Overview of Deep Learning Algorithms and Optimizers for Brain Tumor Segmentation by Nisha Purohit, Chandi Prasad Bhatt

“…This review focuses on analyzing different deep learning architectures and explores their performance when optimized using different optimizers. …”
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Tuning and Comparison of Optimization Algorithms for the Next Best View Problematic by Everardo Shain-Ruvalcaba, Efrain Lopez-Damian

“…The retrievement of the scene was made on an iterative process, and three different optimization methods were tuned and tested: Nelder-Mead, an Evolution Strategy, and Simulated Annealing. …”
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THE DEVELOPMENT AND VALIDATION OF IDENTIFICATION METHODS OF LORATADINE TABLETS by D. B. Korobko, O. B. Poliak, L. S. Logoida, N. O. Zarіvna, O. V. Sem’ianіv

“…Therefore, to identify loratadine in tablets TLC method can be used. It was established that the most optimal values of the coefficient of mobility are observed when using mobile phase: chloroform-acetone, 8:2. …”
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Prevention and resolution of constitutional conflicts: concept and methods by Irina A. Tretyak

“…The article is devoted to different methods of constitutional conflicts resolution, classification of constitutional conflicts, genesis of constitutional conflict diagnostics theory as a system of different measures for constitutional conflicts prevention.The purpose of the article is to confirm or disprove hypothesis that methods of constitutional conflicts resolution and prevention may be classified by different bases.The methodology of the study includes general scientific methods (analysis, synthesis, description) as well as sociological and economic approaches. …”
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Minimum delay algorithm based on time aggregated graph in DTN network by Peng WANG, Hong-yan LI, Tao ZHANG, Peng-yun LI

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Random uncertain motor parameters identification combining fourth-order moment and trust region by Wengui Mao, Congcong Liao, Jie Guo, Xuemei Wu, Jianhua Li

“…In the framework, the inner layer calculates the cumulative probability under different motor performance response thresholds based on the fourth-order moment method, and obtain the probability density function of the calculated motor performance response. …”
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A Comparative Study on Sideband Optimization in Time-Modulated Arrays by Ertugrul Aksoy, Erkan Afacan

“…A comparative analysis of the three different methods known as sideband level suppression (SBL), sideband radiation suppression (SR), and sideband bound suppression (SB) which are used in sideband calculations for time-modulated arrays (TMAs) is presented. …”
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Experimental Study on Characteristics of Bubble Point Pressure of Double-Layer Metal Screen by LIN Yilin, WANG Ye, CHEN Chengcheng, CAI Aifeng, YANG Guang, WU Jingyi

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Compensatory Analysis and Optimization for MADM for Heterogeneous Wireless Network Selection by Jian Zhou, Can-yan Zhu

“…One of the major challenges for seamless mobility is the creation of a network selection scheme, which is for users that select an optimal network with best comprehensive performance between different types of networks. …”
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Methodology for Analyzing Powder-Based Fire Extinguishing and Its Optimization by Amir Shalel, David Katoshevski, Tali Bar-Kohany

“…Notably, the relation exhibits three different zones, each influenced by different governing mechanisms of combustion inhibition, providing critical insights into optimizing powder-based extinguishing systems. …”
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Interpolation Polynomial Approximation for the Optimal Teaching of Employing Educational Technologies in Traditional Education of Mathematics by Kamal Nozad, Mohsen Rostamy-Malkhalifeh, Mohammad Maghasedi, Hamid Rasouli

“…These two methods were employed for different educational classes in some high schools of Karaj city.  …”
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STARMAP: Spaceborne Target Acquisition Radar With Meta-RL Assisted Placement by Alireza Famili, Shihua Sun, Tolga Atalay, Angelos Stavrou

“…STARMAP overcomes these limitations by integrating time difference of arrival (TDOA) methods with bistatic Doppler shift evaluations. …”
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Optimal Design of Interior Permanent Magnet Synchronous Motor Considering Various Sources of Uncertainty by Giacomo Guidotti, Dario Barri, Federico Soresini, Massimiliano Gobbi

“…Different designs of a 48 slot–8 pole motor are simulated with finite element analysis, then the outputs are used to train artificial neural networks that are employed to find the optimal design with different approaches. …”
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Detection of Plants Leaf Diseases using Swarm Optimization Algorithms by Saud Abdul Razzaq, Baydaa Khaleel

“…In this paper, a new method is proposed to classify and distinguish a group of eight different plants to healthy and unhealthy based on the leaf images of these plants They are apples, cherries, grapes, peaches, peppers, potatoes, strawberries, and tomatoes using a hybrid optimization algorithm. …”
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Modelling and optimization of TPMLMs with slotted stators based on Bayesian DNN by Tao Wu, Peipei Dai, Kai Zhu, Yachao Zhu

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Channel Optimization of Marketing Based on Users’ Social Network Information by Chaolin Peng

“…We use real social network data to verify the performance of models and methods. Experiments show that the proposed model can generate appropriate seed sets and can meet different purposes of information dissemination. …”
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Optimization of Short Probe Linear Frequency Modulated Signal Parameters by Włodzimierz POGRIBNY, Tadeusz LESZCZYŃSKI

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FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency by Valerie Restat, Indra Diestelkämper, Meike Klettke, Uta Störl

“…Accordingly, the result is an optimized data cleaning pipeline. The choice of different optimization goals enables further flexibility, e.g. for environments with limited resources. …”
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Bio-Inspired Multiobjective Optimization for Designing Content Distribution Networks by Gerardo Goñi, Sergio Nesmachnow, Diego Rossit, Pedro Moreno-Bernal, Andrei Tchernykh

“…A bio-inspired evolutionary multiobjective optimization approach is applied as a viable alternative to solve realistic problem instances where exact optimization methods are not applicable. …”
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Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts by Infanta Eden M., Umashankar Vetrivel

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