Comprehensive Evaluation of Techniques for Intelligent Chatter Detection in Micro-Milling Processes by Guilherme Serpa Sestito, Wesley Angelino De Souza, Alessandro Roger Rodrigues, Maira Martins Da Silva

“…The performance of several ML classifiers is compared in each feature reduction stage with the Deep Learning algorithm. The results discuss the need for applying complex algorithms since the accuracy and F1-score indices presented similar values regardless of the number of features. …”
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Sentinel lymph node biopsy in patients with breast cancer. Experience in implementing at the regional level. Priority issues by A. Yu. Vorontsov, A. N. Volodin, M. A. Kurochkina, V. V. Radovskiy, T. V. Burova, S. V. Gamayunov

“…We present the implementation algorithm for this procedure into routine clinical practice and evaluate short-term results.Results. …”
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Deep learning based detection of silicosis from computed tomography images by Hamit Aksoy, Ümit Atila, Sertaç Arslan

“…The performance of the six algorithms examined in the study is compared, and the algorithm with the best performance is recommended. …”
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Respiratory-Kinesiological Rehabilitation in the Early Periods after Cardiosurgical Interventions by G. P. Plotnikov, Ye. V. Malakhov, B. L. Hayes, Ye. V. Grigoryev, L. S. Barbarash

“…Objective: to substantiate an algorithm for early respiratory-kinesiological rehabilitation used in the multimodality treatment of cardiosurgical patients developing multiple organ dysfunction syndrome (MODS). …”
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FRANet: A Feature Refinement Attention Network for SAR Image Denoising by Shuaiqi Liu, Yu Lei, Qi Hu, Ming Liu, Bing Li, Weiming Hu, Yu-Dong Zhang

“…The denoising time is also too long. Since most of the denoising algorithms based on deep learning use simulated images for model training, it is difficult to effectively suppress speckle noise in the real SAR image while a balance between denoising and detail preservation cannot be achieved. …”
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Psychological and pedagogical support of future teachers of preschool education institutions: informative content by Dikhtiarenko Stanislava

“…The approaches on which the psychological and pedagogical support is based are revealed, such as: reflexive; axiological; competence approaches. An algorithm for the implementation of psychological and pedagogical support of future teachers of preschool education institutions is presented. …”
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Similar Instances Reuse Based Numerical Control Process Decision Method for Prismatic Parts by Changhong XU, Shusheng ZHANG, Jiachen LIANG, Rui HUANG, Rong BIAN

“…In addition, the existing NC process decision methods, such as the genetic algorithm, ant colony algorithm, and particle swarm algorithm, have not been combined with the reuse approach. …”
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Brainprint based on functional connectivity and asymmetry indices of brain regions: A case study of biometric person identification with non‐expensive electroencephalogram headsets... by Jordan Ortega‐Rodríguez, Kevin Martín‐Chinea, José Francisco Gómez‐González, Ernesto Pereda

“…Abstract Brain‐computer interface applications for biometric person identification have increased their interest in recent years since they are potentially more secure and more difficult to counterfeit than traditional biometric techniques. …”
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The Road to 2030: Evaluating Europe’s Progress on Sustainable Ecosystem Protection and Restoration by Daniela Firoiu, George H. Ionescu, Cerasela Pîrvu, Ramona Pîrvu, Cristian Mihai Cismaș, Melinda Petronela Costin

“…Using official data from Eurostat, this study applies the AAA (Holt–Winters) exponential smoothing algorithm to analyze trends in key indicators from 2011 to 2021 and project these trends to 2030. …”
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Early Prediction of Cardio Vascular Disease (CVD) from Diabetic Retinopathy using improvised deep Belief Network (I-DBN) with Optimum feature selection technique by T. K. Revathi, B. Sathiyabhama, S Kaliraj, Vidhushavarshini Sureshkumar

“…The disease prevalence rate becomes higher since there is an inadequate system/model for predicting CVD at an earliest. …”
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Selecting Optimal Feature Set in High-Dimensional Data by Swarm Search by Simon Fong, Yan Zhuang, Rui Tang, Xin-She Yang, Suash Deb

“…Many feature subset selection algorithms have been proposed in the past, but not all of them are effective. …”
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A Novel Artificial Bee Colony Approach of Live Virtual Machine Migration Policy Using Bayes Theorem by Gaochao Xu, Yan Ding, Jia Zhao, Liang Hu, Xiaodong Fu

“…Green cloud data center has become a research hotspot of virtualized cloud computing architecture. Since live virtual machine (VM) migration technology is widely used and studied in cloud computing, we have focused on the VM placement selection of live migration for power saving. …”
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Computation of Pressure Fields around a Two-Dimensional Circular Cylinder Using the Vortex-In-Cell and Penalization Methods by Seung-Jae Lee, Jun-Hyeok Lee, Jung-Chun Suh

“…The Vortex-In-Cell (VIC) method, which is based on the vorticity-velocity formulation, offers particle-mesh algorithms to numerically simulate flows past a solid body. …”
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Nonlinear Visible Light Communications Broadcast Channel Precoding: A New Solution for In-flight Systems by Dario Tagliaferri, Andrea Matera, Carlo Capsoni, Umberto Spagnolini

“…Constraints are the complexity of the hardware and the integration into commercial devices (smartphones, tablets, etc.). Since nominal lighting is constrained by LEDs saturation, here we adapt the Tomlinson–Harashima precoding algorithm to the on-board VLC scenario and demonstrate its definite improvement on channel capacity with respect to the unprecoded case and also to the zero-forcing precoding one. …”
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AN ORDER-P TENSOR MULTIPLICATION WITH CIRCULANT STRUCTURE by Itsar Mangngiri, Qonita Qurrota A’yun, Wasono Wasono

“…Finally, based on the obtained results, an algorithm is constructed in MATLAB to calculate the -product.…”
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Mycophenolate Mofetil and Clostridium difficile-associated Colitis by A. I. Dolgushina, A. A. Selyanina, E. A. Mezenceva, A. G. Vasilenko, L. I. Pozdeeva, L. Yu. Zhuravleva, E. R. Olevskaya, E. A. Fedorova

“…The case presented illustrates the clinical picture and diagnostic algorithm in MMF-associated colitis. The case-distinctive is association with C. difficile infection.…”
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Research of the factorial knowledge assessment paradigm efficiency illustrated by an example of testing students in the automatic control theory by Rudolf A. Neydorf, Elena N. Obukhova

“…An algorithm for constructing test materials and the test results evaluation techniques that allow combining high estimate rate and test objectivity are developed. …”
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Revisiting the "satisfaction of spatial restraints" approach of MODELLER for protein homology modeling. by Giacomo Janson, Alessandro Grottesi, Marco Pietrosanto, Gabriele Ausiello, Giulia Guarguaglini, Alessandro Paiardini

“…This program implements the "modeling by satisfaction of spatial restraints" strategy and its core algorithm has not been altered significantly since the early 1990s. …”
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Fractional-Order Predictive Functional Control of Industrial Processes with Partial Actuator Failures by Min-Ying Li, Kang-Di Lu, Yu-Xing Dai, Guo-Qiang Zeng

“…The comprehensive simulation results demonstrate the performance of the proposed control method by comparing with a recently developed predictive functional control, genetic algorithm, and particle swarm optimization-based versions in terms of four performance indices.…”
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Optimal PMU Placement Considering with HVDC Links and Their Voltage Stability Requirements by Milad Dalali, Hosein Kazemi Karegar

“…Hence, OPP solution is obtained considering both integrated and islanded operation modes of the network with the presence of HVDC links and their voltage stability considerations. Since, the location of HVDC could simultaneously affect on the network voltage stability and OPP results, the proposed algorithm is designed as a multi stage method to obtain optimal locations for both HVDC link and PMUs. …”
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