Search Results - "Prajapati Harshadkumar B."

Clustering Using a Combination of Particle Swarm Optimization and K-means by Patel Garvishkumar K., Dabhi Vipul K., Prajapati Harshadkumar B.

“…Clustering is an unsupervised kind of grouping of data points based on the similarity that exists between them. This paper applied a combination of particle…”
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Bandwidth-Aware Scheduling of Workflow Application on Multiple Grid Sites by Prajapati, Harshadkumar B., Shah, Vipul A.

“…Bandwidth-aware workflow scheduling is required to improve the performance of a workflow application in a multisite Grid environment, as the data movement cost…”
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Rainfall forecasting using neural network: A survey by Darji, Mohini P., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…An accurate rainfall forecasting is very important for agriculture dependent countries like India. For analyzing the crop productivity, use of water resources…”
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Analysis Perspective Views of Grid Simulation Tools by Prajapati, Harshadkumar B., Shah, Vipul A.

“…Due to the high complexity of Grid computing systems, experimentation on a real Grid system is challenging and time consuming. Moreover, deploying a Grid…”
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Empirical Study of Job Scheduling Algorithms in Hadoop MapReduce by Gautam, Jyoti V., Prajapati, Harshadkumar B., Dabhi, Vipul K., Chaudhary, Sanjay

“…Several Job scheduling algorithms have been developed for Hadoop-Map Reduce model, which vary widely in design and behavior for handling different issues such…”
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Classification of ECG signals using machine learning techniques: A survey by Jambukia, Shweta H., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…Classification of electrocardiogram (ECG) signals plays an important role in diagnoses of heart diseases. An accurate ECG classification is a challenging…”
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Voice Recognition and Voice Comparison using Machine Learning Techniques: A Survey by Tandel, Nishtha H., Prajapati, Harshadkumar B., Dabhi, Vipul K.

“…Voice comparison is a variant of speaker recognition or voice recognition. Voice comparison plays a significant role in the forensic science field and security…”
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Skin Disease Classification from Image - A Survey by Goswami, Tanvi, Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…Skin diseases are one of the most common types of health illnesses faced by the people for ages. The identification of skin disease mostly relies on the…”
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Survey on Scene Classification techniques by Patel, Tanvi A., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…Scene classification is emerging research areas in the field of computer vision, as it can be used in several applications such as surveillance, autonomous…”
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Survey on Cross-Age Face Comparison by Ginoya, Sanskruti D., Prajapati, Harshadkumar B., Dabhi, Vipul K.

“…Cross-Age Face Comparison has become a popular research topic in computer vision and biometric because of its ability to deal with facial changes that occur…”
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A survey on detection and classification of cotton leaf diseases by Prajapati, Bhumika S., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…Cotton is the most important cash crop in India. It is also known as "White Gold" or "The King of fibers" among all cash crops in the country. About 80-90% of…”
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Survey on Automatic Script Identification Techniques by Donda, Miral V., Prajapati, Harshadkumar B., Dabhi, Vipul K.

“…Script identification is an essential task especially in India because of existence of 13 different scripts for writing 22 languages. Major applications of…”
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A survey on job scheduling algorithms in Big data processing by Gautam, Jyoti V., Prajapati, Harshadkumar B., Dabhi, Vipul K., Chaudhary, Sanjay

“…Scheduling problem has been an active area of research in computing systems since their inception. The Apache Hadoop framework has emerged as most widely…”
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A survey on semantic document clustering by Naik, Maitri P., Prajapati, Harshadkumar B., Dabhi, Vipul K.

“…Clustering is the process of partitioning a set of data objects into subsets. It is commonly used technique in data mining, information retrieval, and…”
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Improving NSGA-II for solving multi objective function optimization problems by Vachhani, Vimal L., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…It is important for any MOEA (Multi Objective Evolutionary Algorithm) to improve convergence and diversity of solutions of Pareto front, which is obtained at…”
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Study and analysis of particle swarm optimization for improving partition clustering by Patel, Garvishkumar K., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…Clustering is a widely used technique for finding the similar hidden patterns from a dataset. Many techniques are available for data clustering such as…”
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Taking a Deep Breath before Jumping into Research in Computer Science and Engineering by Prajapati, Harshadkumar B., Dabhi, Vipul K., Bhensdadia, C. K.

“…Research has substantially increased in modern times due to availability and search facility of literature sources through Internet. Carrying out research and…”
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Survey on Face Expression Recognition using CNN by Vyas, Ankit S., Prajapati, Harshadkumar B., Dabhi, Vipul K.

“…Recognition of facial expressions plays a major role in many automated system applications like robotics, education, artificial intelligence, and security…”
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Scheduling in Grid Computing Environment by Prajapati, Harshadkumar B., Shah, Vipul A.

“…Scheduling in Grid computing has been active area of research since its beginning. However, beginners find very difficult to understand related concepts due to…”
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River Water Pollution Analysis using High Resolution Satellite Images : A Survey by Patel, Hinal J., Dabhi, Vipul K., Prajapati, Harshadkumar B.

“…River water is one of the essential components for the ecological environment, which plays a main role in human survival and socioeconomic development. The…”
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