Automated classification of epileptic seizures using modified one-dimensional convolution neural network based on empirical mode decomposition with high accuracy by Ibtihal Hassan Elshekhidris, Magdi B. M. Amien, Ahmed Fragoon

“…We used the stationary wavelet transform with mother function symlet2 for denoising EEG signal and used the empirical mode decomposition for signal decomposition. After that, features extraction step is necessary when used the support vector machine and artificial neural network, but when use the convolution neural network the features are extracted by layers.Results: The highest value of a classification accuracy was 100%, and a sensitivity 100%, a specificity 100%, and a precision 100%, which appeared five times when using the one-dimensional convolution neural network after empirical mode decomposition method.Conclusions: The efficiency of the three methods has been compared and evaluated by using four metrics: Accuracy, Sensitivity, specificity, and Precision, and the result showed the one-dimensional convolution neural network is the best method for classification with empirical mode decomposition.…”
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Normally Off AlGaN/GaN MIS-HEMTs with Self-Aligned p-GaN Gate and Non-Annealed Ohmic Contacts via Gate-First Fabrication by Yinmiao Yin, Qian Fan, Xianfeng Ni, Chao Guo, Xing Gu

“…This study introduces an enhancement-mode AlGaN/GaN metal-insulator-semiconductor high-electron-mobility transistor (MIS-HEMT) featuring a self-aligned p-GaN gate structure, fabricated using a gate-first process. …”
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Rationale for the post-harvest processing of leaf mass of agricultural crops using microwave radiation by L. P. Pestova, E. I. Vinevsky, A. V. Chernov

“…For the post-harvest processing of plantain leaves, a combined drying method is recommended, where in the first phase the leaves are treated with microwave radiation for 2,0–2,5 minutes, depending on the thickness of the leaf layer, and then in the second phase under natural conditions for 8 hours. …”
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Comparison of Various Nitriding Process of M 50 NiL Steel by B. Venkatesh, C. Antil Kumar Reddy, M.S.K. Deepak, M. Roy

“…Microstructural characteristics, mechanical properties, sliding wear response in unidirectional and reciprocation mode were evaluated. The results reveal formation of compound layer in gas and plasma nitrided samples. …”
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Transport models for predicting spontaneous ignition of pressurized hydrogen released into a tube by Gang Luo, Wenping Zhang, Zixuan Yang, Lijing Zhang, Jinfeng Zhang

“…The transport model has been demonstrated to significantly influence the mixing of hydrogen and oxygen within the boundary layer, as well as ignition and flame development: viscous transport models can assist in the hydrogen-oxygen mixing at the boundary layer and reduce the critical burst pressure. …”
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Fast Analysis of Multi-Layered Anisotropic Electromagnetic Propagation Based on Z-Transform Finite-Difference Time-Domain Method with Scale-Compressed Technique by Yuxian Zhang, Yilin Kang, Xiaoli Feng, Lixia Yang, Zhixiang Huang

“…On first place, considering constitutive relationship between electromagnetic fields (E, H) and fluxes (D, B), Z-transform is employed to the anisotropic Maxwell’s curl equations for completing discrete-time form, and then the transverse wave vectors are exploited along a single direction to design the electromagnetic numerical differential process. After that, with the analysis corresponding flow chart, the plane waves are employed with different modes such as transverse electromagnetic, transverse electric, and transverse magnetic to detect the specific propagation. …”
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The Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST): instrument design and signal processing by V. Michaud-Belleau, M. Gaudreau, J. Lacoursière, É. Boisvert, L. Ravelomanantsoa, D. D. Turner, L. Rochette

“…Due to the form of the radiative transfer equation, thermodynamic profiles can only be retrieved with low to moderate vertical resolution but with sufficient accuracy and temporal resolution to help fill the current boundary layer observational gap. This paper provides a detailed description of the ASSIST design and near-real-time processing algorithm producing the calibrated radiance spectra that are useful in a variety of applications.…”
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Development of mathematical model of oscillatory processes at turning of materials with reverse hardness distribution by V. E. Ovsyannikov, E. M. Kuznetsova, R. Yu. Nekrasov, S. Yu. Titskaja

“…Cutting forces were determined taking into account the shape and nature of chip formation, the value of technological modes and processing conditions. As the material to be machined, the authors considered the cast iron with a layer hardened by diffusion alloying. …”
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Ultra-Low-Loss Hollow-Core Anti-Resonant Fiber Combining Double-Tube Nesting and a Single-Layer Anti-Resonant Wall by Xingtao Zhao, Mu Wang, Wenke Zhang, Jinlong Luo, Chang Liu, Sai Liu, Juncheng Li

“…This study innovatively presents a hollow-core anti-resonant fiber integrating double-tube nesting and a single-layer anti-resonant wall. Featuring an exclusive two-layer cladding configuration along with an outer cladding circular ring, it differs significantly from traditional fibers. …”
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A Study of the Flexural Performance of Fiber-Reinforced Anchored Shotcrete Single-Layer Lining in a Hard Rock Tunnel Based on the Thickness Ratio by Mengjun Wu, Zuliang Zhong, Miao Xu, Xuebing Hu, Kaixin Zhu, Peng Cao

“…The tests employed 3D digital image correlation technology to record and analyze the deformation and failure process of the specimens, and the calculation method of single-layer lining flexural stiffness was modified. …”
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Method of investigating thermal fluctuation processes in problems of diagnostics and prediction of insulating materials by Marina N. Dubyago, Nikolay K. Poluyanovich, Vyacheslav Kh. Pshikhopov

“…A method for investigating thermal fluctuation processes based on the layered temperature sensors in PCL is developed and justified. …”
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Avrupalılaşma Sürecinde AB Çevre Politikası ve Yerindenlik İlkesi by Sencer Çörtoğlu

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Three‒Dimensional Numerical Simulation of the Breaching Process of Landslide Dams with Heterogeneous Structures by HU Xianrui, PENG Ming, FU Xiaoli, YANG Ge, ZHU Yan, SHI Zhenming, ZHANG Gongding

“…For vertically heterogeneous dams, the breach process was susceptible to the configuration of layered materials. …”
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INFLUENCE OF LASER PROCESSING ON STRUCTURAL – PHASE COMPOSITION OF SPRAYED Ni–Cr–B–Si COATINGS by N. V. Spiridonov, I. O. Sokorov, A. V. Kudina

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Quality Control Analysis of Painting Results in Steel Construction Projects Using Statistical Quality Control Methods and Failure Mode Effect Analysis at PT. BSB by Abrori Romadhoni, Said Salim Dahdah

“…Keywords: Failure Mode Effect Analysis (FMEA), Painting Process Analysis, Statistical Quality Control (SQC)…”
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Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing by Wang Hanning, Xu Weixiang, Jiulin Yang, Lili Wei, Jia Chaolong

“…In this paper, we gave architecture of layered smart transportation about data processing, and we formalized the description about continuous query over smart transportation data Skyline. …”
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Optimization and transfer of robust primary drying protocols for biopharmaceuticals through lyophilization process modeling by Brecht Vanbillemont, Andrea Arsiccio, Tim Menzen, Andrea Hawe

“…An iterative approach to collect process knowledge was conducted by updating the dried layer resistance estimates while verifying the design space. …”
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Dynamic Process of Dry Snow Slab Avalanche Formation: Theory, Experiment and Numerical Simulation by Peng Yue, Binbin Pei, Jie Zhang, Ning Huang

“…The formation of avalanches is the consequence of a series of fracture processes in the snowpack, which is usually induced by the failure of a weak layer underlying a snow slab layer. …”
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Wear resistance of structural steels carbonitrated by the separate method by M.S. Stechyshyn, O.V. Dykha, D.V. Zdorenko, E.G. Oleksandrenko

“…The article investigates the influence of technological modes of separate carbonitriding of carbon steels on the thickness and microhardness of the hardened layer. …”
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INCREASE OF RUNNING ABILITIES OF WOODCUTTING KNIFES BY THE COMBINED METHOD OF APPLICATION VACUUM STRENGTHENING COVERINGS AND MAGNETIC-PULSE PROCESSING by A. V. Alifanov, A. S. Demyanchik, A. A. Lyakh, A. M. Milyukova

“…Influence of modes of vacuum spatter of strengthening coverings (in particular titanium nitride) on steel samples and magnetic-pulse processing of these coverings on durability of adhesive bindings of the applied covering with bottom layer (steel sample) is studied. …”
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