• International journal of advanced smart convergence
• /
• 제12권4호
• /
• pp.111-118
• /
• 2023

In the ever-changing landscape of finance, the fusion of artificial intelligence (AI)and pair trading strategies has captured the interest of investors and institutions alike. In the context of supervised machine learning, crafting precise and accurate labels is crucial, as it remains a top priority to empower AI models to surpass traditional pair trading methods. However, prevailing labeling techniques in the financial sector predominantly concentrate on individual assets, posing a challenge in aligning with pair trading strategies. To address this issue, we propose an inventive approach that melds the Triple Barrier Labeling technique with pair trading, optimizing the resultant labels through genetic algorithms. Rigorous backtesting on cryptocurrency datasets illustrates that our proposed labeling method excels over traditional pair trading methods and corresponding buy-and-hold strategies in both profitability and risk control. This pioneering method offers a novel perspective on trading strategies and risk management within the financial domain, laying a robust groundwork for further enhancing the precision and reliability of pair trading strategies utilizing AI models.

• International Journal of Computer Science & Network Security
• /
• 제24권6호
• /
• pp.109-118
• /
• 2024

The world today is advancing towards a digital solution for every indusial domain varying from advanced engineering and medicine to training and management. The supply cycles can only be boosted via an effective management of the warehouse and a stronger hold over the logistics and inventory insights. RFID technology has been an open source tool for various MNCs and corporal organization who have progressed along a considerable drift on the charts. RFID is a methodology of analysing the warehouse and logistic data and create useful information in line to the past trends and future forecasts. The method has a high tactical accuracy and has been seen providing up to 99.57% accurate insights for the future cycle, based on the organizational capabilities and available resources. This paper discusses the implementation of RFID on field and provides results of datasets retrieved from controlled data of a practical warehouse and logistics system.

• International Journal of Stem Cells
• /
• 제17권2호
• /
• pp.158-181
• /
• 2024

This study offers a comprehensive overview of brain organoids for researchers. It combines expert opinions with technical summaries on organoid definitions, characteristics, culture methods, and quality control. This approach aims to enhance the utilization of brain organoids in research. Brain organoids, as three-dimensional human cell models mimicking the nervous system, hold immense promise for studying the human brain. They offer advantages over traditional methods, replicating anatomical structures, physiological features, and complex neuronal networks. Additionally, brain organoids can model nervous system development and interactions between cell types and the microenvironment. By providing a foundation for utilizing the most human-relevant tissue models, this work empowers researchers to overcome limitations of two-dimensional cultures and conduct advanced disease modeling research.

• 자원ㆍ환경경제연구
• /
• 제15권4호
• /
• pp.673-692
• /
• 2006

고갈자원 사용의 동태적 효율성 여부를 검증하기 위해서는 미채굴된 자원의 암묵가격을 추정해야 하는데 기존 연구에서는 자원산업의 한계수입과 한계비용의 차이로 측정하거나 자원채굴량을 준고정시킨 제약비용함수를 추정하여 자원채굴량으로 편미분함으로써 도출하는 방식을 사용하였다. 그러나 이들 방법들은 채굴 투입요소인 자본의 비가단성으로 인하여 일관성이 결여된 추정치가 도출될 개연성, 시장의 독점력에 따라 변하는 한계수입의 가변성 문제와, 불완전한 재화 및 요소시장, 정부규제 등이 존재하는 현실적 상황에서 제약비용함수를 이용할 경우 전제 조건인 생산비용의 최소화가 달성되지 못함으로써 야기될 수 있는 분석결과의 신뢰성 문제 등을 안고 있다. 기존 선행연구의 방법론적 한계점들을 인식하여 본 연구에서는 좀더 일반적이고 현실적 상황에서 고갈자원 사용의 동태적 효율성 여부를 검증할 수 있는 방법을 제시한다. Shephard (1970)의 투입물거리함수를 실증적 모형의 이론적 틀로 활용함으로써 생산요소의 투입량과 최종재화의 산출량에 대한 정보만으로 추정이 가능하고, 생산비용 최소화의 극히 제한적인 상황을 전제하지 않으며, 특히 선형계획기법을 적용함으로써 시계열자료나 합동자료로 회귀 추정할 경우 발생할 수 있는 오차항의 자기상관 문제에 초연할 수 있다. 2%, 5%, 10%, 15%, 20%의 고정 할인율 폭과 실질 이자율의 25%, 50%,100%, 200%, 400%로 산정한 변동할인율을 각각 적용하여 1970년~1993닐 기간 동안 국내 무연탄 채굴의 동태적 효율성 여부를 조사한 결과 고정할인율과 변동할인율 모두에 대해서 국내 무연탄의 세대간 효율적 사용은 이루어지지 않은 것으로 나타났다.

• 재무관리연구
• /
• 제21권2호
• /
• pp.99-123
• /
• 2004

본 연구는 국내 상장기업 중에서 2000년에서 2002년도까지 사모사채를 발행한 124건의 발행 정보와 공모사채 발행을 실시한 203건의 발행정보를 표본으로 기업의 사모사채 발행에 영향을 미치는 결정요인들을 분석하였다. 회사채 조달원천의 선택에 영향을 미치는 요인으로 정보비대칭, 재무위험, 대리인비용, 독점적 정보, 신용등급 등 5개 변수를 도입하였다. 기업에 대한 정보비대칭의 정도는 사모사채 발행의 선택에 유의적인 영향을 미치는 것으로 나타났다. 이는 정보비대칭에 따른 역선택을 회피하기 위한 수단으로 사모를 선택하는 것으로 보인다. 또한, 기업의 재무위험의 정도가 클수록 공모사채 발행보다는 사모사채 발행이 이루어지는 경향이 높은 것으로 나타났는데, 이러한 결과는 사모계약이 가지는 재무적 재조정의 수월성과 관련이 있는 것으로 보인다. 대리인비용의 경우에는 대용변수의 선택에 따라 상이한 결과를 보이고 있다. 먼저, 주가수익률이 높은 기업일수록 사모발행을 통해 자본을 조달하는 경향이 높은 것으로 나타났다. 즉 사모발행은 부채의 대리인비용을 감소시키기 위한 수단이 될 수 있다고 추정된다. Tobin의 Q 경우는 기업의 공모사채와 사모사채 선택 의사결정에 유의적인 영향을 주지 않는 것으로 나타났는데, Tobin Q값이 높은 기업들은 강탈문제(hold-up problem)를 회피하기 위해 공모시장에 접근하는 경향이 있는 것으로 추정된다. 한편, 독점적 정보와 관련하여 기업은 내부의 정보보호를 위해서 사모사채 발행에 대한 동인을 가지는 것으로 보인다. 신용등급이 투기등급에 해당하는 기업들의 사모발행 경향이 높은 것으로 판단되었다. 본 연구의 결과들은 정보비대칭의 문제점이 있는 기업이거나 또는 대리인문제를 해결하기 위한 수단으로서 사모사채 발행은 기업의 우선적 자금조달방법이 될 수 있다는 것을 시사하고 있다고 할 수 있다.

• 농촌계획
• /
• 제14권2호
• /
• pp.85-97
• /
• 2008

The purpose of this paper is to review current state of farm household's debt which is considered as one of the biggest problem in the rural community, to analyze the cause of farm household debt rising in Jeju province, and to make improvement schemes on how this problem of farm household debt could be alleviated. In order to achieve these objectives, raw data are collected from the interviews with 400 farming households in Jeju region. The results of the study are as follows; An average amount of total farm households debt was 42,000 thousand won in 2005, but an average of farm households debt excluding no debt farm households was increased by 10,000 thousand to 51,750 thousand won. But the debt properties are variable according to the farm type. Non-citrus farmers, younger farmers, rural area resident farmers hold more debt problems than other type. Among total farm households, 30 percent showed over 40 percent leverage ratio(debt/total assets), which is considered as risky or heavily indebted. Therefore, I designed a workout program and a program of land liquidation for heavily indebted farm households in Korea.

• 한국통신학회논문지
• /
• 제32권8B호
• /
• pp.502-508
• /
• 2007

본 논문은 네트워크 기반(L2, MAC ADDRESS)과 어플리케이션 기반(L7, ID/PASSWORD)의 이중 인증 시스템을 구현을 통하여 허용되지 않은 자원과 사용자의 네트워크 접속을 차단할 수 있는 방안을 제시하였다. 인증 게이트웨이 시스템은 중앙 관리 서버로부터 보안/인증 정책을 물려받아 모든 패킷을 허가/차단/제어한다. 사용자의 컴퓨터에 에이전트 없이 모든 클라이언트의 자원(H/W, S/W)을 수집하며 OS 패치 여부 및 바이러스 감염 여부 등을 체크하여 안정적인 네트워크를 운영하고, 침해 사고가 발생한 때에도 신속히 대응 할 수 있는 방안을 제시하였다. 또한 유무선 네트워크의 경우, IEEE802.1x 인증을 요구하는 시스코 NAC에 비해 구축이 용이하고, 비용 절감을 실현할 수 있는 방안을 제시하였다.

• 한국의류학회지
• /
• 제30권7호
• /
• pp.1078-1089
• /
• 2006

The purpose of this study was to research of the symbolic meaning. of religious habit in the Korean Catholic Women's Religious Society. The research was carried out by investigating a wide range of document including those on museum of religious society, follow by considering the questionnaire and interviews on the habit. The results were as follow. The action and ceremony relation to religious habit should be expressive of evidence of Jesus, poverty and modesty, protect from external temptation, married with Jesus. External form of the religious habits should be expressive of Vergin Mary, bride of Jesus, york of Jesus, the Sacrament, atonement, innocenc, eternity, confirm one's determination, poverty, rasario, adversity. Symbolic meaning in external form of the religious habit was expressed more definitly, varietly than action and ceremony relation to religious habit by well designed item, detail, color and accessory of habits. All over the world religious societies allowing ordinary clothes but most korean women's religious societies still hold on religious habit. Present style is very simplyfied than the traditional one. But many religious societies make efforts for keeping the symbolic meaning of religious habit.

• 한국실내디자인학회논문집
• /
• 제14권1호
• /
• pp.142-150
• /
• 2005

This study is arranged the principles of the preservation and restoration in pre-modern architecture, presented guideline of the Intoner restoration in there, and attempted relative-analysis by cases of Japan in curtain of Saporo Houheikan. The method of Original- restorations and Repairs must be preserved In materials and technologies in order to hand over the future generations. The process and method of restorations are the important Cultural Properties as Architecture's itself. And Restorations of industrial manufactures hold the the important position in restoration of pre-modern Architectures. Because industrial technologies are developed and forgotten in rapid. Specially, because industrial materials as curtains were apt to recognize as consumption goods, historicity in that are contained the history of fabric, industrial technologies, and relations of traditional technologies. Conclusionaly, restorations of interior materials in our country are required of \circled1the construction of workframe in search and restoration for original preservation, \circled2the conception of refaires and establishment of investigation, \circled3the stocking of restoration-technologies of pre-modern cultural properties of architectures, \circled4the recognitions of record-preservation, \circled5the improvement of organization, upbring of technicians, establishment of theorical systems.

• The Journal of Asian Finance, Economics and Business
• /
• 제7권3호
• /
• pp.115-125
• /
• 2020

This paper investigates the impact of working capital management on the firm's profitability. The research sample includes 119 non-financial listed companies on Vietnam stock market over a period of 9 years from 2010 to 2018. Two statistical approaches include Ordinary least squares (OLS) and fixed effects model (FEM) are employed to address econometric issues and to improve the accuracy of the regression coefficients. The empirical results show the negative and significant impacts of the working capital management, which measured by cash conversion cycle (CCC) and three components of the CCC including accounts receivable turnover in days (ARD), inventory turnover in days (INVD), and accounts payable turnover in days (APD) on the firm's profitability measured by return on assets (ROA) and Tobin's Q. It implies that firms can increase profitability by keeping the optimization of the working capital management measured by the CCC, which includes shortening the time to collect money from clients, accelerating inventory flow and hold the low payment time to creditors. Besides, the profitability of firms was impacted by the sale growth rate, firm size, leverage, and age. Therefore, this paper provides a new insight to managers on how to improve the firm's profitability with working capital management.