• Title/Summary/Keyword: Total Least Squares

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Fast Remote Detection Algorithms for Chemical Gases Using Pre-Detection with a Passive FTIR Spectrometer (수동형 FTIR 분광계에서 초동 탐지 기법을 이용한 고속 원거리 화학 가스 탐지 알고리즘)

  • Yu, Hyeonggeun;Park, Dongjo;Nam, Hyunwoo;Park, Byeonghwang
    • Journal of the Korea Institute of Military Science and Technology
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    • v.21 no.6
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    • pp.744-751
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    • 2018
  • In this paper, we propose a fast detection and identification algorithm of chemical gases with a passive FTIR spectrometer. We use a pre-detection algorithm that can reduce the spatial region effectively for gas detection and the candidates of the target. It is possible to remove background spectra effectively from measured spectra with the least-squares method. The CC(Correlation Coefficients) and the SNR(Signal-to-Noise Ratio) methods are used for the detection of target gases. The proposed pre-detection algorithm allows the total process of chemical gas detection to be performed with lower complexity compared with the conventional algorithms. This paper can help developing real-time chemical detection instruments and various applications of FTIR spectrometers.

Improved time delay estimation by adaptive eigenvector decomposition for two noisy acoustic sensors (잡음이 있는 두 음향 센서를 이용한 시간 지연 추정을 위한 향상된 적응 고유벡터 추정 기반 알고리즘)

  • Lim, Jun-Seok
    • The Journal of the Acoustical Society of Korea
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    • v.37 no.6
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    • pp.499-505
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    • 2018
  • Time delay estimation between two acoustic sensors is widely used in room acoustics and sonar for target position estimation, tracking and synchronization. A cross-correlation based method is representative for the time delay estimation. However, this method does not have enough consideration for the noise added to the receiving acoustic sensors. This paper proposes a new time delay estimation method considering the added noise on the receiver acoustic sensors. From comparing with the existing GCC (Generalized Cross Correlation) method, and adaptive eigen decomposition method, we show that the proposed method outperforms other methods for a colored signal source in the white Gaussian noise condition.

Comparison of the antioxidant properties and flavonols in various parts of Korean red onions by multivariate data analysis

  • Park, Mi Jin;Ryu, Da Hye;Cho, Jwa Yeong;Ha, In Jong;Moon, Jin Seong;Kang, Young-Hwa
    • Horticulture, Environment, and Biotechnology : HEB
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    • v.59 no.6
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    • pp.919-927
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    • 2018
  • To compare the antioxidant properties and flavonols in various parts; dry skin (DS) and edible portion (EP), of 8 red onions (Allium cepa L, ROs), total content of phenolics (TPC), flavonoids (TFC), and anthocyanins (TAC) and DPPH radical scavenging properties were estimated and the content of six flavonols were quantified by HPLC-PDA analysis. The major component of DS and EP of RO was quercetin and quercetin-4'-glucoside, respectively. Score plots of the PCA and PLS-DA were segregated by flavonols content and antioxidant properties according to the EP and DS of ROs. Loading plot of the PCA showed that the quercetin and sum of flavonol content were highly correlated with antioxidant activity of ROs. Therefore, flavonol content and antioxidant activity can be used as markers for distinct parts of ROs.

The Effects of Corporate Governance on Segment Reporting Disclosure: A Case Study in Vietnam

  • TRAN, Quoc Thinh;NGUYEN, Ngoc Khanh Dung;LE, Xuan Thuy
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.4
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    • pp.763-767
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    • 2021
  • Accounting information is essential for users. Useful information helps users to make appropriate investment-related decisions. Segment reporting disclosure plays a practical role for an investor in a business. The article data was surveyed by ordinary least squares to test the effects of corporate governance on the segment reporting disclosure. The article employed time-series data with 136 observations of the top 100 non-financial Vietnamese enterprises listed on the stock exchange in the period of 2018-2019. The research used two popular theories related to stakeholder and agency to explain the effects of factors on segment reporting disclosure. The results have identified two factors that have a positive impact on segment reporting disclosure, namely, the size of the board and the ratio of foreign members to the total number of the board. Accordingly, the managers of the top 100 Vietnamese listed enterprises should increase the number of board members as well as pay attention to the number of foreign members to contribute to improving the information disclosure on the segment reporting. It is the basis to improve the quality of information to ensure completeness and transparency. It contributes to attracting foreign investment to meet the trend of international economic integration.

Relationship Between Innovation Activities and Business Performance: A Case Study in Indonesia

  • ARIF, Muhammad Ridwan;HASAN, Dahsan
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.4
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    • pp.307-315
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    • 2021
  • The study aims to investigate the relationship between innovation activities and business process performance in higher education institution (hereinafter referred to as "HEI") context. The data was collected using a survey and later analyzed through Partial Least Squares Structural Equation Modelling (PLSSEM) and SmartPLS software. A total of 50 questionnaires were submitted from respondents representing vocational study program management located in Makassar, Indonesia. The findings show that two hypotheses discussed in this study fit the empirical data. Specifically, the results show that there is a positive relationship between innovation activities and business process performance, involving two types of innovation activities, which are exploration activities and exploitation activities, within HEIs. Explorative activity is firmly related to exploitative activity, which furthermore links to business process performance within the HEIs observed. The results confirm that exploration activity can stimulate and lead the HEIs management to generate exploitation activity. For instance, capabilities to absorb knowledge from the external institution may lead this institution to generate advanced academic processes, as well as more efficient and effective managerial processes. The study also signifies ambidexterity capacity, suggesting that it may lead HEIs management to formulate proper strategies in achieving better performance and gaining competitive advantage.

Knowledge Sharing Behavior in Indonesia: An Application of Planned Behaviour Theory

  • NEGARA, Danes Jaya;FERDINAND, Ferdinand;MEITIANA, Meitiana;ASTUTI, Maria Haryulin;ANDEN, Trecy;SARLAWA6, Rita;MAHRITA, Ani
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.3
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    • pp.1053-1064
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    • 2021
  • The objective of this research is to empirically study public servant knowledge sharing intention by implementing the Theory of Planned Behavior (TPB) of the Sustainable Development Goals (SDGs). The researcher proposes an extended TPB combined with a perceived environmental concern variable as a determinant of behavioral intention. A total of 150 questionnaires were distributed among civil society and the public sector at the district level in the Central Kalimantan Province of Indonesia. Collectively, 126 inquiries were received. A Partial Least Squares (PLS) analysis was applied to analyze and test the research model and hypothesis. The results show that all of the components of the TPB significantly influenced perceived SDG realization. The findings also partially show that knowledge sharing intention mediated the effect of attitude, perceived behavioral control, and perceived environmental concern on SDG realization. This study confirms that perspectives that affect knowledge sharing intention among public sectors could be approached based on the offered model. Hence, the local government can implement the suggestion offered in this research. The originality of this paper lies in the fact that this study discloses factors affecting knowledge sharing among public servants.

The Role of Islamic Business Ethics and Market Condition on Organizational Performance

  • BULDAN, Hamdi;HAMID, Edy Suandi;SRIYANA, Jaka;TOHIRIN, Achmad
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.1
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    • pp.781-790
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    • 2021
  • The purpose of this study is to test empirically the effect of Islamic business ethics and market conditions on organizational performance in state-owned construction companies in Indonesia. Data collection in this study was conducted online and the total number of data used was 81 respondents, both directors, heads of departments, and managers (general and project). This study uses a partial least squares structural equation model (PLS-SEM) with a quantitative approach that aims to test hypotheses and relationships between variables, such as Islamic business ethics, market conditions, project management, organizational culture, competitive strategy, and organizational performance. This study shows Islamic business ethics has a significant direct effect on organizational performance. Market conditions do not have a direct significant effect on organizational performance. Meanwhile, the mediating variables of project management and competitive strategy have a significant direct effect on organizational performance. Organizational culture does not have a significant influence on organizational performance. Conversely, market conditions have a significant influence through the mediating variables of project management and competitive strategy on organizational performance. Besides, this study is an attempt to determine the impact of the criteria factors affecting the measurement of the performance of construction organizations in Indonesia in terms of the external environment and organizational structure.

Tax Avoidance and the Readability of Financial Statements: Empirical Evidence from Indonesia

  • PRATAMA, Bima Yoga;NARSA, Niluh Putu Dian Rosalina Handayani;PRANANJAYA, Kadek Pranetha
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.2
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    • pp.103-112
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    • 2022
  • This study aims to obtain empirical evidence regarding the link between tax avoidance (TA) and the readability of financial statements. This is a quantitative research using Ordinary Least Squares regression analysis which is then processed using STATA 14.0. A total of 278 companies listed on the Indonesia Stock Exchange during the period 2017-2019 is the data of this study. In detecting TA in a company, this study uses the ETR and CashETR and for the measurement of financial statement readability, this study uses gunning fog index and length of the document. The findings of this study suggest that tax avoidance and clear financial statements are mutually exclusive in the sense that when tax avoidance is practiced, companies will tend to conceal the information conveyed by financial statements. In other words, it is concluded that the more a company engages in tax avoidance, the lower the readability of the company's financial statements. This study provides in-depth evidence that tax avoidance is indirectly related to the disclosure of information by the company. Users of financial statements will realize that the company seeks to make disclosures that are in their best interests to avoid their tax avoidance strategy being detected.

Predicting Online Learning Adoption: The Role of Compatibility, Self-Efficacy, Knowledge Sharing, and Knowledge Acquisition

  • Mshali, Haider;Al-Azawei, Ahmed
    • Journal of Information Science Theory and Practice
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    • v.10 no.3
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    • pp.24-39
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    • 2022
  • Online learning is becoming ubiquitous worldwide because of its accessibility anytime and from anywhere. However, it cannot be successfully implemented without understanding constructs that may affect its adoption. Unlike previous literature, this research extends the Unified Theory of Acceptance and Use of Technology with three well-known theories, namely compatibility, online self-efficacy, and knowledge sharing and acquisition to examine online learning adoption. A total of 264 higher education students took part in this research. Partial Least Squares-Structural Equation Modeling was used to evaluate the proposed theoretical model. The findings suggested that performance expectancy and compatibility were significant predictors of behavioral intention, whereas behavioral intention, facilitating conditions, and compatibility had a significant and direct effect on online learning's actual use. The results also showed that knowledge acquisition, knowledge sharing, and online self-efficacy were determinates of performance expectancy. Finally, online self-efficacy was a predictor of effort expectancy. The proposed model achieved a high fit and explained 47.7%, 75.1%, 76.1%, and 71.8% of the variance of effort expectancy, performance expectancy, behavioral intention, and online learning actual use, respectively. This study has many theoretical and practical implications that have been discussed for further research.

Moderating Effects of Mindset Types on the Relationship Between Experience and Perceived Quality in VR Contexts

  • KIM, Juran;BAE, Joonheui;KANG, Seungmook
    • The Journal of Industrial Distribution & Business
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    • v.13 no.11
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    • pp.21-30
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    • 2022
  • Purpose: This study investigates the moderating effect of mindset types on experience and perceived quality in virtual reality (VR) contexts and identify the relationships among mindset types, experience, perceived quality, attitude, and purchase. Research design, data and methodology: Using a survey, a total of 250 participants were recruited from South Korea. Participants were asked whether they have been VR users who had experienced VR before participating in the survey. We used the partial least squares method to test the hypotheses based on structural equation modeling. Results: The results show that experience, including spatial, reality, and sensory experiences, has positive effects on perceived quality. Additionally, the mindset moderates the relationship between experience and perceived quality such that consumers with experience are more likely to have greater perceived quality when they have a growth mindset compared to those with a fixed mindset. The VR context's perceived quality exerts positive effects on attitude toward the VR context, while attitude has positive effects on purchase intention. Conclusion: We suggest that the consumer's mindset might work as an essential moderating factor that influences the relationship between experience and perceived quality. Our findings can help marketers plan promotion strategies more effectively and cater to the different objectives of their contexts.