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Frequency: 12 issues per year
ISSN: 2250–3005 (online version)
Published by: IJCER
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International Journal of Computational Engineering Research

(IJCER)

 

Articles

 

Research Article  open access
Deterministic Schedular Based On Parallel Processing
Mahek || Pawan Luthra
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

The rapid growing of power consumption has critically become essential to current data centres. Presented works on reducing the power consumption of network fundamentals formulate the power optimization problem for a general network topology and require a centralized controller. There is a problem that occurs in existing HEROS is that, it is not performing well with non-uniform task size and task generation patterns, and simulations of more complex, virtualized, multi-tenant environments. HEROS could be improved by extension of the set of optimized objectives..........

Keywords: Cloud Computing, Green computing, Data Centre, Energy-Efficiency, Load balancing

Research Article  open access
KEBCA – A Keyword Extraction Based Clustering Algorithm
George Louis Raja || F. Sagayaraj Francis || P. Sugumar
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

In this paper, we propose a document clustering method that tends to arrive at clusters of text documents which are assumed to be related together in their keywords. The method first uncovers the keywords of significance from a text document by means of the Keygraph method. The revealed keywords from the documents are represented in a graph, with the keywords as nodes, and the semantically related keywords are linked through edges. Then, they are clustered based on how strongly the keywords in two graphs (documents) are connected, more strongly they are connected, more is the probability that they can be belonging to the same cluster.

Keywords: Clustering, Keyword, keyword Extraction, Keygraph, Semantic Clustering

Research Article  open access
Adaptive MOOCs to Foster Personalized Learning
J. Saul Nicholas || F. Sagayaraj Francis
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

Massive Open Online Courses (MOOCs) provide open access to a wide variety of learning resources in many different knowledge areas, so that finally anyone in the world can join these courses and learn, no matter what the level of education. MOOCs have both great defenders and detractors. As an emerging trend, MOOCs have a great impact in technological and pedagogical areas, but they should demonstrate their real value in specific implementation and within institutional strategies. But MOOCs have different issues such as high dropout rates and low number of cooperative activities among participants. This paper presents a partial adaptive proposal to be applied in MOOC definition and development that may be useful to tackle the mentioned MOOC problems.

Keywords: MOOCs; adaptive systems; personalized learning; learning styles; adaptive framework.

Research Article  open access
Performance Comparison of Soft Computing Schemes for Classification and Detection of Brain Abnormalities in MRI Images
Shrikant Burje || Prof.Dr.Sourabh Rungta || Prof.Dr.Anupam Shukla
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

The tumor infection in brain is life dire and the major reason for the death in the present day. Basic objective of neuro medical image analysis of brain abnormalities is very important at the primary stage to extend the life of patient .Brain abnormalities detection and classification is an provocative area in MR images. Recently, the use of computerized knowledge based clinical expert system has been developed. The radiologist facing the challenges of human interpretation of bulk data images. soft computing schemes has been adopted into medical image processing because it has an capability to handle the uncertainties in images............

Keywords: MRI, PCA, PSO, NFC, Fuzzy C means.

Research Article  open access
Improved Air Light Estimation Algorithm by Using Fuzzy Filters and Dark Channel with Large Haze Gradients
Rupinder Kaur || Dr. Sandeep Singh Kang
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

Fog phenomena bring about air flow gentle generating and also decline this awareness involving made from photograph caught in the camera. To increase awareness, air flow gentle evaluation is essential regarding photograph errors removal. As air flow gentle can be quite dazzling, this conventional methods immediately select dazzling p regarding air flow gentle estimation.In this paper improved/hybrid fuzzy filters based haze removal algorithm is proposed. The dark channel prior can automatically extract the global atmospheric light and roughly eliminate the atmospheric veil. To make dark channel prior more effective, the atmospheric veil has been refined by using hybrid fuzzy filters as well as it able to produce a haze free image in more optimistic manner. The use of improved/hybrid fuzzy filters has improved the coarse estimated atmospheric veil by reducing halo artifacts.

Keywords: Image defogging; Dark channel prior; Air light Estimation; Fuzzy filtering.

Research Article  open access
Application Dependent Testing of S-Ram Based on Test Pattern Generator
S.Lekashri
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

This paper presents an Application-dependent testing of a SRAM-based FPGA interconnects. Here is a method that associates a turn on inputs to numerous nets, which gives rise to test vectors to determine stuck-at, open, and bridging faults. This set up gives us privilege in reducing unnecessary composition that reduces the testing time for application-dependent testing for coverage of faults. As the basic result is in need of a growing complication, polynomial algorithm which is heuristic and acquisitive in nature (based on sorting) and it is used for selecting the nets to be used in the process of generating configurations.

Keywords: Circuit faults, Configuration generation, Field programmable gate array, Look up Table, Test configurations, Test Vectors.

Research Article  open access
Performance Analysis of NAS-MLI Using FLC with FFT Analysis
Suresh Chellappan || Dr.Avirajamanjula || Dr.C.Nagarajan
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

A New Asymmetrical Source Multi Level Inverter (NAS-MLI) captivates the need of high power and high voltage outputs. The proposed inverter to reduce Electro Magnetic Interference(EMI), harmonic distortion and high DC link voltage perk up the Multi Level inverters important than the decorous two level inverters. In this paper the comparative analysis of the MLI can be described with different type of controllers and the performance of the inverter has been presented. This topology postulates N number of sources, N*2+4 number of switches in order to produce 4N-1 different levels of outputs. The proposed controller has been developed and simulated using MATLAB/Simulink. The FFT analysis has been obtained to validate the role of the controller.

Keywords: Multilevel inverter, power conversion, SPWM, Asymmetrical source.

Research Article  open access
Cataloging Telugu Sentences by Hidden Morkov Techniques
V. Suresh
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

Morphological based automatic cataloging for Telugu is present without requiring any machine learning algorithm or training data, in this paper. We believe that inflectional and agglutinating language, the critical information required for cataloging comes more from word internal structure than from the context and we show how a well designed morphological analyzer can assign correct catalogs and disambiguate many cases of catalog ambiguities too. We have used fine grained, hierarchical catalog set, carrying not only morph-syntactic information, but also some aspects of lexical and semantic information that is necessary or useful for syntactic parsing. We believe our approach can also be applied to other Dravidian languages. We give details of our experiments and results obtained.

Keywords: Cataloging, Morphology, POS cataloging, Telugu, Lexicon.

Research Article  open access
Innovative Procurement Procedures for a More Rational Usage of Public Money
Dr. Matej Požarnik || Lea Robič Mohar
Slovenia
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

Public money is public income that the state collects on the basis of ownership and financial sovereignty in the form of taxes, contributions, duties and/or fees. These above all include taxpayers' money that must be used in a transparent and rational manner. An extremely important segment of public procurement in the Republic of Croatia, the youngest EU member, is the implementation of simple procurement procedures which on an annual basis amount to approximately 23% of the total value of public procurement. However, the regulatory framework in the area of public procurement in the Republic of Croatia does not lay down the rules and criteria for the implementation of procedures for simple procurement, but leaves the possibility for contracting authorities to determine their own rules and criteria by means of general acts...........

Keywords: Public money, European cohesion funds, Investment management, Public procurement, Economic development, Transparency, Rationality


Research Article  open access
Review on Prediction of Churn Customer Behavior
Deepika Mahajan || Rakesh Gangwar
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

This paper represents that Churn Prediction has been major research problem with the growth of market development as customer's asset more valuable persons for growth of company. The task of churn prediction is to identify the customers who are pretending to shift from one company to another. As in the competitive environment, it becomes necessary to focus on retaining churn customers as well as attracting new customers. The overall objective of this paper is to compare the various algorithms of Data Mining have been used for making distinguish between customers into loyal and churn, so that appropriate steps can be taken into consideration in order to retain the churn customers to the company as customers are more valuable to the survival and development of the company.

Keywords: .......

Research Article  open access
An Interpolation of Accumulated Rainfall System Using Image Processing Technology
Prattana Deeprasertkul
India
Paper Indexed : : 03.3005/xxxxxxx
International Journal of Computational Engineering Resaerch, Volume 07 ~ Issue 9 (September – 2017)

Abstract

An accumulated rainfall map presents the amount and distribution of rainfall in terms of time periods and areas. The map is useful in the process of quantitative analysis to monitor a water situation in Thailand as well as to suggest risks of flood in the future. The rainfall data sets are collected through Telemetering system installed cover all Thailand. The received data from the Telemetering system will be processed along with other spatial based values and then displayed through images on the rainfall accumulation map. The objective of this system development is to create an interpolation of rainfall accumulation system applying image processing technique. The rainfall data sets getting from the Telemetering...........

Keywords: Accumulated Rainfall Map, Inverse Distance Weighted, Interpolation, Image