RESEARCH ON FAULT DIAGNOSIS METHOD BASED ON NEIGHBORHOOD ADAPTIVE LLTSA FOR DIMENSION REDUTION by XU QiongYan, WU YinHua

“…Finally,the corresponding relationship between low-dimensional feature and fault classes are established by using support vector machine（ SVM）.Dimension reduction with NA-LLTSA can effectively increase the discrimination of fault feature,and furthermore,SVM can further improve fault diagnosis accuracy with its excellent pattern recognition capacity. …”
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APPLICATION OF GWO-SVM IN WIND TURBINE GEARBOX FAULT DIAGNOSIS by HU Xuan, LI Chun, YE KeHua

“…The results prove that the fuzzy entropy of gearbox vibration signals in different states has a certain degree of discrimination,it can be identified and classified by GWO-SVM accurately. …”
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INSTANT MESSAGING GROUPS: IS IT CONVENIENCE OR TORTURE? by Mehmet Emin Bakay, Sevtap Ünal, Aygül Arslan

“…Disturbing situations of the users in the group are violations of privacy, harassment, hurtful words and behaviors, and gender discrimination. The main reasons why users accept these situations are primarily various fears; another is the cultural structure they are in and the personal characteristics of the users. …”
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Postcolonial analysis of educational language policies of Ireland, Singapore, and Malaysia by Zuzanna Grala

“…Ethnic and linguistic discrimination favouring English speakers in Ireland, Singapore, and Malaysia, originates in similar, imperial linguistic ideologies, which are still reflected in the current language policies of countries of colonial past. …”
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L’identification des anonymes by Antoine Briand

“…Missing persons and unidentified bodies become revealers of social discrimination logics that transcend the life and death of numerous individuals in India. …”
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“First Woman to…” Exceptionalism Discourse by Miranda Pillay

“…This, I argue, calls for resisting the subtle, less visible, often unintentional, and sometimes patronizing forms of discrimination that sustain the patriarchal culture of institutions such as “the church”. …”
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Inclusive Education for Exceptional Children in Egypt and the US: Reforming Egyptian Inclusive Education System in Post-pandemic World by Noha Abbas

“…The main goal of inclusion policies for EC is to provide high-quality education for all without discrimination and to ensure the implementation of equal opportunity principles. …”
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Summary of Proprioceptive Training on Motor Dysfunction Rehabilitation by Renxin JI, Wenhua CHEN, Qi QI

“…Proprioceptive training included active movement and balance training, passive movement training, somatosensory stimulation training, somatosensory discrimination training and multiple system training. …”
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Classification of Alzheimer's disease using unsupervised diffusion component analysis by Dominique Duncan, Thomas Strohmer

“…The goal of this study is automated discrimination between early stage Alzheimer$'$s disease (AD) magnetic resonance imaging (MRI) and healthy MRI data. …”
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Confirmatory Factorial Analysis of the Personal Spirituality Scale in Puerto Ricans Adults by Juan Aníbal González-Rivera, Adam Rosario-Rodríguez, Orlando M. Pagán-Torres

“…The twelve items complied with the criteria of discrimination. The reliability index obtained fluctuated between .81 to .95. …”
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FAULT FEATURE EXTRATION METHOD BASED ON LCD FUZZY ENTROPY AND MANIFOLD LEARNING by ZHANG Liang, ZHANG QianTu

“…Secondly,LLTSA（ liner local tangent space alignment） which is one of typical manifold learning methods was applied to compress the high-dimension features into low-dimension features which have better discrimination. Finally,the SVM（ support vector machine） was employed to evaluate the feature extraction method. …”
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Data protection impact assessment system in the mode of risk management by Ying CHENG

“…In the era of big data,the risk management approach has been broadly applied in the field of personal information protection.Data protection impact assessment has become an important system to promote data protection.It takes the provisions of the data protection impact assessment of the European General Data Protection Regulation (GDPR) 2016 as the sample.By using the literature research and empirical analysis method,it analyzes in depth the theoretical background,rise and evolution,meaning and scope of data protection impact assessment to establish a standardized and specific impact assessment system as well as promote personal information protection.Assessment content includes not only privacy risk assessment,but also data security,data quality and non-discrimination.Data protection impact assessment should be set as a mandatory obligation for data processing activities that are likely to result in high risks.The evaluation process shall take the advices from stakeholders to reflect their benefits.The external supervision should be strengthened and the assessment report shall be published properly.…”
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Mapeamento da violência motivada por discriminação à identidade de gênero e sexualidade no município de São Paulo: uma metodologia cartográfica na investigação de geografias invisí... by Vinicius Santos Almeida

“…We present a methodological proposal for the study of physical and verbal violence motivated by discrimination based on gender identity and sexuality, as registered by police reports and occurred in the municipality of São Paulo between 2008 to 2017. …”
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Regional Disparity and Determinants of Body Mass Index Status among Tribal Women in Eastern India by Bichitra Shit, Jagannath Behera, Subhadip Mandal

“…Tribal women in India face neglect and discrimination in terms of livelihood, nutrition, education, wealth, and health-care access. …”
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Understanding gender inequities in antimicrobial resistance: role of biology, behaviour and gender norms by Esmita Charani, Srishti Goel, Deepshikha Batheja

“…Persistent gender discrimination exacerbates these issues, resulting in disparities in healthcare access and outcomes. …”
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Twelve Million Black Voices: Let Us Now Hear Black Voices by Laurence Cossu-Beaumont

“…This paper thus strives to articulate the recording of 1930s reality and the exposure of racial discrimination, the aesthetic vision of FSA photographers and the protest narrative unfolded by Wright by discussing the singular way Twelve Million Black Voices manages to signify the truth of the African American reality.…”
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Criminological and victimological determinants of prostitution: De lege ferenda proposals by Pavlović Zoran, Petković Nikola

“…By integrating sociopsychological and health care tendencies, minimizing stigmatization and discrimination, the stratified societal response model is presented, which ultimately does not abandon the protection of morality as a legal and social category and a vital societal component.…”
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La racialisation des espaces urbains à La Nouvelle-Orléans post-Katrina : étude des représentations fictionnelles dans la série télévisée Treme by Catherine DESSINGES, Dominique GENDRIN

“…Through key dialogues and scenes, this article proposes to analyze the fictional representations of the racialization of urban spaces (streets, the French Quarter, black neighborhoods, housing projects...) presented in the series as identity markers and spaces of racial discrimination, by underlying the manner in which the series articulates the concepts of place, race, and space. …”
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Research of the Lapping Burn and Inhibition of Hypoid Gear by Liu Xianghuan, Liu Defu, Chen Tao, Zhang Yu

“…It often happens to tooth surface burn of hypoid gears installed on automobile drive axle during the gear lapping process,it will cause pitting,peeling and cutting. The discrimination method of lapping burn is presented by describing the features of burn location. …”
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Cooperative modulation recognition based on one-dimensional convolutional neural network for MIMO-OSTBC signal by Zeliang AN, Tianqi ZHANG, Baoze MA, Pan DENG, Yuqing XU

“…To recognize the modulation style adopted in multiple-input-multiple-output orthogonal space-time block code (MIMO-OSTBC) systems, a cooperative modulation recognition algorithm based on the one-dimensional convolutional neural network (1D-CNN) was proposed.With the lossless I/Q signal selected as shallow features, the zero-forcing blind equalization was first leveraged to improve the discrimination of different modulation signals.Then the 1D-CNN recognition model was devised and trained to extract deep features from shallow ones.Later, two decision fusion strategies of voting-based and confidence-based were leveraged in the multiple-antenna receiver to improve recognition accuracy.Experimental results show that the proposed algorithm can effectively recognize five modulation types {BPSK, 4PSK,8PSK,16QAM,4PAM}, with a 100% recognition accuracy when the signal-to-noise is equal or greater than-2 dB.…”
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