Improved Double-Layer Structure Multilabel Classification Model via Optimal Sequence and Attention Mechanism by Geqiao Liu, Mingjie Tan

“…In this study, the author put forward a two/two-layer chain classification algorithm with optimal sequence based on the attention mechanism. …”
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Integration of the PubAnnotation ecosystem in the development of a web-based search tool for alternative methods by Mariana Neves

“…Currently, our two PubAnnotation repositories for discourse elements contain annotations for more than 110k PubMed documents. …”
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Machine learning-based anomaly detection and prediction in commercial aircraft using autonomous surveillance data. by Tian Xia, Lanju Zhou, Khalil Ahmad

“…The research methodology consisted of the following steps: formulation of the problem, selection of data and labelling, construction of the model for prediction, installation, and testing. The data tagging technique was based on the requirements set by the Global Aviation Organisation for business jet-engine aircraft, which expert business pilots then validated. …”
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Adoption Spells of Improved Potato Varieties by Smallholder Farmers in Eastern Ethiopia: The Duration Approach by Sisay Lemessa, Molla Alemayehu, Megersa Daksa, Nigussie Dechassa

“…Potato is mainly tagged as a food security crop in Ethiopia. However, its productivity remains low due to low adoption of improved technologies by smallholder farmers. …”
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Task-dependent Optimal Weight Combinations for Static Embeddings by Nathaniel Robinson, Nathaniel Carlson, David Mortensen, Elizabeth Vargas, Thomas Fackrell, Nancy Fulda

“… A variety of NLP applications use word2vec skip-gram, GloVe, and fastText word embeddings. These models learn two sets of embedding vectors, but most practitioners use only one of them, or alternately an unweighted sum of both. …”
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An overview of smart agriculture using internet of things (IoT) and web services by Vijaya Choudhary, Paramita Guha, Giovanni Pau, Sunita Mishra

“…IoT devices equipped with RFID tags are highlighted as integral components of a broader network, with cloud computing offering a scalable infrastructure to manage the substantial data generated by IoT components. …”
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Regulation of human papillomavirus E6 oncoprotein function via a novel ubiquitin ligase FBXO4 by Arushi Vats, Luca Braga, Nezka Kavcic, Paola Massimi, Edoardo Schneider, Mauro Giacca, Laimonis A. Laimins, Lawrence Banks

“…Therefore, to identify these novel ubiquitin ligases, we performed high-throughput human siRNA library screen against ubiquitin ligases in clustered regularly interspaced palindromic repeat (CRISPR)-edited E6AP-knockout human embryonic kidney (HEK) 293 cells, stably expressing green fluorescent protein (GFP)-tagged HPV-18E6. We found a number of ubiquitin ligases that increase the expression of GFP-tagged 18E6 upon their knockdown in the absence of E6AP. …”
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Bibliometric Review on Corporate Social Responsibility of the Food Industry by Mingli He, Weiping Yu, Xiaoyun Han

“…The research results show that future research should be more in-depth and reflect the new characteristics of the Internet, digitalization, and big data.…”
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A BERT-BiGRU-CRF Model for Entity Recognition of Chinese Electronic Medical Records by Qiuli Qin, Shuang Zhao, Chunmei Liu

“…The BERT layer first converts the electronic medical record text into a low-dimensional vector, then uses this vector as the input to the BiGRU layer to capture contextual features, and finally uses conditional random fields (CRFs) to capture the dependency between adjacent tags. The experimental results show that the F1 score of the model reaches 90.38%.…”
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Recherche d’indices lexicosyntaxiques de segmentation et de liage par une analyse automatique de corpus by Yves Bestgen

“…This study uses an automated corpus analysis technique to try to provide a complementary point of view to that of more qualitative studies of segmentation and linking indices, such as adverbial expressions, connectors and anaphora. …”
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Micro-Trivium: A lightweight algorithm designed for radio frequency identification systems by Shiyong Zhang, Gongliang Chen

“…We propose principles for choosing parameters and generating better parameters that are feasible for low-cost radio frequency identification tags in distributed sensor networks. The new algorithm, named Micro-Trivium, requires less power and a smaller chip area than the original Trivium, which is proven using experimental data and results. …”
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Concept Mapping Strategy: An Effective Tool for Improving Students’ Academic Achievement in Biology by John Sakiyo, Kawu Waziri

“…The design of the study was quasi-experimental design with 122 Senior Secondary students selected purposively from two senior secondary schools in Adamawa state. Instrument used for data collection was an achievement test tagged Biology Students’ Achievement Test (BSAT) adapted from WAEC tests 2005 to 2010. …”
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DANSK: Domain Generalization of Danish Named Entity Recognition by Kenneth Enevoldsen, Emil Trenckner Jessen, Rebekah Baglini

“…To alleviate these limitations, this paper introduces: 1) DANSK: a named entity dataset providing for high-granularity tagging as well as within-domain evaluation of models across a diverse set of domains; 2) and three generalizable models with fine-grained annotation available in DaCy 2.6.0; and 3) an evaluation of current state-of-the-art models’ ability to generalize across domains. …”
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An Ant Colony Optimization Based Feature Selection for Web Page Classification by Esra Saraç, Selma Ayşe Özel

“…Web pages have a large number of features such as HTML/XML tags, URLs, hyperlinks, and text contents that should be considered during an automated classification process. …”
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Nanobody-thioesterase chimeras to specifically target protein palmitoylation by Chien-Wen Kuo, Caglar Gök, Hannah Fulton, Eleanor Dickson-Murray, Samuel Adu, Emily K. Gallen, Sheon Mary, Alan D. Robertson, Fiona Jordan, Emma Dunning, William Mullen, Godfrey L. Smith, William Fuller

“…Anti-GFP nanobodies fused to thioesterases (which depalmitoylate protein cysteines) depalmitoylate GFP tagged substrates. A chemogenetic approach to enhance nanobody affinity for its target enables temporal control of target depalmitoylation. …”
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Practice of comorbidity management based on community chronic disease health management support centers: an introduction and discussion by Mengyun SUI, Sheng ZHANG, Yuheng WANG, Qinghua YAN, Fei WU, Chen FU, Minna CHENG, Yan SHI

“…Shanghai city has developed a comprehensive and closed-loop chronic disease health management system, which includes pre-diagnosis risk assessment and identification with tagged classification, intra-diagnosis standardized monitoring, data sharing integration, multidisciplinary collaboration, decision support, and post-diagnosis complication screening, intelligent follow-up, patient self-management, standardized health education, and re-evaluation. …”
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Cardiac Magnetic Resonance Imaging in Diagnostics and Cardiovascular Risk Assessment by Patrycja S. Matusik, Katarzyna Mikrut, Amira Bryll, Tadeusz J. Popiela, Paweł T. Matusik

“…Novel CMR techniques, such as T1 and T2 mapping, may be used for the longitudinal follow-up of myocardial fibrosis and myocardial edema or inflammation in different groups of patients, including patients with systemic sclerosis, myocarditis, cardiac sarcoidosis, amyloidosis, and both ischemic and non-ischemic cardiomyopathy, among others. Moreover, CMR tagging and feature tracking techniques might improve cardiovascular risk stratification in patients with different etiologies of left ventricular dysfunction. …”
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Propithecus verreauxi demography spanning 40 years at Bezà Mahafaly Special Reserve, southwest Madagascar by Joelisoa Ratsirarson, Jeannin Ranaivonasy, Richard Lawler, Isabella Fiorentino, Nelson Rios, Alison Richard

“…We have compiled a dataset encompassing over 900 individuals that have been tagged and followed during this period, and new data continue to be added. …”
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Image Recognition and Content Comprehension in Media Accessibility: A Study on the Reception of Audiences with Limited Hearing by Farzaneh Shokoohmand, Masood Khoshsaligheh

“…As for the techniques of speaker identification, color-coding caused significantly better content comprehension scores than tagging. Concerning sound comprehension, the three techniques were not significantly different from one another in terms of viewers’ content comprehension. …”
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A Cell Model for Conditional Profiling of Androgen-Receptor-Interacting Proteins by K. A. Mooslehner, J. D. Davies, I. A. Hughes

“…For this purpose, male genital development relevant mouse cell lines were genetically modified to express a tagged version of wild-type AR, allowing copurification of multiprotein complexes under native conditions followed by mass spectrometry. …”
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