International Journal on Future Revolution in Computer Science & Communication Engineering
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A Comparative Study of Classification Techniques for Fraud Detection
Get PDFThere is large volume of data generated each day and the handling such large volume of data is very cumbersome. The generated data is stored in huge databases which can be retrieved as per the user. There are large sized repositories and databases generated in which the data can be stored. However, the retrieval of important data from such large databases is a major concern. There are numerous tools presented which can help in extracting useful information from the databases as per the requirement of users. The mechanism through which the data can be stored and extracted efficiently as per the requirement is known as data mining. This review paper studied about the classification techniques on the basis of different types of algorithms like Decision tree, Na�ve bayes, Rule based, K-NN(K Nearest Neighbour), Artificial Neural Network. It describe the uses of various classification algorithm for develop a predictive model which is useful in different fields like Software fault prediction , credit card fraud analytics, and intrusion detection, medical and so on with respect to accuracy during the past few years
SWOC analysis of Indian Educational Rating Agencies
Get PDFAccreditation is the most widely used method of external quality assurance. Accreditation agency evaluates the quality of a higher education institution. A Rating is an estimation based (Accreditation) on the available information at particular period of time. In this paper we focus on two national education rating agencies i.e. NAAC and NBA
An Energy Efficient Low Energy Adaptive Clustering Hierarchy Routing Protocol base on I-Node
Get PDFWireless networks are quite important for wireless data transfer, which require an energy source. The wireless devices had limited energy as they operate on battery, which need replacement. This becomes the major bottleneck of wireless sensor devices. The replacement of batteries is quite costly, so the need of hour is to enhance the lifetime of the network. This will utilize the network energy in proper manner which reduce the overall global cost of the network. In this paper, an energy efficient routing is proposed based on I-Node which reduce energy consumption of the network
A Survey of Brain Tumour Segmentation Methods- A Review
Get PDFBrain tumor segmentation aims to separate the different tumor tissues such as active cells, necrotic core, and edema from normal brain tissues of White Matter (WM), Gray Matter (GM), and Cerebrospinal Fluid (CSF). MRI based brain tumor segmentation studies are attracting more and more attention in recent years due to non-invasive imaging and good soft tissue contrast of Magnetic Resonance Imaging (MRI) images. With the development of almost two decades, the innovative approaches applying computer-aided techniques for segmenting brain tumo rare becoming more and more mature and coming closer to routine clinical applications. The purpose of this paper is to provide a comprehensive overview of MRI-based brain tumor segmentation methods
Health Detector Android Application using IOT for Rural Area
Get PDFTechnology is being increasing rapidly day by day. Growing technology make user to use different devices and integrate all of them in one frame, so as to reduce implementation cost and increase functionality of module and that will be implemented. Health Detector application is a good platform to measure different health parameters via sensors. Integrating whole system with android will make it available and useful. Pulse rate sensor and ECG sensors are easily available with the moderate worth hence it is affordable to the end user. This system will be an elixir for the people who are living scurry life. Android platform help to add different functionalities like disease prediction on the basis of symptoms stored into SQLite database, calling ambulance on emergency mode, locating nearest hospitals, medicals and blood bank on an emergency mode via GPS sensors. Regular health check-ups like heartbeat, BMI is also provided
Wireless Sensor Network for Monitoring Applied Physical Variables
Get PDFThis article reports an array of wireless sensors connected to a network to monitor physical variables; environment temperature, soil humidity and environment humidity applied to the internet of things. The use of the Wireless Sensor Network (WSN) has a promising future due to current technical advances and its almost unlimited applications. In this paper WSN topologies, measurement methodology, sensor distribution and visualization of recorded data are proposed based on the monitoring area, the communication protocol established by Wi-Fi and the readings of the environmental temperature (ET), environmental humidity (EH) and ground humidity (GH) are recorded and displayed on the web. In this experimental monitoring of environmental physical conditions, a record is made every hour during a period of 24 hours. Some of the potential applications for this remote measurement technique are the green technologies, industrial processes, internet of things, among others
Designing Test Cases Optimization Using Genetic Algorithm
Get PDFEvery software product is likely to meet particular needs. When product is starting to develop it need to check whether it satisfy the user needs. Software Testing is that task of validation and verification of product to supply the quality and efficiency. Regression testing is that the approach of substantiating the modified coding system to note errors that area unit introduced into previously tested code. The take a glance at cases got to be generated as a result of the pc code is modified and size of take a glance at suites conjointly can increase. The prioritization improves the effectiveness of regression take a glance. Total fault coverage with in time affected setting on altogether completely different examples is utilized for prioritization of take a glance at cases and their finite answer is obtained. Through Genetic rule technique, Associate in Nursing approach has been famous to go looking out a suitable population, that was a lot of developed by GA operations to create it plenty of versatile and economical
A Proposed Technique for Finding Pattern from Web Usage Data
Get PDFThere are various ways of web page classification but they take higher time to compute with lesser accuracy. Hence, there is a need to invent an efficient algorithm in order to reduce time and increase web page classification result. Artificial Immune System (AIS) which has the characteristic of high self-adaptation and self-construction inspired from the function of biological immune system. An ensemble approach of AIS and tree based classifier has used the hybrid approach. This inspired the scholars to use such hybrid approach for Structure based web page classification
Survey on Choreography for Web Services
Get PDFWeb service choreography is used to interchange the message between source and destination. The transfer message is based on the data type and transmission sequence. For many years, organizations have been developing solutions for automating their peer-to-peer collaborations, within or across their trusted domain, in an effort to improve productivity and reduce operating costs. Web Services are a key component of the emerging, loosely coupled, Web-based computing architecture. A Web Service is an autonomous, standards-based component whose public interfaces is defined and described using XML. Other systems may interact with a Web Service in a manner prescribed by its definition, using XML based messages conveyed by Internet protocols
2D Virtual Trial Room using Augmented Reality
Get PDFReal Time Virtual Trial Room application using Augmented Reality is used in any shopping centers, malls, shops.Itallows a user to try on virtual clothes. Trying clothes in a malls are usually time consuming. Our aim is to build an interactive and highly realistic virtual system where the customers can choose many different clothes and proceed to simulate on users. Here, this paper gives user friendly interface which auto-detect human face and merge the chosen clothes on the users by using webcam as an input device and displays on the screen. Our motivation is to increase time efficiency and improve the accessibility of clothes try on by creating virtual dressing room environment