This chapter covers details of the support vector machine (SVM) technique, a sparse kernel
decision machine that avoids computing posterior probabilities when building its learning …

Subjectivity analysis is one of the key tasks in the field of natural language processing. Used
to annotate data as subjective or objective, subjectivity analysis can be implemented on its …

Coronary arteriongraphy (CAG) is an accurate invasive technique for the diagnosis of
coronary heart disease (CHD). However, its invasive procedure is not appropriate for the …

Spam emails are widely spreading to constitute a significant share of everyone's daily inbox.
Being a source of financial loss and inconvenience for the recipients, spam emails have to …

The enormous number of articles published daily on the Internet, by a diverse array of
authors, often offers misleading or unwanted information, rendering activities such as sports …

A new method for wood identification using terahertz (THz) time-domain spectroscopy (TDS)
is presented. THz-TDS technology is an emerging method of spectral analysis method that …

Grouping is one of the most important errands for different applications, such as text order,
tone recognition, image characterization, articulation of miniature cluster efficiency, protein …

We propose in this paper, Face2Mus, a mobile application that streams music from online
radio stations after identifying the user's emotions, without interfering with the device's …

A principled approach to machine learning (ML) problems because of its mathematical
foundations in statistical learning theory, support vector machines (SVM), a non-parametric …

Bu çalışmada buğday yüzey çeşitlerinin sınıflandırılması için radar yardımıyla elde edilen
sinyaller makine öğrenmesi yöntemleri ile analizi gerçekleştirilmiştir. 18-40 GHz frekans …