Weighted Hybrid Random Forest Model for Significant Feature prediction in Alzheimer’s Disease Stages by M. Rohini, D. Surendran

“…Thus, the proposed Weighted Hybrid Random Forest algorithm (WHBM) utilized the 63 features that comprise the whole brain volume. …”
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Multichannel bioelectronic sensing using engineered Escherichia coli by Xu Zhang, Marimikel Charrier, Caroline M. Ajo-Franklin

“…Abstract To advance environmental health and hazard detection, researchers have developed whole-cell bioelectronic sensors by engineering extracellular electron transfer to be dependent on an analyte1. …”
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Autism spectrum disorder diagnosis with neural networks by Asude Demir, Seher Arslankaya

“…Autism Spectrum Disorder (ASD) affects the whole life of children and leads their families to seek effective treatment and education. …”
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ECONOMIC SECURITY OF REGIONS AS A CRITERION FOR FORMATION AND DEVELOPMENT OF AGRICULTURAL CLUSTERS BY MEANS OF INNOVATIVE TECHNOLOGIES by Roman Viktorovich ZHARIKOV, Valerii Vasilievich BEZPALOV, Sergei Aleksandrovich LOCHAN, Maksim Vyacheslavovich BARASHKIN, Aleksandr Romanovich ZHARIKO

“…The article provides an algorithm and development phases aimed at the creation of a complex economic security system for agricultural regions including an economic risk analysis and management system. …”
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Alignment Optimization of Elastically Supported Submarine Propulsion Shafting Based on Dynamic Bearing Load Influence Numbers by Jinlin Liu, Zheng Gu, Junhui He, Shijie Cao

“…The design scheme of elastically supported submarine propulsion shafting can effectively realize the attenuation of the vibration energy and improve the stealth performance of the whole submarine. However, the elastic deformation generated by the system will affect the alignment state of shafting, thus affecting its safety and reliability. …”
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A new tool to detect financial data scaling by Sergio Bianchi, Augusto Pianese, Massimiliano Frezza, Daniele Angelini

“…A Matlab-based algorithm is built that provides as output a dynamical estimation of the pairwise self-similarity of the scaled distributions. …”
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A Visibility Graph Approach to CNY Exchange Rate Networks and Characteristic Analysis by Can-Zhong Yao, Ji-Nan Lin

“…In this way, we can observe that the spread of time series values corresponding to nodes inside communities is significantly lower than the spread of those values corresponding to nodes of the whole networks.…”
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A Method for Efficient Task Assignment Based on the Satisfaction Degree of Knowledge by Jiafu Su, Jie Wang, Sheng Liu, Na Zhang, Chi Li

“…Then, an improved genetic algorithm is developed to solve the task assignment model. …”
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Public-type MFOs as an element of financial system by А. N. Pyshkin

“…The author develops an algorithm to identify public-type MFOs, analyzes the composition of this segment compared to the MFO Market structure in general. …”
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Research on the blockchain-based trusted ownership confirmation and value transfer system and its light weight of industrial data assets by WANG Dongchu, FU Yusun, YU Ya

“…How to ensure the security and credibility of industrial data in the whole life cycle from creation, authorization, sharing and income distribution is the primary problem to be solved at present. …”
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Research on paddy processing system based on industrial internet of things by ZHOU Jin, LIU Shuang, MIAO Qing

“…<b>Results:</b> Compared with the traditional processing, the improved rice processing system increased the browning rate about 1%, the whole fine rice rate by about 1%, and the production energy consumption is reduced about 15%. …”
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Precise motion control for a space mining robot based on improved African vultures optimization by Baiyi Wang, Xinhua Liu, Marek Rydel, Dezheng Hua, Rafal Stanislawski, Hui Wang, Ke Feng, Zhixiong Li

“…Firstly, the kinematics model of robot’s wheels and the whole vehicle dynamics model in soft soil are established. …”
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Recognition of Manipulative Text: Structure and Dominant Language Parameters by Gulmira N. Kenzhebalina, Gulvira K. Shaikova, Maygul T. Shakenova, Inessa G. Akoyeva

“…Based on the formed working definition of manipulability, an algorithm for analyzing media texts has been developed, which includes a complex of speech and language indicators. …”
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Review on remote OBD system data analysis of heavy-duty diesel vehicle by LIU Haoye, ZHANG Xiaowen, REN Shuojin, WANG Tianyou*

“…The remote OBD system combines OBD technology with wireless communication technology to send the vehicle operation data, emission status and fault information to the regulatory authorities, so as to realize the whole life-cycle emission monitoring of heavy-duty diesel vehicles. …”
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Three-Dimensional in Vivo Imaging of Green Fluorescent Protein-Expressing T Cells in Mice with Noncontact Fluorescence Molecular Tomography by Anikitos Garofalakis, Giannis Zacharakis, Heiko Meyer, Eleftherios N. Economou, Clio Mamalaki, Joseph Papamatheakis, Dimitris Kioussis, Vasilis Ntziachristos, Jorge Ripoll

“…In this article, we present a novel system that enables three-dimensional imaging of fluorescent probes in whole animals using a noncontact setup, in parallel with a three-dimensional surface reconstruction algorithm. …”
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Probability of stealth multiplets in sample-multiplexing for droplet-based single-cell analysis by Fumio Nakaki, James Sharpe

“…We estimated the probability of each class and have found that the partial stealth multiplet, which has been previously overlooked, may impact the results of the whole dataset, particularly when the labelling process or demultiplexing is suboptimal. …”
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Policy Efforts to Promote the Adoption of Autonomous Vehicles: Subsidy and AV Lanes by Chao Liu, Hongfei Jia, Yu Lin, Guanfeng Wang, Jingjing Tian, Ruiyi Wu, Heyao Gao

“…The first and second stage models are solved using the simulation-optimization and genetic-algorithm-based approaches, respectively. Due to the mutual influence of the two models, an iterative optimization approach is applied to solve the whole model. …”
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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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