An Innovative Research Framework on Intelligent Text Data Classification System Using Genetic Algorithm
نویسندگان
چکیده
منابع مشابه
An Innovative Research Framework on Intelligent Text Data Classification System Using Genetic Algorithm
Recent years have witnessed an astronomical growth in the amount of textual information available both on the web and institutional wise document repositories. As a result, text mining has become extremely prevalent and processing of textual information from such repositories got the focus of the current age researchers. Indeed, in the researcher front of text analysis, there are numerous cutti...
متن کاملDesigning an intelligent system for predicting chromosomal genetic diseases using data mining
Background and Aim: Today we are witnessing tremendous advances in medical data mining. The data, by analyzing and discovering the relationships between them, can lead to algorithms that help us prevent or treat many diseases. Meanwhile, genetic diseases have attracted a large part of the attention of the medical world because the birth of children with genetic disorders imposes a great financi...
متن کاملDetermining the effective features in classification of heart sounds using trained intelligent network and genetic algorithm
Heart diseases are among the most important causes of mortality in the world, especially in industrial countries. Using heart sounds and the features extracted from them are among the non-aggressive diagnosis and prognosis methods for heart diseases. In this study, the time-scale, Cepstral, frequency, temporal and turbulence features are saved and extracted from the heart sounds, and then they ...
متن کاملFeature selection using genetic algorithm for classification of schizophrenia using fMRI data
In this paper we propose a new method for classification of subjects into schizophrenia and control groups using functional magnetic resonance imaging (fMRI) data. In the preprocessing step, the number of fMRI time points is reduced using principal component analysis (PCA). Then, independent component analysis (ICA) is used for further data analysis. It estimates independent components (ICs) of...
متن کاملAn Intelligent Distributed Intrusion Detection System using Genetic Algorithm
Information security has been a very active research over the last two decades. High connectivity and massive access to network resources combined with the widespread use of vulnerable software has resulted in hundreds of security breaches. An intruder may move between multiple nodes in the network to conceal the origin of attack. Distributed intrusion detection and prevention plays an increasi...
متن کاملذخیره 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: International Journal of Artificial Intelligence & Applications
سال: 2016
ISSN: 0976-2191,0975-900X
DOI: 10.5121/ijaia.2016.7605