Simulation Model in the Strategic Decision-Making Process at the Subnational Level Using the AHP Method Based on the Risk Criterion: A Continuation of Previous Research by Davor Žmegač

“…The application of the AHP method in a real decision-making environment at the subnational level of the public sector and drawing attention to the importance of public sector risk management are further highlighted as a value of this research.…”
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OUTSOURCING IN RETAIL by Radojko Lukić

“…The research in contemporary practice of the retail business has revealed that the application of outsourcing technique contributes to stronger commitment of management towards the activities that are the core of competitiveness, reducing costs, improving competitiveness and creating added value. All this has a long-term impact on improving performance in the retail sector. …”
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On Non-Linear Differential Systems with Mixed Boundary Conditions by Miklós Rontó

“…The two parametrized limit functions and the given boundary conditions generate a system of algebraic equations of suitable dimensions, the so-called system of determining equations, which give the numerical values of the introduced unknown parameters. …”
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Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…This algorithm utilizes a graph network to represent the interaction information between genes, builds a GNN model, designs a loss function based on link prediction and self-supervised learning ideas for training, and allows each gene node to obtain a feature vector representing global information. …”
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FORMS OF IDENTIFYING AN ACTIVE PROFESSIONAL POSITION BY SPECIALISTS OF SERVICE SPHERE by Olena A. Ivanova

“…The active life position of a person is his ability to perform the functions of selfanalysis, self-control, self-regulation, self-consciousness. …”
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Method on intrusion detection for industrial internet based on light gradient boosting machine by Xiangdong HU, Lingling TANG

“…Intrusion detection is a critical security protection technology in the industrial internet, and it plays a vital role in ensuring the security of the system.In order to meet the requirements of high accuracy and high real-time intrusion detection in industrial internet, an industrial internet intrusion detection method based on light gradient boosting machine optimization was proposed.To address the problem of low detection accuracy caused by difficult-to-classify samples in industrial internet business data, the original loss function of the light gradient boosting machine as a focal loss function was improved.This function can dynamically adjust the loss value and weight of different types of data samples during the training process, reducing the weight of easy-to-classify samples to improve detection accuracy for difficult-to-classify samples.Then a fruit fly optimization algorithm was used to select the optimal parameter combination of the model for the problem that the light gradient boosting machine has many parameters and has great influence on the detection accuracy, detection time and fitting degree of the model.Finally, the optimal parameter combination of the model was obtained and verified on the gas pipeline dataset provided by Mississippi State University, then the effectiveness of the proposed mode was further verified on the water dataset.The experimental results show that the proposed method achieves higher detection accuracy and lower detection time than the comparison model.The detection accuracy of the proposed method on the gas pipeline dataset is at least 3.14% higher than that of the comparison model.The detection time is 0.35s and 19.53s lower than that of the random forest and support vector machine in the comparison model, and 0.06s and 0.02s higher than that of the decision tree and extreme gradient boosting machine, respectively.The proposed method also achieved good detection results on the water dataset.Therefore, the proposed method can effectively identify attack data samples in industrial internet business data and improve the practicality and efficiency of intrusion detection in the industrial internet.…”
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Diagnosing and Ranking Retinopathy Disease Level Using Diabetic Fundus Image Recuperation Approach by K. Somasundaram, P. Alli Rajendran

“…Using support vector model in the second phase, the DFIR method based on Spiral Basis Function effectively ranks the diabetic retinopathy disease level. …”
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Transformation of Activities and Space in Malay Kampong as Heritage Kampong in Semarang City by Rina Kurniati, Novia Sari Ristianti, Santy Paulla Dewi, Rosa Calista Prihestiwi

“…Kampung Melayu is one of the kampung kota in the Semarang city that still survives till now. The function of Kampung Melayu is very vital and has enormous value in the colonial era so that it becomes a special attraction in the service trade sector. …”
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Prescriptive Predictors of Mindfulness Ecological Momentary Intervention for Social Anxiety Disorder: Machine Learning Analysis of Randomized Controlled Trial Data by Nur Hani Zainal, Hui Han Tan, Ryan Yee Shiun Hong, Michelle Gayle Newman

“…These ML models included random forest and support vector machines (radial basis function kernel) and 10-fold nested cross-validation that separated model training, minimal tuning in inner folds, and model testing in outer folds. …”
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A Novel Method of Self-Healing Concrete to Improve Durability and Extend the Service Life of Civil Infrastructure by Yan Xue, Weiliang Gao, Yanming Zhao

“…Subsequently, the predicted regression functions for concrete durability are utilized as fitness functions, and the improved NSGA-II algorithm is employed to obtain the optimal mix ratio for durable concrete. …”
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Approximate solution to a mixed boundary problem for the elastic semi-infinite layer by A.A. Fesenko

“…The integral transforms reduce the problem to a one-dimensional inhomogeneous vector boundary value problem, which is solved by the matrix differential calculus. …”
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Auxiliary identification of depression patients using interpretable machine learning models based on heart rate variability: a retrospective study by Min Yang, Huiqin Zhang, Minglan Yu, Yunxuan Xu, Bo Xiang, Xiaopeng Yao

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Thick-walled spherical shell problem by A. M. Artemov, E. S. Baranovskii, A. A. Verlin, E. V. Syomka

“…To estimate the stresses in the region of the elastic state of a spherical shell, an equivalent stress is introduced, which is similar to the selected plasticity function. The construction of the stress vector hodograph is used as a method for verification of the stress state.Results. …”
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Secure Delivery Method for Preserving Data Integrity of a Video Frame with Sensitive Objects by You-Rak Choi, Yunhee Kang

“…The logger operates a cryptography hash function of a feature vector of a video data frame and an XOR encoding scheme used for hiding the privacy information of sensitive objects in the video data frame. …”
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Comparison of left ventricular hemodynamic forces measured by transthoracic echocardiography and cardiac magnetic resonance imaging in healthy adults by Aizhan Zhankorazova, Giovanni Tonti, Zaukiya Khamitova, Bauyrzhan Toktarbay, Dinara Jumadilova, Makhabbat Bekbossynova, Nail Khissamutdinov, Tairkhan Dautov, Alessandro Salustri

“…Images were analyzed offline using dedicated software to extract standard volumetric, functional, strain, and HDF parameters: longitudinal (A-B) and transverse (L-S) HDF, L-S/A-B HDF ratio, and HDF vector angle. …”
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Pressure Drop Analysis of Turbine Housing Model with Circular Sliced Pipe for Micro Hydropower Generation by Moh Abduh, Lourina Evanale Orfa, Sulianto Sulianto, Khairul Iqbal

“…The turbine housing flow design innovation must provide a function as an optimal fluid conductor by minimizing the resistance that occurs when fluid flows towards the turbine housing and rotates the turbine optimally. …”
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Factors Affecting Labour Productivity in Manufacturing Enterprises by Zbigniew Gołaś

“…The article presents the results of the analysis of the factors influencing labour productivity in the manufacturing business sector in 2004–2008. Labour productivity was analyzed in the context of the assets productivity, technical equipment of work, labour intensity of production, wages, value added and depreciation costs, and using linear stepwise regression. …”
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CONSIDERATIONS ON AGRICULTURAL PRODUCT QUALITY MANAGEMENT by Ion CERTAN

“…This situation urges us to amplify and intensify the study of the factors influencing the quality management of agro-food products in the hope that we will suggest some proposals regarding the increase of the quality of the agro-food products and ensuring the competitiveness of the agricultural sector in the value chain specific to the conditions of internationalization and globalization of human activity.…”
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The Interaction between the Plane Wave and the Plate with Limited Height in Soil by N.A. Lokteva, V.N. Paimushin, D.O. Serdyuk, D.V. Tarlakovskii

“…To solve this task, all functions have been expanded in trigonometric series that allowed to obtain potential values in the coefficients of the series. …”
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Evaluation of respiratory effects of occupational exposure to pesticides by M Neghab, M Darvish, N Safdari

“…Results: Significant decrements were noted in some parameters of pulmonary function after exposure. Similarly, mean values of all parameters of pulmonary function, both prior to and after exposure were significantly lower than those of referent individuals. …”
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