Incremental one-class classification on stationary data stream using two-quarter sphere

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

DC Algorithm for Extended Robust Support Vector Machine

(2017) Shuhei Fujiwara et al.   NEURAL COMPUTATION

Incremental Semi-Supervised classification of data streams via self-representative selection

(2016) Zhixi Feng et al.   APPLIED SOFT COMPUTING

Online Learning for Statistical Machine Translation

(2016) Daniel Ortiz-Martínez   COMPUTATIONAL LINGUISTICS

One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes

(2016) Barnan Das et al.   IEEE Journal of Selected Topics in Signal Processing

Online Ensemble Learning of Data Streams with Gradually Evolved Classes

(2016) Yu Sun et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Improved classification with allocation method and multiple classifiers

(2016) Sašo Karakatič et al.   Information Fusion

Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances

(2016) Edwin Lughofer et al.   INFORMATION SCIENCES

One-class classification based on the convex hull for bearing fault detection

(2016) Ming Zeng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier

(2016) Vahid Hooshmand Moghaddam et al.   PATTERN RECOGNITION

Automatic support vector data description

(2016) Reza Sadeghi et al.   SOFT COMPUTING

Online Learning for Statistical Machine Translation

(2016) Daniel Ortiz-Martínez   computational linguistics

Multi-class classification via heterogeneous ensemble of one-class classifiers

(2015) Seokho Kang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Novel class detection in data streams using local patterns and neighborhood graph

(2015) Poorya ZareMoodi et al.   NEUROCOMPUTING

EasyMKL: a scalable multiple kernel learning algorithm

(2015) Fabio Aiolli et al.   NEUROCOMPUTING

IRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering

(2015) Javad Hamidzadeh et al.   PATTERN RECOGNITION

Incremental weighted one-class classifier for mining stationary data streams

(2015) Bartosz Krawczyk et al.   Journal of Computational Science

A similarity-based approach for data stream classification

(2014) Dayrelis Mena-Torres et al.   EXPERT SYSTEMS WITH APPLICATIONS

One-class classification: taxonomy of study and review of techniques

(2014) Shehroz S. Khan et al.   KNOWLEDGE ENGINEERING REVIEW

LMIRA: Large Margin Instance Reduction Algorithm

(2014) Javad Hamidzadeh et al.   NEUROCOMPUTING

An improved one-class support vector machine classifier for outlier detection

(2014) Wenjuan An et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

One-class classifiers with incremental learning and forgetting for data streams with concept drift

(2014) Bartosz Krawczyk et al.   SOFT COMPUTING

Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams

(2012) Bo Liu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A differentiated one-class classification method with applications to intrusion detection

(2011) Inho Kang et al.   EXPERT SYSTEMS WITH APPLICATIONS

One-class learning and concept summarization for data streams

(2010) Xingquan Zhu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Soft clustering using weighted one-class support vector machines

(2008) Manuele Bicego et al.   PATTERN RECOGNITION