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IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 6/2019, pp. 1 - 14
Learning from imbalanced data is among the most popular topics in the contemporary machine learning. However, the vast majority of attention in this field is... 
Imbalanced data | machine learning | multiclass imbalance | oversampling
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2019, Volume 9, Issue 1, pp. 7190 - 11
Journal Article
Pattern Recognition, ISSN 0031-3203, 09/2016, Volume 57, pp. 164 - 178
Journal Article
Journal of Behavioral and Experimental Economics, ISSN 2214-8043, 04/2015, Volume 55, pp. 103 - 107
This study investigates the effect of informing subjects that no deception will be used in a laboratory experiment. When implemented as a part of recruitment... 
Methodology of experiments | Trust | Deception | Suspiciousness
Journal Article
Information Fusion, ISSN 1566-2535, 09/2017, Volume 37, pp. 132 - 156
In many applications of information systems learning algorithms have to act in dynamic environments where data are collected in the form of transient data... 
Non-stationary environments | Data streams | Ensemble learning | Concept drift | Online learning | REGRESSION | CLASSIFIER | NOVELTY DETECTION | ALGORITHM | IMBALANCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | WEIGHTED MAJORITY | TRACKING | FRAMEWORK | COMPUTER SCIENCE, THEORY & METHODS | SELECTION | Computer science | Surveys | Algorithms | Artificial intelligence | Data mining
Journal Article
Pattern Recognition, ISSN 0031-3203, 12/2015, Volume 48, Issue 12, pp. 3969 - 3982
Journal Article
Journal of Behavioral and Experimental Economics, ISSN 2214-8043, 02/2018, Volume 72, p. 121
In this paper, we explore the Double Response research method, in which, in each decision task, subjects supply one quick choice and one additional choice... 
Studies | Response time | Preferences | Design of experiments | Behavioral economics | Pressure | Inequality
Journal Article
Assessment & Evaluation in Higher Education, ISSN 0260-2938, 01/2018, Volume 43, Issue 1, pp. 151 - 161
Journal Article
Neurocomputing, ISSN 0925-2312, 05/2019, Volume 343, pp. 19 - 33
Imbalanced data classification remains a focus of intense research, mostly due to the prevalence of data imbalance in various real-life application domains. A... 
Imbalanced data | Radial basis functions | Oversampling | Noisy data | Pattern classification | Machine learning | SMOTE | EXAMPLES | IDENTIFICATION | MINORITY CLASS | SAMPLING METHOD | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Algorithms | Analysis
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 09/2016, Volume 107, pp. 43 - 53
Journal Article
Journal of Behavioral and Experimental Economics, ISSN 2214-8043, 04/2015, Volume 55, pp. 103 - 107
This study investigates the effect of informing subjects that no deception will be used in a laboratory experiment. When implemented as a part of recruitment... 
Methodology of experiments | Trust | Deception | Suspiciousness | ECONOMICS | PSYCHOLOGY
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2019, Volume 11538, pp. 180 - 191
Conference Proceeding