All Stories

  1. Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis

    Article • June 2024, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

  2. Generative Adversarial Networks for Synthetic Data Generation in Finance: Evaluating Statistical Similarities and Quality Assessment

    Article • AI, May 2024, MDPI AG

    Dr Sergio Consoli

  3. Forecasting GDP in Europe with textual data

    Article • Journal of Applied Econometrics, January 2024, Wiley

    Dr Sergio Consoli

  4. Exploring Environmental, Social, and Governance (ESG) Discourse in News: An AI-Powered Investigation Through Knowledge Graph Analysis

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

  5. Natural Language Processing and Deep Learning for Bankruptcy Prediction: An End-to-End Architecture

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

  6. Ontology Engineering to Model the European Cultural Heritage: The Case of Cultural Gems

    Article • September 2023, Springer Science + Business Media

    Dr Sergio Consoli

  7. Cultural gems linked open data: Mapping culture and intangible heritage in European cities

    Article • Data in Brief, August 2023, Elsevier

    Dr Sergio Consoli

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

    Article • EPJ Data Science, July 2023, Springer Science + Business Media

    Dr Sergio Consoli

  9. Correction to: Evaluating the Effects of Chaos in Variable Neighbourhood Search

    Article • January 2023, Springer Science + Business Media

    Dr Sergio Consoli

  10. Evaluating the Effects of Chaos in Variable Neighbourhood Search

    Article • January 2023, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2023, Springer Science + Business Media

    Dr Sergio Consoli

  12. An eXplainable Artificial Intelligence tool for statistical arbitrage

    Article • Software Impacts, November 2022, Elsevier

    Dr Sergio Consoli

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

    Article • September 2022, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

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

    Article • Knowledge-Based Systems, July 2022, Elsevier

    Dr Sergio Consoli

  15. Statistical arbitrage powered by Explainable Artificial Intelligence

    Article • Expert Systems with Applications, June 2022, Elsevier

    Dr Sergio Consoli

  16. Forecasting with Economic News

    Article • Journal of Business and Economic Statistics, April 2022, Taylor & Francis

    Dr Sergio Consoli

  17. Neural forecasting of the Italian sovereign bond market with economic news

    Article • Journal of the Royal Statistical Society Series A (Statistics in Society), March 2022, Wiley

    Dr Sergio Consoli

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

    Article • January 2022, Springer Science + Business Media

    Dr Sergio Consoli

  19. CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

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

    Article • December 2021, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

  21. Emotions in macroeconomic news and their impact on the European bond market

    Article • Journal of International Money and Finance, November 2021, Elsevier

    Dr Sergio Consoli

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

    Article • PeerJ Computer Science, May 2021, PeerJ

    Dr Sergio Consoli

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

  28. Fine-Grained, Aspect-Based Sentiment Analysis on Economic and Financial Lexicon

    Article • SSRN Electronic Journal, January 2021, Elsevier

    Dr Sergio Consoli

  29. Data Science Technologies in Economics and Finance: A Gentle Walk-In

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

  30. Data Science for Economics and Finance

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • November 2020, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

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

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

  35. SmartPHIL

    Article • March 2020, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

  36. Improved metaheuristics for the quartet method of hierarchical clustering

    Article • Journal of Global Optimization, January 2020, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

  38. Big Data Financial Sentiment Analysis in the European Bond Markets

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

  39. Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

  41. Forecasting with Economic News

    Article • SSRN Electronic Journal, January 2020, Elsevier

    Dr Sergio Consoli

  42. Artificial Intelligence in Clinical Health Care Applications: Viewpoint

    Article • Interactive Journal of Medical Research, April 2019, JMIR Publications Inc.

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  44. Evolutionary Construction of Convolutional Neural Networks

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  45. Improving Clinical Subjects Clustering by Learning and Optimizing Feature Weights

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  46. Data Science for Healthcare

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  47. Improved Variable Neighbourhood Search Heuristic for Quartet Clustering

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  48. Data Science in Healthcare: Benefits, Challenges and Opportunities

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  49. Data Visualization in Clinical Practice

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  51. An exact algorithm for the minimum quartet tree cost problem

    Article • 4OR, November 2018, Springer Science + Business Media

    Dr Sergio Consoli

  52. Use of Artificial Intelligence in Clinical Healthcare Applications (Preprint)

    Article • September 2018, JMIR Publications Inc.

    Dr Sergio Consoli

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

    Article • July 2018, Springer Science + Business Media

    Dr Sergio Consoli

  54. Improving Support Vector Machines Performance Using Local Search

    Article • December 2017, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • Big Data Research, March 2017, Elsevier

    Dr Sergio Consoli, Professor Aldo Gangemi

  56. Merging open knowledge extracted from text with MERGILO

    Article • Knowledge-Based Systems, September 2016, Elsevier

    Dr Sergio Consoli, Professor Aldo Gangemi

  57. From hyperlinks to Semantic Web properties using Open Knowledge Extraction

    Article • Semantic Web, May 2016, IOS Press

    Aldo Gangemi, Dr Sergio Consoli, Valentina Presutti, Professor Aldo Gangemi

  58. A local search approach for generating directional data

    Article • Intelligent Data Analysis, March 2016, IOS Press

    Dr Sergio Consoli

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

    Article • Journal of the Knowledge Economy, January 2016, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • International Transactions in Operational Research, December 2015, Wiley

    Dr Sergio Consoli

  61. Comparison of metaheuristics for thek-labeled spanning forest problem

    Article • International Transactions in Operational Research, November 2015, Wiley

    Dr Sergio Consoli

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

    Article • October 2015, ACM (Association for Computing Machinery)

    Dr Sergio Consoli, Professor Aldo Gangemi

  63. Solving the minimum labelling spanning tree problem by intelligent optimization

    Article • Applied Soft Computing, March 2015, Elsevier

    Dr Sergio Consoli

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

    Article • Electronic Notes in Discrete Mathematics, February 2015, Elsevier

    Dr Sergio Consoli

  65. A VNS-based quartet algorithm for biomedical literature clustering

    Article • Electronic Notes in Discrete Mathematics, February 2015, Elsevier

    Dr Sergio Consoli

  66. Legalo: Revealing the Semantics of Links

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

  67. SHELDON: Semantic Holistic FramEwork for LinkeD ONtology Data

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2015, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

  70. An Urban Fault Reporting and Management Platform for Smart Cities

    Article • January 2015, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

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

    Article • January 2015, ACM (Association for Computing Machinery)

    Dr Sergio Consoli

  72. Sentilo: Frame-Based Sentiment Analysis

    Article • Cognitive Computation, September 2014, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

  73. Uncovering the Semantics of Wikipedia Pagelinks

    Article • January 2014, Springer Science + Business Media

    Dr Sergio Consoli

  74. Geolinked Open Data for the Municipality of Catania

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • January 2014, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • January 2014, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • Electronic Notes in Discrete Mathematics, June 2013, Elsevier

    Dr Sergio Consoli

  78. Intelligent Optimization for the Minimum Labelling Spanning Tree Problem

    Article • January 2013, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • Electronic Notes in Discrete Mathematics, December 2012, Elsevier

    Dr Sergio Consoli

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

    Article • 4OR, November 2011, Springer Science + Business Media

    Dr Sergio Consoli

  81. Heuristic Approaches for the Quartet Method of Hierarchical Clustering

    Article • IEEE Transactions on Knowledge and Data Engineering, October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sergio Consoli

  82. Greedy Randomized Adaptive Search and Variable Neighbourhood Search for the minimum labelling spanning tree problem

    Article • European Journal of Operational Research, July 2009, Elsevier

    Dr Sergio Consoli

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

    Article • Natural Computing, June 2009, Springer Science + Business Media

    Dr Sergio Consoli

  84. Variable neighbourhood search for the minimum labelling Steiner tree problem

    Article • Annals of Operations Research, January 2009, Springer Science + Business Media

    Dr Sergio Consoli

  85. Discrete Particle Swarm Optimization for the Minimum Labelling Steiner Tree Problem

    Article • January 2008, Springer Science + Business Media

    Dr Sergio Consoli

  86. Energy Efficiency Using the Fast Reroute Technique

    Article • IGI Global

    Dr Sergio Consoli