bluuebunny/crossref_metadata_2025_split huggingface dataset:
Groundwater level simulations using wavelet transform-assisted deep learning models
Authors: Chidepudi Sivarama Krishna Reddy , Massei Nicolas , Jardani Abderrahim , Henriot Abel , Allier Delphine , Baulon Lisa 
Published: January 2023

The development of groundwater levels (GWL) simulations, based on deep
learning (DL) models, is gaining traction due to their success in a wide
range of hydrological applications. GWL Simulations allow generating
reconstructions to be used for exploring past temporal variability of
groundwater resources or provide means to generate projections under
climate change on decadal scales. Owing to the diversity of large-scale
and local scale forcing factors involved in explaining GWL variability,
machine learning or even deep learning approaches reveal relevant tools
to simulate GWL. In addition, such methods do not require too
much-extended knowledge of physical variables in the links between
climate variables and GWL.
In this paper, we investigated the capacities of three deep learning
models (Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU) and
Bidirectional LSTM (BLSTM)) to reproduce GWL variations over time. Among
the three deep learning models, GRU performed relatively better in most
cases. Another aspect was to evaluate the input data’s impact and
usefulness of wavelet pre-processing considering its limitations and
best practices. Two different input datasets are compared to each other,
one considering Effective Precipitation only, the other considering
Precipitation and Temperature.
Maximum Overlap Discrete Wavelet Transform (MODWT) preprocessing was
used to decompose the input variables to explore the impact of wavelet
transform in improving the simulations on several types of GWL time
series by unravelling “hidden” though useful information in input
data. Results show that the preprocessing (MODWT) helps the models
generate better simulations. This improvement is higher with raw climate
data (precipitation & temperature) as compared to when effective
precipitation was used as input. Finally, the Shapley Additive
exPlanations (SHAP) approach was used to interpret the impact of input
variables on the model simulations. Analysis of SHAP values indicated
that the sources of the information content preferentially learned by
the models to achieve best simulations. For instance, it was clear that
simulation of inertial and mixed GWL required the models to learn from
low-frequency variability presented in the input data.
PENGARUH VARIASI PRODUK DAN DISPLAY LAYOUT TERHADAP KEPUTUSAN PEMBELIAN MELALUI WORD OF MOUTH SEBAGAI VARIABEL MEDIASI DI TOKO SRC JUMASRI TALANG KAWO MERANGIN JAMBI
Authors: Regindratama Angga 
Published: January 2023

Penelitian ini bertujuan untuk mendeskripsikan pengaruh variasi produk dan display layout terhadap keputusan pembelian melalui word of mouth sebagai variabel mediasi di Toko SRC Jumasri di Merangin, Jambi.
Penelitian ini tergolong penelitian kuantitatif. Populasi adalah konsumen Toko SRC Jumasri. Sampel penelitian ini adalah 100 responden. Metode pengambilan sampel yang digunakan adalah metode non probability, dalam metode non probability ini menggunakan teknik purposive sampling yaitu teknik penentuan sampel dengan pertimbangan tertentu. Metode pengumpulan data menggunakan metode kuesioner, kuesioner disebarkan ke konsumen atau responden yang pernah datang dan berbelanja di Toko SRC Jumasri.
Hasil analisis menunjukan bahwa: (1) variasi produk memiliki pengaruh negatif dan tidak signifikan terhadap variabel keputusan pembelian. (2) variabel Display Layout memiliki pengaruh positif dan tidak signifikan terhadap variabel keputusan pembelian. (3) word of mouth memiliki pengaruh negatif dan tidak signifikan terhadap variabel keputusan pembelian. (4) variabel variasi produk memiliki pengaruh positif dan signifikan terhadap variabel word of mouth. (5) display layout memiliki pengaruh positif dan signifikan terhadap variabel word of mouth. (6) Word of Mouth tidak berhasil memediasi pengaruh variasi produk terhadap keputusan pembelian. (7) Word of Mouth berhasil memediasi pengaruh display layout terhadap keputusan pembelian.
THE EFFECT OF CURRENT RATIO, DEBT TO EQUITY RATIO, TOTAL ASSET TURNOVER, AND FIRM SIZE ON PROFITABILITY In Textile and Garment Sub-Sector Companies Listed on the Indonesia Stock Exchange for the 2015-2020 Period
Authors: Oktavira Rowina 
Published: January 2023

ABSTRACT
This study aims to determine the effect of Current Ratio, Debt To Equity, Total Asset Turnover and Firm Size on Profitability of Textile and Garment Manufacturing companies listed on the Indonesia Stock Exchange for the period 2015 – 2020. The sampling technique used purposive sampling of Textile and Garment Manufacturing companies listed on the Indonesian Stock Exchange. IDX for the period 2015 – 2020. The type of data used is secondary data. The analytical method used is the classical assumption test, correlation coefficient test, multiple linear regression test, hypothesis testing, and coefficient of determination test using the SPSS version 26.0 program and Microsoft Excel 2013 using the stepwise method. The results of the study show that Current Ratio and Debt To Equity have no significant effect on Profitability. While Total Asset Turnover and Firm Size have a significant effect on Profitability. The coefficient of determination of 28.1% shows that there are still 71.9% more caused by other variables not examined in this study.
Keywords : Cr; Der; Firm Size; Profitabiliy; Tato
Information and Communication Technology Based Education Marketing Management
Authors: Afifah Isna Zahrotun , Wiyani Novan Ardy 
Published: January 2023

This study aimed to describe information and communication (ICT)-based education marketing management in MTs Ma’arif NU 1 Jatilawang Banyumas. This study employed qualitative approach by using interview, observation, and documentation for the data collection. The collected data were analyzed by Miles and Huberman model, consisted of data reduction, data presentation and data verification. The results of the study shows that education marketing management in MTs Ma’arif NU 1 Jatilawang Banyumas utilized information and communication technology (ICT), especially in its education marketing. In this study, the education marketing was done by George R. Terry’s theory in management function analysis which were planning, organization, implementation, and evaluation. ICT-based education marketing management in MTs Ma’arif NU 1 Jatilawang Banyumas was done through ICT-based planning of education marketing management, ICT-based organization of education marketing management, ICT-based implementation of education marketing management, and ICT-based evaluation of education marketing management. Keywords: Education, ICT, Management, Marketing.
The Implementation of Total Quality Management in Forming Student’s Religious Totality
Authors: Qodri Ahmad , Kusuma Sri , Warlizasusi Jumira , Pratama Surya Adi 
Published: January 2023

Aqidah, sharia and morals are the fundamental aspects in Islamic teachings that need to be totally instilled in oneself. However, the cultivation of those main values, in fact, has not been maximized. This problem also becomes a concern of SMKIT Khoiru Ummah Rejang Lebong Bengkulu in which the cultivation of aqidah, sharia and morals faces the challenges and obstacles. At the same time, such problems indicate that the totality of students in applying Islamic values has not been thoroughly embedded. This facts then require the school to implement Total Quality Management in its religious education activities. Therefore, this article aims to describe the implementation of Total Quality Management as an effort to form the quality and religious totality of students. This type of research is qualitative-descriptive. Data were collected by conducting interviews and observations. The data were then analyzed by reducing, displaying and drawing conclusions. The validity of the data was tested by using triangulation technique. The result of this study shows that the efforts to form religious totality are carried out through routine religious activities at school, giving reprimands, directions, punishments, exemplary, environmental conditioning, school culture and the application of noble values through learning and training. Through these activities, the school applies the principles of Total Quality Management which include evaluation and improvement, optimizing the role of the school headmaster, cooperation, prioritizing customer satisfaction, conducting planned training, and improving quality of learning.Keywords: Total Quality Management, Religious Totality
The Implementation of Educational Supervision in Improving Teacher Professional Competence
Authors: Armizawati Armizawati , Asmendri Asmendri 
Published: January 2023

The implementation of educational supervision to enhance the teacher professionalism at MAS Thawalib Tanjung Limau, Tanah Datar Regency becomes the main focus of this study. This study is a part of descriptive qualitative research. The head of the MAS, however, is the main source of research data. Observations and interviews are used as data collection techniques. The supervision provided by the head of MAS Thawalib Tanjung Limau plays a significant role as the effort to increase the quality of teachers. For increasing resource capacity and revamping materials to meet national education goals, strategies such as instructional supervision are helpful. The preparation stage, class observation, and assessment or feedback discussion are the three stages that make up this clinical supervision. Limited infrastructure and resources, lack of teacher discipline, and lack of teacher knowledge about efficient classroom management techniques are challenges experienced in the clinical supervision and teaching. This study shows that the principal's educational supervision places a vital position to support appropriate infrastructure and facilities of schools, maximize the teacher disciplinary action, and offer proper direction, and advice on efficient classroom management procedures. Keywords: Competence, Education, Supervision, Teacher Professionalism
НОВЫЙ ПОДХОД К ЛЕЧЕНИЮ ТРОФИЧЕСКИХ ЯЗВ
Authors: Мусаева Арзу 
Published: January 2023

Заключение:
- Признаки полной реканализацией левой заднеберцовой вены
- Умеренные признаки тромбофлебита левых крупных подкожных, перфорантных и поверхностных вен
- Клапанный аппарат левой большой подкожной и общей бедренной вен признан удовлетворительным.
- Нарушения проходимости в артериях обеих нижних конечностей нет
Квантовая формула гравитона. Расчёт величины постоянной Планка с помощью этой формулы через другие физические константы. Другие результаты исследования.
Authors: Чернов Андрей 
Published: January 2023

В этом исследовании были применены новые физические понятия. Это позволило получить квантовую формула гравитона. Действие новой формулы было проверено. Для этого через эту формулу был произведён расчёт величины постоянной Планка через четыре физические константы (элементарный заряд, скорость света, массу протона, массу атома водорода). В результате расчётная и экспериментальная величина постоянной Планка совпали.
В исследовании была определена величина энергии (в расчёте на 1 кг массы), выделяемая за полный цикл образования чёрной дыры: 8,7 ∙〖10〗^15 Дж/кг. Также была получена формула гравитационной постоянной и определена величина гравитационной постоянной в области чёрных дыр: G_0=6,792757247∙〖10〗^(-11).
В этом исследовании был определён верхний предел энергии свободного гравитона, который составил:e_g< 6,40870654∙〖10〗^(-19) эВ. Полученный результат согласуется с результатами астрофизических наблюдений, приведёнными в этой статье.
Были получены другие результаты, имеющие научное значение.
Traditional Crafts: Incentive of Sustainable Rural Development. The Contribution of the ASTRA Museum
Authors: Ștefan Ciprian 
Published: January 2023

Abstract
Although there is a renewed interest in contemporary society in the simple and natural life in rural areas, the rural intangible heritage, including the traditional crafts, is slowly disappearing. Craftsmen get old and the younger generations seem not to be too open to continuing the craftsmanship. Therefore, stimuli of various types are necessary to action for the revival of traditional crafts. The present contribution presents the strategy of ASTRA Museum, one of the most important open-air museums in Romania, regarding the sustainable development of traditional crafts. It argues how a museum could educate and stimulate cultural tourism through crafts, but also determine and support entrepreneurship in the domain of traditional crafts.
Dispositions and the Least Action Principle
Authors: Benitez Federico , Maltrana Diego 
Published: January 2023

Abstract
This work deals with obstacles hindering a metaphysics of laws of nature in terms of dispositions, i.e., of fundamental properties that are causal powers. A recent analysis of the principle of least action has put into question the viability of dispositionalism in the case of classical mechanics, generally seen as the physical theory most easily amenable to a dispositional ontology. Here, a proper consideration of the framework role played by the least action principle within the classical image of the world allows us to build a consistent metaphysics of dispositions as charges of interactions. In doing so we develop a general approach that opens the way towards an ontology of dispositions for fundamental physics also beyond classical mechanics.
First record of the scale insect Lineaspis striata on Picea glauca “Conica”
Authors: Stathas G.J. , Darras A.I. , Kartsonas E.D. 
Published: January 2023

Summary
The scale insect Lineaspis striata (Newstead) (Hemiptera: Coccomorpha: Diaspididae) was recorded for the first time infesting a species of the family Pinaceae. Heavily infested ornamental shrubs of Picea glauca “Conica” by pre-ovipostiting and oviposting female adults of L. striata, were found in March 2018 and by a minor population consisting of pre-ovipositing female adults in February 2021, in Attica, Greece. The scale was settled on the base of the needles of the host plant.
Magnetic resonance diagnostic criteria of non-compaction cardiomyopathy: new diagnostic criteria still needed?
Authors: Gaižauskienė Karolina , Glembockytė Gabrielė , Glaveckaitė Sigita , Valevičienė Nomeda Rima 
Published: January 2023

Summary
Non-compaction cardiomyopathy (NCC) is a rare pathology, but the exact rates of its prevalence are not known due to the lack of a diagnostic gold standard. The purpose of this article is to analyse the available cardiovascular magnetic resonance (CMR) diagnostic criteria of non-compaction described in the literature and to compare their sensitivity and specificity in the diagnosis of NCC. A search of available literature related to the CMR diagnostic criteria of myocardial non-compaction was conducted in the medical database PubMed in February of 2022. The period of publication of scientific articles covered the years from 1996 to 2022. A total of 7 full-text scientific articles were included in the final literature review. The main diagnostic criteria were used: the maximum non-compact (NCM) to compact myocardial layers (CM) ratio (NCM:CM), the percentage of trabeculated left ventricular (LV) myocardial mass, the percentage of trabeculated LV myocardial volume, the non-compact myocardial mass index of the total LV, and the determination of the total LV and the maximal fractal dimension (FD) of the apex with the use of fractal analysis. The lack of accurate diagnostic criteria results in an overdiagnosis of NCC. The highest sensitivity and specificity are associated with the maximum FD > 1.30 of the apex established by applying the fractal analysis method. Fractal analysis requires dedicated software, and this method is difficult to apply in routine clinical practice. Thus, the diagnostic criteria for the NCC using magnetic resonance imaging with higher diagnostic value remain to be sought.
DECENT WORK ON FOOD INDUSTRY BY USING ADEQUATE INCOME AND SOCIAL SECURITY MEASUREMENT
Authors: Hartato Hartato 
Published: January 2023

Abstract The role of food industry as a labor intensive subsector must be able to guarantee labors to provide basic rights such as adequate income social security guarantees for a prosperous and decent life. Based on results of National Labor Force Survey (Sakernas) August 2018 showed that this subsector was dominated by labors with inadequate working conditions at 75.13 percent which means their wages received during the month were less than 2/3 the median value of the national average income, Rp1,500,000,- and didn’t get social security guarantees almost three times compared to other industrial subsectors. This paper aims to study the effect tendency of job, company, and individual characteristics toward decent work by using binary logistic regression with data of Sakernas August 2018. The results of this paper with 3,860 labors show that education level is variable with the highest effect toward decent work at food industry. In addition, labors on blue collar occupation, no employment agreement, low education, non profit business with a paid per unit wage system will risk being classified as improper work. The conclusion is generally labors on food industry still called as inadequate worker with low education so that they work on blue collar occupationand it imply to their income social security guarantees.Therefore,investment through education is needed to improve the quality of human capital as workersand finally it can compensate labors to obtain better job feasibility standard.
NILAI TUKAR DAN HARGA SAHAM DI INDONESIA
Authors: Siregar Muhammad Ilhamsyah , Dawood Taufq Carnegie , Fakhruddin Fakhruddin , Rizki Cut Zakia , Fitriyani Fitriyani , Siregar M. Ridha , Hidayat Wahyu 
Published: January 2023

Abstract The main study of research is to analyze the effect of changes in exchange rates of rupiah against share price in Indonesia. This research employed ARDL model and utilized monthly data for the variables of share price, nominal exchange rate, money supply and GDP. Data is generated from Bank Indonesia and Federal Reserve Economic Data webpage (FRED) from 2008 to 2017. The study results found a negative relationship between the exchange rate and stock price. It found convincing evidence that there is no two-way relationship between both parameters. But there is a positive relationship on other variables such as money supply and GDP during this period. On the basis of the research results obtained its current status, Bank Indonesia is recommended as monetary authority and OJK as capital market regulator must be more prudent in coordinating and cooperating to put together policies and strategies to maintain stable monetary policies to prevent unexpected external shocks which would eventually hit the capital market.
PENGARUH PEMASARAN JEJARING MEDIA SOSIAL TERHADAP NIAT BELI KONSUMEN (Survei pada Mahasiswa STIE Wikara)
Authors: Munawar Asep , Suryana Suryana , Hurriyati Ratih 
Published: January 2023

Abstract This study aims to examine the effect of marketing social media networks on consumer purchase intentions, the research method used is a survey with a quantitative approach, using a sample of 70 STIE Wikara students. The data analysis technique used is Linear Regression Analysis. The results showed that social media network marketing has a significant effect on consumer purchase intentions, or has a significant role on consumers' decisions to buy a product, other findings indicate that social media network marketing is related to consumer purchase intentions, where consumer involvement acts in influencing users social media to have consumer purchase intentions. This study reinforces that marketers must respond to the importance of increasing use of social media because it has a strong influence on consumer purchase intentions.
MENAKAR KETERHUBUNGAN IPM DAN TINGKAT KEMISKINAN DI PROVINSI ACEH
Authors: Prabowo Prayudi Setiawan 
Published: January 2023

Abstract This study aims to see the causality between the Human Development Index (HDI) and the Poverty Level in Aceh Province. Where to identify whether HDI has an effect on the poverty level or the poverty level which affects HDI more. This study uses Granger Causality analysis and PVAR Modeling to find answers to the research objectives. As well as using regional Panel data for a period of 2015 to 2019. The results show that there is a causal relationship between HDI and poverty levels in Aceh Province. Where the HDI affected negatively the level of poverty. Where it can be used as input for social and population policies of Aceh Province, namely the need to increase development that concentrates on HDI. In addition, it is necessary to know the level of inequality of HDI between regions in Aceh Province considering that HDI can affect the level of poverty.
QUALIFICATION MISMATCH DAN UPAH DI INDONESIA
Authors: Wulandari Heny , Damayanti Arie 
Published: January 2023

Abstract Qualification mismatch is one of the biggest problems in the labor market in the past few years. Based on the previous researchs, qualification mismatch has serious effects on labor outcomes such as wages. Therefore, this study aims to estimate the incidence of qualification mismatch and its relationship with wages in Indonesia. This study uses individual Sakernas data set from 2017 to 2018. Empirical results show that the incidence of undereducation is higher than overeducation. Moreover, the estimation results using fixed effect (FE) method show that overeducation and undereducation has no significant effect on wages. Wages are only affected by the level of education required, while the excess and shortage years are not taken into account. This findings calls for the policies intended to resolve the problem of qualification mismatch.
PEKERJA MISMATCH ANTARGENERASI : PENDEKATAN AGE-PERIOD-COHORT
Authors: Jamalludin Jamalludin 
Published: January 2023

Abstract.A massive expansion of education reduces the incidence of undereducation but on the other hand, can trigger overeducation in the job market. Educational achievements, cultural, political, and economic developments also shape the preferences and work ethic of a generation. This study analyzes intergenerational mismatch workers by comparing them at the same age point. Using Sakernas 2000-2015 data, this studysucceeded in capturing mismatched workers in the warrior generation, the old order generation, the new order generation, and the reform generation.This study use unadjusted odds ratio for descriptive analysis and multinominal logit for inference analysis. Multinomial logit findingsshow that the generation of the old order and the generation of fighters tend to have a higher mismatch in their work compared to the generation of the new order. The reformation generation has a lower tendency to mismatch than the new order generation. The difference in the proportion of mismatched workers between generations is getting smaller as they enter the age of 60 and over .