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Murat Alper Basaran

Murat Alper Basaran
Alanya Alaaddin Keykubat University · Industrial Engineering

Ph.D in Statistics

About

49
Publications
6,134
Reads
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1,008
Citations
Citations since 2017
18 Research Items
555 Citations
2017201820192020202120222023020406080100120
2017201820192020202120222023020406080100120
2017201820192020202120222023020406080100120
2017201820192020202120222023020406080100120
Additional affiliations
February 2021 - November 2021
Alanya Alaaddin Keykubat University
Position
  • Professor (Full)
April 2015 - June 2016
Akdeniz University
Position
  • Head of Department
June 2011 - March 2012
Ömer Halisdemir University
Position
  • Professor (Assistant)

Publications

Publications (49)
Article
In this article, a theoretical chemical study on 41 benzimidazole derivatives compounds used to treat osteoporosis was performed in water phase using density functional theory (DFT) based on the 6-311 basis set and B3LYP method as the level of theory to calculate energetic behavior and quantitative chemical descriptors such as energy gap between HO...
Article
Introduction Incorrect positioning is one of the main factors for glenoid component loosening in reverse shoulder arthroplasty and component placement can be challenging. This study aimed to assess whether Patient-Specific Instrumentation (PSI) provides better guide pin positioning accuracy and is superior to standard guided and freehand instrument...
Article
Full-text available
Öz Orhon yazıtlarından biri olan Bilge Kağan yazıtında “Türk halkı (bu huyundan) vazgeç ve nadim ol! Kutsal Ötüken Dağları Halkı, (sen kendin yerini yurdunu bırakıp) gittin” ifadesi yer almaktadır. Bilge Kağan tarafından Ötüken ormanında kal, oradan ayrılma anlamında kullanılan bu ifade bir anlamda bütün dünyadaki ve özellikle Türkiye’deki Türkleri...
Article
Full-text available
The current literature on the campaigns of political marketing is based on mass communication. However, the online community introduces new opportunities, one of them is captology. As a part of captology, the persuasive strategies take increasing attention from both authors and practitioners. There is a growing literature that persuasive technologi...
Chapter
The parameter estimation methods of fuzzy linear regression available in the literature have adapted several techniques ranging from mathematical programming to fuzzy least squares which is based on distance notion. Therefore, the literature is vast. However, researchers still try to look for a method that is expected to have estimated spreads as s...
Article
Full-text available
There are many studies that reveal the importance and impact of user reviews and ratings on various platforms on other users' travel decision. Research examining the impact of these ratings and ratings on the recommendation of the accommodation business are being done in the past few years and the number on the research is relatively limited. Accor...
Article
Full-text available
When qualitative data are collected, which is a widespread situation encountered in several disciplines ranging from social sciences to decision making to engineering as a result of dealing with ill-defined concepts or with complex tasks to assess, there is a certain need to crunch them and infer from them. Hence, quantification, namely computing w...
Article
Purpose Fuzzy rule-based system (FRBS), a soft computing method used for big data analysis, is used to determine which single hotel attribute or interrelated hotel attributes used in Travel 2.0 data play a role on price–performance (PP). Design/methodology/approach FRBS, based on fuzzy set theory, is used using the data set of four- and five-star...
Article
When qualitative data are collected, which is a widespread situation encountered in several disciplines ranging from social sciences to decision making to engineering as a result of dealing with ill-defined concepts or with complex tasks to assess, there is a certain need to crunch them and infer from them. Hence, quantification, namely computing w...
Article
Full-text available
Slovakia is positioned in a highly competitive market of Central European countries with geographical and cultural similarities. Despite having a good potential, the tourism development in the country has not reached the level of the neighboring countries. In information sensitive sector such as tourism, the development is highly dependent on follo...
Article
Purpose Web 2.0 applications enable travelers to evaluate several services and assessment attributes. Constructed websites in several languages trigger a new way of data collections resulting in data streams leading to the accumulation of vast amounts of data, called big data. The need for analysis is in high demand. This study aims to construct a...
Article
Full-text available
Brucellosis is one of the infectious diseases that may increase osteoporosis risk. Bone formation and destruction markers analyzed in the examination of osteoporosis risk. There been many studies on the effect of a variety of diseases on the bone, but no studies have conducted for brucellosis. This study is one of the rare studies showing the effec...
Article
Background: Pain is a significant cause of disability in knee osteoarthritis. Conventional radiography is widely used in the assessment of knee osteoarthritis, however radiographic findings do not correlate well with pain. Ultrasonography can be used to evaluate the soft tissue structures of the knee that can be related to pain. Objective: To ev...
Article
Full-text available
Researches on tourism investigating quality of life have become an important study area for tourism scholars over the last few decades. Thus, focus points have started to evolve from the macro impact of tourism to the micro impact on individuals and their well-being. The aim of this study is to determine factors that have an impact on the perceptio...
Article
Full-text available
The aim of the study is to determine factors in health communication, when minorities are serviced in a language different from their mother tongue. Health care service satisfaction when doctor and patient speaking the common language or the mother tongue is an important area of investigation. On the other hand, when either of them speaking differe...
Article
Background: Acinetobacter is a Gram-negative, catalase-positive, oxidase-negative, non-motile, and no fermenting. Objective: In this study, some of the electronic and molecular properties, such as the highest occupied molecular orbital energy (EHOMO), lowest unoccupied molecular orbital energy (ELUMO), the energy gap between EHOMO and ELUMO, Mul...
Article
Turkey has earned outstanding success in exporting TV series. It is believed that one of the most important results of exporting TV series is to have impact on the increment of the travel demand to Turkey, which is known as film-induced tourism effect. This field emerging recently deals with investigating the impact of TV series and movies on touri...
Chapter
Full-text available
In this chapter, we will deal with fuzzy correlation and fuzzy non-linear regression analyses. Both correlation and regression analyses that are useful and widely employed statistical tools have been redefined in the framework of fuzzy set theory in order to comprehend relation and to model observations of variables collected as either qualitative...
Article
Health communication, which is a multi-attribute concept, is a generic title describing clinical practice. The literature shows that the relation between health communication and healthcare service satisfaction (HSS) has been found to be significant. The main objective of pursuing better health communication is to achieve the best outcome and patie...
Conference Paper
Central Asia (CA) region consist of five countries, Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan and Uzbekistan, which is the core of Asian continent. Ancient Silk Road has played the critical role of connecting the East and West through the history and today. CA has a rich history, culture and nature conditions as pull factors for world touris...
Article
Full-text available
Quality in higher education is one of the most important issues in higher education institutes around the world. Several attempts have been made in order to improve quality in higher education in last three decades with several ideas related to quality concept stemming from industry are emulated. The focus groups of some of these attempts are stude...
Article
Full-text available
An examination of quantum chemical and corrosion inhibition studies for three serine (Ser), therionine (Thr) and glutamine (Glu) which had been tested as corrosion safe inhibitors for cold rolled steel (CRS) in 1.0 M HCl solutions at different temperatures (283-333 K) were made to see if any clear links exist between them. The Genetic Function A...
Article
Electronic-Topological Method application and a variant of Feed Forward Neural Network (FFNN) identified as the Associative Neural Network to the compounds Hydrazones derivatives has been used to develop a prediction system of antituberculosis activity. The supervised learning has been performed using (ASNN) and categorized correctly 84.4%, or 38 c...
Article
Full-text available
In many engineering and applied sciences fields, researchers encounter a special class of problems known as boundary value problems, or characteristic value problems. The desired or achieved solution for this kind of problems is required to satisfy given boundary conditions.
Article
Full-text available
The structure glutamate pyruvate transaminase (GPT), glutamate oxaloacetate transaminase (GOT), acid phosphatase (ACP), alkaline phosphatase (ALP) and glutamate dehydrogenase (GlDH) activity relationships of 2H-pyran-2-ones polysubstitutes being a new class of hepatoprotective agents have been investigated by means of the Electronic-Topological Met...
Article
Linear equation systems play a very important role in engineering, mathematics, statistics and other disciplines. Fuzzifying either parameters or variables or both in these systems has been one of the research areas in the fuzzy literature since these kinds of systems are encountered in many applications. These systems are generally called fuzzy li...
Article
Full-text available
Clustering is a very important tool which is applied in several areas, ranging from pattern recognition and marketing to chemistry. A majority of the clustering algorithms classify observations based on distance measures. According to the literature, if the units of measurement of the variables are different, then the result of the clustering is sa...
Article
The relationship between chemical structure and CCR5 anti HIV-1 activity was investigated in the series of 1-[N-(Methyl)-N-(phenylsulfonyl)amino]-2-(phenyl)-4-[4-(substituted) piperidin-1-yl]butanes derivatives including 114 molecules by using the Electron-Topological Method (ETM). In the frameworks of this approach, its input data were taken as th...
Article
Full-text available
In fuzzy time series analysis, the determination of the interval length is an important issue. In many researches recently done, the length of intervals has been intuitively determined. In order to efficiently determine the length of intervals, two approaches which are based on the average and the distribution have been proposed by Huarng [4]. In t...
Article
The paper entitled “Application of the analytical hierarchy process in the selection of desalination plants” used Analytical Hierarchy Process in order to choose the best desalination plant using four alternatives (technologies) and seven selection criteria. In the conclusion part of the above mentioned study, the final decision made by the authors...
Article
Univariate fuzzy time series approaches which have been widely used in recent years can be divided into two classes, which are called first order and high order models. In the literature, it has been shown that high order fuzzy time series approaches improve the forecasting accuracy. One of the important parts of obtaining high accuracy forecasts i...
Article
Although artificial neural networks (ANN) have been widely used in forecasting time series, the determination of the best model is still a problem that has been studied a lot. Various approaches available in the literature have been proposed in order to select the best model for forecasting in ANN in recent years. One of these approaches is to use...
Article
Full-text available
Although artificial neural networks (ANN) have been widely used in forecasting time series, the determination of the best model is still a problem that has been studied a lot. Various approaches available in the literature have been proposed in order to select the best model for forecasting in ANN in recent years. One of these approaches is to use...
Article
The course timetabling problem must be solved by the departments of Universities at the beginning of every semester. It is a though problem which requires department to use humans and computers in order to find a proper course timetable. One of the most mentioned difficult nature of the problem is context dependent which changes even from departmen...
Chapter
When observations of time series are defined linguistically or do not follow the assumptions required for time series theory, the classical methods of time series analysis do not cope with fuzzy numbers and assumption violations. Therefore, forecasts are not reliable. [8], [9] gave a definition of fuzzy time series which have fuzzy observations and...
Article
Fuzzy time series methods have been recently becoming very popular in forecasting. These methods can be categorized into two subclasses that are univariate and multivariate approaches. It is a known fact that real time series data can actually be affected by many factors. In this case, the using multivariate fuzzy time series forecasting model can...
Article
In the literature, there have been many studies using fuzzy time series for the purpose of forecasting. The most studied model is the first order fuzzy time series model. In this model, an observation of fuzzy time series is obtained by using the previous observation. In other words, only the first lagged variable is used when constructing the firs...
Article
A given observation in time series does not only depend on preceding one but also previous ones in general. Therefore, high order fuzzy time series approach might obtain better forecasts than does first order fuzzy time series approach. Defining fuzzy relation in high order fuzzy time series approach are more complicated than that in first order fu...
Article
In the implementations of fuzzy time series forecasting, the identification of interval lengths has an important impact on the performance of the procedure. However, the interval length has been chosen arbitrarily in many papers. Huarng developed a new approach which is called ratio-based lengths of intervals in order to identify the length of inte...
Article
Full-text available
Some approximation methods have been proposed for fuzzy multiplication and division in the literature. Instead of doing arithmetic operations using fuzzy membership functions for fuzzy numbers, parameterized representation of fuzzy numbers have been used in arithmetic operations. The most applied parameterized fuzzy numbers used in many of the rese...
Article
Full-text available
Instead of doing arithmetic operations using fuzzy membership functions for fuzzy numbers, parameterized representation of fuzzy numbers have been used in arithmetic operations in the literature. The most applied parameterized fuzzy numbers used in many of the research papers are symmetric and asymmetric triangular and trapezoidal fuzzy numbers. Al...
Article
Influential case has not been addressed yet in the fuzzy linear regression. The influential case is an outlier which causes to change the estimation of the parameters of the model, when it is omitted. We propose an approach to detect the influential case in the fuzzy linear regression. A simple example is given to illustrate a problem using the fuz...
Article
In the literature, The most mentioned issues about measuring poverty are its multi dimensionality and vagueness. Besides traditional approaches fuzzy approaches are widely employed. In this study fuzzy index of poverty (FIP) is calculated for Turkey based on approximately 25000 households. The indicators are disposable income, food expenditure, clo...

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Projects

Projects (4)
Archived project
Project
To determine the satisfaction factors in hotels in Kyrgyzstan using the data stored in Travel 2.0 using log-linear model