Prediction method of soil water content based on SVM optimized by improved salp swarm algorithm by Xiaoqiang ZHAO, Fan YANG, Zhufeng YAN

“…Aiming at the problems of low accuracy and low efficiency of traditional soil water content prediction methods, support vector machine (SVM) was used to establish a prediction model, and the soil water content prediction method based on SVM optimized was proposed by the improved salp swarm algorithm.Firstly, the opposition-based learning and chaotic optimization were introduced to improve the standard salp swarm algorithm to solve the problem that the algorithm was easy to fall into the local optimal solution and its convergence speed was slow.Secondly, the improved salp swarm algorithm was used to optimize the parameters that affect the performance of SVM and the corresponding prediction model was built.Finally, the proposed model was compared with the particle swarm optimization SVM and the whale algorithm optimized SVM prediction model.The experimental results show that the mean square error and decision coefficient of the proposed model are 0.42 and 0.901, which are better than the other two models which verified the effectiveness of the proposed method.…”
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Research and implementation of intelligent terminal lightweight face recognition system by Guo-jun MA, Hai-dong ZHOU

“…In order to solve this problem that traditional face recognition scheme was not efficiently suitable to intelligent terminal scene.An improved lightweight scheme of feature weighted clustering matching based on SIFT was presented.The scheme can learn automatically and adaptively add test samples to the training sample space.Reasonable division and scientific distribution of weight make this scheme has improved at run time and recognition rate.The improved algorithm has been tested in the ORL face database and Yale face database,compared with the classical SIFT algorithm the recognition rate improved by 6.13% and 14.11%,the running efficiency increased 9.1% and 4.7%.At the same time,in accordance with the test method by Zhou,in the ORL face database,the recognition rate was up to 74.05%,significantly improved than PCA,LBP and other classical algorithm.The algorithm in Android terminal is implemented,and the improved algorithm is verified to be available in the Android system by experiments.Finally,an improved scheme was proposed based on the cloud architecture.…”
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Research on Palmprint Identification Method Based on Quantum Algorithms by Hui Li, Zhanzhan Zhang

“…The proposed algorithm exhibits an exponential speed-up compared with discrete Fourier transform in the feature extraction. Finally, quantum set operations and Grover algorithm are used in palmprint matching. …”
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Formation Tracking for High-Order Time-Invariant Swarm Systems with Limited Energy and Fixed Topologies by Jianye Yang, Cheng Wang, Hongtao Dang, Xinzhong Han

“…Especially, time-invariant formation tracking criteria are further deduced. Finally, two numerical examples are revealed to verify main theoretical conclusions.…”
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A Rare Case of Acute Renal Failure Secondary to Rhabdomyolysis Probably Induced by Donepezil by Osman Zikrullah Sahin, Teslime Ayaz, Suleyman Yuce, Fatih Sumer, Serap Baydur Sahin

“…Laboratory studies revealed the following: urea: 128 mg/dL; Creatinine 6.06 mg/dL; creatine kinase: 3613 mg/dL. Donepezil was discontinued and the patient’s renal function tests improved gradually. …”
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Single-cell morphological tracking of cell states to identify small-molecule modulators of liver differentiation by Rebecca E. Graham, Runshi Zheng, Jesko Wagner, Asier Unciti-Broceta, David C. Hay, Stuart J. Forbes, Victoria L. Gadd, Neil O. Carragher

“…This work has identified small-molecule Src family kinase inhibitors that promote the differentiation of HepaRG cells toward a hepatocyte-like lineage as well as primary human hepatic progenitor cells toward a hepatocyte-like phenotype in vitro. …”
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Metastase Giant Cell Tumour of Bone ke Paru by Dutia Gestin, Aswiyanti Asri, Hera Novianti

“…Giant-cell tumor of bone bersifat jinak tapi sangat destruktif lokal dan memiliki rekurensi yang sangat tinggi. …”
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Les rapports entre les genres dans l’alpinisme français et anglais by Delphine Moraldo

“…Then, theses texts bring to light the atypical trajectories and social dispositions (each time replaced within the social and historical context of the life of the author) of these women. Finally, they show how female mountaineers consider male mountaineers of their time – men are omnipresent in female narratives, whereas women are almost absent in men’s ones – and reveal implicitly their inferior status. …”
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On Analytical Solution of a Plasma Flow over a Moving Plate under the Effect of an Applied Magnetic Field by Taha Zakaraia Abdel Wahid, Adel M. Morad

“…Besides, the thermodynamic prediction is investigated by applying irreversible thermodynamic principles and extended Gibbs formula. Finally, qualitative agreements with previous related papers were demonstrated using 3-dimensional graphics for calculating the variables. …”
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Computation of Graph Fourier Transform Centrality Using Graph Filter by Chien-Cheng Tseng, Su-Ling Lee

“…The computational complexity comparison and experimental results show that the proposed graph filter method is more computationally efficient than conventional GFT method because the sparsity of Laplacian matrix is used in the implementation structure. Finally, the centrality computations of social network, metro network and sensor network are used to demonstrate the effectiveness of the proposed GFTC computation method using graph filter.…”
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Review on Surface Polishing Methods of Optical Parts by Mingli Xie, Yipeng Pan, Zijun An, Shijun Huang, Min Dong

“…Considering the development of optical part surface polishing technology in recent years, this study analyzes the principle and development process of typical processing methods represented by each kind of polishing technology, expounds the specific research progress of optical part surface polishing technology, including the iterative renewal of traditional technologies and the research development of new technologies, and gives examples for typical applications. Finally, the development trend of optical part surface polishing technology is prospected, which provides a reference for follow-up intensive research in optical manufacturing.…”
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NVH Analysis and Performance Optimization of Drive Bridge based on Load Transmission Error by Nie Shaowu, Huang Juhua, Lai Changfa, Tang Sicheng, Yang Jianjun, Xu Yong

“…On this basis，the NVH simulation and analysis method for drive bridge is studied based on the MASTA software，and the drive bridge noise curve under the actual working conditions is obtained. Finally，the influence relation between the load transmission error and drive bridge noise curve is established，and the drive bridge NVH performance is optimized by controlling the transmission error. …”
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The best science, the best science in Finnish – and English – or the best Finnish scientists? by David Hoffman, Thomas Babila Sama, Ahmad El-Massri, Mika Raunio, Marjaana Korhonen

“…The irony, of course, is that Finland’s greatest educational achievements rest on Nordic notions about precisely this topic. Finally, the implications of these dynamics are illuminated with regard to key (mis)understandings related to traditional internationalization efforts in higher education and migration-driven phenomena of a very different nature.…”
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A Comprehensive Review of Artificial Intelligence Applications in the Photovoltaic Systems by Jiaming Hu, Boon-Han Lim, Xiaoyun Tian, Kang Wang, Dachuan Xu, Feng Zhang, Yong Zhang

“…Moreover, advances in AI technology and hardware upgrades will lead to the rapid global popularization of new energy sources such as solar energy, which is expected to replace traditional energy sources. Finally, we describe forward-looking solutions including transfer learning, few-shot learning, and edge computing, as well as the state of the art.…”
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Contact Strength Analysis of Azimuth Gear Transmission System of Two-axis Tracking Device by Li Shiqing, Peng Youduo, Chen Yu

“…Finally,the integral stress distribution condition and other important properties of the gear transmission system are obtained and verified by using the Hertz theory. …”
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Transformation of Academic Writing in the Digital Age by M. A. Safonova, A. A. Safonov

“…Secondly, information technologies for collaborative writing stimulate the shift from individual authorship to the collective one and from thematic collaboration to the functional distribution of authorship. Finally, academic writing has adopted marketing strategies and instruments in communicating scientific knowledge to the audience. …”
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Polyethylene oxide matrix tablet swelling evolution: The impact of molecular mass and tablet composition by Draksler Petra, Mikac Urša, Laggner Peter, Paudel Amrit, Janković Biljana

“…Furthermore, small-angle X-ray scattering of the selected PEOs detected differences in polymer molecular complexity at the nanoscale. Finally, the ratio of the heat of coalescence to the heat of fusion has confirmed the PEO molecular mass-dependent percolation threshold.…”
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Modeling the Combined Effect of Hepatitis B Infection and Heavy Alcohol Consumption on the Progression Dynamics of Liver Cirrhosis by Lemesa Bedjisa Dano, Koya Purnachandra Rao, Temesgen Duressa Keno

“…We established and proved the existence theorems for forward and backward bifurcations, respectively. Finally, we performed large scale numerical simulations to verify the analytic work and the result of the numerical simulations reveal that heavy alcohol consumption significantly accelerates the progression of liver cirrhosis in chronic hepatitis B infected individuals.…”
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Ecotourisme et parcs naturels : innovations et contradictions sud-africaines, le cas de HIP (Hluhluwe-Imfolozi Park) by Fabrice Folio, Anaëlle Derroisne

“…One also has to relate these facts to the inherited national socio-economical stakes. Finally, the particularity of HIP led in a mixed of seducing and, in such way, ambiguous ecotourism reality, putting together a strong and old provincial conservation programme, a diversified and adaptable tourism activity as well as a gradual involvement from the nearby tribal authorities in the Park policy.…”
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Joint Angles and Mutual Coupling Estimation Algorithm for Bistatic MIMO Radar by Jianfeng Li, Xiaofei Zhang

“…We primarily obtain an initial estimate of DOA and DOD, then employ the local one-dimensional searching to estimate exactly DOA and DOD, and finally evaluate the parameters of mutual coupling coefficients via the estimated angles. …”
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