Emergency events detection based on integration of federated learning and active learning
K Alfalqi, M Bellaiche - International Journal of Information Technology, 2023 - Springer
Social media networks now make it easy to access, in real-time, massive amounts of
information from all over the world. They are often the primary source of information for …
information from all over the world. They are often the primary source of information for …
Fine-Tuning Transformer-Based Representations in Active Learning for Labelling Crisis Dataset of Tweets
Supervised machine learning-based models are generally used for classifying tweets
related to crisis. A labelled tweet dataset is a major requirement for training the models …
related to crisis. A labelled tweet dataset is a major requirement for training the models …
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations
E Jafarigol, TB Trafalis, T Razzaghi… - Dynamics of Disasters …, 2024 - Springer
In the growing world of artificial intelligence, federated learning is a distributed learning
framework enhanced to preserve the privacy of individuals' data. Federated learning lays the …
framework enhanced to preserve the privacy of individuals' data. Federated learning lays the …
Natural Language Processing using Federated Learning: A Structured Literature Review
G Schumann, JP Awick… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Federated learning (FL) addresses privacy concerns and data distribution challenges in
machine learning, as it enables decentralized training on local devices without the need to …
machine learning, as it enables decentralized training on local devices without the need to …
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and
E Jafarigol, TB Trafalis, T Razzaghi - Dynamics of Disasters: From … - books.google.com
In the growing world of artificial intelligence, federated learning is a distributed learning
framework enhanced to preserve the privacy of individuals' data. Federated learning lays the …
framework enhanced to preserve the privacy of individuals' data. Federated learning lays the …
FUSED: Fusing Social Media Stream Classification Techniques for Effective Disaster Response
Timely delivery of the right information to the right first responders can help improve the
outcomes of their efforts and save lives. With social media communications (Twitter …
outcomes of their efforts and save lives. With social media communications (Twitter …
[图书][B] The Role of Naming in Information-Centric Networks
MH Jahanian - 2021 - search.proquest.com
The predominantly content-oriented use of today's networks has led to the development of
information-Centric Networking (ICN) paradigms and network architectural designs. At the …
information-Centric Networking (ICN) paradigms and network architectural designs. At the …