Botnet analysis using ensemble classifier

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

neural classifier ensemble using error-correcting output codes: access control application

abstract biometric access control is an automatic system that intelligently provides the access of special actions to predefined individuals. it may use one or more unique features of humans, like fingerprint, iris, gesture, 2d and 3d face images. 2d face image is one of the important features with useful and reliable information for recognition of individuals and systems based on this ...

Character Recognition using Ensemble classifier

To improve the accuracy of data classification systems, several techniques using classifier fusion have been suggested. This paper proposed a model of classifier fusion for character recognition problem. The work presented here aims to tackle the disadvantages and benefit of different classifiers with varying feature sets. In particular, this approach proposes the use of statistical procedures ...

متن کامل

Classifier Ensemble Framework: a Diversity Based Approach

Pattern recognition systems are widely used in a host of different fields. Due to some reasons such as lack of knowledge about a method based on which the best classifier is detected for any arbitrary problem, and thanks to significant improvement in accuracy, researchers turn to ensemble methods in almost every task of pattern recognition. Classification as a major task in pattern recognition,...

متن کامل

Dataset analysis for classifier ensemble enhancement

Faculty of Engineering and Architecture Department of Electrical and Electronic Engineering Doctor of Philosophy Dataset Analysis for Classifier Ensemble Enhancement by Emanuele Tamponi We developed three different methods for dataset analysis and ensemble enhancement. They share the underlying idea that an accurate preprocessing and adaptation of the data can improve the system performance, wi...

متن کامل

Ensemble classifier for Twitter sentiment analysis

In this paper, we present a combination of different types of sentiment analysis approaches in order to improve the individual performance of them. These ones consist of (I) ranking algorithms for scoring sentiment features as bi-grams and skip-grams extracted from annotated corpora; (II) a polarity classifier based on a deep learning algorithm; and (III) a semi-supervised system founded on the...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Perspectives in Science

سال: 2016

ISSN: 2213-0209

DOI: 10.1016/j.pisc.2016.05.008