Application of Constrained Robust Independent Component Analysis in the Fault Diagnosis of Rolling Element Bearing by Liao Qiang, Li Xunbo, Huang Bo

“…The method of independent component analysis is widely used in mechanical equipment fault diagnosis domain.A novel method named as constrained robust independent component analysis（ cRobust ICA）based on Robust ICA algorithm is proposed which utilized prior information about the fault characteristic frequency.Firstly,how to create the reference signal is discussed.Then,the measurement function between reference signal and desired independent component（ IC） is defined.At last,an enhanced contrast function is acquired by modifying a generally used kurtosis contrast function with closeness measurement.A contrastive study on the conventional Fast ICA is adopted to demonstrate the effectiveness and accuracy of the cRobust ICA by numerical simulations and experiments.…”
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A PCR-independent, annealing-free cloning method for the insertion of short DNA fragments by Li Linbo, Yan Jin, Qi Yuan, Xiang Zhenglong, Jiang Na, Yuan Tongkang, Wang Zhenyi, Wang Yuan, Zhan Huaizhe, Liu Shiyi, Zhao Li, Xu Jing, Lei Xiaowei, Liu Yuxuan, Wang Gui, Xie Jiayang, Guo Zhenming, Cai Chunhai, Bian Shan

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ACTH-Independent Cushing’s Syndrome Associated with Left Adrenocortical Oncocytoma of Uncertain Malignant Potential by Giuseppe S. Sica, Leandro Siragusa, Bruno Sensi, Vittoria Bellato, Pierangela Floris, Valentina Rovella, Alessandro Mauriello, Monia Di Prete, Rossana Telesca, Valerio Ciavoni, Carmine Cardillo, Nicola Di Daniele, Manfredi Tesauro

“…We report the case of a 27-year-old woman diagnosed with an ACTH-independent Cushing’s syndrome due to left adrenal oncocytoma. …”
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Independent Assessment of the Quality of Russian Higher Education: What is the Point and What Can Be Improved by A. L. Drondin

Subjects: “…independent evaluation of education quality…”
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Device-independent Wi-Fi fingerprinting indoor localization model based on domain adaptation by Zenghua ZHAO, Yuefan TONG, Jiayang CUI

“…In real-world large-scale deployments of indoor localization, Wi-Fi fingerprinting approaches suffer from device diversity problem which impacts the localization accuracy significantly.A device-independent Wi-Fi fingerprint indoor localization model DeviceTransfer was proposed.Based on the domain adaptation theory of deep learning, the device type of the smartphone was taken as the domain, the task-related and device-independent Wi-Fi data features were extracted through adversarial training, and the learned source domain location information was transferred to the target domain.Pre-training and joint training were employed to improve model training stability and to accelerate convergence.The performance of DeviceTransfer was evaluated using four types of smartphones in two real-world indoor environments: a school building and a shopping mall.The experimental results show that DeviceTransfer effectively extracts device-independent Wi-Fi fingerprint features.Using only one type of phone to collect Wi-Fi fingerprints, online localization using other types still achieves high localization accuracy, thus reducing localization cost significantly.…”
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THEORETICAL AND METHODOLOGICAL BASIS OF THE ORGANIZATION OF INDEPENDENT WORK OF BACHELORS (DIRECTION "STATE AND MUNICIPAL MANAGEMENT") by Maksim N. Gordeev

Subjects: “…independent work…”
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Polarization-independent high-sensitive metamaterial sensor for chemical sensing and EMI shielding application by Md Kutub Uddin, Shawon Hossen, Touhidul Alam, Mohammad Tariqul Islam, Saleh Albadran, Haitham Alsaif, Ahmed S. Alshammari, Ahmed Alzamil, Mohammad Lutful Hakim

“…This study proposes a polarization-independent high-sensitive quadrant-shaped metamaterial (QM) sensor for chemical sensing and effective electromagnetic interference (EMI) shielding applications. …”
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From Behaviorism to Neoconstructivism: A Review of Educational Theories for the Development of Independence in the Conditions of Destruction by Yulia N. Koreshnikova, Pavel S. Sorokin

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Significant Independent Predictors of Vitamin D Deficiency in Inpatients and Outpatients of a Nephrology Unit by Recep Bentli, Hulya Taskapan, Halil Toktaş, Ozkan Ulutas, Adnan Ozkahraman, Melda Comert

“…In logistic regression analysis female gender, not having vitamin D supplementation history, low serum albumin, and low blood urea nitrogen levels were significant independent predictors of vitamin D deficiency while no association of vitamin D deficiency with diabetes mellitus, serum creatinine, eGFR, and being hospitalized was found. …”
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La « révolution » de 1964 et la commémoration de l’indépendance brésilienne by Maud Chirio

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Development of the program "Method of projects" in the organization of independent work of schoolchildren at the senior stage of learning by Natalia V. Startseva

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Localization of Presynaptic Plasticity Mechanisms Enables Functional Independence of Synaptic and Ectopic Transmission in the Cerebellum by Katharine L. Dobson, Tomas C. Bellamy

“…The results suggest that the signalling mechanisms for presynaptic LTP and retrograde depression by endocannabinoids are restricted to the active zone at parallel fibre synapses, allowing independent modulation of synaptic transmission to Purkinje neurons and ectopic transmission to Bergmann glia.…”
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University Leaders’ Views on Independent Campus Curriculum as Educational Reforms in Indonesian Islamic Universities by Muhammad Nasir, Muhammad Khairul Rijal, Syarifah Kurniaty Kahar, Fathur Rahman, Anis Komariah

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Culture dependent and independent approaches reveal the role of specific bacteria in human skin aging by Jing‐jing Xia, Qian Zhong, Zhi‐ming Li, Qing‐zhen Wei, Liu‐yi‐qi Jiang, Cheng Duan, Hui‐jue Jia, Yi‐mei Tan, Lian‐yi Han, Jean Krutmann, Jiucun Wang, Xiao Liu

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Corporate tax avoidance and firm performance: the moderating role of ownership concentration and board independence by Muhammad Shaukat Malik, Muhammad Irfan, Samavia Munir

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Living with Uncertainty: Older Persons’ Lived Experience of Making Independent Decisions over Time by Agneta Breitholtz, Ingrid Snellman, Ingegerd Fagerberg

“…The aim of the study was to illuminate the meaning of older persons’ independent decision making concerning their daily care. …”
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INDEPENDENCE AND FINANCIAL EXPERTISE OF AUDIT COMMITTEE ON VOLUNTARY DISCLOSURE OF DEPOSIT MONEY BANKS IN NIGERIA by Saidu MUSA, Muhammed Kamaldeen Usman, Paul B. Ogunwole

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Air pollution, temperature and mumps: A time-series study of independent and interaction effects by Haoyue Cao, Rongrong Xu, Xiqian Lu, Wenguo Jiang, Lihua Wang, Miao Yu, Wenjun Wang, Juxiang Yuan

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Indoleamine 2,3-Dioxygenase (IDO) Expression Is an Independent Prognostic Marker in Esophageal Adenocarcinoma by Heike Loeser, Max Kraemer, Florian Gebauer, Christiane Bruns, Wolfgang Schröder, Thomas Zander, Hakan Alakus, Arnulf Hoelscher, Reinhard Buettner, Philipp Lohneis, Alexander Quaas

“…In multivariate analysis, IDO is identified as an independent prognostic marker. Conclusions. Our study emphasizes the importance of immunomodulation in EAC marking IDO as a potential biomarker. …”
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From Independence to Involvement: The Case Study of Politeness Strategy in Chinese-English Business Interpreting by Jiaqi Xue

Subjects: “…independence…”
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