A Novel Multimode Fault Classification Method Based on Deep Learning by Funa Zhou, Yulin Gao, Chenglin Wen

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Expression‐based machine learning models for predicting plant tissue identity by Sourabh Palande, Jeremy Arsenault, Patricia Basurto‐Lozada, Andrew Bleich, Brianna N. I. Brown, Sophia F. Buysse, Noelle A. Connors, Sikta Das Adhikari, Kara C. Dobson, Francisco Xavier Guerra‐Castillo, Maria F. Guerrero‐Carrillo, Sophia Harlow, Héctor Herrera‐Orozco, Asia T. Hightower, Paulo Izquierdo, MacKenzie Jacobs, Nicholas A. Johnson, Wendy Leuenberger, Alessandro Lopez‐Hernandez, Alicia Luckie‐Duque, Camila Martínez‐Avila, Eddy J. Mendoza‐Galindo, David Cruz Plancarte, Jenny M. Schuster, Harry Shomer, Sidney C. Sitar, Anne K. Steensma, Joanne Elise Thomson, Damián Villaseñor‐Amador, Robin Waterman, Brandon M. Webster, Madison Whyte, Sofía Zorilla‐Azcué, Beronda L. Montgomery, Aman Y. Husbands, Arjun Krishnan, Sarah Percival, Elizabeth Munch, Robert VanBuren, Daniel H. Chitwood, Alejandra Rougon‐Cardoso

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Numerical Study of Plasmonic Efficiency of Gold Nanostripes for Molecule Detection by Thomas Grosges, Dominique Barchiesi

“…In plasmonics, the accurate computation of the electromagnetic field enhancement is necessary in determining the amplitude and the spatial extension of the field around nanostructures. …”
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Multimodality Imaging Evaluation of an Uncommon Entity: Esophageal Heterotopic Pancreas by Takman Mack, Debra Lowry, Peter Carbone, Brian Barbick, Joshua Kindelan, Robert Marks

“…The patient underwent computed tomography (CT), fluoroscopic upper gastrointestinal (GI) evaluation, endoscopic ultrasound (EUS), and positron emission tomography (PET) evaluation, revealing the presence of a heterogeneous esophageal mass. …”
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Damage modelling in concrete subject to sulfate attack by N. Cefis, C. Comi

“…The durability analysis of concrete structures in contact to external sulfate solutions requires the definition of a proper diffusion-reaction model, for the computation of the varying sulfate concentration and of the consequent ettringite formation, coupled to a mechanical model for the prediction of swelling and material degradation. …”
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A Modified Key Generation Algorithm to Rebalanced-RSA and RPower-RSA by İsrafil Okumuş, Ercan Celık

“…A theoretical analysis of all variants, including the proposed modifications, demonstrates that these key generation algorithms improve the encryption process compared to the original variants, and since the encryption key size and one of the decryption key sizes are approximately equal in length, they achieve a more balanced computational effort between encryption and decryption.…”
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treeducken: An R package for simulating cophylogenetic systems by Wade Dismukes, Tracy A. Heath

“…This allows easier performance testing of methods and has potential applications in machine learning (ML) and approximate Bayesian computation (ABC) approaches.…”
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Cost of Production for Fresh Market Grapefruit Grown in Indian River, 2016/17 by Ariel Singerman

“…Typical users of the estimates include growers and consultants, who use them as a benchmark; property appraisers, who use them to compute the taxes for property owners; and researchers, who use the estimates to evaluate the economic feasibility of potential new technologies. …”
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Direction and Stability of Hopf Bifurcation in a Delayed Solow Model with Labor Demand by Sanaa ElFadily, Abdelilah Kaddar, Khalid Najib

“…By using a second order approximation of the center manifold, we compute the first Lyapunov coefficient for Hopf bifurcation points and we show that the system under consideration can undergo a supercritical or subcritical Hopf bifurcation and the bifurcating periodic solution is stable or unstable in a neighborhood of some bifurcation points, depending on the choice of parameters.…”
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Efficient Variational Approaches for Deformable Registration of Images by Mehmet Ali Akinlar, Muhammet Kurulay, Aydin Secer, Mustafa Bayram

“…The method is applied to the registration of brain MR images of size 65×65. Computational results indicate that the presented method is quite fast and efficient in the registration of deformable medical images.…”
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Cryptography algorithm for wireless channel of CBTC system by WANG Chao1, LIU Li-li1, NIU Zhi-hua2, SHI Xiang-yong1, ZHANG Huan-guo3

“…As to the disadvantages of RC4 which was used for CBTC system,a new cryptography algorithm based on Montgomery-form ECC was brought forward.Compared with the traditional Montgomery elliptic curve,the improved algorithm would resume the value of y-coordinate with more security.In addition,compared with the traditional ECC,it has faster computing speed and can effectively resist the timing attack and energy attack.The new Montgomery-form ECC algorithm has accelerated current ECC encoding speed and would make great improvement to the implementation of ECC in CBTC and other wireless communication.…”
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An Analytical and Approximate Solution for Nonlinear Volterra Partial Integro-Differential Equations with a Weakly Singular Kernel Using the Fractional Differential Transform Metho... by Rezvan Ghoochani-Shirvan, Jafar Saberi-Nadjafi, Morteza Gachpazan

“…The approximate solutions of these equations are calculated in the form of a finite series with easily computable terms. The analytic solution is represented by an infinite series. …”
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A security authentication scheme in RFID system for smart park by Rongrong LI, Jiantao KOU, Gang DONG, Liangrui TANG

“…There exist many security vulnerabilities in device’s identity verification and the information transmition through RFID system，the computations and procedures in the classical RFID authentication protocols are so complex that will impose processing burdens on the data base or readers，leading to the problem of low effective information rate. …”
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Nivolumab Effective for Gastric and Lung Cancers but Not for Multiple Myeloma in a Multiple Primary Cancer Patient by Tsukasa Yasuda, Junji Hiraga, Michihiko Narita, Yoshimasa Tanikawa, Tomoyuki Tsuzuki

“…He was also diagnosed with gastric cancer with liver metastasis and primary lung cancer by upper gastrointestinal endoscopy and computed tomography (CT). Nivolumab treatment was given as third-line therapy, and it was effective for gastric and lung cancers. …”
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TWO APPROACHES TO CALCULATION OF SPLIT PHASE DANCING OF OVERHEAD ELECTRICAL TRANSMISSION LINE by I. I. Sergey, P. I. Klimkovich

“…Principle of mechanics relations has been used to set combined boundary problem of split phase dynamics. Two packets of computer programs for calculation of split phase dancing of overhead (electric) power line have been set up and tested.…”
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Network modal innovation for distributed machine learning by Zehua GUO, Haowen ZHU, Tongwen XU

“…Distributed machine learning, as a popular computing architecture for artificial intelligence, still faces challenges of slow model training and poor data performance transmission.Traditional network modalities were un able to meet the communication needs of distributed machine learning scenarios, hindering the improvement of model training performance.New network modalities and operation logic for distributed machine learning scenarios using multimodal network technology were proposed.This approach was designed based on application characteristics and provides implications for the use of multimodal network technology in various industries.…”
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Fairness based channel borrowing strategy for multimedia LEO satellite communications by HUANG Fei, XU Hui, WU Shi-qi

“…A LEO satellite mobility model and user multimedia traffic model was first built,then a novel channel bor-rowing strategy（CBS）was proposed and its performance was evaluated and compared with several existing channel al-location schemes through computer simulation.Simulation results show this scheme can satisfy the QoS requirement of LEO satellite multimedia service very well,at the same time,keeping resource utilization high,finally discussed the fair-ness and system performance under three different channel borrowing strategies.…”
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Research on multi-objective grid task scheduling algorithms based on survivability and Makespan by WANG Shu-peng, YUN Xiao-chun, YU Xiang-zhan

“…In the complex and dynamic Grid system,failure of resources was very common.And the failure of Grid re-sources can halt the execution of tasks on them.To mitigate this problem,the concept of tasks survivability was pro-posed,a local objective function which can be adjusted was proposed by incorporating the makespan and survivability of tasks and maximizing the survivability of tasks was devised.The simulation results confirm that the scheduling algorithm can trade off these two objectives,and can satisfy different demand by adjusting the weight parameter in the objective function.So it can be applied in the complex Grid computing environment well.…”
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The Effect of Geometric Configurations on the Elastic Behavior of an Edge-Cracked Bonded Strip by Xin Lan, Shaobo Ji, Nao-Aki Noda, Yong Cheng

“…The stress intensity factor, energy release rate, and mode mixity are computed and compared systematically with varying geometrical configurations and material combinations. …”
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Dummy trajectory privacy protection scheme for trajectory publishing based on the spatiotemporal correlation by Kai-yue LEI, Xing-hua LI, Hai LIU, Zhuo-xiong PEI, Jian-feng MA, Hui LI

“…Furthermore, extensive experiments indicate that the presented scheme not only has the limited computation cost, but also ensures that the generated dummy trajectories are similar to the user's real trajectory.…”
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