Search Results - "Dabhi, Vipul K."

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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Resources and components for gujarati NLP systems: a survey by Desai, Nikita P., Dabhi, Vipul K.

“…Natural Language Processing (NLP) represents the task of automatic handling of natural human language by machines. There is a large spectrum of possible NLP…”
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Empirical modeling using genetic programming: a survey of issues and approaches by Dabhi, Vipul K., Chaudhary, Sanjay

“…Empirical modeling, which is a process of developing a mathematical model of a system from experimental data, has attracted many researchers due to its wide…”
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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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Financial Time Series Modeling and Prediction Using Postfix-GP by Dabhi, Vipul K., Chaudhary, Sanjay

“…Financial time series prediction is considered as a challenging task. The task becomes difficult due to inherent nonlinear and non-stationary characteristics…”
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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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Classification of imbalanced data sets using Multi Objective Genetic Programming by Maheta, Hardik H., Dabhi, Vipul K.

“…Classification of imbalanced data set is a challenging problem as it is very difficult to achieve good classification accuracy for each class in case of…”
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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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Solution Modeling Using Postfix Genetic Programming by Dabhi, Vipul K., Chaudhary, Sanjay

“…This article introduces Postfix Genetic Programming (GP), a postfix notation-based GP, approach to symbolic regression for solving empirical modeling problems…”
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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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A survey on location based application development for Android platform by Patel, Bhagyasri G., Dabhi, Vipul K., Tyagi, Utkarsh, Shah, Pushpalata B.

“…Android is currently the fastest growing mobile platform. One of the fastest growing areas in Android applications is Location Based Service (LBS). LBS…”
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