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Enhanced Breast Cancer Tumor Classification Using Mobilenetv2: A Detailed Exploration On Image Intensity, Error Mitigation, And Streamlit-Driven Real-Time Deployment, Aaditya Surya, Aditya Keshary Shah, Subash Tarun Sasikumar, Jarnell Kabore Apr 2024

Enhanced Breast Cancer Tumor Classification Using Mobilenetv2: A Detailed Exploration On Image Intensity, Error Mitigation, And Streamlit-Driven Real-Time Deployment, Aaditya Surya, Aditya Keshary Shah, Subash Tarun Sasikumar, Jarnell Kabore

Butler Journal of Undergraduate Research

This research introduces a sophisticated transfer learning model based on Google’s MobileNetV2 for breast cancer tumor classification into normal, benign, and malignant categories, utilizing a dataset of 1576 ultrasound images (265 normal, 891 benign, 420 malignant). The model achieves an accuracy of 0.82, precision of 0.83, recall of 0.81, ROC-AUC of 0.94, PR-AUC of 0.88, and MCC of 0.74. It examines image intensity distributions and misclassification errors, offering improvements for future applications. Addressing dataset imbalances, the study ensures a generalizable model. This work, using a dataset from Baheya Hospital, Cairo, Egypt, compiled by Walid Al- Dhabyani and colleagues (2020), emphasizes …


E-Travel Adoption By Small Travel Enterprises (Stes): An Initial Study In Indonesia And Malaysia, Vera Pujani, Yazrina Yahya, Alfitman Alfitman, Refdinal Nazir Nov 2021

E-Travel Adoption By Small Travel Enterprises (Stes): An Initial Study In Indonesia And Malaysia, Vera Pujani, Yazrina Yahya, Alfitman Alfitman, Refdinal Nazir

ASEAN Marketing Journal

This paper aims to investigate e-travel adoption of tourism industries in Indonesia and Malaysia particularly by STEs. The qualitative research was undertaken using case analysis from in-depth interviews of 10-STEs as intial study both in Indonesia and Malaysia. The finding result of e-travel adoption by STEs in a cross-cultural study was identified from the findings present in the initial study based on personal, organizational and website characteristics. The majority of personal characteristics were relatively similar in both countries. However, few differences are present in organizational and website characteristics. E-travel adoption in both countries is influenced by the business experiences of …


The Timing Effects Of Reward, Business Longevity, And Involvement On Consumers’ Responses To A Reward Program, Badri Munir Sukoco, Meng-Kuan Lai, Wan-Jou Weng Nov 2021

The Timing Effects Of Reward, Business Longevity, And Involvement On Consumers’ Responses To A Reward Program, Badri Munir Sukoco, Meng-Kuan Lai, Wan-Jou Weng

ASEAN Marketing Journal

The Timing Effects of Reward, Business Longevity, and Involvement on Consumers’ Responses to a Reward Program


Marketing Collaboration And Sme Strategy Implementation In Blora, Indonesia, Kesi Widjajanti Nov 2021

Marketing Collaboration And Sme Strategy Implementation In Blora, Indonesia, Kesi Widjajanti

ASEAN Marketing Journal

The collaboration between small and medium enterprises (SMEs) and large enterprises (LEs) have been widely researched. Previous research on collaborative marketing strategy has been developed, but the contribution of these strategies for SMEs is still unclear. This research focuses on “marketing collaboration”to clarify the role of collaboration, based on the discussion of the findings that emerged from the qualitative study of SMEs. This is related to the characteristics of creative industries which mostly consist of SMEs with limited knowledge and skills to enter in the field of marketing. To expand the business SMEs is very difficult if done alone. To …


The Relationship Between Brand Equity, Customer Satisfaction, And Brand Loyalty On Coffee Shop: Study Of Excelso And Starbucks, Aries Susanty, Eirene Kenny Nov 2021

The Relationship Between Brand Equity, Customer Satisfaction, And Brand Loyalty On Coffee Shop: Study Of Excelso And Starbucks, Aries Susanty, Eirene Kenny

ASEAN Marketing Journal

This study investigates the effect of the Brand Equity on the Customer Satisfaction and the Brand Loyalty of Starbucks and Excelso coffee shops’ customers. Starbucks is the strongest competitor of Excelso. Data used in this study was primary data which were collected through closed questionnaires with 1-5 Likert scale. A sample of this study was 270 respondents, 135 respondents for each brand. The study used Structural Equation Modelling (SEM) operated by LISREL program to analyze the hypothesis. The results of this study showed that The Physical Quality, the Ideal Self-Congruence, and the Lifestyle Congruence have a positive and significant impact …


Particularites Of Ecological Management In Sustainable Development Of Hotel Industry: The Case Of Khorezm Region, U. Matyakubov Mar 2019

Particularites Of Ecological Management In Sustainable Development Of Hotel Industry: The Case Of Khorezm Region, U. Matyakubov

Central Asian Problems of Modern Science and Education

The article describes the features of ecological management in the Khorezm region's hotels. In other words, 26 selected hotels have been surveyed in the region, including survey questionnaires in the hotel industry like: environmental management, saving of water and energy resources, environmentally waste disposal, using of environmentally friendly materials and other important environmental management responses. Conclusions and recommendations are given based on the answers received from the surveys


Family Entrepreneurship: Place And Function In A National Economy, Sh. O. Kuvandikov Mar 2019

Family Entrepreneurship: Place And Function In A National Economy, Sh. O. Kuvandikov

Central Asian Problems of Modern Science and Education

This article reveals the place and function of the family business in the conditions of modern market economy. And also developed science-based recommendations for improving the theoretical, methodological and practical foundations for the development of family business


Development Of Tourism In Japan, N. B. Abdulazizova Mar 2019

Development Of Tourism In Japan, N. B. Abdulazizova

Central Asian Problems of Modern Science and Education

Japan's tourism industry is on the verge of becoming a major economic engine for the country. In 2020, Japan will host the Olympic and Paralympic Games and it is good chance to become a "tourism-oriented country". The main purpose of the article: to identify the main directions of development of tourism industry and explore potential future directions of tourism in Japan


Issues Of Ensuring Economic Security Of The Country Through Sustainable Development Of Industrial Production, M. K. Olimov Mar 2019

Issues Of Ensuring Economic Security Of The Country Through Sustainable Development Of Industrial Production, M. K. Olimov

Central Asian Problems of Modern Science and Education

This article outlines ideas for maintaining economic security of country and its key factors. One of the main factors contributing to economic security is focusing on the potential and production of the industry of country. Also, the indicators of the industrial production of the Republic of Uzbekistan have been thoroughly studied and analyzed.


About The Research Of The Market Of The Provision Of Temporary One-Time Work, Z. R. Khudayberdiev Mar 2019

About The Research Of The Market Of The Provision Of Temporary One-Time Work, Z. R. Khudayberdiev

Central Asian Problems of Modern Science and Education

In the article it was described that in the conditions of formation market relations the informal sector has become an independent segment of the labor market, the influence of socio-demographic factors on it, as well as the functioning mechanism for market of the provision of temporary one-time work in the informal labor market and forms and types of it. When describing the functioning mechanism of the market of the provision of temporary one-time work, it was used the method of sociological research, which was conducted by the author, and from the point of view of economy theory, it was clarified …


The Transparency And Disclosure Of Corporate Governance System In The Regard Of Investors, O. K. Iminov, A. B. Gafurov Mar 2019

The Transparency And Disclosure Of Corporate Governance System In The Regard Of Investors, O. K. Iminov, A. B. Gafurov

Central Asian Problems of Modern Science and Education

The corporate is a form of business that attracts capital and expands it. The shareholders of corporations as investors fund their money in order to get profit from their ownerships. However, there is a relationship that lies on between shareholders and managers. As we know, the shareholders receive income in the form of dividends from the managers can gain profit over the shareholders‘ ownership. As we know, shareholders receive income in the form of dividends from the profits of companies, while managers receive income from the invested works in the company. It turns out a disagreement between them and the …


Financial Mechanism Of Foreign Investment Attraction, G. A. Karimova Mar 2019

Financial Mechanism Of Foreign Investment Attraction, G. A. Karimova

Central Asian Problems of Modern Science and Education

This article systematizes the definitions of the financial mechanism by Western scientists, economists and economists of the CIS countries. The structural elements of the financial mechanism are also given.


Small Business And Private Entrepreneurship Development Tendencies In The Republic Of Kazakhstan, G. F. Atadjanova Mar 2019

Small Business And Private Entrepreneurship Development Tendencies In The Republic Of Kazakhstan, G. F. Atadjanova

Central Asian Problems of Modern Science and Education

This article outlines the features of supporting the development of small business and private entrepreneurship in the Republic of Kazakhstan


Improvement Of Personnel Planning - Ways To Improve The Efficiency Of Evaluation Of Investment Proje, G. M. Bekimbetova Mar 2019

Improvement Of Personnel Planning - Ways To Improve The Efficiency Of Evaluation Of Investment Proje, G. M. Bekimbetova

Central Asian Problems of Modern Science and Education

The article discusses ways to improve personnel policy, stimulating an increase in the efficiency of investment project evaluation. In addition, the most important direction in the organization of work with personnel is the constant and comprehensive development of personnel, the improvement of their knowledge, professional skills and abilities.


Retrospective Analysis Of Reproduction Processes Of Fixed Capital Of Railway Transport, A. A. Gulamov Mar 2019

Retrospective Analysis Of Reproduction Processes Of Fixed Capital Of Railway Transport, A. A. Gulamov

Central Asian Problems of Modern Science and Education

In this research carried out the retrospective analysis of the reproduction process, the efficiency of use and the deprodution of the fixed assets of the joint-stock company Uzbekistan railways. It‘s also provides suggestions for intensifying this process


Barriers In Enhancement Of Logistics In The Republic Of Uzbekistan, Sh. Tulaganova Mar 2019

Barriers In Enhancement Of Logistics In The Republic Of Uzbekistan, Sh. Tulaganova

Central Asian Problems of Modern Science and Education

It's hard to imagine any country which operates well organized foreign trade without logistics opportunities. Either an experienced entrepreneur or a start-up owner in business field, they both have to provide quality services at as a low cost as possible. Because Logistics means, first of all, customer satisfaction. Clients should be informed 24/7 a day about the status of their order. Uzbekistan is twice closed, that is, one of the two countries in the world that have access to the ocean through the territory of two neighboring countries. The most important factor of the attractive geostrategic position of Uzbekistan is …


The Role Of Deposit Operations In Increasing The Popularity Of Retail Banking Services, M. M. Karimova Mar 2019

The Role Of Deposit Operations In Increasing The Popularity Of Retail Banking Services, M. M. Karimova

Central Asian Problems of Modern Science and Education

This article discusses the role of deposit operations, deposit utilization rates, interest rates on deposits in banks, deposits and deposits of commercial banks, the amount of deposits in national currency and the role of deposit operations today in retail banking services. Has been released.


Directions Improving Competitiveness Of The National Economy Of Japan, M. N. Kurbanova Mar 2019

Directions Improving Competitiveness Of The National Economy Of Japan, M. N. Kurbanova

Central Asian Problems of Modern Science and Education

This article is devoted to the analysis of evolution of theories of countries‘ international competitiveness and learnt the methods of researching the countries‘ international competitiveness. Moreover, were defined essential details of Japanese economy, its national competitiveness, impact on sustainable economic 514 development and ways of increasing its international competitiveness. Also were analyzed factors and threats which influence on the competitiveness of the national economy


New Forms Of Innovative Tourism Products, D. Usmanova, J. Shamsiev Mar 2019

New Forms Of Innovative Tourism Products, D. Usmanova, J. Shamsiev

Central Asian Problems of Modern Science and Education

Recently, in the face of increasing attention to the tourist potential of developing and high-developed countries, thousands of works devoted to the theory of competition and the problems of ensuring the competitiveness of tourism enterprises in these regions. An indispensable condition for the tourist market is the fact that the implication of tourism product in a competitive environment based on the development of innovation allows certain competitive advantages in the long term. In the article – the concept of innovative tourism product as a prerequisite for competitiveness in the market of tourist services. It describes the factors of competitiveness of …


Peculiarities Of Using Cluster Method In Integration Of Inter-Branch Structures In Agroindustrial Complex, R. S. Kholikova Mar 2019

Peculiarities Of Using Cluster Method In Integration Of Inter-Branch Structures In Agroindustrial Complex, R. S. Kholikova

Central Asian Problems of Modern Science and Education

The article examines the role of the cluster approach in the integration of structures in the agro-industrial complex in the production of raw 501 cotton, processing of fiber and obtaining from it competitive final products for the internal and foreign markets. There are also considered features of application of a cluster method in formation of integrated in agro-industrial complex in processing of raw cotton and receiving from it competitive ready-made products for domestic and foreign markets. Drawbacks of low clustering in agro-industrial complex are revealed.


The Prospects Of Using Meetings, Incentive Travels, Conventions And Exhibitions (Mice) Services In The Tourism Market Of Uzbekistan, A. A. Rakhimbaev Mar 2019

The Prospects Of Using Meetings, Incentive Travels, Conventions And Exhibitions (Mice) Services In The Tourism Market Of Uzbekistan, A. A. Rakhimbaev

Central Asian Problems of Modern Science and Education

In this article we will go over some important facts relevant to MICE tourism of the world and Uzbekistan and we will see the main benefits that it can contribute to a destination, especially to those which are not positioned as major international tourist destinations


Local Clusters In A Global Economy, Sh.A Arzuova Jan 2019

Local Clusters In A Global Economy, Sh.A Arzuova

Central Asian Problems of Modern Science and Education

Economic geography during an era of global competition involves a paradox. It is widely recognized that changes in technology and competition have diminished many of the traditional roles of location. Yet clusters, or geographic concentrations of interconnected companies, are a striking feature of virtually every national, regional, state, and even metropolitan economy, especially in more advanced nations. The prevalence of clusters reveals important insights about the microeconomics of competition and the role of location in competitive advantage. Even as old reasons for clustering have diminished in importance with globalization, new influences of clusters on competition have taken on growing importance …


Econometric Analysis Of Defining The Price Of An Innovative Tour Product, D Usmanova, J Shamsiev Jan 2019

Econometric Analysis Of Defining The Price Of An Innovative Tour Product, D Usmanova, J Shamsiev

Central Asian Problems of Modern Science and Education

The economic analysis of an innovative tour product is important because economic growth in highly industrialized countries and international competitiveness are driven by innovations and technological change. At the same time, marked nation-specific prices exist in the sphere of modern tourism. This article illuminates this concept from different perspectives. Starting from fundamental conceptual and theoretical issues, it defines the main lines of the approach of national innovative products and goes on finding an empirical application of this branch of research by using correlation-regression analysis.


Main Criteria And Indicators Of Ensuring Economic Security Of Country, M.K Olimov Jan 2019

Main Criteria And Indicators Of Ensuring Economic Security Of Country, M.K Olimov

Central Asian Problems of Modern Science and Education

This article outlines the economic value and specific features of economic security of country. The main types and criteria of economic security are covered. There are also key indicators of the economic security of the country, as an example, some indicators of the economy of Uzbekistan have analyzed.


Reforms Of The Pension System Of Developed Countries And The Possibility Of Its Application In Uzbekistan (On The Example Of Japan), N.B Abdulazizova Jan 2019

Reforms Of The Pension System Of Developed Countries And The Possibility Of Its Application In Uzbekistan (On The Example Of Japan), N.B Abdulazizova

Central Asian Problems of Modern Science and Education

This article discusses the international experience of pension reform and examines the experience of the world, including Japan, and compares the characteristics of the pension system in Uzbekistan. The need to transform the Uzbek pension system is due to the increase in maintenance costs, dependence on budget revenues and contributions, low assets and the expected increase in the budget deficit of the Pension Fund of Uzbekistan. In order to improve the national pension system, a package of measures is proposed to ensure its financial balance.


Agriculture Of Uzbekistan: The Time Of Great Perfections, B.R Matjonov Jan 2019

Agriculture Of Uzbekistan: The Time Of Great Perfections, B.R Matjonov

Central Asian Problems of Modern Science and Education

The article deals with ways in which credit can be extended to farmers. The significance and relevance of the loan today is contributing to the development of farming businesses.


Economic Aspects Of The Formation Of Civil Society, M.Sh Usmanov Jan 2019

Economic Aspects Of The Formation Of Civil Society, M.Sh Usmanov

Central Asian Problems of Modern Science and Education

Сivil society has many dimensions, among which the economic component is particularly prominent. In this regard, one of the most urgent tasks remains to find answers to the questions of influence on the processes of civil society formation: small business and private entrepreneurship; formation of a favorable business and investment environment, etc. The experience of Uzbekistan shows that the development of small business and private entrepreneurship directly affects the formation and development of amiddle class of owners in the country – the pillars of civil society.


Evaluation Of The Efficiency Of Drip Irrigation In A Farm In The Khorezm Region, B.R Matjonov Jan 2019

Evaluation Of The Efficiency Of Drip Irrigation In A Farm In The Khorezm Region, B.R Matjonov

Central Asian Problems of Modern Science and Education

This article analyzes the savings in water consumption by increasing the productivity of agriculture using drip irrigation technology.


Modernization And Diversification Of Industrial Sectors As A Factor In Further Increasing The Efficiency Of Network Enterprises, O.Q Xatamov, A.A Qosimov Jan 2019

Modernization And Diversification Of Industrial Sectors As A Factor In Further Increasing The Efficiency Of Network Enterprises, O.Q Xatamov, A.A Qosimov

Central Asian Problems of Modern Science and Education

The article analyzes economic indicators of modern industrial enterprises and outlines the main directions of reducing production costs


The Importance Of Using International Models In Rural Tourism Development In Our Country, D Butanova Jan 2019

The Importance Of Using International Models In Rural Tourism Development In Our Country, D Butanova

Central Asian Problems of Modern Science and Education

This article provides an overview of the socioeconomic aspects of secular models in the development of rural tourism and provides an overview of the aspects that can be used in Uzbekistan's charisma.