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Online shopping in India is growing by leaps and bounds. Improved infrastructure, internet speed and increasing computer literacy are working as an impetus to online shopping. Many firms are entering into this space and making competition intense. Large sharks of the online shopping ocean like Amazon, Flipkart, snapdeal etc., are finding it difficult to deal with the dynamic nature of today's consumer...
Credit risk is one of the critical and the major challenges faced by banks. Its evaluation is an important factor in decision making for grant of credit. The accuracy in credit risk evaluation techniques adds to the profitability of banks and avoids financial loss. Data Mining has played a very significant role in evaluating credit risk. Multi-Layer Perception Neural Network has been used individually...
Reusability and complexity of software are key features of software quality. Such design metrics are considered to have potential for improvement of software quality and developer productivity. This study performs analysis of Object-Oriented design complexity metrics and its relation with reusability. To be precise the paper considers the most cited Chidamber and Kemerer (CK) metric suite. This study...
In last decade there is a rapid advancement in e-commerce and online banking, the use of online transaction has increased. As online transaction become more popular the frauds associated with this are also rising which affects a lot to the financial industry. To overcome these problems numerous fraud detection techniques and algorithms have been proposed, data mining is used by many firms associated...
5G communication system is attracting researches attention throughout the world for providing seamless user experience in 5G network which can accommodate large number of users in Internet of Things (IoT) environment with a gigabit-per-second (Gbps) data rate in mmWave communications with the consideration of Big-Data (BD). In 5G environment several billions of user devices will be connected seamlessly...
Web logs are files created to store data about users and all accesses made to web pages by various users. It stores various details such as User Id, URL accessed. Increasing use of information search on web is leading to increase in size of web log files. Mining web is implementation of mining techniques to these log files stored on client or server. Types of mining are Web usage mining, Web structure...
Big data refers to group of information that are so huge and bulky that ordinary database management tools have trouble capturing, storing, sharing and managing the information. With the arrival of big data arises the threat of superior security violations as data volume enlarges. Since many years cryptography has evolved to such an extent that breaking it through simple techniques is impossible....
Safety assessment for critical-computer systems is based on the safety assessment of components. In this Paper we discuss the safety assessment of components by using three-state Markov chain modeling and introduce a stepwise solution to model both design faults and physical faults through a three-state homogenous Markov model that is used to solve three-state non homogeneous Markov chain for the...
In this paper Extended Kalman Filter(EKF)is implemented with the Superposition Coded Modulation(SCM) scheme. For time varying Rayleigh fast fading channel environment an Extended Kalman filtering algorithm is proposed. The Rayleigh fading channel is approximated to be a Jakes Process and modeled as Autoregressive model. With the utilization of training sequences and fundamental channel model this...
The quantity and substantial growth of assemblage volumes and applications crosswise cyberspace, assemblage pertain soul embellish a very promising and restrained infrastructure for activity data hardware, and facultative to cater the document for the exercise of comprehensive network services and applications. These internet supported applications and services often requires disparate ingenuity demands...
With the rapid growth in digital content and user's needs, the complexity of ranking mechanism utilized in digital libraries is increasing. Ranking plays a vital role in digital libraries to rank publications or scientific literature so that researchers can easily explore the search results list and find the desired content against the query. In this paper, a page ranking algorithm called BCC (Bookmark...
Web Data Mining is an emerging area in research field. Due to its various attractive and beneficial services web is becoming popular day by day. Web has become a popular medium for information circulation. Web Mining is categorized into three major categories-Web Content mining, Web Structure mining and Web Usage mining. By using various types of techniques researchers are extracting new knowledge...
Group of nodes organized in a cooperative manner is known as wireless sensor network. It can relay information between a computer and other devices by transmitting radio signals through the air. Large network is formed from number of nodes of wsn. These sensor nodes have restricted energy, storage capability and computing power. In this paper a review is presented of the routing protocols projected...
There is large change in the utilization of wireless sensor network over the last few years. A Wireless sensor network essentially consists of a group of nodes deployed for monitoring the system via means of measurement of its parameters. WSN mostly consist of two terms i.e. wireless network and sensors. Wireless Sensor is a significant technology designed for large-scale monitoring, providing sensor...
Idea of Smart farming pot is generated to automate the farming. Today, India ranks second worldwide in farm output. Agriculture and allied sectors like forestry and fisheries accounted for 13.7% of the GDP (Gross Domestic Product) in 2014, about 50% of the total workforce. The economic contribution of agriculture to India's GDP is steadily declining with the country's broad-based economic growth....
The major function of sensor networks is to gather the data from various sensor nodes which are used to transmit the data at different base stations. Due to fault or presence of malicious node in the network, collected data might be wrong or hijacked. It is important and difficult to detect the unsafe work done by any malicious node. There are many factors involved such as packet delivery ratio, jamming...
Image classification is an important field of artificial intelligence. A machine tries to classify the images into different predefined categories using the intelligence and experience gained by the training session. Classification is a complex process which is affected by many factors as it is difficult to classify an image containing blurry and noisy content. The main aim of this paper is to provide...
The concept of MADM favored with ITrF information has wide applications in decision making processes. In our study, we are considering three operators: ITrFPWA operator, ITrFPWG operator and ITrFHA operator for the purpose of better decision making.
Diabetes mellitus are two types — type-1(less production of Insulin) and type-2(body's inability to response to insulin). There are so many parameters like glucose, insulin, beta-cells, epinephrine etc which play an important role in diabetes mellitus. In this work we established a dynamic mathematical model for detection of diabetes in blood with the help of a parameters as epinephrine. In addition...
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