Music Emotion Detection Using Hierarchical Sparse Kernel Machines by Yu-Hao Chin, Chang-Hong Lin, Ernestasia Siahaan, Jia-Ching Wang

“…The first-level decision vector is used as the feature with conventional radial basis function kernel. …”
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Towards a Framework for Anti-corruption and Improved Procurement Governance in Uganda .The Role of Administrative Efficiency. by BC, Basheka, C J, Auriacombe

“…Public procurement has been and remains a core function of the public sector. When it is managed effectively and efficiently, it can contribute immensely towards attaining good governance within the now-complex public sector systems. …”
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Coopérer en matière de programmation artistique : Une nécessité qui suppose un changement de paradigme by Céline Schall, Hermann Lugan

“…While the tool is based on an a priori simple, "common sense" idea, it raises practical, as well as philosophical and ethical questions that presuppose a completely different organization of the sector and a profound change in the values, ways of thinking and even ethos of the players involved. …”
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Software Implementation of the Epps-Pulley Criterion in Matlab Modeling Environment by A. A. Tipikin, A. A. Prusakov, N. A. Timoshenko

“…We implemented the calculation of Epps-Pulley statistics by two methods – classical, using cycles, and matrix-vector, using linear algebra operations. The classical method requires calculating the intermediate values necessary to obtain the criterion statistics using two independent cycles, the second cycle being a double one, in which one cycle is nested into the other. …”
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Estimating Energy Consumption During Soil Cultivation Using Geophysical Scanning and Machine Learning Methods by Jasper Tembeck Mbah, Katarzyna Pentoś, Krzysztof S. Pieczarka, Tomasz Wojciechowski

“…Three machine learning algorithms were tested: support vector machines (SVMs), multilayer perceptron (MLP), and radial basis function (RBF) neural networks. …”
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THE RENEWAL AND UPGRADE OF LEGAL REGULATION OF TELECOMMUNICATIONS IN THE EU by M. B. Kasenova

“…The choice of the strategic vector of the socio-economic development of modern states is focused on the “digital economy”, and telecommunications offer critical economic importance and commercial value. …”
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A Finite Control Set Model Predictive Control Algorithm With Low Complexity for Neutral-Point Clamped Converters With Switching Constraints by Dimas A. Schuetz, Fernanda de M. Carnielutti, Mokhtar Aly, Margarita Norambuena, Jose Rodriguez, Humberto Pinheiro

“…Afterward, a cost function is calculated for the redundancies of the chosen inverter voltage vector, aiming to balance the DC-link capacitor voltages. …”
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Statistical analysis of the established salary in small and medium enterprises by Yu. S. Pin’kovetskaya

“…The research was based on the comparison of indexes for the entrepreneurial sector and the full range of enterprises and organizations.Modeling differentiation of salaries’ values of small and medium enterprises aggregations, as well as its relationship to the values of the subsistence level was based on the development of the density function of normal distribution. …”
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Research on Classification of Rail Defects Based on Image Processing Algorithm by Mengying HUANG, Jiangping LUO, Wenxing WANG, Jingwei CAO

“…Secondly, the feature vectors of different kinds of defects were trained by support vector machine, and the optimal classification function was obtained. …”
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Dispersion Modeling of Odor Emissions from Area Sources in a Municipal Wastewater Treatment Plant by Cristian Constantin, Cristina Modrogan, Annette Madelene Dancila, Georgeta Olguta Gavrila, Simona Mariana Calinescu, Alexandru Cirstea, Valeriu Danciulescu, Gheorghita Tanase, Gabriela Geanina Vasile

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Reproducibility of Retinal Nerve Fiber Layer and Macular Thickness Measurement by Spectral Domain Optical Coherence Tomography by A. K. Sood, R. O. Paliwal, R. Y. Mishra

“…In RNFL thickness, temporal sector shows the worst reproducibility as compared to other sectors. …”
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NEW WAVEGUIDE METHOD FOR DIELECTRIC PARAMETER MEASUREMENT by Andrey D. Grigoriev

“…Minimization of this function by varying dielectric parameters makes it possible to find real values of these parameters. …”
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基于支持向量回归机的连杆机构模糊稳健设计 by 任丕顺, 宋辉煌

“…Aiming at the synthesis problem of four bar linkage mechanism for generating function,the analysis of the influence of random disturbing factors on the movement accuracy of mechanism is analyzed,and the model for fuzzy-robust design optimization is presented.The support vector regression（SVR） is used as a surrogate model for computing the values of nonlinear functions such as fuzzy probability,and then the computational efficiency of fuzzy-robust design optimization is distinctly improved.The arithmetic steps of proposed method are introduced.The design example shows that this method is able to make the movement accuracy of mechanism match up to the tolerance of each linkage in reason,so it is effective in engineering application.…”
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The relationship between the inflation rate and the unemployment rate in Poland and their long-term associations with selected macroeconomic variables by Jan Koterwa, Hubert Kycia, Anna Czapkiewicz

“…There is one long-run relationship between the factors studied. Both the values of the VECM model parameters and the results of the impulse response function indicate that there is a negative relationship between inflation and unemployment in the short term. …”
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Variational quantum Hamiltonian engineering by Benchi Zhao, Keisuke Fujii

“…In this work, we propose a variational quantum algorithm called variational quantum Hamiltonian engineering (VQHE) to minimize the Pauli norm of a Hamiltonian, thereby reducing the overhead for expectation value estimation and Hamiltonian simulation. We first develop a theoretical framework that transforms the Pauli norm minimization problem into a vector l_{1}-norm minimization problem. …”
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Neural network method of the decision Of the nonlinear problem of optimum distribution of the non-uniform resource by A. A. Zhuk, V. M. Buloichyk

“…Neural network method is characterized by that on inputs mentioned RNN the entrance vector of values of parameters of optimized nonlinear criterion function of a problem of distribution of a non-uniform resource moves, calculation of values of weight factors connected among themselves neurons is carried out and signal RNN is formed. …”
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An Effective ABC-SVM Approach for Surface Roughness Prediction in Manufacturing Processes by Juan Lu, Xiaoping Liao, Steven Li, Haibin Ouyang, Kai Chen, Bing Huang

“…Kernel function and loss function are Gaussian radial basis function and ε-insensitive loss function, respectively. …”
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Elements of artificial intelligence in a predictive personalized model of pharmacotherapy choice in patients with heart failure with mildly reduced ejection fraction of ischemic or... by O. A. Osipova, A. V. Kontsevaya, V. V. Demko, E. V. Gosteva, A. A. Komisov, А. A. Kuzub, A. V. Serdyukova, A. S. Brizhaneva, R. N. Shepel, O. M. Drapkina

“…The result of this function is a parameter vector: AL, TNF-α, MMP-9, SI and quality of life (QOL). …”
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The THE ROLE OF INTERNAL AUDIT IN PROMOTING ORGANISATIONAL ETHICS AND INTEGRITY by Josephine Eyra Geraldo

“…The findings reveal that internal audit possesses significant but underleveraged potential in promoting ethical culture and values. Key barriers include insufficient support from top management, inadequate resources, weak integration of ethics into audit planning, and pervasive negative perceptions of the audit function. …”
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Comparison of theoretical and experimental investigation of protonation process of some thiones in acid media by Mirjana S. Jankulovska, Vesna Dimova, Ilinka Spirevska, Milena Jankulovska

“…The dissociation constants of protonated forms (pKBH + ) and the solvation parameter m* values were calculated in accordance with "excess acidity" function method (Cox and Yates) using the absorbance data from the experimental and reconstructed spectra (Characteristic Vector Analysis (CVA)). …”
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