Modeling rainfall input variability for flash floods in Portugal: the influence of predisposing factors by Caio Villaça, Pedro Pinto Santos, José Luís Zêzere

“…The Random Forest algorithm was used to build the models and obtained mean absolute percentage error (MAPE) around 19%, an acceptable value for the objectives of the work. …”
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Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management. by Michele May-Sien Tana, Arielle Klepper, Amy Lyden, Angela Oliveira Pisco, Maira Phelps, Breann McGee, Kelsey Green, Sandy Feng, Joseph DeRisi, Emily Dawn Crawford, Craig S Lammert

“…Using a random forest algorithm, we determined that less than 10 genes were sufficient to differentiate the two groups in our cohort. …”
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A Novel Nonlinear Adaptive Control Method for Longitudinal Speed Control for Four-Independent-Wheel Autonomous Vehicles by Jinhua Zhang, Zhenghao Chen, Jinshi Yu

“…This paper proposes a novel hierarchical control algorithm to address these challenges, innovatively combining the advantages of adaptive backstepping and dynamic sliding mode control algorithms in the upper controller, allowing it to effectively overcome the impact of uncertain system parameters and suppress the common chattering phenomenon in the output of typical sliding mode control methods. …”
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Research on Multi-sensor Fusion Localization for Autonomous-rail Rapid Tram by PAN Wenbo, LI Yuanzhengyu, LONG Teng, CHEN Zhiwei, HUANG Wenyu, QIN Xiaohui

“…The angle estimation error of LiDAR is within 0.35° and the position error is within 0.15 m during the whole operation process, which verifies the effectiveness and robustness of the proposed algorithm.…”
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Gene-boosted assembly of a novel bacterial genome from very short reads. by Steven L Salzberg, Daniel D Sommer, Daniela Puiu, Vincent T Lee

“…Our method includes a novel gene-boosting algorithm that uses amino acid sequences from predicted proteins to build a better assembly. …”
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Optimal policy for composite sensing with crowdsourcing by Bei Zhao, Siwen Zheng, Jianhui Zhang

“…In the applications, the smartphone and its user act as a whole, which called as the composite node in this article. …”
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Energy efficient control of indoor environments under time-varying multi-parameter uncertainty by Jianhao ZHAO, Hua SONG, Xinyuan NAN, Xin CAI

“…Experiments show that the proposed DDPG-PER algorithm can control the indoor environment within the required range by combining multiple time-varying parameters under different outdoor air quality conditions in winter and summer seasons. …”
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About a Routing Problem of the Tool Motion on Sheet Cutting by A. A. Petunin, A. G. Chentsov, P. A. Chentsov

“…An optimal procedure based on the dynamic programming and an effective heuristic algorithm realized on a multicore computer are proposed. …”
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Fragmentation-Avoiding Spectrum Assignment Strategy Based on Spectrum Partition for Elastic Optical Networks by Huan-Lin Liu, Lei Lv, Yong Chen, Chengying Wei

“…For alleviating spectrum fragmentation, a spectrum partition policy, splitting the whole optical spectrum into several dedicated partitions, is presented. …”
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A deep reinforcement learning solution to help reduce the cost in waiting time of securing a traffic light for cyclists by Lucas Magnana, Hervé Rivano, Nicolas Chiabaut

“…Vehicle counter data are used to compare the DRL approach with the actuated traffic light control algorithm over whole days. Results show that DRL achieves better minimization of vehicle waiting time at every hours. …”
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Unmanned aerial vehicle field sampling and antenna pattern reconstruction using Bayesian compressed sensing by Sayeh Mirzaei, Alireza Gholipour

“…Performing onsite measurements by scanning the whole 4π [sr] solid angle around the antenna under test (AUT) is more complicated. …”
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Disturbance Signal Generation Method of AC Impedance Test Based on Boost Circuit by SHEN Zehua, PENG Zaiwu, CHEN Xiongchun, WANG Jian, LIU Shaochun

“…Based on the input constant current PID control algorithm of the existing DC/DC loop, a corresponding digital controller is constructed, and the physical prototype is tested and analyzed for the generated signal. …”
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ACTIVE DISTURBANCE REJECTION CONTROL FOR STRUCTURE VIBRATION WITH ELECTROMAGNETIC INERTIAL ACTUATOR (MT) by LU Lu, LI Jing, ZHANG LuYao, ZHU ChaoWei, LI ShengQuan

“…Then, the three-order linear extended state observer was used to estimate the uncertainties and state variables for the whole vibration control system. Additionally, the influence of each parameter of ADRC on the vibration control was also theoretically analyzed to achieve the excellent vibration suppression performance. …”
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CytoPy: An autonomous cytometry analysis framework. by Ross J Burton, Raya Ahmed, Simone M Cuff, Sarah Baker, Andreas Artemiou, Matthias Eberl

“…We demonstrate the ability of CytoPy to phenotype T cell subsets in whole blood samples even in the presence of significant batch effects due to technical and user variation. …”
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A Novel Way to Relate Ontology Classes by Ami T. Choksi, Devesh C. Jinwala

“…We compare the results of our algorithms with those of a candidate reasoner, namely, the pellet reasoner. …”
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Monitoring the reliability of integrated circuits protection against Trojans: encoding and decoding of combinational structures by L. A. Zolotorevich, V. A. Ilyinkov

“…An algorithm for cracking the code of combinational circuits is proposed, based on the description of encoded structure by the resolution function and reducing the problem to SAT CNF. …”
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Sound Transmission Through a Thin Plate with Shaped Frequency Response by Stanislaw WRONA, Krzysztof MAZUR, Jaroslaw RZEPECKI, Anna CHRAPOŃSKA, Marek PAWEŁCZYK

“…Thin plates, in the form of individual panels or whole device casings, often separate the noise source from its recipients. …”
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Continued Fraction Interpolation of Preserving Horizontal Asymptote by Yushan Zhao, Kaiwen Wu, Jieqing Tan

“…By means of the relationship between the leading coefficients of the numerator and the denominator and the reciprocal differences of the continued fraction interpolation, a novel algorithm for the continued fraction interpolation is constructed in an effort to preserve the horizontal asymptote while approximating the given function with a horizontal asymptote. …”
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Optimization of Processor Clock Frequency for Sensor Network Nodes Based on Energy Use and Timing Constraints by Youngmin Kim, Heeju Joo, Chan-Gun Lee

“…We analyze the extended model and verify that our algorithm calculates the clock frequency that optimizes energy savings while satisfying the timing constraints.…”
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Research on large-scale identity authentication architecture based on combined symmetric key by LIU Tong, XU Guan-ning

“…A large-scale real-name authentication architecture and key management protocol based on combined symmet-ric key algorithm were proposed.With the CSK algorithm and smart card technology, the authentication process can be finished in the chips, and the management of large-scale keys can be simplified to the management of small-scale key seeds.The security of the proposed architecture is analyzed and the experimental results are shown.It is obvious that the abilities of large-scale identity authentication and management are improved while the building cost is reduced evidently with the application of the proposed architecture.It is an applicable solution for real-name authentication network.…”
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