Machine learning techniques are widely used in many fields. One of the applications of machine learning in the field of the information security is classification of a computer behavior into malicious and benign. Anti viruses consisting on signature-based methods are helpless against new (unknown) computer worms. This paper focuses on the feasibility of accurately detecting unknown worm activit...

This study was an attempt to analyze the applications and problems of conducting blended learning (BL) in view point of the agricultural students from Bu-Ali Sina University. The study has employed a surveying methodology with interviewing and included a combination of descriptive and quantitative research methods. Statistical population of the study included 500 agricultural students from Bu-A...

Visual learning is expected to be a continuous and robust process, which treats input images and pixels selectively. In this paper we present a method for subspace learning, which takes these considerations into account. We present an incremental method, which sequentially updates the principal subspace considering weighted influence of individual images as well as individual pixels within an i...

Learner autonomy has become the area of interest by many researchers of foreign language learning in the recent years. However, few studies have been done concerning the case of Kurdish learners` autonomy in learning languages. For this reason, the current study addresses this gap. It intends to investigate to what extent Kurdish learners are autonomous in learning English language. The study i...

An ensemble learning algorithm was proposed in this paper by analyzing the error function of neural network ensembles, by which, individual neural networks were actively guided to learn diversity. By decomposing the ensemble error function, error correlation terms were included in the learning criterion function of individual networks. And all the individual networks in the ensemble were leaded...

Introduction. Several Factors may influence teaching – learning ptocess. One of them is individual learning style. Teacher must consider students’ learning style to enhance their academic Performance. The aim of this survey was determiuation the learning style (Based on the kolb experiential learning theory) among medical students of Qazvin medical Faculty. Methods. This is a descriptive study...

the salient, and often ignored, role that out-of-class learning plays in second/foreign language (l2) learners’ development is overshadowed by classroom research. the main aim of this study is to problematize the role of out-of-class learning in the specific english-as-foreign-language (efl) context of iran by examination of the ways in which four learners attempted to revamp their english lang...

objectives: in present study, we studied the effect of teaching three painting methods (free method, subject selection method and complementary method) on creativity of children with learning disabilities. first, among all disabled students, who refer to bizhani center for learning disabilities in arak city, 60 subjects were randomly selected as statistical sample. thus, the 45 children, divide...