Convolutional neural networks (CNNs) have become a popular choice for various image classificatio... more Convolutional neural networks (CNNs) have become a popular choice for various image classification applications. However, the multi-layer perceptron mixer (MLP-Mixer) architecture has been proposed as a promising alternative, particularly for large datasets. Despite its advantages in handling large datasets and models, MLP-Mixer models have limitations when dealing with small datasets. This study aimed to quantify and evaluate the uncertainty associated with MLP-Mixer models for small datasets using Bayesian deep learning (BDL) methods to quantify uncertainty and compare the results to existing CNN models. In particular, we examined the use of variational inference and Monte Carlo dropout methods. The results indicated that BDL can improve the performance of MLP-Mixer models by 9.2 to 17.4% in term of accuracy across different mixer models. On the other hand, the results suggest that CNN models tend to have limited improvement or even decreased performance in some cases when using B...
South Asian Research Journal of Pharmaceutical Sciences
The objective research works on cold and ready-to-eat meat products from local markets and how th... more The objective research works on cold and ready-to-eat meat products from local markets and how they are affected by external factors and the transmission of microorganisms to them and their reproduction despite their preservation, despite the preservation of these meats in consumers' refrigerators, and how some of these microbes are pathogenic or cause diseases by excreting toxins. The result of our research centers on displaying the total number of bacteria in all samples, identifying the strain contained in these ready-to-eat meats, and comparing them with the permissible limits imposed by most food and drug authorities in the world to preserve the safety of consumers. Also, we test the microbes' sensitivity to antibiotics. The types of bacteria were identified through approved protocols. The total count of bacteria was not in the range of the FDA limits rate, and we found some strains that should not be in the product as E. coli and Salmonella. spp. These strains can caus...
Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya
The purpose of this study was to determine and describe the quality/feasibility of the textbook “... more The purpose of this study was to determine and describe the quality/feasibility of the textbook “Mahir Berbahasa Indonesia” published by Erlangga Publisher and “Bahasa Indonesia Kelas VIII SMP/MTs Edisi Kurikulum 2013 Revisi” published by Yudhistira Publisher. It is a content analysis research that describes objectively, systematically, and clearly communicates from the VIII Indonesian Language and Literature Book. Research technique to objectively, systematically and quantitatively describe clear communication content. Based on the analysis and findings of the feasibility of books using the BNSP standard, the book “Mahir Berbahasa Indonesia” for class VIII SMP/MTs published by Erlangga Publisher is considered feasible with a percentage of 75%. In comparison, the book “Bahasa Indonesia Kelas VIII SMP/MTs Edisi Kurikulum 2013 Revisi” issued by Yudhistira Publisher is considered feasible with a percentage of 71.60%.
BackgroundUnderstanding the perspectives of healthcare workers toward patient safety-related acti... more BackgroundUnderstanding the perspectives of healthcare workers toward patient safety-related activities is critical in maintaining a healthy safety climate. The objectives of this research are 1) to examine the perception of Patient Safety Culture (PSC) at a university hospital in Palestine, and to highlight areas in need of improvement, and 2) to assess the relationship between the outcome dimensions (frequency of events reported, and overall perceptions of safety) and the other dimensions of PSC, and 3) to determine the relationship among selected demographic variables (gender, age, hospital tenure, work tenure, profession tenure, and hours worked per week) and nurses’ perceptions of PSC.MethodsA cross-sectional study design was used with a convenience sample of 107 nurses. Nurses were asked by email to complete the Arabic version of the Hospital Survey of Patients’ Safety Culture (HSOPSC) using the SurveyMonkey® online account form within two weeks. The survey data were analyzed ...
This paper aims to explain the cause of Sunni-Shiite conflict in Bangil, Pasuruan Regency since 2... more This paper aims to explain the cause of Sunni-Shiite conflict in Bangil, Pasuruan Regency since 2007-2016. Many opinions say that the conflicts between the two groups occur because of purely differences in understanding in interpreting religious texts. Historically in Indonesia there have been almost no sectarian conflicts involving Sunni-Shi'a. This is supported by the peaceful life of two groups in other cities in Indonesia such as in Jepara, Cirebon, and others. In analyzing the conflict the writer uses Michael E Brown's theory of internal conflict and the theory of globalization Jan Art Scholthe. The research method that I use is a qualitative method of deductive thinking. The process of collecting data the authors get from primary and secondary sources. The author's research results show that the Shiite Sunni conflict was caused first, by political factors marked by competition between the Sunni and Shia elites. Secondly, the era of globalization which is marked by ...
Soursop plant (Annona muricata L.), is widely used for both industrial and medicinal applications... more Soursop plant (Annona muricata L.), is widely used for both industrial and medicinal applications. In view of this, the present study aims at extraction and characterization of soursop leaf wax using gas chromatography-mass spectrometry (GC-MS). The results of the GC-MS analysis of soursop wax show the presence of 26 different compounds. From the results, it could be concluded that A. muricata contains various compounds that could be useful in different industries. Thus, soursop wax could be a good alternative source for many industrial chemicals that are currently sourced from petroleum which is non-renewable.
Maymunah Horticulture Station, Agriculture Directorate of Maysan. The experiment included 24 tre... more Maymunah Horticulture Station, Agriculture Directorate of Maysan. The experiment included 24 treatments of possible combinations between three sowing dates (T1=15/12, T2=31/12 and T3=15/1), two soil mulching treatments (M2=mulching the soil by black polyethylene, M1=Without mulching) and four concentrations of calcium fertilizer (Ca) (0, 0.5, 1 and 1.5 ml.l-1), to study its effect on the quantitative yield characteristics of Okra plant cultivar "btayrh". The results showed that cultivated plants at date (15/1) showed significant increase in number of pods per plant, weight of pod, length and diameter of pod, the yield per plant and early yield compared to plants of dates (15/12 and 31/12). The cultivated plants in mulching soil were significantly higher in all studied quantitative yield characteristics. The sprayed plants with calcium (1ml.l-1) were superior in all studied quantitative yield characteristics. The interactions between the studied factors were significant i...
The purpose of this research aimed to test the influence of the implementation of region manageme... more The purpose of this research aimed to test the influence of the implementation of region management information system on the quality of financial statement of regional government at Department of pekerjaan umum and penata an ruang province Bengkulu. The research population was 25 people who are the employees at this department. Research data were questionnaire as the primary data. The simple linear regression analysis was the technique of analysis of this research.Research result showed that the implementation of region management information system influenced significantly to the quality of financial statement of regional government at Department of of pekerjaan umum and penataan ruang province Bengkulu.. It was approved by the value of determinant coefficient which was 75.3%. It meant that the quality of financial statement was influenced 75.3% by the spatial planning region management information system.Keywords: regional government, management information system, quality, finan...
Convolutional neural networks (CNNs) have become a popular choice for various image classificatio... more Convolutional neural networks (CNNs) have become a popular choice for various image classification applications. However, the multi-layer perceptron mixer (MLP-Mixer) architecture has been proposed as a promising alternative, particularly for large datasets. Despite its advantages in handling large datasets and models, MLP-Mixer models have limitations when dealing with small datasets. This study aimed to quantify and evaluate the uncertainty associated with MLP-Mixer models for small datasets using Bayesian deep learning (BDL) methods to quantify uncertainty and compare the results to existing CNN models. In particular, we examined the use of variational inference and Monte Carlo dropout methods. The results indicated that BDL can improve the performance of MLP-Mixer models by 9.2 to 17.4% in term of accuracy across different mixer models. On the other hand, the results suggest that CNN models tend to have limited improvement or even decreased performance in some cases when using B...
South Asian Research Journal of Pharmaceutical Sciences
The objective research works on cold and ready-to-eat meat products from local markets and how th... more The objective research works on cold and ready-to-eat meat products from local markets and how they are affected by external factors and the transmission of microorganisms to them and their reproduction despite their preservation, despite the preservation of these meats in consumers' refrigerators, and how some of these microbes are pathogenic or cause diseases by excreting toxins. The result of our research centers on displaying the total number of bacteria in all samples, identifying the strain contained in these ready-to-eat meats, and comparing them with the permissible limits imposed by most food and drug authorities in the world to preserve the safety of consumers. Also, we test the microbes' sensitivity to antibiotics. The types of bacteria were identified through approved protocols. The total count of bacteria was not in the range of the FDA limits rate, and we found some strains that should not be in the product as E. coli and Salmonella. spp. These strains can caus...
Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya
The purpose of this study was to determine and describe the quality/feasibility of the textbook “... more The purpose of this study was to determine and describe the quality/feasibility of the textbook “Mahir Berbahasa Indonesia” published by Erlangga Publisher and “Bahasa Indonesia Kelas VIII SMP/MTs Edisi Kurikulum 2013 Revisi” published by Yudhistira Publisher. It is a content analysis research that describes objectively, systematically, and clearly communicates from the VIII Indonesian Language and Literature Book. Research technique to objectively, systematically and quantitatively describe clear communication content. Based on the analysis and findings of the feasibility of books using the BNSP standard, the book “Mahir Berbahasa Indonesia” for class VIII SMP/MTs published by Erlangga Publisher is considered feasible with a percentage of 75%. In comparison, the book “Bahasa Indonesia Kelas VIII SMP/MTs Edisi Kurikulum 2013 Revisi” issued by Yudhistira Publisher is considered feasible with a percentage of 71.60%.
BackgroundUnderstanding the perspectives of healthcare workers toward patient safety-related acti... more BackgroundUnderstanding the perspectives of healthcare workers toward patient safety-related activities is critical in maintaining a healthy safety climate. The objectives of this research are 1) to examine the perception of Patient Safety Culture (PSC) at a university hospital in Palestine, and to highlight areas in need of improvement, and 2) to assess the relationship between the outcome dimensions (frequency of events reported, and overall perceptions of safety) and the other dimensions of PSC, and 3) to determine the relationship among selected demographic variables (gender, age, hospital tenure, work tenure, profession tenure, and hours worked per week) and nurses’ perceptions of PSC.MethodsA cross-sectional study design was used with a convenience sample of 107 nurses. Nurses were asked by email to complete the Arabic version of the Hospital Survey of Patients’ Safety Culture (HSOPSC) using the SurveyMonkey® online account form within two weeks. The survey data were analyzed ...
This paper aims to explain the cause of Sunni-Shiite conflict in Bangil, Pasuruan Regency since 2... more This paper aims to explain the cause of Sunni-Shiite conflict in Bangil, Pasuruan Regency since 2007-2016. Many opinions say that the conflicts between the two groups occur because of purely differences in understanding in interpreting religious texts. Historically in Indonesia there have been almost no sectarian conflicts involving Sunni-Shi'a. This is supported by the peaceful life of two groups in other cities in Indonesia such as in Jepara, Cirebon, and others. In analyzing the conflict the writer uses Michael E Brown's theory of internal conflict and the theory of globalization Jan Art Scholthe. The research method that I use is a qualitative method of deductive thinking. The process of collecting data the authors get from primary and secondary sources. The author's research results show that the Shiite Sunni conflict was caused first, by political factors marked by competition between the Sunni and Shia elites. Secondly, the era of globalization which is marked by ...
Soursop plant (Annona muricata L.), is widely used for both industrial and medicinal applications... more Soursop plant (Annona muricata L.), is widely used for both industrial and medicinal applications. In view of this, the present study aims at extraction and characterization of soursop leaf wax using gas chromatography-mass spectrometry (GC-MS). The results of the GC-MS analysis of soursop wax show the presence of 26 different compounds. From the results, it could be concluded that A. muricata contains various compounds that could be useful in different industries. Thus, soursop wax could be a good alternative source for many industrial chemicals that are currently sourced from petroleum which is non-renewable.
Maymunah Horticulture Station, Agriculture Directorate of Maysan. The experiment included 24 tre... more Maymunah Horticulture Station, Agriculture Directorate of Maysan. The experiment included 24 treatments of possible combinations between three sowing dates (T1=15/12, T2=31/12 and T3=15/1), two soil mulching treatments (M2=mulching the soil by black polyethylene, M1=Without mulching) and four concentrations of calcium fertilizer (Ca) (0, 0.5, 1 and 1.5 ml.l-1), to study its effect on the quantitative yield characteristics of Okra plant cultivar "btayrh". The results showed that cultivated plants at date (15/1) showed significant increase in number of pods per plant, weight of pod, length and diameter of pod, the yield per plant and early yield compared to plants of dates (15/12 and 31/12). The cultivated plants in mulching soil were significantly higher in all studied quantitative yield characteristics. The sprayed plants with calcium (1ml.l-1) were superior in all studied quantitative yield characteristics. The interactions between the studied factors were significant i...
The purpose of this research aimed to test the influence of the implementation of region manageme... more The purpose of this research aimed to test the influence of the implementation of region management information system on the quality of financial statement of regional government at Department of pekerjaan umum and penata an ruang province Bengkulu. The research population was 25 people who are the employees at this department. Research data were questionnaire as the primary data. The simple linear regression analysis was the technique of analysis of this research.Research result showed that the implementation of region management information system influenced significantly to the quality of financial statement of regional government at Department of of pekerjaan umum and penataan ruang province Bengkulu.. It was approved by the value of determinant coefficient which was 75.3%. It meant that the quality of financial statement was influenced 75.3% by the spatial planning region management information system.Keywords: regional government, management information system, quality, finan...
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