Emanuele Della Valle

Politecnico di Milano — Italy

Computer Science · Physical Sciences

30h-index4.7kcitations250works1.32yr avg
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Research Topics

Semantic Web and Ontologies(131), Advanced Database Systems and Queries(107), Data Management and Algorithms(92), Service-Oriented Architecture and Web Services(46), Web Data Mining and Analysis(26)

Publications250 total

Semantic-Aware Streaming Learning for Anomalous Event Detection in Power Grids
Lecture notes in computer science·2025
Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data Streams
Lecture notes in computer science·2025
Don't drift away: Advances and Applications of Streaming and Continual Learning
2025· 2 citedOpen Access
Towards Streaming Land Use Classification of Images with Temporal Distribution Shifts
2025Open Access
Exploring Concept Drift Visualization and Explanation in Image Streams
Lecture notes in computer science·2025
Tenet: Benchmarking Data Stream Classifiers in Presence of Temporal Dependence
2024
MAcPNN: Mutual Assisted Learning on Data Streams with Temporal Dependence
2024
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data
Lecture notes in computer science·2024· 3 citedOpen Access
Learning to Detect Soccer Pass at the Edge: A Comparison Between Edge and Cloud-Based Streaming Machine Learning Approaches
2024
Property Graph Stream Processing In Action with Seraph
2024· 1 cited
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR)
Artificial Intelligence in Medicine·2024· 8 citedOpen Access
Seraph: Continuous Queries on Property Graph Streams
SPIRE - Sciences Po Institutional REpository·2024· 2 citedOpen Access
Choosing the Right Time to Learn Evolving Data Streams
2023
Continuous Soccer Pass Detection: A Comparison between Traditional and Streaming Machine Learning Methods
2023· 1 cited
Grounding Stream Reasoning Research
VBN Forskningsportal (Aalborg Universitet)·2023· 5 citedOpen Access
Streaming Linked Data
2023· 5 citedOpen Access
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series
Lecture notes in computer science·2023· 5 citedOpen Access
Towards time-evolving analytics: Online learning for time-dependent evolving data streams
Data Science·2022· 7 citedOpen Access
Streaming Linked Data Life Cycle
2022
Exercise Book
2022
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Frequent Co-authors

Daniele Dell’Aglio(17), Stefano Ceri(15), Irene Celino(11), Marco Brambilla(8), Davide Barbieri(8), Daniele Braga(7), Marco Balduini(7), Riccardo Tommasini(6), Jean-Paul Calbimonte(6), Dario Cerizza(6), Alessandro Bozzon(5), Michael Grossniklaus(5), Frank van Harmelen(4), Volker Tresp(4), Abraham Bernstein(3), Óscar Corcho(3), Yi Huang(3), Simone Contessa(3), Marta Corubolo(3), Stefano Fumeo(3)