Transparent Learning: An Incremental Machine Learning Framework Based on Transparent Computing
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Network"
DOI: 10.1109/mnet.2018.1700154
Abstract: In the Internet of Things environment, the capabilities of various clients are being developed in the direction of networking and intellectualization. How to develop the clients' capability from that of only collecting and displaying data… read more here.
Keywords: machine; machine learning; framework; incremental machine ... See more keywords
Towards achieving lightweight intrusion detection systems in Internet of Things, the role of incremental machine learning: A systematic literature review
Sign Up to like & getrecommendations! Published in 2022 at "F1000Research"
DOI: 10.12688/f1000research.127732.1
Abstract: While the benefits of IoT cannot be overstated, its computational constraints make it challenging to deploy security methodologies that have been deployed in traditional computing systems. The benefits and computational constraints have made IoT systems… read more here.
Keywords: machine learning; achieving lightweight; intrusion; iot systems ... See more keywords
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220550
Abstract: In this work we show that Incremental Machine Learning can be used to predict the classification of emerging SARS-CoV-2 lineages, dynamically distinguishing between neutral variants and non-neutral ones, i.e. variants of interest or variants of… read more here.
Keywords: non neutral; dynamic prediction; machine learning; incremental machine ... See more keywords