Dynamic Reliability Design of Multicomponent Structure with Improved Weighted Regression Distributed Collaborative Surrogate Model Method by Xiao-Wei Dong, Wei-Kai Li, Chun-Yan Zhu, Chang-Hai Chen, Cheng Lu, Shu-Juan Yi

“…The method is then mathematically modeled by adopting the efficient samples selected based on the improved weighted regression method. …”
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Design of an integrated model with temporal graph attention and transformer-augmented RNNs for enhanced anomaly detection by Sai Babu Veesam, Aravapalli Rama Satish, Sreenivasulu Tupakula, Yuvaraju Chinnam, Krishna Prakash, Shonak Bansal, Mohammad Rashed Iqbal Faruque

“…Then, a Spatiotemporal Autoencoder is adopted to realize unsupervised anomaly detection by learning normal behavior patterns and deviations from them as anomalies. …”
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BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse by Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A. Bismar, Reda Alhajj

“…In terms of data storage design, BioLake adopts the data lakehouse architecture to provide storage scalability and analysis flexibility. …”
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ANALYSIS OF RELATIONSHIP BETWEEN FLEXIBLE WORK ARRANGEMENTS, WORK LIFE BALANCE AND EMPLOYEES’ EFFICIENCY: EVIDENCE FROM BOSNIA AND HERZEGOVINA’S (BiH) IT SECTOR by Ognjen Riđić, Adnan Avdibegović, Senad Bušatlić

“…In the initial phase of data collection, quantitative survey instrument was adopted based on the original one from Mount Holyoke University. …”
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Bacteriospermia and Sperm Quality of Cryopreserved Bull Semen Used in Artificial Insemination of Cows in South Wollo Zone, Ethiopia by Abadi Amare Reda, Gizat Almaw, Solomon Abreha, Wedajo Tadeg, Belege Tadesse

“…Hence, meticulous care should be adopted to prevent contamination of semen by bacteria during collection, transportation, processing, and storage times.…”
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Will the increase of medical equipment affect medical expenditure? Empirical evidence from a quasi-experiment in China by Qiwei Deng, Zhongliang Zhou, Chi Shen, Dan Cao, Dantong Zhao, Yaxin Zhao, Jianmin Gao

“…Methods Quasi-experimental research design with a difference-in-differences approach was adopted to explore whether an increase in the number of large-scale medical equipment impacts on outpatient and inpatient costs. …”
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Abstractive Summarization of Historical Documents: A New Dataset and Novel Method Using a Domain-Specific Pretrained Model by Keerthana Murugaraj, Salima Lamsiyah, Christoph Schommer

“…Specifically, our method adopts an encoder-decoder architecture, combining the pre-trained HistBERT encoder with a randomly initialized Transformer decoder. …”
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F6H8 as an Intraoperative Tool and F6H8/Silicone Oil as a Postoperative Tamponade in Inferior Retinal Detachment with Inferior PVR by Gian Marco Tosi, Davide Marigliani, Tommaso Bacci, Napoleone Romeo, Angelo Balestrazzi, Gianluca Martone, Tomaso Caporossi

“…The surgical technique adopted is very simple and safe. The optimal F6H8/SO ratio seems to be between 50/50 and 30/70.…”
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Crash Prediction on Expressway Incorporating Traffic Flow Continuity Parameters Based on Machine Learning Approach by Tian Lei, Jia Peng, Xingliang Liu, Qin Luo

“…Random forest (RF) is then adopted to specify the quantitative relationship between specific variable and crash risk. …”
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“Solutions in Hieroglyphic”: Ralph Waldo Emerson, “Picturesque Language,” and the Ancient Near East by Mathieu Duplay

“…Il s’agit de montrer en quoi elles infléchissent la réflexion d’Emerson sur la nature sémiotique du langage, compliquent ses rapports avec la pensée contemporaine et déterminent l’attitude qu’il adopte vis-à-vis de sa propre écriture, d’une manière qui, du point de vue du vingt-et-unième siècle, conserve une grande actualité.…”
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Matters arising: cost-utility and cost-effectiveness analysis of disease-modifying drugs of relapsing–remitting multiple sclerosis: a systematic review by Carlo Lazzaro, Roberto Bergamaschi, Mauro Zaffaroni, Rocco Totaro, Damiano Paolicelli

“…In fact, for both the healthcare sector and societal perspectives adopted in our Markov model-based cost-utility analysis, the baseline results showed teriflunomide in RRMS naïve patients to be strongly dominant (that is, producing more QALYs and being, at the same time, cost-saving) vs. …”
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Basis for the Age-related Decline in Intestinal Mucosal Immunity by Douglas L. Schmucker, Robert L. Owen, Robert Outenreath, Karine Thoreux

“…Flow cytometry and lymphocyte adoptive transfer studies showed 3- to 4-fold age-related declines in the homing of antibody-containing cells and mesenteric lymph node lymphocytes to the small intestines of rhesus macaques and rats, respectively. …”
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Dynamic System Simulation to Improve the Effectiveness and Efficiency of Supply Chain Performance and Behaviour on Waste Bank Resik Becik by Ratih Setyaningrum, Vida Auralita, Dwi Izzhati, Pramudi Arsiwi, Tita Thalitha

“…The first scenario is cutting indirect labour costs by $58,83. By adopting this alternative, BSRB reduces expenses from $580,25 to $639,07. …”
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Incremental Instance-Oriented 3D Semantic Mapping via RGB-D Cameras for Unknown Indoor Scene by Wei Li, Junhua Gu, Benwen Chen, Jungong Han

“…To obtain accurate point cloud cluster, we adopt the Gaussian mixture model as an optimizer after processing 2D to 3D projection. …”
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Enhancing Anticancer Potential: Investigating the Synergistic Impact of Doxorubicin and Curcumin on HeLa and Vero Cells in Vitro by Windy Aristiani, Widea Rossi Desvita, Dika Khayatulisma, Citra Ariani Edityaningrum, Any Guntarti, Laela Hayu Nurani

“…This research aims to determine the synergistic effect of the combination of doxorubicin and curcumin on HeLa and safety in normal cells (Vero cells). This study adopted an experimental design utilizing doxorubicin and curcumin samples with HeLa and Vero cells. …”
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Mitochondrial disease registries worldwide: A scoping review. by Ammanie Abdul-Fatah, Leila Esmaeilisaraji, Crisel Mae Juan, Martin Holcik

“…These include establishing registry objectives, respecting patients and their roles in the registry, adopting international data standards, data evaluations, and considerations to privacy legislation, among others. …”
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Optimization Analysis of Advertising Information Resource Allocation in View of the Dynamic Game Model by Jun Han

“…The study found that due to the high barriers to entry of the advertising market and the intangibility of products, the strategy of putting category advertising and information advertising should be adopted. In quantitative research, based on the Sethi model, this study discusses the advertising game strategy model of the Oligarchic competition structure. …”
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Institutional Traps of Digitalization of Russian Higher Education by M. A. Golovchin

“…In 2016-2018 the state in Russia adopted a package of program documents, which implies the transfer of education to the large-scale introduction of digital technologies. …”
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How journalism experience translates to social entrepreneurship: An intention formation study of the Art Yard at Dadaocheng in Taiwan by Huei-Ching Liu, Chaoyun Liang

“…Purpose: In this study, the story of the Art Yard at Dadaocheng, Taipei, Taiwan, was adopted as a case study. We thoroughly investigated the founder, a former television reporter, and her social entrepreneurial intention (SEI) to initiate a social enterprise. …”
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Multi-Layer Perceptron Model Integrating Multi-Head Attention and Gating Mechanism for Global Navigation Satellite System Positioning Error Estimation by Xiuxun Liu, Zuping Tang, Jiaolong Wei

“…To better understand and evaluate the GNSS positioning performance, it is convenient to adopt corresponding measures to reduce the impact of errors on positioning. …”
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