All Stories

  1. A practical guide to streaming continual learning

    Article • Neurocomputing, April 2026, Elsevier

    Emanuele Della Valle

  2. Kalman-Enhanced Streaming Linear Discriminant Analysis for Land Use Classification in Satellite Imagery

    Article • January 2026, Springer Science + Business Media

    Emanuele Della Valle

  3. cPB: Continuous Piggyback for Streaming Continual Learning with Temporal Dependence

    Article • January 2026, Springer Science + Business Media

    Emanuele Della Valle

  4. Don't Look Back in Anger: MAGIC Net for Streaming Continual Learning with Temporal Dependence

    Article • December 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Emanuele Della Valle

  5. Semantic-Aware Streaming Learning for Anomalous Event Detection in Power Grids

    Article • October 2025, Springer Science + Business Media

    Emanuele Della Valle

  6. Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data Streams

    Article • January 2025, Springer Science + Business Media

    Emanuele Della Valle

  7. Exploring Concept Drift Visualization and Explanation in Image Streams

    Article • January 2025, Springer Science + Business Media

    Emanuele Della Valle

  8. Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data

    Article • November 2024, Springer Science + Business Media

    Emanuele Della Valle

  9. Property Graph Stream Processing In Action with Seraph

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

    Emanuele Della Valle

  10. Towards time-evolving analytics: Online learning for time-dependent evolving data streams

    Article • Data Science, December 2023, IOS Press

    Emanuele Della Valle

  11. Streaming Linked Data

    Article • January 2023, Springer Science + Business Media

    Emanuele Della Valle

  12. cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series

    Article • January 2023, Springer Science + Business Media

    Emanuele Della Valle

  13. Exercise Book

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  14. General Introduction

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  15. Preliminaries

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  16. Streaming Linked Data Life Cycle

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  17. Taming Variety and Velocity

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  18. Web Stream Processing Systems and Benchmarks

    Article • August 2022, Springer Science + Business Media

    Emanuele Della Valle

  19. An extensive study of C-SMOTE, a Continuous Synthetic Minority Oversampling Technique for Evolving Data Streams

    Article • Expert Systems with Applications, June 2022, Elsevier

    Emanuele Della Valle

  20. Accepted Tutorials at The Web Conference 2022

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

    Preslav Nakov, Dr. Firoj Alam, Johannes Frey, Emanuele Della Valle, Hiba Arnaout, Shrestha Ghosh, Nurendra Choudhary , Karthik Subbian, Prof. Chandan K Reddy, Yejing Wang, Yang Zhang, Filip Ilievski

  21. VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams

    Article • Data Mining and Knowledge Discovery, September 2021, Springer Science + Business Media

    Emanuele Della Valle

  22. Predict COVID-19 Spreading With C-SMOTE

    Article • Business Information Systems, July 2021, TIB Open Publishing

    Emanuele Della Valle

  23. Supporting an Expert-centric Process of New Product Introduction With Statistical Machine Learning

    Article • Business Information Systems, July 2021, TIB Open Publishing

    Emanuele Della Valle

  24. The Kaiju project

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

    Emanuele Della Valle

  25. A First Step Towards a Streaming Linked Data Life-Cycle

    Article • January 2020, Springer Science + Business Media

    Emanuele Della Valle

  26. Relevant Query Answering over Streaming and Distributed Data

    Article • January 2020, Springer Science + Business Media

    Emanuele Della Valle

  27. Continuous top-k approximated join of streaming and evolving distributed data

    Article • Semantic Web – Interoperability Usability Applicability, October 2019, IOS Press

    Emanuele Della Valle

  28. C-Sprite

    Article • June 2019, ACM (Association for Computing Machinery)

    Emanuele Della Valle

  29. An Outlook to Declarative Languages for Big Steaming Data

    Article • June 2019, ACM (Association for Computing Machinery)

    Emanuele Della Valle

  30. Continuous Analytics of Web Streams

    Article • May 2019, ACM (Association for Computing Machinery)

    Emanuele Della Valle

  31. Streaming MASSIF: Cascading Reasoning for Efficient Processing of IoT Data Streams

    Article • Sensors, November 2018, MDPI AG

    Emanuele Della Valle

  32. Cost-Aware Streaming Data Analysis

    Article • June 2018, ACM (Association for Computing Machinery)

    Emanuele Della Valle

  33. A survey fo 10 years of Stream reasoning and some outlooks

    Article • Data Science, July 2017, IOS Press

    Prof Frank van Harmelen, Emanuele Della Valle, Daniele Dell'Aglio

  34. Using Rank Aggregation in Continuously Answering SPARQL Queries on Streaming and Quasi-static Linked Data

    Article • June 2017, ACM (Association for Computing Machinery)

    Daniele Dell'Aglio, Emanuele Della Valle

  35. Extracting Emerging Knowledge from Social Media

    Article • April 2017, ACM (Association for Computing Machinery)

    Emanuele Della Valle, Marco Brambilla

  36. Web Information Retrieval

    Article • January 2013, Springer Science + Business Media

    Emanuele Della Valle