Filament Type Recognition for Additive Manufacturing Using a Spectroscopy Sensor and Machine Learning by Gorkem Anil Al, Uriel Martinez-Hernandez

“…This study presents a novel approach for filament recognition in fused filament fabrication (FFF) processes using a multi-spectral spectroscopy sensor module combined with machine learning techniques. …”
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Multi-Dimensional Markov Chains of M/G/1 Type by Valeriy Naumov, Konstantin Samouylov

“…We consider an irreducible discrete-time Markov process with states represented as (<b><i>k</i></b><i>, i</i>) where <b><i>k</i></b> is an <i>M</i>-dimensional vector with non-negative integer entries, and <i>i</i> indicates the state (phase) of the external environment. …”
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Stochastic Differential Games and a Unified Forward–Backward Coupled Stochastic Partial Differential Equation with Lévy Jumps by Wanyang Dai

“…The SDGs have <i>q</i> players and are driven by a general-dimensional vector Lévy process. By establishing a vector-form It<i>o</i>-Ventzell formula and a 4-tuple vector-field solution to the unified SPDE, we obtain a Pareto optimal Nash equilibrium policy process or a saddle point policy process to the SDG in a non-zero-sum or zero-sum sense. …”
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Non-Iterative Recovery Information Procedure with Database Inspired in Hopfield Neural Networks by Cesar U. Solis, Jorge Morales, Carlos M. Montelongo

“…This algorithm is inspired by Hopfield Neural Networks (HNN), which allows the recursive reconstruction of an information vector through an energy-minimizing optimal process, but this paper presents a procedure that generates results in a single iteration. …”
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Semi-active radar systems for critical facilities monitoring and protection by A. V. Barkhatov, V. I. Veremjev, A. A. Golovkov, V. M. Kutuzov, V. N. Malyshev, O. G. Petkau, N. S. Stenjukov, M. S. Shmyrin

“…Ulyanov (Lenin) and JSC «SRI "Vector"» in this direction are given. The advantages of semi-active radar systems, the possibility of coherent processing with a large accumulation time in com.bination with the digital formation of the directional diagrams of the receiving antenna arrays, as well as prospects of application systems semi-active radar for the protection of important sites and monitoring areas, including the detection and orbital support of ground, surface and aerial objects. …”
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Momentum-Accelerated Incoherent Fourier Ptychographic Photography by Weilong Wei, Zongliang Xie, Haotong Ma, Bo Qi, Ge Ren

“…Based on the IFP algorithm, the mIFP adds momentum that is commonly used to accelerate the training of weights in a neural network. During the update process, the current vector is updated based on the downward trend of the objective function during several updates and the previous vector. …”
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Efficient Finite-Set Model Predictive Voltage Control of Islanded-Mode Grid-Forming Inverters With Current Constraints by Changming Zheng, Jiafeng Yang, Zheng Gong

“…To eliminate the state prediction process, a hybrid voltage-vector reference is first synthesized using the deadbeat principle, which enhances the steady-state performance and robustness to model mismatches. …”
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Improving Person Re-Identification Rate in Security Cameras by Orthogonal Moments and a Distance-based Criterion by Ali Dadkhah, Saeed Nasri

“…The features of Hu moment, Zernike moment in 9th order and Legendre moment in 9th order for each image are extracted and merged into a single feature vector to form a single feature vector for each image. …”
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The transmembrane isoform of Plasmodium falciparum MAEBL is essential for the invasion of Anopheles salivary glands. by Fabian E Saenz, Bharath Balu, Jonah Smith, Sarita R Mendonca, John H Adams

“…Plasmodium sporozoites that mature in midgut oocysts must traverse the hemocoel and invade the mosquito salivary glands in a process thought to be mediated by parasite ligands. …”
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Multi-Band Analog Radio-over-Fiber Mobile Fronthaul System for Indoor Positioning, Beamforming, and Wireless Access by Hang Yang, Wei Tian, Jianhua Li, Yang Chen

“…Once the beam is aligned with the target device at maximum gain and the received signal is properly processed, the EVM of millimeter-wave vector signals remains below 11%.…”
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Characteristic of Viral and Bacterial Contaminationin Objects of the Infection Hospital Environment of the Hospital for the Treatment of Patients with COVID-19 During the Pandemic... by I. A. Egorov, S. S. Smirnova, V. A. Mishchenko, I. V. Vialykh, A. Yu. Markarian, N. N. Zhuikov, S. V. Romanov, A. V. Ponomareva, I. V. Chistiakova, A. S. Kiliachina, O. Yu. Averianov, V. A. Smirnova, А. N. Bolshakova, E. V. Vernik, N. A. Pushkareva, A. V. Semenov

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THE APPLICATION OF PSO-SVM IN FAULT DIAGNOSIS OF CUTTING UNIT PLANETARY GEAR by REN Zhong, ZHANG TieShan

“…In this paper, first, a variety of failure signal of reducer is collected and the parameters of support vector machine are optimized using PSO and the optimal classifier is obtained. second the collected various signals are processed using classifier of Support Vector Machines. …”
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A Comparative Evaluation of Machine Learning Methods for Predicting Student Outcomes in Coding Courses by Zakaria Soufiane Hafdi, Said El Kafhali

“…Our results highlight the long short-term memory (LSTM) algorithm’s robustness achieving the highest accuracy of 94% and an F1-score of 0.87 along with a support vector machine (SVM), indicating high efficacy in predicting student success at the onset of learning coding. …”
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Machine learning-driven discovery of anoikis-related biomarkers in Adult T-Cell Leukemia/Lymphoma subtypes by Mohadeseh Zarei Ghobadi, Elaheh Afsaneh

“…These genes are involved in cell adhesion, survival signaling, and apoptosis—key processes in cellular homeostasis and oncogenesis. …”
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IL-17 Mildly Rescued the Impaired Proliferation of Alveolar Epithelial Cells Induced by LCN2 Overexpression by Tingting Lv, Ziliang Hou, Kaiyuan Yang, Jinxiang Wang

“…Alveolar type 2 (AT2) cells as the stem cells of alveolar epithelium participate in the repair process after alveolar injury. Lipocalin-2 (LCN2) participates in multiple processes regulating the pathological process of alveolar epithelial cells, but the mechanisms involved are still unclear. …”
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Land cover change across the major proglacial regions of the sub-Antarctic islands, Antarctic Peninsula, and McMurdo Dry Valleys, during the 21st century by Christopher D. Stringer, Jonathan L. Carrivick, Duncan J. Quincey, Daniel Nývlt, Alexis Comber

“…Furthermore, we use change vector analysis (CVA) to discriminate landcover change in the twenty-first century. …”
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Orthodox Monasteries as Centers of Christian Civilization on the Eastern Borders of the Russian State by Inna I. Yurganova

“…We draw a conclusion that Orthodox monasteries in Siberia were outposts of the spread and establishment of Christian civilization, monasteries provided communication with the non-ethnic population, involving them in the Orthodox mentality, forming a vector of the socio-cultural topos of the peoples of Siberia. …”
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A diagnostic system for detecting COVID-19 patients depending on lexicon semantic and Biterm Topic Model-Based Feature Selection on WhatsApp Messages Classification by Raghad Hatem, Noor Hussein Eliwe

“…The system processes WhatsApp messages through multiple stages: initial data collection, Word2Vec embedding, lexicon semantic enhancement, vector-space model creation, Biterm Topic Model-based feature selection, and finally, Naive Bayes classification. …”
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An analytical pressure-velocity fusion algorithm-empowered flexible sensing patch for flight parameter detection by Yunfan Li, Zihao Dong, Zheng Gong, Zhiqiang Ma, Xin Ke, Tianyu Sheng, Xiaochang Yang, Xilun Ding, Yonggang Jiang

“…However, the poor resolution of flexible sensors and time-consuming neural network processes mitigate their accuracy and adaptability in predicting flight parameters. …”
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Understanding Host–Pathogen Interactions in Congenital Chagas Disease Through Transcriptomic Approaches by Tatiana M. Cáceres, Luz Helena Patiño, Juan David Ramírez

“…While traditionally associated with vector-borne transmission, increased migration has expanded its reach into urban and non-endemic regions. …”
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