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Image categorization is the process of categorizing the images into its respective class or bins. It is still challenging problem in computer vision key area. The existing methodologies for image categorization like semantic modelling approaches, neural network approaches does not provides an accurate solution. This is due to inefficient feature extraction and their processing. Deep Learning is a...
Conserving energy at home is a personal choice, but when multiplied by the conserving efforts of tens of millions of homeowners, it can reduce our energy demands and increase our long-term quality of life. The Objective of the project is to drive awareness and conservation of the worlds natural re-sources through compelling analytics and targeted, actionable conservation recommendations. Synergy is...
Developing reliable software at low cost is an objective for any software developer. Software errors are removed during the various review and test phases in the development lifecycle. Software is modified to eliminate these errors. Changes are implemented during the maintenance phases also. These software changes and fixes may introduce new errors and can cause defect propagation in different dependent...
Diabetes is a disease caused due of the expanded level of sugar fixation in the blood. Various computerized information systems were outlined utilizing diverse classifiers for anticipating and diagnosing diabetes. Selecting legitimate classifiers clearly expands the exactness and proficiency of the system. Here a decision support system is proposed that uses AdaBoost algorithm with Decision Stump...
Diabetes mellitus is considered to be a severe health issue which is caused due to the presence of higher amount of plasma/glucose in the blood. A number of decision support systems were introduced to help medical experts for analyzing different factors that cause diabetes. Here a computerized information system is designed using Stacked Generalization for predicting diabetes. The classifiers under...
A software bug is an error, flaw, failure or fault in a computer program or system that causes it to produce an incorrect or unexpected result, or to behave in unintended ways. The main risk factors associated with a software defect which is not detected during the early phase of its development are cost and effort. Thus the main intention of any organization is to identify and rectify the defects...
Diabetes mellitus is caused due to the increased level of sugar content in the blood. This can cause series complications like kidney failure, stroke, cancer, heart disease and blindness. The early detection and diagnosis, helps to identify and avoid these complications. A number of computerized information systems were designed using different classifiers for predicting and diagnosing diabetes. Selecting...
The modern era witnesses the evolution of handheld devices from a simple communication medium to a sophisticated information access platform. Coupling it with intelligent recommendation techniques can transform it to an essential companion for users during their travel, purchases and other routine transactions. A recommender system extracts personalized information relevant to users, thereby limiting...
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