Unsupervised feature selection based on generalized regression model with linear discriminant constraints by Xiangguang Dai, Mingyu Guan, Facheng Dai, Wei Zhang, Tingji Zhang, Hangjun Che, Xiangqin Dai

“…Abstract Unsupervised feature selection (UFS) methods play a crucial role in improving the efficiency of extracting relevant information and reducing computational complexity in the context of big data analysis. …”
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THE USE OF GENETIC RESOURCES TO INCREASE THE EFFICIENCY OF POTATO BREEDING by E. A. Simakov, V. A. Zharova, A. V. Mityushkin, V. A. Biryukova, E. V. Rogozina, S. D. Kiru

“…This provides the possibility to identify transgressive recombinants and increases the efficiency of selection of new promising varieties with different maturity and target use.…”
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IMPROVEMENT METHODICAL BASES COMPLEX ECONOMIC ANALYSIS OF THE BUILDING ENTERPRISE by R. T. Ismailov, N. F. Navruzbevova

“…It is considered and elaborated contents and intercoupling main stage undertaking the complex economic analysis external and internal ambience of the building enterprise as the main means for reception lacking for decision making of information, all-round, packed and holistic reflecting condition and efficiency to economic activity of the building enterprise. …”
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Economic efficiency of breeding and seed production in vegetable crops by A.N. Chuprov, D.S. Novikov, S.S. Pronin

“…At All-Russian Research Institute of Vegetable Breeding Production where the results of this complex system work can be exemplified. Cost efficiency of selection and seed production is analyzed, and methods of its perfection are offered. …”
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Persian Learners Mastering Kanji: Strategies, Use, and Efficiency by Zeinab Shekarabi, Fatemeh Tajfirooz

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Time Complexity of Training DNNs With Parallel Computing for Wireless Communications by Pengyu Cong, Chenyang Yang, Shengqian Han, Shuangfeng Han, Xiaoyun Wang

“…Since practical wireless systems require retraining due to operating in open and dynamic environments, it is crucial to analyze the factors affecting the training complexity, which can guide the DNN architecture selection and the hyper-parameter tuning for efficient policy learning. …”
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UNSTABLE CRITICAL EQUILIBRIUM IN THE DYNAMICS OF COMPLEX STRUCTURED POPULATION OF STURGEON by V. A. Dubrovskaya, T. N. Solovieva, A. Yu. Perevaryukha

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Radio Frequency Link and User Selection Algorithm for 5G Mobile Communication System by Zhengnan Lv, Zhenghao Xi

“…The scheme aims to maximize the system spectral efficiency and introduces the net spectral efficiency as a bridge to decouple the analogy precoding design from the digital precoding design, thus significantly reducing the computational complexity. …”
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From Research Project to Research Portfolio: Meeting Scale and Complexity by Jonathan Linton, Nicholas Vonortas

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Complexity of reference consultations for undergraduate and graduate students in an academic library by Naděžda Firsová, Jana Hinke, Luboš Smutka

“…It is also shown that information resources are used consistently, with usage patterns reflecting the complexity of users’ assignments and questions. …”
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Influence of Mining Layout on Efficiency of NRE Drill Rig by Vječislav Bohanek, Paulo Pleše, Sibila Borojević Šoštarić, Ruža Purkić, Ema Vokić

“…This decision directly influences the efficiency, safety, and economic viability of a mining operation. …”
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Biopharmaceutical Characterization and Stability of Nabumetone–Cyclodextrins Complexes Prepared by Grinding by David Klarić, Željka Soldin, Anna Vincze, Rita Szolláth, György Tibor Balogh, Mario Jug, Nives Galić

“…The complexation was confirmed by differential scanning calorimetry (DSC), powder X-ray diffraction (PXRD), and attenuated total reflectance Fourier-transformed infrared spectroscopy (ATR–FTIR). …”
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Efficiency of rehabilitation treatment of patients with post-COVID syndrome by A. A. Zuikova, D. Yu. Bugrimov, O. N. Krasnorutskaya

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EXPERIMENTAL STUDY OF FURCATION AREA AND PROSPECTS OF ITS COMPLEX TREATMENT by Yu.V. Sidash, O.P. Kostyrenko, V.N. Petrushanko

“…Among the number of unsolved tasks, there is question about furcation areas and in particularly their antiseptic treatment and obturation in the complex treatment of chronic apical periodontitis of multi-rooted teeth. …”
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SURGICAL METHODS IN THE COMPLEX TREATMENT OF ORTHOPEDIC PATIENTS IN PERMANENT BITE by V. І. Kutsevliak, О. V. Liubchenko, Yu. H. Danilova, V.V. Starikov

“… The article presents the experimental and clinical substantiation of new solutions in orthodontics improving the efficiency and reducing the time of orthodontic treatment of patients in permanent occlusion combined method, by applying corticotomy and devices of its own design, building on mini implants, with the use of physical factors and medicines. …”
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Explainable AI: Efficiency Sequential Shapley Updating Approach by Ovanes Petrosian, Jinying Zou

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Design and Optimization of an Integrated Visible Light Communication and Localization System Using Liquid Crystal Based-RIS Receivers by Raphael Ahiaklo-Kuz, Sylvester Aboagye, Omar Maraqa, Telex M. N. Ngatched

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Integrating graph and reinforcement learning for vaccination strategies in complex networks by Zhihao Dong, Yuanzhu Chen, Cheng Li, Terrence S. Tricco, Ting Hu

“…This method is particularly effective in complex environments, where traditional strategies might not be efficient or scalable. …”
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High-Performance Parallel Simulation of Airflow for Complex Terrain Surface by Kenji Ono, Takanori Uchida

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Quality Attributes and Complex Assessment Methodology of the Asphalt Mixing Plant by Henrikas Sivilevičius, Edmundas Kazimieras Zavadskas, Zenonas Turskis

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