Rapid Driving Style Recognition in Car-Following Using Machine Learning and Vehicle Trajectory Data by Qingwen Xue, Ke Wang, Jian John Lu, Yujie Liu

“…The driving style of each driver in training data is labelled based on their collision risk level using K-mean algorithm. Then, the driving style recognition model’s inputs are extracted from vehicle trajectory features, including acceleration, relative speed, and relative distance, using Discrete Fourier Transform (DFT), Discrete Wavelet Transform (DWT), and statistical method to facilitate the driving style recognition. …”
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Preparation of objects for the examination of narcotic drugs, psychotropic substances, their analogues and precursors: a case study approach by S. M. Lozova, S. I. Perlin

“…It is proposed to involve specialists of various fields (criminalist, botanist, agronomist) in conducting investigative (“detective”) actions. An algorithm of actions for seizure, packaging and storage of objects has been developed depending on the identified typical situations: detection of illegal crops; detection of drug laboratories/drug houses; detection of “bookmarks” or detention of a person during an operational purchase. …”
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Critical import insurance as a tool to support entrepreneurs under sanctions by А. V. Averin, A. F. Baranova, A. M. Kutyrev

“…The necessity of state support of insurance of advance payments for imports of critical goods has been assessed and the algorithm of state support of advance payments insurance for critical goods imports described. …”
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A Power-Efficient Soft-Output Detector for Spatial-Multiplexing MIMO Communications by Hsiao-Chi Wang, Tung-Lin Liu, Yuan-Wei Wu, Hsi-Pin Ma

“…A novel tree search algorithm is proposed to enable the detector to provide soft outputs and to be implemented in parallel and pipelined hardware architecture. …”
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Fungal Infection following Total Elbow Arthroplasty by Samuel S. Ornell, Khang H. Dang, Aaron J. Bois, Anil K. Dutta

“…The purpose of this report is to describe our experience and outline our treatment algorithm for a rare case of prosthetic joint infection (PJI) following a TEA. …”
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A novel oversampling method based on Wasserstein CGAN for imbalanced classification by Hongfang Zhou, Heng Pan, Kangyun Zheng, Zongling Wu, Qingyu Xiang

“…It generates an initial balanced dataset from minority class samples using the CGAN oversampling approach and then uses a noise and boundary recognition method based on K-means and $$k$$ k nearest neighbors algorithm to address the noise and boundary-blurring issues. …”
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An individual-level probabilistic model and solution for control of infectious diseases by Ye Xia

“…Moreover, the same theoretical result shows why the simple algorithm of repeated integration can find numerical solutions for virtually all initial conditions. …”
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Invariant Measures Based on the U-Correlation Integral: An Application to the Study of Human Voice by Juan F. Restrepo, Gastón Schlotthauer

“…These invariants were estimated through an automated algorithm based on the recently proposed U-correlation integral. …”
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Estimation for Akshaya Failure Model with Competing Risks under Progressive Censoring Scheme with Analyzing of Thymic Lymphoma of Mice Application by Tahani A. Abushal, Jitendra Kumar, Abdisalam Hassan Muse, Ahlam H. Tolba

“…We apply the Metropolis–Hasting algorithm to generate MCMC samples from the posterior density function. …”
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Sintesis Dimensi Manipulator Paralel Bidang Dua Derajat Kebebasan Dengan Rantai Kinematik Paralelogram Simetris by Adriyan Adriyan

“…An optimization process using non-sorted dominated genetic algorithm II (NSGA-II) was carried out for maximization of (<em>i</em>) <em>r</em>_MIC (the radius of the maximum inscribed circle) and GCI (global conditioning index), and (ii) <em>r</em>_MIC and GTI (global transmission index). …”
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Shield-Roof Interaction in Longwall Panels: Insights from Field Data and Their Application to Ground Control by Jingyi Cheng, Zhijun Wan, Yinlin Ji

“…Early warning of severe roof weighting can be achieved by establishing a warning model based on the decision tree algorithm. Apart from this, we can also assess the working condition of yield valve and diagnose fluid leakage of shield cylinder using the SSRI system. …”
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Type-II Fuzzy Decision Support System for Fertilizer by Ather Ashraf, Muhammad Akram, Mansoor Sarwar

“…The complexity of our algorithm is O(mnr), where m is the height of the raster, n is the width of the raster, and r is the number of expert rules.…”
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Postmortem Analysis of Decayed Online Social Communities: Cascade Pattern Analysis and Prediction by Mohammed Abufouda

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A Novel Sparse Array for Localization of Mixed Near-Field and Far-Field Sources by Yinsheng Wang, WeiJia Cui, Yuxi Du, Bin Ba, Fengtong Mei

“…The largest consecutive lags and composition method of ESNA are also given, under a given number of sensors.Our algorithm has moderate computation complexity, which provides a higher resolution and improves the parameters’ estimation accuracy. …”
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Double-layered wrap-around sensor network for three-dimensional positioning of acoustic emission sources and its effect on monitoring crack propagation in rock samples by Jing Yang, Zonglong Mu, Guangjian Liu, Shaokun Gong, Atif Javed, Jinglong Cao, Bofei Yang, Fang Yuan

“…Furthermore, based on the polar formation algorithm, acoustic emission source was positioned to explore the propagation of microscopic cracks in cylindrical rock samples and this was further validated by the acoustic emission activity index. …”
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Secure Microprocessor-Controlled Prosthetic Leg for Elderly Amputees: Preliminary Results by S. Krut, Ch. Azevedo Coste, P. Chabloz

“…The patient behaves naturally, while the controller analyses his movements in order to detect his intention to sit down. The detection algorithm is based on a reference pattern, calibrated individually, to which the sensor data are compared, and submitted to a set of tests allowing the discrimination of the intention to sit down from other activities. …”
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Hybrid multiscale landmark and deformable image registration by Dana Paquin, Doron Levy, Lei Xing

“…Vese, A multiscale image representationusing hierarchical $(BV,L^2)$ decompositions, Multiscale Modeling andSimulations, vol. 2, no. 4, pp. 554--579, 2004, is reviewed, and animage registration algorithm is developed based on combining themultiscale decomposition with landmark and deformable techniques.Successful registration of medical images is achieved by firstobtaining a hierarchical multiscale decomposition of the images andthen using landmark-based registration to register the resultingcoarse scales. …”
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Effect of Bodybuilding and Fitness Exercise on Physical Fitness Based on Deep Learning by Manman Sun, Lijun Wang

“…In this paper, based on the deep learning algorithm, compared with the recurrent neural network, the gated recurrent neural network is more suitable for processing sequence problems. …”
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Space-Time Resource Integrated Optimization Method for Time-of-Day Division at Intersection Based on Multidimensional Traffic Flows by Zijun Liang, Xuejuan Zhan, Wei Kong, Yun Xiao

“…By analyzing the traffic-flow data of 8, 4, 2, and 1 dimensions commonly used at the intersection, the dynamic Fisher algorithm is used to complete the time segment division of the traffic-flow sequence of different dimensions. …”
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Optimizing the Location of Virtual Stations in Free-Floating Bike-Sharing Systems with the User Demand during Morning and Evening Rush Hours by Zhuo Sun, Yiming Li, Yi Zuo

“…As an alternative solution, this article proposes a clustering algorithm, which can solve this problem in real time. …”
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