Deep Learning for Decision Element Extraction in Fact Description of Legal Documents by Xia Li

“…The samples are according to the sample label frequency to obtain more balanced data, and we manually label keywords to obtain feature vectors to assist the model in improving the prediction results, but it also increases the statistical quantity mode of label co-occurrence. …”
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Can China’s leading officials’ accountability audit of natural resources policy promote corporate emissions reduction? by Dan Yu, Kewei Hu, Yugui Hao

“…In order to explore whether AANR reduces corporate environmental pollution, this paper validates the impact of AANR on corporate emission reduction using a multi-period difference-in-difference (DID) method based on a sample of Chinese A-share heavy-polluting corporations from 2010 to 2017. …”
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Risk factors for anxiety, depression and stress in college students: a cross-sectional study by Maryam Ghajar, ali Asabeygi

“…To determine the sample size of the research, according to the partial least squares method, Barclay's rule. …”
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A Vehicle Reidentification Algorithm Based on Double-Channel Symmetrical CNN by Lijun Yang, Tangsen Huang

“…In this case, with limited training samples, the combination of inputs will be more diversified, and the training process of the CNN model will be more abundant. …”
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Barriers to healthcare access among female youths in Mozambique: a mixed-effects and spatial analysis using DHS 2022/23 data by Habtu Kifle Negash, Hiwot Tezera Endale, Hailu Aragie, Winta Tesfaye, Mihret Getnet, Tseganesh Asefa, Yibeltal Yismaw Gela, Alebachew Ferede Zegeye

“…Those with no formal education were 2.18 times more likely to face barriers (AOR = 2.18, 95% CI: 1.22, 3.88). …”
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Vertical interlock and corporate tax avoidance by Wen Wen, Fei Qiao, Jingli Feng

“…Our result is robust to alternative measures, difference-in-differences analysis, the Heckman two-stage sample selection method, an instrumental variable approach, change analysis and controlling for potential omitted variables. …”
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Dementia-related stigma across age groups and perspectives: Similarities and differences suggest the need for tailored anti-stigma interventions by Ruth Brookman, Eman Shatnawi, Kristian Lukic, Sasha Sirota, Celia B. Harris

“…We aimed to understand similarities and difference in public stigma (stereotypes, prejudice and discrimination) across age groups and perspectives, including factors associated with its expression. Method: We conducted a mixed-method study with a community sample of Australians (N = 278), to examine public DR-stigma in younger (n = 163) and older (n = 115) adults. …”
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Leveraging K-Means Clustering and Z-Score for Anomaly Detection in Bitcoin Transactions by Jinish Patel, Joseph Reiner, Brenden Stilwell, Abdullah Wahbeh, Raed Seetan

“…In this study, we aim to detect anomalous Bitcoin transactions using an integrated approach by combining clustering techniques with statistical outlier detection. More specifically, anomalies were detected using three approaches: a distance-based method, flagging points with distances greater than the 95th percentile from their cluster centers; a statistical method, identifying transactions with any feature having an absolute Z-score greater than 3; and a hybrid approach, where transactions flagged by either method were considered anomalous. …”
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Starting driving style recognition of electric city bus based on deep learning and CAN data by Dengfeng Zhao, Zhijun Fu, Chaohui Liu, Junjian Hou, Shesen Dong, Yudong Zhong

“…The proposed model can automatically extract the deep spatiotemporal features of multi-channel time series data and achieve end-to-end data processing with higher accuracy and generalization ability. The sample data set of driving style is established by pre-processing the collected in-vehicle CAN bus data including the status of driving and vehicle motion, the data pre-processing method includes data cleaning, normalization and sample segmentation. …”
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Contribution of adverse events to death of hospitalised patients by Ellinor Christin Haukland, Kjersti Mevik, Christian von Plessen, Carsten Nieder, Barthold Vonen

“…Background There is no standardised method to investigate death as a patient safety indicator and we need valid and reliable measurements to use adverse events contributing to death as a quality measure.Objective To investigate the contribution of severe adverse events to death in hospitalised patients and clarify methodological differences using the Global Trigger Tool method on all inpatient deaths compared with a sample of general hospitalised patients.Method Retrospective records reviewing using the Global Trigger Tool method.Results In 0.3% of hospital admissions, adverse events contribute to inpatient death. …”
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Exploring Challenges of Differentiated Instruction in English Foreign Language Classroom by Muhammad Surya Rifqi

“… A qualitative case study is utilized in this study to explore the challenges faced while implementing differentiated instruction in the context of an English foreign language classroom. A purposive sample method was employed by selecting five participants who had engaged in differentiated instruction professional development and had experience implementing differentiated instruction. …”
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A Serious Game For Social Engineering Awareness Creation by Fabian Muhly, Philipp Leo, Stefano Caneppele

“…Generating resilience against these malicious methods is still challenging. Literature shows that serious gaming learning approaches are used more frequently to instill lasting retention effects. …”
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Investigating Environmental Impacts of Talesh Industrial Estates in Peripheral Settlements (The Case: Kashli village, Gilan, Iran) by Habibollah Fasihi, Mohammah Soleimani Mehrenjani, Samira Ahmadnia Koohestani

“…The variables are set in 29 items and were evaluated in 11 ranges by 270 sample people on the basis of a model adopted from Pastakia method. …”
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A Gaussian Process Latent Variable Model for Subspace Clustering by Shangfang Li

“…Specifically, by combining GPLVM with the subspace clustering method, our C-GPLVM can obtain more representative latent variable for clustering. …”
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Social Development, the promotion of Well-Being, and the Perceived Role of Social Work in Peru by Miriam Gerlach

“…Social development can benefit from a more realistic assessment of what has, what can and what should be accomplished. …”
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THE IMPACT OF CORPORATE SOCIAL RESPONSIBILITY ON THE COMMUNITY. CASE STUDY. by Daniela CREŢU, Andrei Radu IOVA

“…As a research method, the quantitative study was used by means of the questionnaire, applied face to face by the interviewers, on a sample of 301 persons, in the period October - December 2015, in the South Muntenia Development Region, from Romania. …”
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Strategie di semplificazione testuale e di scrittura cooperativa tra studenti con retroterra migratorio e nativi by Gianluca Baldo

“…In recent years, the simplification and adaptation of texts have become more common strategies used to promote the inclusion and social participation of speakers with a migrant background. …”
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ENHANCING ENGLISH VOCABULARY ACQUISITION AMONG YOUNG LEARNERS THROUGH VISUAL AIDS by Risa Umami

“…A qualitative descriptive method was employed, with a sample of 30 students from a local elementary school. …”
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CONNECTION OF MORPHOLOGIC FEATURES OF DURUM WHEAT (T.DURUM DESF.) WITH DROUGHT TOLERANCE by Kh. N. Rustamov, M. A. Abbasov

“…It allowed us to conclude that a more reliable assessment was possible when using several methods and technologies simultaneously, based on various physiological criteria. …”
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Knowledge and attitude of the families with a mental patient about the‏ ‏electroconvulsive therapy at the Ebn-e- Sina psychiatric center of Mashhad by Zahra Yazdandoost, Mehdi Bakaian, Tahereh Khaleghdoost, HamidReza Behnam Veshani, Atefeh Ghanbari Khanghah, Rabiollah Farmanbar

“…‎ Objective: The goal was to determine the knowledge and attitude of the mental patients, ‎families about the electroconvulsive therapy at the Ebn-e- Sina psychiatry center of Mashad Methods: This research is a descriptive study and its samples consist of ‎‏71‏member of the ‎families whose patients previously experienced ECT at least once. …”
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