX]

[DOI]

Manel Gil Sorribes

Gabriele Leoni

Antonio Puertas Gallardo

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2022

An eXplainable Artificial Intelligence tool for statistical arbitrage.

[BibT_eX]

[DOI]

Softw. Impacts, December, 2022

Fine-grained, aspect-based sentiment analysis on economic and financial lexicon.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Statistical arbitrage powered by Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Forecasting with Economic News.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Forecasting of the Italian Sovereign Bond Market with Economic News.

[BibT_eX]

[DOI]

CoRR, 2022

CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence.

[BibT_eX]

[DOI]

Salvatore M. Carta

Alessandro Giuliani

IEEE Access, 2022

On the Development of a European Tracker of Societal Issues and Economic Activities Using Alternative Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Tracking socio-economic activities in European countries with unconventional data.

[BibT_eX]

[DOI]

Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Evaluating the Effects of Chaos in Variable Neighbourhood Search.

[BibT_eX]

[DOI]

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

Event detection in finance using hierarchical clustering algorithms on news and tweets.

[BibT_eX]

[DOI]

Luca Piras

PeerJ Comput. Sci., 2021

Emotions in Macroeconomic News and their Impact on the European Bond Market.

[BibT_eX]

[DOI]

CoRR, 2021

Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage.

[BibT_eX]

[DOI]

Salvatore M. Carta

IEEE Access, 2021

Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting.

[BibT_eX]

[DOI]

Salvatore M. Carta

Luca Piras

IEEE Access, 2021

On Neural Forecasting and News Emotions: The Case of the Spanish Stock Market.

[BibT_eX]

[DOI]

Matteo Negri

Amirhossein Tebbifakhr

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Financial Forecasting with Word Embeddings Extracted from News: A Preliminary Analysis.

[BibT_eX]

[DOI]

Susan Wang

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Forecasting the IBEX-35 Stock Index Using Deep Learning and News Emotions.

[BibT_eX]

[DOI]

Matteo Negri

Amirhossein Tebbifakhr

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Reduced Variable Neighbourhood Search for the Generation of Controlled Circular Data.

[BibT_eX]

[DOI]

Domenico Perrotta

Proceedings of the Variable Neighborhood Search - 8th International Conference, 2021

A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction.

[BibT_eX]

[DOI]

Simone Angioni

Proceedings of the ICFNDS 2021: The 5th International Conference on Future Networks & Distributed Systems, Dubai United Arab Emirates, December 15, 2021

Explaining Sentiment from Lexicon.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020

Improved metaheuristics for the quartet method of hierarchical clustering.

[BibT_eX]

[DOI]

J. Glob. Optim., 2020

A Newborn Development Insights Mining and Recommendation System from Scientific Literature and Clinical Guidelines.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on Semantic Web Meets Health Data Management (SWH 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Information Extraction From the GDELT Database to Analyse EU Sovereign Bond Markets.

[BibT_eX]

[DOI]

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

Using the GDELT Dataset to Analyse the Italian Sovereign Bond Market.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast.

[BibT_eX]

[DOI]

Luca Piras

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

SmartPHIL: 1st Workshop on Smart Personal Health Interfaces.

[BibT_eX]

[DOI]

Daniele Riboni

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Deep Attention-based Model for Helpfulness Prediction of Healthcare Online Reviews.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting.

[BibT_eX]

[DOI]

Proceedings of the ICFNDS '20: The 4th International Conference on Future Networks and Distributed Systems, 2020

Fine-grained, aspect-based semantic sentiment analysis within the economic and financial domains.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

2019

A Recommender System of Medical Reports Leveraging Cognitive Computing and Frame Semantics.

[BibT_eX]

[DOI]

Danilo Dessì

Gianni Fenu

Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Artificial Intelligence in Clinical Health Care Applications: Viewpoint.

[BibT_eX]

[DOI]

Michael van Hartskamp

CoRR, 2019

An exact algorithm for the minimum quartet tree cost problem.

[BibT_eX]

[DOI]

4OR, 2019

Big Data Financial Sentiment Analysis in the European Bond Markets.

[BibT_eX]

[DOI]

Proceedings of the Mining Data for Financial Applications - 4th ECML PKDD Workshop, 2019

Monitoring the Business Cycle with Fine-Grained, Aspect-Based Sentiment Extraction from News.

[BibT_eX]

[DOI]

Charalampos Xanthopoulakis

Proceedings of the Mining Data for Financial Applications - 4th ECML PKDD Workshop, 2019

Introduction to Classification Algorithms and Their Performance Analysis Using Medical Examples.

[BibT_eX]

[DOI]

Proceedings of the Data Science for Healthcare - Methodologies and Applications, 2019

Data Visualization in Clinical Practice.

[BibT_eX]

[DOI]

Monique Hendriks

Pieter C. Vos

Jacek Kustra

Proceedings of the Data Science for Healthcare - Methodologies and Applications, 2019

Data Science in Healthcare: Benefits, Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Data Science for Healthcare - Methodologies and Applications, 2019

2018

Minimum Labelling bi-Connectivity.

[BibT_eX]

[DOI]

CoRR, 2018

On the minimum quartet tree cost problem.

[BibT_eX]

[DOI]

CoRR, 2018

Evolutionary Construction of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Marijn van Knippenberg

Vlado Menkovski

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

Detecting and tracking ongoing topics in psychotherapeutic conversations.

[BibT_eX]

[DOI]

Ilyas Chaoua

Aki Härmä

Rim Helaoui

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018

Improved Variable Neighbourhood Search Heuristic for Quartet Clustering.

[BibT_eX]

[DOI]

Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

2017

A quartet method based on variable neighborhood search for biomedical literature extraction and clustering.

[BibT_eX]

[DOI]

Nikolaos I. Stilianakis

Int. Trans. Oper. Res., 2017

Comparison of metaheuristics for the <i>k</i>-labeled spanning forest problem.

[BibT_eX]

[DOI]

Int. Trans. Oper. Res., 2017

Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines.

[BibT_eX]

[DOI]

CoRR, 2017

Producing Linked Data for Smart Cities: The Case of Catania.

[BibT_eX]

[DOI]

Big Data Res., 2017

Improving Support Vector Machines Performance Using Local Search.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Semantic Mining of Respiratory Health Knowledge from Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the Posters and Demos Track of the 13th International Conference on Semantic Systems, 2017

Exploiting Cognitive Computing and Frame Semantic Features for Biomedical Document Clustering.

[BibT_eX]

[DOI]

Danilo Dessì

Gianni Fenu

Proceedings of the Workshop on Semantic Web Solutions for Large-scale Biomedical Data Analytics co-located with 14th Extended Semantic Web Conference, 2017

2016

From hyperlinks to Semantic Web properties using Open Knowledge Extraction.

[BibT_eX]

[DOI]

Semantic Web, 2016

Merging open knowledge extracted from text with MERGILO.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

A local search approach for generating directional data.

[BibT_eX]

[DOI]

Domenico Perrotta

Intell. Data Anal., 2016

An Innovative, Open, Interoperable Citizen Engagement Cloud Platform for Smart Government and Users' Interaction.

[BibT_eX]

[DOI]

Salvatore Davide Rapisarda

Salvo Rosa

Emanuele Spampinato

CoRR, 2016

2015

A VNS-based quartet algorithm for biomedical literature clustering.

[BibT_eX]

[DOI]

Nikolaos I. Stilianakis

Electron. Notes Discret. Math., 2015

Variable neighbourhood search for the k-labelled spanning forest problem.

[BibT_eX]

[DOI]

Electron. Notes Discret. Math., 2015

On the Minimum Labelling Spanning bi-Connected Subgraph problem.

[BibT_eX]

[DOI]

CoRR, 2015

Towards an intelligent VNS heuristic for the k-labelled spanning forest problem.

[BibT_eX]

[DOI]

CoRR, 2015

BVNS para el problema del bosque generador k-etiquetado.

[BibT_eX]

[DOI]

CoRR, 2015

An intelligent extension of Variable Neighbourhood Search for labelling graph problems.

[BibT_eX]

[DOI]

CoRR, 2015

Sentilo: Frame-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Cogn. Comput., 2015

Solving the minimum labelling spanning tree problem by intelligent optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Extracting knowledge from text using SHELDON, a Semantic Holistic framEwork for LinkeD ONtology data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

An Urban Fault Reporting and Management Platform for Smart Cities.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Smart City Data Model based on Semantics Best Practice and Principles.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Semantic reconciliation of knowledge extracted from text through a novel machine reader.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Knowledge Capture, 2015

Using FRED for Named Entity Resolution, Linking and Typing for Knowledge Base Population.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web Evaluation Challenges, 2015

2014

A survey on tidal analysis and forecasting methods for Tsunami detection.

[BibT_eX]

[DOI]

Vanni Zavarella

CoRR, 2014

Mejora de la exploracion y la explotacion de las heuristicas constructivas para el MLSTP.

[BibT_eX]

[DOI]

Kenneth Darby-Dowman

CoRR, 2014

Geolinked Open Data for the Municipality of Catania.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Web Intelligence, 2014

Semantic Web-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the 1th Workshop on Semantic Sentiment Analysis (SSA2014), 2014

A Semantic Web Based Core Engine to Efficiently Perform Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Setting the Course of Emergency Vehicle Routing Using Geolinked Open Data for the Municipality of Catania.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Towards emergency vehicle routing using Geolinked Open Data: the case study of the Municipality of Catania.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the 1th Workshop on Semantic Sentiment Analysis (SSA2014), 2014

SHELDON: Semantic Holistic FramEwork for LinkeD ONtology Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

Uncovering the Semantics of Wikipedia Pagelinks.

[BibT_eX]

[DOI]

Ines Bannour

Haïfa Zargayouna

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

Legalo: Revealing the Semantics of Links.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

2013

Intelligent variable neighbourhood search for the minimum labelling spanning tree problem.

[BibT_eX]

[DOI]

Electron. Notes Discret. Math., 2013

Intelligent Optimization for the Minimum Labelling Spanning Tree Problem.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

2012

Solving the minimum labelling spanning tree problem using hybrid local search.

[BibT_eX]

[DOI]

Electron. Notes Discret. Math., 2012

The development and application of metaheuristics for problems in graph theory: a computational study.

[BibT_eX]

[DOI]

4OR, 2012

2010

Heuristic Approaches for the Quartet Method of Hierarchical Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Discrete Particle Swarm Optimization for the minimum labelling Steiner tree problem.

[BibT_eX]

[DOI]

Kenneth Darby-Dowman