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Non-Linear Spectral Unmixing Of Moon Mineralogy Mapper (M3 ) Data, Keshav Dev Singh, Ramakrishnan Desikan Dec 2015

Non-Linear Spectral Unmixing Of Moon Mineralogy Mapper (M3 ) Data, Keshav Dev Singh, Ramakrishnan Desikan

Innovative Research Publications IRP India

Most of the approaches to solve the unmixing problem are based on the Linear Mixing Model (LMM) which is questionable. Therefore, nonlinear spectral model is generally used to study the effects of multiple scattering in the complex surfaces. In this paper, we have demonstrated the application of Radiative Transform Equation (RTE) based Hapke multi scattering model. The Hapke model based non-linear spectral unmixing is carried out on a Moon Mineralogy Mapper (M3 ) data. The values of six non-linear Hapke's model parameters are estimated using a MATLAB based algorithm after optimizing the Hapke corrected M3-Endmembers and modeled spectra through minimum …


Modification In Weighted Clustering Algorithm For Faster Clustering Formation By Considering Absolute Attributes Of Mobile Nodes And Greedy Method For Role Selection Of Mobile Nodes In Manet, Vijayanand Kumar, Rajesh Kumar Yadav Dec 2015

Modification In Weighted Clustering Algorithm For Faster Clustering Formation By Considering Absolute Attributes Of Mobile Nodes And Greedy Method For Role Selection Of Mobile Nodes In Manet, Vijayanand Kumar, Rajesh Kumar Yadav

Innovative Research Publications IRP India

Wirelessly allocated mobile nodes which are configured in a geographically adjacent to each other can form cluster by applying rules on the mobile nodes. Each cluster family have different members with different assigned roles such as cluster head, cluster members, gateway members and ordinary nodes which can perform roles of any three mentioned roles as the time progresses based on absolute and relative attribute information. Absolute attributes of mobile nodes can be mobility, energy consumed and entropy of the mobile node. Relative attributes can be considered as neighbour information and sum of distances of neighbours etc. Relative attributes are the …


An Effectual Breakthrough For Concord Relentless Itemset Exhuming Based On Map Reduce, Ahilandeeswari G.,, Dr. R. Manicka Chezian Nov 2015

An Effectual Breakthrough For Concord Relentless Itemset Exhuming Based On Map Reduce, Ahilandeeswari G.,, Dr. R. Manicka Chezian

Innovative Research Publications IRP India

Relentless Itemset Exhuming (RIE) is a archetypal data Exhuming topic with many authentic world applications such as market basket analysis. In authentic world the dataset size grows, researchers have prophesied Map Reduce version of RIE contrivance to meet the immensely colossal data challenge. Subsisting relentless itemset contrivance cannot distribute data equipollent among all the nodes and MR Apriori contrivance paper utilize manifold map/reduce procedures and engender an inordinate extent of key-value pairs with value. In this paper present a novel collateral, distributed contrivance which addresses these quandaries. We prophesis an ameliorated collateral contrivance and discuss its applications in this paper. …


Design Of A Reading Recommendation Method Based On User Preference For Online Learning, Yanling Li,, S. C. Ng,, Felermino M. D. A. Ali Nov 2015

Design Of A Reading Recommendation Method Based On User Preference For Online Learning, Yanling Li,, S. C. Ng,, Felermino M. D. A. Ali

Innovative Research Publications IRP India

A design of reading recommendation method based on user preference for online learning namely, RMUP is proposed. The aim of this study is to design an online learning recommendation system to support automatic information extract, dynamic user preference analysis and conduct an accurate recommendation of reading materials to relevant users.


Moodle Data Retrieval For Educational Data Mining, Felermino M. D. A. Ali, S. C. Ng Nov 2015

Moodle Data Retrieval For Educational Data Mining, Felermino M. D. A. Ali, S. C. Ng

Innovative Research Publications IRP India

This study aims to incorporate a new service into existing Moodle Core Services for student's usage data retrieval. This service can ease the pre-processing in EDM and provide a generic mechanism for data portability. The proposed method expects to reduce the data pre-processing time and enhance the interoperability in Moodle.


An Energy Proficiency Positioned Dynamic Threshold Approach To The Migration Of Virtual Machines In Dvs Empowered Green Cloud Data Centers, C. Saranya.,, Dr. R. Manicka Chezian Nov 2015

An Energy Proficiency Positioned Dynamic Threshold Approach To The Migration Of Virtual Machines In Dvs Empowered Green Cloud Data Centers, C. Saranya.,, Dr. R. Manicka Chezian

Innovative Research Publications IRP India

The furthermost eco-amicable challenge nowadays is ecumenical warming. Energy disaster conveys green computing. Dynamic voltage scaling (DVS) has been a crucial procedure in exploiting the hardware characteristics of cloud datacenters to preserve energy by lowering the supply voltage and operating frequency. The study presents modified power consumption can be reduced by live migration of the virtual machines (VM) as required and by switching off idle machines. So, proposed a dynamic threshold predicated approach DMM CPU utilization for host at data center. This consolidation will work on dynamic and capricious workload evading nonessential power consumption. It will meet energy efficiency requisite …


Text Stream Mining Using Suffix Trees, Pamela Vinitha Eric,, Kusum Rajput,, Veda .N Oct 2015

Text Stream Mining Using Suffix Trees, Pamela Vinitha Eric,, Kusum Rajput,, Veda .N

Innovative Research Publications IRP India

Information explosion has resulted in the need for more advanced methods for managing the information. Text stream mining, is very important as people and organizations are trying to process and understand as much of information as possible. Generalised suffix tree is a data structure which is capable of solving a number of text stream mining tasks like detecting changes in the text stream, identifying reuse of text and detecting events by identifying when the frequencies of phrases change in a statistically significant way. An efficient method with polynomial time complexity that uses suffix trees to analyse streams of data in …


M-Learning System Based On Ontology, Dr Leelavathi Rajamanickam,, Chen Woon Choong Oct 2015

M-Learning System Based On Ontology, Dr Leelavathi Rajamanickam,, Chen Woon Choong

Innovative Research Publications IRP India

Information and communication Technology is a gateway through which large population of students has been addressed. Mobile learning technology the latest arrival highly changing the way the students learn, interact, access up to data information. It mainly satisfies the current and future generation which needs information at the earliest rather than later few touches. The World Wide Web acts as an interface in E- learning as well as in mobile learning (Mlearning) environments. It supports and facilitates the delivery of teaching and learning materials. M - l e a r n i n g provides quality educational content with the …


Relaxing Weighted Clustering Algorithm For Reduction Of Clusters And Cluster Head, Vijayanand Kumar Sep 2015

Relaxing Weighted Clustering Algorithm For Reduction Of Clusters And Cluster Head, Vijayanand Kumar

Innovative Research Publications IRP India

Adhoc clustering in MANET is to divide mobile nodes into different virtual groups. Mobile nodes are allocated geographically adjacent in the cluster. Clustering is done by some rule specific in the network. In this paper, we have concentrated to modify weight based clustering algorithm to improve the performance in this wireless technology. By slight improvement in existing weight based clustering algorithm [1] reduction in cluster as well as cluster head can be observed through experiment. Proposed Algorithm specifies relaxing the weight criteria for isolated cluster head nodes in range of other cluster head as well as reconsidering the nodes in …


Assessment Of The Stability Of A Four Legged Robot Manipulator, Dr. Awad Eisa G. Mohamed Aug 2015

Assessment Of The Stability Of A Four Legged Robot Manipulator, Dr. Awad Eisa G. Mohamed

Innovative Research Publications IRP India

This paper deals with static stability of a four legged robot manipulator when it moves with trot gait. In this paper, the stability analysis based on dynamics of walking usually proposed for the analysis of walking system studied and identified its limits and ambiguity. After identifying the key issues of stability, it has been identified that moment around the supporting diagonal line of quadruped in trotting gait largely influences walking stability. Therefore Moment around the supporting diagonal line of quadruped in trotting gait is modeled and its effects on body attitude (roll and pitch) are analyzed. The degree of influence …


Efficient Logarithmic Function Approximation, Amjad F. Hajjar, Mohammad H. Awedh Jul 2015

Efficient Logarithmic Function Approximation, Amjad F. Hajjar, Mohammad H. Awedh

Innovative Research Publications IRP India

A criteria is developed for the approximations of a logarithmic function to piecewise straight lines at multiple segments such that the maximum absolute error is minimized.The optimum cutting points for segmentation are estimated numerically with an exhaustive search. Our hardware implementation is restricted to integer operations (addition and shifting).


Alqrs: A Simple Architecture For Location Queries In Recommender Systems, Innovative Research Publications Irp India, B. Rupa Devi, M. Vedavathi Jun 2015

Alqrs: A Simple Architecture For Location Queries In Recommender Systems, Innovative Research Publications Irp India, B. Rupa Devi, M. Vedavathi

Innovative Research Publications IRP India

The ALQRS proposes a location-query system based on the keyword search that calculates for the nearest location. ALQRS evaluates user partitioning for user locations and travel penalty for item locations. ALQRS uses gap keeping approach for sorting, store the values of locations and it is a good space saving technique


Guaranteeing Data Storage Security In Cloud Computing, Innovative Research Publications Irp India, Viswanath Aiyer, Rohit Bhutkar, Sagar Anvekar, Dinesh Chavan May 2015

Guaranteeing Data Storage Security In Cloud Computing, Innovative Research Publications Irp India, Viswanath Aiyer, Rohit Bhutkar, Sagar Anvekar, Dinesh Chavan

Innovative Research Publications IRP India

Cloud Computing has been imagined as the next generation structural engineering of IT Enterprise. .By using the homomorphic token with dispersed verification of eradication coded information, our plan attains to the combination of capacity rightness protection and information blunder limitation, i.e., the identification of getting rowdy server(s)


Pitch Detection Of Speech Signal Using Wavelet Transform, Innovative Research Publications Irp India, Amin Shadravan Lalezari, Jalil Shirazi May 2015

Pitch Detection Of Speech Signal Using Wavelet Transform, Innovative Research Publications Irp India, Amin Shadravan Lalezari, Jalil Shirazi

Innovative Research Publications IRP India

Pitch frequency is the fundamental frequency of a speech signal. It is one of the most important parameters for speech signal processing. The simulated results on Keele pitch reference database show that the performance of the proposed wavelet transform based pitch detection algorithm is obviously better than the original AMDF and its improvements based algorithms


Fundamentals And Applications Of Transducers Technology And Sensors In Measuring Methodology, Innovative Research Publications Irp India, Nwosu, A.W., Eke, V.O.C. Mar 2015

Fundamentals And Applications Of Transducers Technology And Sensors In Measuring Methodology, Innovative Research Publications Irp India, Nwosu, A.W., Eke, V.O.C.

Innovative Research Publications IRP India

This paper deals on fundamentals and application of transducer technology and sensors in measuring techniques. Emphasis are laid on the principles of sensors and transducer technology, its application in measurement and their significance in data acquisition for micro-computer data based machine or automatic control systems .More so, the discussion exclusively appended improved applications of technology, expect and remote control systems.


The E-Readiness Assessment Pattern Designing With An Approach To Ecommerce (A Case Study Conducted In Sistan And Balouchestan Province Of Iran), Innovative Research Publications Irp India, Zahra Keikha, Mahmoud Oukati Sadeq Feb 2015

The E-Readiness Assessment Pattern Designing With An Approach To Ecommerce (A Case Study Conducted In Sistan And Balouchestan Province Of Iran), Innovative Research Publications Irp India, Zahra Keikha, Mahmoud Oukati Sadeq

Innovative Research Publications IRP India

New commercial conditions have been created by E-commerce in many parts, including traditional ones. It is nowadays expected that profound changes to be created in the structure, management and the notion of commercial services by the internet during the next few years. Although ecommerce is in its infancy, its outcomes is now well-exposed in the way that some firms utilizes it to perform their main tasks such as identification of customers, presenting market products and services and even receiving and paying the payment. The readiness of the community to accept this new way is the condition to be entered the …


Various Leveled Prediction And Context Adaptive Coding For Lossless Color Image Compression, Innovative Research Publications Irp India, K.J. Ashokbabu, S. Miruna Joe Amali Feb 2015

Various Leveled Prediction And Context Adaptive Coding For Lossless Color Image Compression, Innovative Research Publications Irp India, K.J. Ashokbabu, S. Miruna Joe Amali

Innovative Research Publications IRP India

Lossless image compression is a class of image compression algorithms that allows the original image to be perfectly reconstructed from the compressed image. This undertaking shows another lossless color image compression algorithm based on pixel prediction and arithmetic coding. Lossless squeezing of a Red, Green and Blue (RGB) picture is carried out by first decorrelating utilizing Reversible Color Transform (RCT). The got Y part is then compacted by a conventional lossless grayscale picture clamping strategy. The chrominance image is encoded utilizing Arithmetic coding and pixel prediction system. By utilizing RCT the forecast lapse is characterized and arithmetic coding is connected …


A Distinct Approach For Human Face Emotion Detection Using Pca-Bfo Method, Innovative Research Publications Irp India, Banupriya. N, Pushpalatha. M Feb 2015

A Distinct Approach For Human Face Emotion Detection Using Pca-Bfo Method, Innovative Research Publications Irp India, Banupriya. N, Pushpalatha. M

Innovative Research Publications IRP India

Research on emotion has increased significantly over the past two decades with many fields contributing includingpsychology,neuroscience,endocrinology,medicine, hi story, sociology, and even computer science. The numerous theories that attempt to explain the origin, neurobiology, experience, and function of emotions have only fostered more intense research on this topic. Current areas of research in the concept of emotion include the development of materials that stimulate and elicit emotion. Recent discoveries suggest that emotions are intricately linked to other functions such as attention, perception, memory, decision making, and learning. In the field of Human Computer Interaction, audio and visual information are considered to …


Reliability Measurement Of An Object Oriented Design: A Systematic Review, Innovative Research Publications Irp India, Nidhi Gupta, Dr. Rahul Kumar Dec 2014

Reliability Measurement Of An Object Oriented Design: A Systematic Review, Innovative Research Publications Irp India, Nidhi Gupta, Dr. Rahul Kumar

Innovative Research Publications IRP India

Reliability is one of the highly significant quality indicators of object oriented software. Its proper measurement or evaluation, constantly facilitate and improve the software development process. On the other hand, reliability has always been a mysterious theory and its truthful measurement or evaluation is a complex exercise. Researchers and practitioners have always argued that reliability should be considered as a key feature in order to promise the quality software. A perfect measure of software quality fully depends on reliability measurement, and as an outcome estimating reliability is a complex problem attracting significant research consideration. This review paper presents the results …


Research On The Clustering Algorithm Of Component Based On The Grade Strategy, Innovative Research Publications Irp India, G.Vamshi Krishna, Dr.P. Niranjan, Dr. P. Shireesha Dec 2014

Research On The Clustering Algorithm Of Component Based On The Grade Strategy, Innovative Research Publications Irp India, G.Vamshi Krishna, Dr.P. Niranjan, Dr. P. Shireesha

Innovative Research Publications IRP India

The rapid development in the software component technology increases the number of components, reasonable component classification is the foundation to achieve effective retrieval. The former methods like faceted classification and full text retrieval methods and some traditional methods have always some subjective factors to achieve it. The user is not able to satisfy with these methods. So from the point of user requirements, grade strategy is introduced, which gives each facet different weight, and the similarity between the components. A component clustering algorithm based on the grade strategy is proposed. They prove that component clustering algorithm based on the grade …


Image Registration In Medical Image Processing -An Overview, Innovative Research Publications Irp India, Dr. P. Latha,, Baby D. Dayana, N. Meffiya Dec 2014

Image Registration In Medical Image Processing -An Overview, Innovative Research Publications Irp India, Dr. P. Latha,, Baby D. Dayana, N. Meffiya

Innovative Research Publications IRP India

Image registration the process is very difficult problem facing in medical field . The process of image registration is an automatic or manual procedure. It tries to find similar points between two images and align themto minimize the “error”, i.e. distance measure between twoimages.The dataset can be multiple photographs like MRI,spect,CT scan images from different times ,depths or viewpoints.The purpose of this paper is to provide a overall information about the existing registration techniques and a detailed approach about non rigid registration which is in advanced mode .


Text Dependent Speaker Identification Using A Bayesian Network And Mel Frequency Cepstrum Coefficient, Innovative Research Publications Irp India, Mohd. Manjur Alam, Md. Salah Uddin Chowdury, Niaz Uddin Mahmud, Shamsun Nahar Shoma, Md. Abdul Wahab Dec 2014

Text Dependent Speaker Identification Using A Bayesian Network And Mel Frequency Cepstrum Coefficient, Innovative Research Publications Irp India, Mohd. Manjur Alam, Md. Salah Uddin Chowdury, Niaz Uddin Mahmud, Shamsun Nahar Shoma, Md. Abdul Wahab

Innovative Research Publications IRP India

Speaker identification is a biometric technique. The objective of automatic speaker recognition is to extract, characterize and recognize the information about speaker identity. Speaker Recognition technology has recently been used in large number of commercial areas successfully such as in voice based biometrics; voice controlled appliances, security control for confidential information, remote access to computers and many more interesting areas. A speaker identification system has two phases which are the training phase and the testing phase. Feature extraction is the first step for each phase in speaker recognition. Many algorithms are suggested by the researchers for feature extraction. In this …