Giacomo Ziffer

16 papers B 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Practical Guide to Streaming Continual Learning.
CoRR
Andrea Cossu, Federico Giannini, Giacomo Ziffer, Alessio Bernardo, Alexander Gepperth, Emanuele Della Valle, Barbara Hammer, Davide Bacciu
2026 J jnl
A practical guide to streaming continual learning.
Neurocomputing
Andrea Cossu, Federico Giannini, Giacomo Ziffer, Alessio Bernardo, Alexander Gepperth, Emanuele Della Valle, Barbara Hammer, Davide Bacciu
2026 J jnl
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments.
CoRR
Federico Giannini, Giacomo Ziffer, Andrea Cossu, Vincenzo Lomonaco
2026 J jnl
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series.
CoRR
Federico Giannini, Giacomo Ziffer, Emanuele Della Valle
2025 — conf
Online Learning Techniques for Occupancy Detection on Resource Constrained Devices.
IPDPS (Workshops)
Flavio Renzi, Haoyu Ren, Alessio Bernardo, Giacomo Ziffer, Darko Anicic, Emanuele Della Valle
2025 — conf
Semantic-Aware Streaming Learning for Anomalous Event Detection in Power Grids.
ISWC (2)
Lorenzo Iovine, Matteo Belcao, Giacomo Ziffer, Gabriele Paludetto, Samuele Forciniti, Emanuele Della Valle
2024 — conf
Exploring Concept Drift Visualization and Explanation in Image Streams.
DELTA
Giacomo Ziffer, Emanuele Della Valle
2024 J jnl
Grounding Stream Reasoning Research.
TGDK
Pieter Bonte, Jean-Paul Calbimonte, Daniel de Leng, Daniele Dell'Aglio, Emanuele Della Valle, Thomas Eiter, Federico Giannini, Fredrik Heintz, Konstantin Schekotihin, Danh Le Phuoc, Alessandra Mileo, Patrik Schneider, Riccardo Tommasini, Jacopo Urbani, Giacomo Ziffer
2024 J jnl
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments.
IEEE Intell. Syst.
Federico Giannini, Giacomo Ziffer, Andrea Cossu, Vincenzo Lomonaco
2024 B conf
Tenet: Benchmarking Data Stream Classifiers in Presence of Temporal Dependence.
IEEE Big Data
Giacomo Ziffer, Federico Giannini, Emanuele Della Valle
2023 B conf
Continuous Soccer Pass Detection: A Comparison between Traditional and Streaming Machine Learning Methods.
IEEE Big Data
Stefania Menconi, Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle
2023 J jnl
Towards time-evolving analytics: Online learning for time-dependent evolving data streams.
Data Sci.
Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Vítor Cerqueira, Albert Bifet
2023 — conf
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series.
PAKDD (4)
Federico Giannini, Giacomo Ziffer, Emanuele Della Valle
2021 — conf
IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data Streams.
ICDM (Workshops)
Alessio Bernardo, Giacomo Ziffer, Emanuele Della Valle
2021 — conf
Kalman Filtering for Learning with Evolving Data Streams.
IEEE BigData
Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet
2020 — conf
Fast Incremental Naïve Bayes with Kalman Filtering.
ICDM (Workshops)
Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet