All Stories

  1. An eXplainable Artificial Intelligence tool for statistical arbitrage

    Article • Software Impacts, November 2022, Elsevier

    Dr Sergio Consoli

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

    Article • Knowledge-Based Systems, July 2022, Elsevier

    Dr Sergio Consoli

  3. Statistical arbitrage powered by Explainable Artificial Intelligence

    Article • Expert Systems with Applications, June 2022, Elsevier

    Dr Sergio Consoli

  4. Forecasting with Economic News

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

    Dr Sergio Consoli

  5. 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

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

    Article • January 2022, Springer Science + Business Media

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

  8. 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

  9. 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

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

    Article • PeerJ Computer Science, May 2021, PeerJ

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

  12. 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

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • SSRN Electronic Journal, January 2021, Elsevier

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

  18. Data Science for Economics and Finance

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2021, Springer Science + Business Media

    Dr Sergio Consoli

  21. 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

  22. 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

  23. SmartPHIL

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

    Dr Sergio Consoli

  24. Improved metaheuristics for the quartet method of hierarchical clustering

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

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2020, Springer Science + Business Media

    Dr Sergio Consoli

  29. Forecasting with Economic News

    Article • SSRN Electronic Journal, January 2020, Elsevier

    Dr Sergio Consoli

  30. Artificial Intelligence in Clinical Health Care Applications: Viewpoint

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

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  32. Evolutionary Construction of Convolutional Neural Networks

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  34. Data Science for Healthcare

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  35. Improved Variable Neighbourhood Search Heuristic for Quartet Clustering

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

  37. Data Visualization in Clinical Practice

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • January 2019, Springer Science + Business Media

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

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

    Article • September 2018, JMIR Publications Inc.

    Dr Sergio Consoli

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

    Article • July 2018, Springer Science + Business Media

    Dr Sergio Consoli

  42. Improving Support Vector Machines Performance Using Local Search

    Article • December 2017, Springer Science + Business Media

    Dr Sergio Consoli

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

    Article • Big Data Research, March 2017, Elsevier

    Dr Sergio Consoli, Professor Aldo Gangemi

  44. Merging open knowledge extracted from text with MERGILO

    Article • Knowledge-Based Systems, September 2016, Elsevier

    Dr Sergio Consoli, Professor Aldo Gangemi

  45. 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

  46. A local search approach for generating directional data

    Article • Intelligent Data Analysis, March 2016, IOS Press

    Dr Sergio Consoli

  47. 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

  48. 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

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

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

    Dr Sergio Consoli

  50. 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

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

    Article • Applied Soft Computing, March 2015, Elsevier

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

  54. Legalo: Revealing the Semantics of Links

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

  55. SHELDON: Semantic Holistic FramEwork for LinkeD ONtology Data

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • January 2015, Springer Science + Business Media

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

  59. 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

  60. Sentilo: Frame-Based Sentiment Analysis

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

    Dr Sergio Consoli, Professor Aldo Gangemi

  61. Uncovering the Semantics of Wikipedia Pagelinks

    Article • January 2014, Springer Science + Business Media

    Dr Sergio Consoli

  62. Geolinked Open Data for the Municipality of Catania

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

    Dr Sergio Consoli, Professor Aldo Gangemi

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

    Article • January 2014, Springer Science + Business Media

    Dr Sergio Consoli, Professor Aldo Gangemi

  64. 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

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

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

    Dr Sergio Consoli

  66. Intelligent Optimization for the Minimum Labelling Spanning Tree Problem

    Article • January 2013, Springer Science + Business Media

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

  68. 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

  69. 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

  70. 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

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

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

    Dr Sergio Consoli

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

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

    Dr Sergio Consoli

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

    Article • January 2008, Springer Science + Business Media

    Dr Sergio Consoli

  74. Energy Efficiency Using the Fast Reroute Technique

    Article • IGI Global

    Dr Sergio Consoli