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Browsing 00. Faculty Publications by Issue Date

Browsing 00. Faculty Publications by Issue Date

Now showing items 1-20 of 39

Applying Naïve Bayesian Classifier for Getting Probability Based Result for E-Knowledge Services In Healthcare

Kaneria, Vaishali V.; Jani, N.N.; Mehta, Richa.; Kamani, Gautam. (International Journal of Engineering Research & Technology, 2012-10-01)

In the existing health system various systems of medicine are available. Here a special EHR has been prepared to integrate multiple SOM. By applying some data mining technique result can be derived intelligently from the ...
Applying Naïve bayes, BayesNet, Part, JRip and OneR Algorithms on Hypothyroid Database for Comparative Analysis

Parsania, Vaishali S.; Jani, N.N.; Bhalodiya, Navneet H. (International Journal of Darshan Institute on Engineering Research & Emerging Technologies, 2014-06-01)

This research paper intends to provide comparative analysis of Data Mining classification algorithms. Some benchmarking classification algorithms like Naïve Bayes, Bayesian Network, JRip, OneR and PART are selected based ...
Mining Frequent Itemset Using Parallel Computing Apriori Algorithm

Kamani, Gautam J.; Ghodasara, Y.R.; Parsania, Vaishali S. (International Journal of Innovative Research in Computer and Communication Engineering, 2014-12-01)

Frequent itemset mining from a large transactional database is a very time consuming process. A famous frequent pattern mining algorithm is Apriori. Apriori algorithm generates a frequent itemsets in loop manner, one ...
Comparative Analysis of Data Mining Algorithms on EHR of Rheumatoid Arthritis of Multiple Systems of Medicine

Parsania, Vaishali S.; Kamani, Krunal.; Kamani, Gautam J. (International Journal of Engineering Research and General Science, 2015-02-01)

Data mining techniques are applied usually to uncover concealed knowledge from massive data stacked up in databases. One of the potential fields of Data mining application is healthcare systems in which the increasingly ...
Improving Raw Milk Quality using Whatsapp – A Rise of Digital India in Indian Dairy Sector

Kamani, Krunal.; Parsaniya, Vaishali S. (Global Research and Development Journal for Engineering, 2016-11-01)

Milk which is considered like nectar in our scriptures is now being adulterated with chemicals, has residues of antibiotics, hormones and pesticides as well as a wide range of microorganisms, including pathogens, in numbers ...
Some new results on seidel equienergetic graphs

Vaidya, Samir K.; Popat, Kalpesh M. (Kyungpook Mathematical Journal, 2019)

The energy of a graph G is the sum of the absolute values of the eigenvalues of the adjacency matrix of G. Some variants of energy can also be found in the litera ture, in which the energy is defined for the Laplacian ...
Construction of sequence of borderenergetic graphs

Vaidya, S.K.; Popat, K.M. (Proyecciones (Antofagasta), 2019)

The graphs whose energy is same as that of complete graphs are known as borderenergetic graphs. We propose a procedure for the construction of borderenergetic graphs and investigate three sequences of borderenergetic graphs.
Spectra of graphs obtained by duplication of graph elements

Vaidya, Samir K.; Popat, Kalpesh M. (Mathematics Today, 2019-12)

The concept of graph energy is a frontier between two important branches of basic sciences: namely, Mathematics and Chemistry. The sum of absolute values of eigenvalues of adjacency matrix of graph is called the energy ...
Construction of L-equienergetic graphs using some graph operations

Vaidya, S.K.; Popat, Kalpesh M. (AKCE International Journal of Graphs and Combinatorics, Taylor & Francis, 2020)

For a graph G with n vertices and m edges, the eigenvalues of its adjacency matrix A (G) are known as eigenvalues of G. The sum of absolute values of eigenvalues of G is called the energy of G. The Laplacian matrix of G ...
ANALYTICAL STUDY AND EVALUATION OF STRUCTURED AND NOSQL DATABASES FOR DATASET

Parsana, Falgunee; Patel, Dr. Achyut C (2020)

The aim of the study is to evaluate document-oriented MongoDB database with SQL in terms of Performance. For better reliability and efficiency of parallel computing, NoSQL techniques distributes the data randomly on data ...
Study of High Availability Solutions of SQL Server

Ganatra, Disha (2020)

Now a day setting up powerful and strong production system our main goal is minimizing downtime and service interruptions. In present time we can realize the importance of high availability to improve operational performance ...
Hadoop MapReduce with Machine Learning Techniques for Big Data Computing On Cloud Environment

Sadaria, Priti; Patel, Achyut C. (Journal of Information and Computational Science, 2020)

Now a day no field remains untouched with Information Technology. Health care industries are using Information Technology for different aspects. Mining of valuable information by analyzing this quickly rising data for ...
Novel method in detecting outliers in medical database

Kavathiya, Hiren R.; Bhimani, G. C. (GIS Science Journal, 2020)

In this paper, we used two models of outlier detection techniques in which the first model talks about Application of Data Mining Techniques for Outlier Mining in Medical Databases and the second model throws light on ...
Performance Evaluation of RDBMS with Several NoSQL Databases in aspect of Medical Images

Parekh, Rupal; Patel, Achyut C. (Journal of Information and Computational Science, 2020)

The use of digital medical imaging systems has greatly increased in healthcare institutions and they are currently valuable tools supporting medical decision and treatment procedures. NoSQL databases have been replacing ...
Risk Management Techniques in Banking Sector Using Data Mining

Ramani, Jaydeep R.,; Zalavadia, Jayesh N. (GIS Science Journal, 2020)

There is a growing power of data mining in business applications, with several solutions already applied and many more being discovered. Since the worldwide financial crisis, risk management in banks has increased more ...
ANALYTICAL EVALUATION OF STRUCTURED TO UNSTRUCTURED DATABASE FOR LARGE VOLUME OF E-COMMERCE DATASET

Parsana, Ms Falguni; Patel, Dr. Achyut C (2020-03)

The aim of the study is to evaluate document-oriented MongoDB database with SQL in terms of Performance. For better reliability and efficiency of parallel computing, NoSQL techniques distributes the data randomly on data ...
SQL to MongoDB (NoSQL) Migration: Evaluation and Analysis

Parsana, Falgunee; Patel, Achyut C (2020-11)

Large volume of data as well as analytical data requires to migrating from structured to un-structured data (NoSQL) to characterize the data. This conversion is demanding for the reason that of the lack of routine conversion ...
Data mining in medicines production system – tablet as a product

Kothari, Miral; Sadaria, Priti (International Journal of Electronics and Computer Science Engineering, 2021)

As the information technology and internet grows, industries are able to store more and more amount of data. With the use of data mining, it is easy to analyze or process the data or to generate knowledge based on the ...
A detailed study of intersection of Cyber Security and Blockchain technology for robust security Decentralized Environments

Ms. Saloni S. Chauhan (2021)

The intersection of Blockchain technology and Cyber security has emerged as a key area of study in the field of decentralized environments. This research paper offers a detailed analysis of this intersection to shed light ...
Extracting Meaningful Information from semi and Unstructured Data Sources with Different Techniques : A Scientific Literature Review

Chaniyara, Shital M; Domadiya, Dipti H; Patel, Stavan C (High Technology Letters, 2021)

Millions of structured, semi-structured, and unstructured documents are produced around the globe a day today. Several research societies like IEEE, Elsevier, Springer, and Wiley that we use to publish the scientific ...

Now showing items 1-20 of 39

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