Background An e-nose or an e-tongue is a group of gas sensors or chemical sensors that
simulate human nose or human tongue. Both e-nose and e-tongue have shown great …

Over the past two decades, one-class classification (OCC) becomes very popular due to its
diversified applicability in data mining and pattern recognition problems. Concerning to …

There are various data management and security tools deployed at the cloud for storing and
analyzing big data generated by the Internet of Things (IoT) and Industrial IoT (IIoT) systems …

Smart grids are power grids where clients may actively participate in energy production,
storage and distribution. Smart grid management raises several challenges, including the …

In this paper, we propose a novel method for projecting data from multiple modalities to a
new subspace optimized for one-class classification. The proposed method iteratively …

One-class Classification (OCC) is an important field of machine learning which aims at
predicting a single class on the basis of its lonely representatives and potentially some …

In this paper, we propose a novel subspace learning framework for one-class classification.
The proposed framework presents the problem in the form of graph embedding. It includes …

This paper presents Duenna, an authentication framework for smart home systems (SHSs).
When using controlling apps (eg, a smartphone app), Duenna makes sure that only …

Hierarchical classification is imperative in that almost all objects are described in
hierarchical semantics. If a classification method enables incremental class learning to learn …

Detection and classification are two significant tasks for industrial fault diagnosis. However,
conventional methods typically treat these tasks as separate and independent problems …