k-mer Profiling for Bacterial Identification

Abstract In this paper, the bacterial identification is done using k-mer profiling. The idea is to create a kmer histogram using R programming and map the occurrences of kmers occurring in common within the same bacteria genera of different species and their respective strains. 5-mer is used in this study for proving the hypothesis. The […]

Machine Learning Based Autonomous Road Maintenance System Using Cold Lay Asphalt

Abstract Road maintenance is quotidian problem faced by the concerned authorities as it requires time, resources and labor and if not treated with utmost alacrity, may result in mishaps and accidents. The following paper suggests an innovative approach that can reduce the time and labor requirement by incorporating concepts of image processing and machine learning […]

Classification of Motorcyclists without Helmet via Daubechies Wavelet Transform and SVM

Abstract Nowadays, motorcycle accidents is on high rise and the main cause is traumatic brain injuries. Which suffers because most of the motorcyclists do not use helmet. In this paper we proposed a frame work for automatic detection of motorcyclists without helmet on public roads using surveillance videos. The frame work uses (SVM) support vector […]

Development of a Data Mining Driven Forecasting Software Tool for Quality Function Deployment

Abstract Recently, solicitation of Quality Function Deployment (QFD) has been extensively emerged in the product development market. Customer Requirements (CRs) and Design Requirements (DRs) are the two chief entity of the QFD process. However, variegation of marketplace directly influence CRs and DRs in making them more varying; that prompts the need of forecasting in QFD […]

Prevention of Data Content Leakage

Abstract The leaks of sensitive data have a major threat to the security of an organization. The statistical details show that the inappropriate encryption on data and transmission caused by individual mistakes is the major reason of data diminution. Hence there is a requirement of functions to recognize the content in database and communication. Although, […]

Social Behaviour Inspired Optimization Algorithm: An Approach for Solving Complex Optimization Problems

Abstract Inspired from the human behavior an advanced Social Behavior Inspired Optimization rule is given in this research work. This rule works in two phases inspired from human behavior in phase one candidate solution is improved considering the good behavior and by avoiding the bad behavior and in second phase solution is improved by knowledge […]

Analysis of Mobility Management for Vertical Handover in Heterogeneous Wireless Networks

Abstract With the expanding domains of the wireless technologies the mobility offered by the system is usually expanding providing users to be able to move between various networks simultaneously. Since the mobility in heterogeneous wireless techniques, vertical handovers are very much more advanced than the conventional horizontal handovers used. Inside IEEE 802. 21 a new […]