Approximate Accuracy Approaches to Attribute Reduction for Information Systems by Deshan Liu, Dapeng Wang, Deqin Yan, Yu Sang

“…In order to evaluate the importance of an attribute effectively, a novel algorithm with rigorous theorem is proposed. Experiments show the effect of proposed algorithm.…”
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E-commerce Service Chatbot Application Design using KNN and Random Forest Methods by Fardan Zamakhsyari

“…In response to this need, the researcher has developed a chatbot application aimed at improving customer service, employing machine learning techniques with the KNN and Random Forest algorithms. To assess the application's viability, the chatbot's results undergo an accuracy test, revealing a satisfactory accuracy value of 71.4%, thereby affirming its feasibility. …”
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On Disturbance Rejection for a Class of Nonlinear Systems by Wei Wei

“…For advanced system requirements, sophisticated control algorithms are necessary for the nonlinear systems with uncertainties and disturbances. …”
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A Review of Integration Strategies to Support Gene Regulatory Network Construction by Hailin Chen, Vincent VanBuren

“…Basically, the process of integration of different data sources is divided into two phases: the first phase is collection of the required data and the second phase is data processing with advanced algorithms to infer the GRNs. In this paper these two phases are called “structural integration” and “analytic integration,” respectively. …”
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Output Feedback Control for Couple-Group Consensus of Multiagent Systems by Huanyu Zhao, Hongbiao Zhou, Zhongyi Tang

“…We obtain two necessary and sufficient conditions of couple-group consensus in different forms for each case. Two different algorithms are used to design the control gains for continuous- and discrete-time case, respectively. …”
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Recent Developments in Maximum Power Point Tracking Technologies for Photovoltaic Systems by Nevzat Onat

“…In this study, the various aspects of these algorithms have been analyzed in detail. Classifications, definitions, and basic equations of the most widely used MPPT technologies are given. …”
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Taking into account the lens geometric distortion during accumulation of blurred star images in an astro-inertial attitude sensor by S. N. Vasilyuk

“…This approach makes it possible to preserve the structure of the subpixel accumulation and star detection algorithms previously obtained for an ideal image. An example of allowing for the radial distortion parameters obtained by calibrating a real camera is given.…”
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Distributed Energy-Efficient Approaches for Connected Dominating Set Construction in Wireless Sensor Networks by Najla Al-Nabhan, Mznah Al-Rodhaan, Abdullah Al-Dhelaan

“…This approximation outperforms the existing distributed CDS construction algorithms.…”
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Multi-Agent Maritime Traffic Simulator by Luka Grgicevic

“…This simulator is designed to support research on centralised game-theoretical algorithms for maritime traffic management. It supports an arbitrary number of vessels and land masses import. …”
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A New Legendre Spectral Galerkin and Pseudo-Spectral Approximations for Fractional Initial Value Problems by A. H. Bhrawy, M. A. Alghamdi

“…Illustrative examples are presented to ensure the high accuracy and effectiveness of the proposed algorithms are discussed.…”
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Pulse engineering via projection of response functions by Nicolas Heimann, Lukas Broers, Ludwig Mathey

“…We demonstrate this approach, and compare it to the standard GRAPE algorithm, for the example of a quantum gate on two qubits, demonstrating a clear improvement in convergence and optimal fidelity of the generated protocol.…”
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Adaptive Control Allocation in the Presence of Actuator Failures by Yu Liu, Luis G. Crespo

“…Two adaptive control allocation algorithms, guaranteeing closed-loop stability and asymptotic state tracking when partial and total loss of control effectiveness occur, are developed. …”
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Decomposition Methods for Solving Finite-Horizon Large MDPs by Bouchra el Akraoui, Cherki Daoui, Abdelhadi Larach, khalid Rahhali

“…Conventional algorithms for solving Markov decision processes (MDPs) become intractable for a large finite state and action spaces. …”
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The Application of Immersive Interactive Technology in Animation Teaching by Zhiying Sun, Jing Liu

“…In the light processing of animation teaching, this paper uses four-step phase shift and PCA algorithm to process the interference fringes with vibration effects collected by the CCD camera. …”
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Measuring Chern–Simons level k by braiding $$SU(2)_k$$ S U ( 2 ) k anyons by Artem Belov, Andrey Morozov

“…However, most discussed are the questions of using materials with known parameters and building corresponding quantum gates and algorithms. In this paper we discuss opposite problem of finding Chern–Simons level k in the unknown material. …”
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An Integer Linear Programming Model for Partially Ordered Sets by Elsayed Badr, I.M. Selim, Hoda Mostafa, Hala Attiya

“…Linear programming is an important approach that is used to represent a large class of combinatorial optimization problems. The simplex algorithm is one of the algorithms for solving linear programming problems with exponential time complexity. …”
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Delay-Range-Dependent Stability Criteria for Takagi-Sugeno Fuzzy Systems with Fast Time-Varying Delays by Pin-Lin Liu

“…By developing delay decomposition approach, integral inequalities approach (IIA), and Leibniz-Newton formula, the information of the delayed plant states can be taken into full consideration, and new delay-dependent sufficient stability criteria are obtained in terms of linear matrix inequalities (LMIs) which can be easily solved by various optimization algorithms. Simulation examples show resulting criteria outperform all existing ones in the literature. …”
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Internal risk assessment of development and implementation of the state programs by A. I. Denisova

“…The software implementation of the algorithms for the formation and evaluation of the program plan was carried out in the form of software developed by the author in the Python.…”
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Consensus of Nonlinear Complex Systems with Edge Betweenness Centrality Measure under Time-Varying Sampled-Data Protocol by M. J. Park, O. M. Kwon, E. J. Cha

“…By construction of a suitable Lyapunov-Krasovskii functional, the consensus criterion for such systems is established in terms of linear matrix inequalities (LMIs) which can be easily solved by various effective optimization algorithms. One numerical example is given to illustrate the effectiveness of the proposed methods.…”
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COMPETENCES AND OUTCOMES OF LEARNING: THE LOGIC OF THEIR REPRESENTATION IN EDUCATIONAL PROGRAMMES by Elena G. Yelina, Elena N. Kovtun, Svetlana E. Rodionova

“…The article brings up the issues that got their shape in the process of this work and it also puts forward some suggestions on possible algorithms of the formulation of educational outcomes and the criteria of their assessment which could fit all the levels of Philological training, on the basis of methodological findings of the TUNING international project (“Tuning educational structures in Europe”).…”
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