C: Software & Data Engineering (217)
GJCST: C
Application Areas of Data Mining in Indian Retail Banking Sector
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 5 Banking systems collect huge amounts of data on day to day basis, be it customer information, transaction details, risk profiles, credit card details, credit limit and collateral details, compliance and Anti Money Laundering (AML) related information, trade finance data, SWIFT and telex messages. Thousands of decisions are taken in a bank daily. These decisions include credit decisions, ...
Paper Information
Authors Sudhakar M, Dr. C. V. K ReddyRead Journal Click Here
Read Paper Click Here
Page No. 11 to 17
An Improved Apriori Algorithm based on Matrix Data Structure
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 5 Mining regular/frequent itemsets is very important concept in association rule mining which shows association among the variables in huge database. the classical algorithm used for extracting regular itemsets faces two fatal deficiencies .firstly it scans the database multiple times and secondly it generates large number of irregular itemsets hence increases spatial and temporal complext...
Paper Information
Authors Shalini Dutt, Naveen Choudhary, Dharm SinghRead Journal Click Here
Read Paper Click Here
Page No. 7 to 10
Development of ANN based Efficient Fruit Recognition Technique
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 5 Use of Image processing technique is increasing day by day in all fields and including the agriculture to classify fruits. Shape, color and texture are the image features which help in classification of fruits.This paper proposes an algorithm for fruits classification based on the shape, color and texture. For shape based classification of fruit area, perimeter, major axis length and min...
Paper Information
Authors Bhanu Pratap, Navneet Agarwal, Sunil Joshi, Suriti GuptaRead Journal Click Here
Read Paper Click Here
Page No. 1 to 6
Fuzzy Cognitive Map based Prediction Tool for Schedule Overrun
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 4 The main aim of any software development organizations is to finish the project within acceptable or customary schedule and budget. Software schedule overrun is one of a question that needs more concentration. Schedule overrun may affect the whole project success like cost, quality and increases risks. Schedule overrun can be reason of project failure. In today’s competi...
Paper Information
Authors Atul Kumar, Dalwinder Singh Salaria, Dr. R.C.GangwarRead Journal Click Here
Read Paper Click Here
Page No. 21 to 28
PRICM – A Framework for Project Management
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 4 In today’s world, project management is a rapidly developing area. The various models and frameworks available to implement a project vary according to the nature of the project. However, not all of them are applicable to all types of projects. This paper describes a project management framework, PRICM, which is a combination of CMMI, PRINCE2 and PMBOK. The framework int...
Paper Information
Authors Nida Waheed, Athar Mohsin, Dr. Sarmad SadikRead Journal Click Here
Read Paper Click Here
Page No. 13 to 19
Energy Efficient Branch and Bound based On-Chip Irregular Network Design
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 4 Here we present a technique which construct the topology for heterogeneous SoC, (Application Specific NoC) such that total Dynamic communication energy is optimized. The topology is certain to satisfy the constraints of node degree as well the link length. We first layout the topology by finding the shortest path between traffic characteristics with the branch and bound optimization tech...
Paper Information
Authors Kalpana Jain,Naveen Choudhary, Dharm SinghRead Journal Click Here
Read Paper Click Here
Page No. 7 to 11
Performance Analysis of Quickreduct, Quick Relative Reduct Algorithmand a New Proposed Algorithm
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 4 Feature Selection is a process of selecting a subset of relevant features from a huge dataset that satisfy method dependent criteria and thus minimize the cardinality and ensure that the accuracy and precision is not affected ,hence approximating the original class distribution of data from a given set of selected features. Feature selection and feature extraction are the two problems th...
Paper Information
Authors Ashima Gawar, Prerna MahajanRead Journal Click Here
Read Paper Click Here
Page No. 1 to 5
Maximising the Value of Missing Data
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 3 The subject of missing values in databases and how to handle them has received very little attention in the statistics and data mining literature1, 2, 3 and even less, if any at all, in the marketing literature. The usual attitude of practitioners is ‘we’ll just have to ignore records with missing values’. On the other hand, a few very adva...
Paper Information
Authors Atai WinklerRead Journal Click Here
Read Paper Click Here
Page No. 41 to 48
Gene Expression Analysis Methods on Microarray Data – A Review
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 3 In recent years a new type of experiments are changing the way that biologists and other specialists analyze many problems. These are called high throughput experiments and the main difference with those that were performed some years ago is mainly in the quantity of the data obtained from them. Thanks to the technology known generically as microarrays, it is possible to study nowadays i...
Paper Information
Authors Prof G V Padma Raju, Dr Srinivasa Rao Peri, Dr Chandra Sekhar VasamsettyRead Journal Click Here
Read Paper Click Here
Page No. 23 to 39
A Fuzzy Rule Based Approach to Predict Risk Level of Heart Disease
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 3 Health care domain systems globally face lots of difficulties because of the high amount of risk factors of heart diseases in peoples (WHO, 2013). To reduce risk, improved knowledge based expert systems played an important role and has a contribution towards the development of the healthcare system for cardiovascular disease. To make use of benefits of knowledge based system, it is neces...
Paper Information
Authors Kantesh Kumar Oad, Xu DeZhiRead Journal Click Here
Read Paper Click Here
Page No. 17 to 22
More...
Mobile Media SPL creation by Feature IDE using FODA
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 3 Software Product Lines are used in many areas, combining to form new technologies and products. A product line is a group of products that share a common development platform and vary by the composition and implementation method for the functionalities. This paper describes the implementation or creation of MobileMedia feature model using FODA (Feature Oriented Domain Analysis) methodolo...
Paper Information
Authors Manjinder Kaur, Parveen KumarRead Journal Click Here
Read Paper Click Here
Page No. 11 to 16
Quantifying COTS Components Selection using Multi Criteria Decision Analysis Method- PROMETHEE
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 2 Component Based Development relies on already existing components to develop the system. It offers various advantages as increase in productivity, reduced development effort and time. The biggest challenge is to select the appropriate component from number of alternatives based on the quality parameters. In this paper COTS component selection is reduced to a multi criteria decision probl...
Paper Information
Authors Kulbir Kaur, Harshpreet SinghRead Journal Click Here
Read Paper Click Here
Page No. 53 to 58
Identification of Critical Risk Phase in Commercial-off-the-Shelf Software (CBSD) using FMEA approach
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 2 COTS based development is becoming a popular software development approach for building large organizational software using existing developed components. COTS based approach provides pre-developed components either as in house or commercial off the shelf components, which reduces effort and cost for developing the software. There are potential challenges, risks and complexities in using...
Paper Information
Authors Palak Arora, Harshpreet SinghRead Journal Click Here
Read Paper Click Here
Page No. 37 to 45
Mining Health Care Sequences using Weighted Associative Classifier
Published In: GJCST Part: C: Software & Data Engineering Volume: 14 Issue: 2 This paper proposes the general framework for mining sequences from health care database. The database is a relational model consisting of set of temporal records of individual patient consisting of basic information of the patient ie Patient_ID, age, gender etc. the second part is a series of sequences representing the set of treatment given to the patient during regular visit to the do...
Paper Information
Authors Sunita Soni, Dr. O.P. VyasRead Journal Click Here
Read Paper Click Here
Page No. 27 to 35