Computational Intelligence
نویسندگان
چکیده
In this chapter, we present a brief overview of bioinformatics and computational intelligence (CI) methods including artificial neural networks, genetic algorithms, and fuzzy systems. A number of representative applications of CI methods in bioinformatics are discussed, including CI methods for gene expression analysis, for multiple sequence alignment, for protein-protein interaction prediction, and for protein secondary structure prediction.
منابع مشابه
ON A LOSSY IMAGE COMPRESSION/RECONSTRUCTION METHOD BASED ON FUZZY RELATIONAL EQUATIONS
The pioneer work of image compression/reconstruction based onfuzzy relational equations (ICF) and the related works are introduced. TheICF regards an original image as a fuzzy relation by embedding the brightnesslevel into [0,1]. The compression/reconstruction of ICF correspond to thecomposition/solving inverse problem formulated on fuzzy relational equations.Optimizations of ICF can be consequ...
متن کاملA hybrid computational intelligence model for foreign exchange rate forecasting
Computational intelligence approaches have gradually established themselves as a popular tool for forecasting the complicated financial markets. Forecasting accuracy is one of the most important features of forecasting models; hence, never has research directed at improving upon the effectiveness of time series models stopped. Nowadays, despite the numerous time series forecasting models propos...
متن کاملPrediction of the spread of Corona-virus carrying droplets in a metro wagon - A computational based artificial intelligence approach
Assessing the risk of transmitting the corona virus is important for protecting public health under the COVID-19 epidemic. Public transportation such as bus and metro wagon, are the most important source of COVID 19 dispersion. In the last decade, numerical simulation plays important roles in predicting. In this case study, by a combination of numerical simulation and artificial intelligence, t...
متن کاملA laboratory investigation on the potential of computational intelligence approaches to estimate the discharge coefficient of piano key weir
The piano key weir (PKW) is a type of nonlinear control structure that can be used to increase unit discharge over linear overflow weir geometries, particularly when the weir footprint area is restricted To predict the outflow passing over a piano key weir, the discharge coefficient in the general equation of weir needs to be known. This paper presents the results of laboratory model testing of...
متن کاملSports Result Prediction Based on Machine Learning and Computational Intelligence Approaches: A Survey
In the current world, sports produce considerable statistical information about each player, team, games, and seasons. Traditional sports science believed science to be owned by experts, coaches, team managers, and analyzers. However, sports organizations have recently realized the abundant science available in their data and sought to take advantage of that science through the use of data mini...
متن کاملMining and Control of Network Traffic by Computational Intelligence
The best ebooks about Mining And Control Of Network Traffic By Computational Intelligence that you can get for free here by download this Mining And Control Of Network Traffic By Computational Intelligence and save to your desktop. This ebooks is under topic such as mining and control of network traffic by computational computational intelligence in control ntnu business intelligence from web u...
متن کامل