ENGINEERING RESEARCH PAPERS

data analysis IEEE PAPER 2017




Spatial Panel Data Analysis .
free download

Since the turn of the century, the spatial econometrics literature has shifted its interest from the specification and estimation of econometric relationships based on cross-sectional data to spatial panels. Spatial panels refer to georeferenced point data over time of individuals,

GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis
free download

Abstract The R package GFA provides a full pipeline for factor analysis of multiple data sources that are represented as matrices with co-occurring samples. It allows learning dependencies between subsets of the data sources, decomposed into latent factors. The

Monte Carlo Methods for Bayesian Data Analysis in Astronomy
free download

Abstract Monte Carlo based Bayesian data analysis has now become the method of choice for analyzing and interpreting data in almost all disciplines of science. In astronomy, over the last decade, we have also seen a steady increase in the number of papers that employ Using Exploratory Data Analysis to Improve the Fresh Foods Ordering Process in Retail Stores
free download

Summary: With the advent of the information era and abundance of availability of data , the approaches used by quality professionals can be significantly complemented by the art of data science. This case study demonstrates how explorative data analysis and basic

Compositional data analysis of household waste recycling centres in Denmark
free download

Abstract The Danish government has set a target of 50% recycling rates for household waste by 2022. To achieve this goal, the Danish municipalities should increase the source separation of household waste. While significant knowledge and experiences were locally

Detecting delays in motor skill development of children through data analysis of a smart play device
free download

ABSTRACT This paper describes experiments with a game device that was used for early detection of delays in motor skill development in primary school children. Children play a game by bi-manual manipulation of the device which continuously collects accelerometer

Dynamic Panel Data Analysis of CO2 Emissions Driving Forces
free download

Abstract Interaction between human beings and their natural environment has led to threats to ecosystems. To study this relationship, several sociological theories have been developed, among them treadmill of destruction, world system position, ecological In [1], we described a novel approach to deal with the local depth estimation in shallow coastal areas through marine radar data . The reconstruction technique is based on the maximization of the normalized scalar product (NSP) between the theoretical and the differences in time spent sedentary and in physical activity during leisure: A comparison of data analyzed using a traditional approach and compositional data analysis
free download

Abstract AIM: Data analysis in studies of time spent sedentary and in physical activities does not usually consider the fact that these behaviors are expressed in terms of proportions of a finite time and therefore statistically dependent in a compositional fashion. The aim of this

Low levels of calcium or vitamin D, which is more important in systemic lupus erythematosus patients? An extensive data analysis
free download

Objective Several reports have indicated an association between systemic lupus erythematosus (SLE) and low levels of vitamin D. We examined several blood work parameters in SLE patients and controls and performed an extensive data analysis in order

Analysis of Mahatma Gandhi National Rural Employment Guarantee Act Using Data Mining
free download

Abstract Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) aims at livelihood security of people in rural areas by guaranteeing hundred days of wage employment in a financial year to a rural household whose adult members volunteer to do Pre-processing influences on multivariate data analysis of time-of-flight secondary ion mass spectroscopy data and images
free download

Time-of-Flight Secondary Ion Mass Spectroscopy (ToF-SIMS) has been used in the investigation and examination of biological compounds for more than three decades. Currently, ToF-SIMS data analyses are quite daunting tasks and there exists problems with their interpretation. Multivariate In my general chemistry course at the University of Debrecen, I teach that chemistry became an independent science at the end of the 18th century largely thanks to the introduction of systematic quantitative measurements, which was pioneered by Antoine Laurent Lavoisier

The reality of routine practice: a pooled data analysis on chronic wounds treated with TLC-NOSF wound dressings
free download

Objective: A number of randomised controlled trials (RCT) have compared control groups with TLC-NOSF dressings (UrgoStart) on chronic wounds. Our aim was to determine whether the clinical trials results translate into routine management of such wounds, by Video data analysis has become an increasingly important research area with widespread applications in automatic surveillance of transportation infrastructure including roads, rail and airports. As the amount of video data collected grows, so does the opportunity for further

The categorization experiment: Experimental design and data analysis
free download

The long history of categorization experiments indicates that many important design choices can critically affect the quality of the resulting data . Unfortunately, the optimal choices depend on the goals of the experiment, so there is no single template that a new researcher

The Role of Family on Current Lifestyle Choices: A Qualitative Secondary Data Analysis of Interracial and Same-Race Couples
free download

1 ; College of Education 2 ; University of Arizona, Tucson, AZ Qualitative data analysis and
interpretations were based on 14 romantic couples 7 same-race couples (Non-Hispanic White
partners) and 7 interracial couples (Non-Hispanic White partner and Hispanic partner). 4. How

Impact of GUT Microbiota on the Type 2 Diabetes Mellitus: NGS Meta- Data Analysis
free download

Abstract: Metagenomic sequencing is one of the important applications by the Next Generation Sequencing (NGS). The metagenome analysis is useful to study the characteristics of composite microbial groups including uncultivable microbes in various

Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis
free download

Abstract In recent years it has become popular to study machine learning problems in a setting of ordinal distance information rather than numerical distance measurements. By ordinal distance information we refer to binary answers to distance comparisons such as d

Towards a pragmatic approach to compositional data analysis
free download

Abstract: Compositional data are nonnegative data with the property of closure: that is, each set of values on their components, or so-called parts, has a fixed sum, usually 1 or 100%. The approach to compositional data analysis originated by John Aitchison uses ratios of Application of Fiber-optic Temperature Data Analysis in Hydraulic Fracturing Evaluation--A Case Study in Marcellus Shale
free download

Abstract Technology advancement is a key parameter to gain more information, and valuable insight in the area where we lack proper knowledge to make the right decision at the right time. Development of unconventional resources is an area where application of

PGEE: An R Package for Analysis of Longitudinal Data with High-Dimensional Covariates
free download

Abstract We introduce an R package PGEE that implements the penalized generalized estimating equations (GEE) procedure proposed by Wang et al.(2012) to analyze longitudinal data with a large number of covariates. The PGEE package includes three main Natural language processing is another area of big data inquiry in the field of Communications. In this vein of research, scholars explore the way that computers can develop an understanding of language and generate responses. Often studied along with

Consideration of Statistical vs. Biological Significances for Omics Data -based Pathway Network Analysis
free download

ABSTRACT In the era of biological omics, an essential issue is how to mine the important biological information, including important signaling molecule patterns, signaling pathways, molecular networks, and pathwaynetwork systems, from big omic data in combination with Following the genomics revolution, proteomics, metabolomics, and lipidomics studies have emerged, among others, as a natural follow-up either in the investigation of human biology or, similarly, in animal or plant studies. The combined use of these omics fields may lead to a

Factors Influencing Inter-regional Living-Cost Differentials: Panel Data Analysis for the Case of the US
free download

ABSTRACT This empirical study seeks to identify key factors that have influenced geographic (interstate) living-cost differentials in the US in recent years. However, given the evolving literature on the effects of economic freedom in recent years, unlike previous

Smart Data Analysis for Smart Water Networks
free download

ABSTRACT Water is an indispensable resource for human and economical welfare, and modern society depends on complex, interconnected infrastructures to provide safe water to consumers. Given this complexity, efficient numerical techniques are needed to support

ALGORITHM PERFORMANCE IN GENE EXPRESSION DATA ANALYSIS THROUGH PRE-PROCESSING WITH PRINCIPAL COMPONENT ANALYSIS AND
free download

ABSTRACT: High volume of data from recent high-throughput omics technologies and the study of particular diseases, such as cancer, represent a challenge to create new platforms able to analyze complex data sets, in order to extract biologically relevant information. The

The XMM-Newton ABC Guide: An Introduction to XMM-Newton Data Analysis
free download

4 Setting Up and Running SAS 10 4.1 Installation 10 4.2 Calibration Data 10 4.3 SAS Environmental Parameters and Invocation . 10 4.3. 1 SAS Helpful Hints . 11 4.4 SAS

Determinants of Credit Default Swap Spreads: A Four-Market Panel Data Analysis
free download

Abstract This paper attempts to elucidate whether firm performance and macroeconomic conditions play a significant role in explaining credit default swap (CDS) spreads. Our panel dataset covers 112 reference entities in four markets (South Korea, Hong Kong, France, and

LANDSAT BIG DATA ANALYSIS FOR DETECTING LONG-TERM WATER QUALITY CHANGES: A CASE STUDY IN THE HAN RIVER, SOUTH KOREA.
free download

JC Seonga,*, CS Hwangb, R. Gibbsa, K. Roha, MR Mehdic, C. Ohd, JJ Jeonge a Dept. of Geosciences, University of West Georgia, Carrollton, Georgia, USA (jseong@ westga. edu, rgibbs2@ my. westga. edu, rkwanhun@ westga. edu) b Dept. of Geography, Kyunghee

RECONCILIATION OF CORE AND LOG DATA ANALYSIS IN FRESH WATER FLUVIAL RESERVOIRS OF KRISHNA GODAVARI BASIN, EAST COAST, INDIA
free download

ABSTRACT Fresh water fluvial reservoirs of Krishna Godavari basin are generally very complex and heterogeneous, ranging from very coarse to very fine/silty sand sequences. Low resistivity pays does not indicate any particular lithological cause of lowering of

Parallel Implementation of the Ensemble Empirical Mode Decomposition (PEEMD) and Its Application 2 for Earth Science Data Analysis 3
free download

To efficiently perform multiscale analysis of high-resolution, global, multiple-16 dimensional data sets, we have deployed the parallel ensemble empirical mode 17 decomposition (PEEMD) package by implementing three-level parallelism into the 18 ensemble Empirical

Quality Control Data Analysis
free download

D Lorenz, L Medalie, J Martin - 2017 - rdrr.io Most of the examples will use datasets supplied in the smwrQW package, but the Statistical Concepts section will use small, artificial datasets, with known properties to illustrate the use of the functions. The artificial data are class lcens rather than class qw, but the statistical methods

THCM Coupled Model for Hydrate-Bearing Sediments: Data Analysis and Design of New Field Experiments (Marine and Permafrost Settings)
free download

ABSTRACT Stability conditions constrain the occurrence of gas hydrates to submarine sediments and permafrost regions. The amount of technically recoverable methane trapped in gas hydrate may exceed 104tcf. Gas hydrates are a potential energy resource, can This book comprises a collection of research contributions toward high-dimensional data analysis . In this data -centric world, we are often challenged with data sets containing many predictors in the model at hand. In a host of situations, the number of predictors may very

Event Classification from Sensor Data using Spectral Analysis in Robotic Finishing Processes.
free download

Abstract: Process monitoring using indirect methods leverages on the usage of sensors. Using sensors to acquire vital process related information also presents itself with the problem of big data management and analysis . Due to uncertainty in the frequency of events

Applications of Clustering Algorithms in the Analysis of Mass Spectrometry Data
free download

ABSTRACT Mass spectrometry (MS) is an experimental technique in chemistry that is used to assist in the identification of chemical compounds by means of fragmentation. However due to the amount of noise in the data , current methods of analysis are very manual and

Frequency of worsening liver function in severe dengue hepatitis patients receiving paracetamol: A retrospective analysis of hospital data
free download

Abstract Objective: To determine the frequency of worsening liver function among hospital in patients with severe dengue hepatitis receiving paracetamol. Methods: This retrospective study was conducted at the Department of Medicine, Aga Khan University Hospital, Karachi,

A collection of sport activity datasets for data analysis and data mining 2017a
free download

This technical report presents a collection of sport activity datasets for data mining purposes. It is following the three previously published collections in 2015 [1] and 2016 [2, 3] and covers various sports and different types of athletes (professionals and amateurs). Data

Biostatistics and Data Analysis
free download

The course will address issues relating to research in the fields of biology and medicine using mathematical method and especially from probability theory. This approach will quantify accurately, significant relationships between different phenomena related to human Editorial Note: Web Data Analysis in Pervasive Multimedia Environment
free download

Editorial Note: Web Data Analysis in Pervasive Multimedia Environment Published online: 20
Science+Business Media New York 2017 Multimedia Tools and
Applications gratefully acknowledges the editorial work of the scholars listed below on the special

Towards integrated data analysis of divertor diagnostics with ray-tracing
free download

Building a better understanding of divertor physics for ITER and DEMO will require developing techniques that can integrate information from multiple diagnostics into a unified analysis of the underlying plasma properties. The charge-exchange recombination and

DA. 1 The State of the Art in Privacy-Preserving Data Analysis
free download

Abstract This document describes recent developments in privacy-preserving data analysis , with particular focus on secure multiparty computation and machine learning. As the availability and accessibility of measurement and storage devices increases, so too does the

Big Data Analysis in Smart Manufacturing: A Review
free download

Abstract The technological evolution emerges a unified (Industrial) Internet of Things network, where loosely coupled smart manufacturing devices build smart manufacturing systems and enable comprehensive collaboration possibilities that increase the dynamic

Analysis of Student Learning Experience by Mining Social Media Data
free download

Abstract: Many issues like depression, suicide, anger, anxiety are increasing among students. These issues are necessary to seek out and analyze, but students never discuss their issues with anyone. Today Social media is very popular medium where individuals

Comparative Analysis between Rough set theory and Data mining algorithms on their prediction
free download

Abstract During the last few years there is a remarkable increase in development of Data mining techniques. Nowadays, various organizations store their information as a kind of databases. So huge amount of data and their informations are available in repositories. To

Visual Analysis of Large Data Text An Empirical Study Based on Sohu News Data
free download

Abstract The arrival of the era of big data , making it very important to extract value from the massive data . Data mining on the basis of the new requirements. Open source R software integrates a variety of data analysis and visualization methods, with powerful data analysis

Modelling Animal Activity as Curves: An Approach Using Wavelet-Based Functional Data Analysis
free download

Abstract Temporal activity patterns in animals emerge from complex interactions between choices made by organisms as responses to biotic interactions and challenges posed by external factors. Temporal activity pattern is an inherently continuous process, even being

What Users Dont Expect about Exploratory Data Analysis on Approximate Query Processing Systems.
free download

ABSTRACT Pangloss implements Optimistic Visualization , a method that gives analysts confidence to use approximate results for exploratory data analysis . In this paper, we outline how analysts experience with an approximate visualization system did not match their

An Application of Generalized Entropy Optimization Methods in Survival Data Analysis
free download

Abstract In this paper, survival data analysis is realized by applying Generalized Entropy Optimization Methods (GEOM). It is known that all statistical distributions can be obtained as MaxEnt distribution by choosing corresponding moment functions. However, Generalized

Automating Complex Data Analysis : A Disruptive Business Opportunity
free download

ABSTRACT Complex data analysis is a multi-billion dollar business. Major data analysis tool makers alone report revenues totaling over $4 billion per year: SAS Institute ($3.2 Billion), IBM SPSS ($0.3-1.0 Billion), MathWorks ($850 Million), Wolfram Research (at least $40 STREAMLINE-Streamlined Analysis of Data at Rest and Data in Motion.
free download

ABSTRACT STREAMLINE aims for improving the overall workflow of big data analytics systems. For this goal, it combines research in different areas to reduce the complexity of the work with data at rest and data in motion in a unified fashion. As a foundation STREAMLINE

Analysis of Data Using Data Mining tool Orange
free download

Abstract: Data Mining is a process of computing models or design in large collection of data . There are many tools to analyze, visualize and extract data using data mining. However all the tools are not compatible to perform all analysis operations, In this paper we have

Using pRoloc for spatial proteomics data analysis
free download

Abstract This tutorial illustrates the usage of the pRoloc R package for the analysis and interpretation of spatial proteomics data . It walks the reader through the creation of MSnSet instances, that hold the quantitative proteomics data and meta- data and introduces several

Impact of socioeconomic factors on nutritional diet in Vietnam from 2004 to 2014: new insights using compositional data analysis
free download

Abstract This paper contributes to the analysis of the impact of socioeconomic factors, like food expenditure level and urbanization, on diet patterns in Vietnam, from 2004 to 2014. Contrary to the existing literature, we focus on the diet balance in terms of macronutrients

Feature Ranking Based Data Classification for Large Scale Data Analysis Using J48 Algorithm
free download

Data Mining is a technique used in various domains to give meaning to the available data and different types of Data to be handled like numerical data , non-numeric data , image data etc. In classification tree modelling the data is classified to make predictions about

Language-agnostic data analysis workflows and reproducible research
free download

This talk: language-agnostic (or polyglot) analysis workflows Ill show how it is possible to work in multiple languages and switch between them without leaving the workflow you started Additionally, Ill demonstrate how an entire workflow can be encapsulated in a markdown file

Treatment Delay and Total Delay among Pulmonary Tuberculosis Patients in the North of Iran: Application Survival Data Analysis
free download

Background: Tuberculosis (TB) remains the leading cause of death among infectious diseases worldwide. Identifying the factors associated with the treatment delay and total delay would be helpful in the prevention of tuberculosis and in reducing the burden on the

ArrayUDF: User-Defined Scientific Data Analysis on Arrays
free download

ABSTRACT User-Defined Functions (UDF) allow application programmers to specify analysis operations on data , while leaving the data management tasks to the system. This general approach enables numerous custom analysis functions and is at the heart of the

A Big Data Analysis Approach for Rail Failure Risk Assessment
free download

Railway infrastructure monitoring is a vital task to ensure rail transportation safety. A rail failure could result in not only a considerable impact on train delays and maintenance costs, but also on safety of passengers. In this article, the aim is to assess the risk of a rail failure by

Advertising recommendation system based on dynamic data analysis on Turkish speaking Twitter users
free download

Original scientific paper Online environments and especially social networks have become a great alternative to advertisement publishing. In order to accomplish effective advertising it is important that the contents coincide with the expectations of the target audience.

FROM THE CLASSROOM TO THE WORKPLACE: HOW SOCIAL SCIENCE STUDENTS ARE LEARNING TO DO DATA ANALYSIS FOR REAL.
free download

ABSTRACT In British social science degree programmes, methods courses have a bad press, and statistics courses in particular are not well-liked by most students. A nationallycoordinated, strategic investment in quantitative skills training, Q-Step, is an

Data Reduction Techniques for Scientific Visualization and Data Analysis
free download

The classic paradigm for scientific visualization and data analysis is post-hoc, where simulation codes write results on the file system and visualization routines read them back to operate. This paradigm sees file I/O as an increasing bottleneck, in terms of both transfer

Using Blundell-Bond Estimator In Dynamic Panel Data Analysis : Case Of Money Demand Function With The Inclusion Of Financial Innovation
free download

Abstract The banking system has experienced rapid and significant technological changes in recent years that is the subject of this paper; however, the individual effect of most of these innovations has not been estimated. The demand for money is a very important for the

A data analysis workflow to enhance clay and organic carbon models using proximal Vis-NIR data
free download

A data analysis workflow to enhance clay and organic carbon models using proximal


Critical Factors of the New Islamic Supply Chain Model Through the Lens of Descriptive Data Analysis
free download

Abstract This empirical paper is endeavoured to confirm the critical factors of the Islamic supply chain model in Malaysia. The seven (7) constructs are inclusive of halal integrity, halal logistics practices industry; halal logistics service providers; halal collaboration When China started to push for proteome research in 2010, Dr. John Bergeron from McGill University had just finalized with colleagues a report from a Human Proteome Organization (HUPO) test sample working group, which had sent an equimolar mixture of 20 highly

Big data analysis : Trump effect on trade narratives
free download

In 1933, President Franklin D. Roosevelt began to broadcast his famous fireside chats a critical move that helped to lift the economy out of the Great Depression by restoring peoples confidence in the banking sector and the economic system as a whole. Since then,

Analysis of Team Tutoring Training Data
free download

ABSTRACT In 2015, the Army identified intelligent tutoring as a key tool for preparing soldiers in an ever-changing world. Intelligent tutoring uses targeted feedback to train soldiers in critical skills. Not only can tutoring train individuals, it can also train teams. As

NEW TECHNIQUE OF ACADEMIC DATA ANALYSIS BY FUZZY VARIANCE
free download

ABSTRACT Background: The importance of academic data counts by the modern society. The analysis of the academic data is more important than previous statement. The objective of academic data analysis is to explore more information for future academic improvements.

GAGE GPS Data Analysis Plan
free download

GPS data analysis for initially the Plate Boundary Observatory (PBO) and currently the Geodesy Advancing Geosciences and EarthScope (GAGE) project is carried out in two phases. Analysis centers (ACs) at the Central Washington University (CWU) and New Hollstein (2011) delineates six areas where qualitative research is helpful in social network research:(a) exploration of networks,(b) network practices,(c) network orientation and assessments,(d) how networks matter,(e) understanding network dynamics, and (f)

Drug-induced sedation endoscopy: data capture, data analysis and sedation administration
free download

The article Sleep Endoscopy Midazolam: Sedation Level Evaluation with Bispectral Analysis by Abdullah et al. is the first study to examine in detail the effect of midazolam using bispectral analysis during drug-induced sedation endoscopy (DISE)[1]. Our interest in

Functional Data Analysis of Spectroscopic Data with Application to Classification of Colon Polyps
free download

Abstract In this study, two functional logistic regression models with functional principal component basis (FPCA) and functional partial least squares basis (FPLS) have been developed to distinguish precancerous adenomatous polyps from hyperplastic polyps for the

Literature Review and Challenges of Data Mining Techniques for Social Network Analysis
free download

Abstract Data mining is the extraction of projecting information from large data sets, is a great innovative technology. The overall goal of the data mining process is to extract information from a data set and transform it into an understandable structure for further use.

Systematic complaint data analysis in a supply chain network context to recognise the quality targets of welding production
free download

The network context has moved into a focus of discussions on enhancing productivity and profitability of manufacturing in welding production. At the same time, the quality of manufacturing is taken under consideration in both internal and external functions of

Are the temperature of Indian cities Increasing?: Some Insights Using Change Point Analysis with Functional Data
free download

Abstract In recent years there has been considerable concern expressed worldwide regarding increase in temperature popularly called the global warming problem. In this paper we examine monthly temperature data of nine Indian cities for the period 1961 to

Expectile Matrix Factorization for Skewed Data Analysis .
free download

Abstract Matrix factorization is a popular approach to solving matrix estimation problems based on partial observations. Existing matrix factorization is based on least squares and aims to yield a low-rank matrix to interpret the conditional sample means given the

Secondary Data Analysis of Survey Responses: Using a Step-by-Step Guide
free download

Abstract Secondary data , often collected for billing purposes or administrative decision making, may also be useful in the development of a program of research. In order to utilize secondary data , it must be managed, understood, and made ready for analysis . The purpose

FREE IEEE PAPERS
IEEE PROJECTS
GLASS CLIMBING ROBOT
GPS TRACKING SYSTEM
ROBOTICS ARMY
CLOUD SECURITY
SOLAR ENERGY
SECURITY SYSTEM

BIG DATA
CLOUD COMPUTING
IOT-INTERNET OF THINGS
ROBOTICS
CONTACT US





NEW IEEE PROJECTS