Multitask Adaptation for Unlabeled Domain Using Multiple Single-Task Domains by Youngwook Kang, Hawook Jeong, Junsup Shin, Jongwon Choi

“…We suggest using the ‘TripleMix’ approach to obtain the integrated features from the three separate domains, including two labeled domains and one unlabeled domain. …”
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Organizational factors for ensuring the competitiveness of medium‐sized businesses in the information and network economy by E. Yu. Kuznetsova, N.A. Amosov, O.O. Podoliak, V.V. Kuzmin

“…In the modern world, features of deglobalization have manifested themselves, but the tasks of cooperation ties remain relevant. …”
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ALSEE: a framework for attribute-level sentiment element extraction towards product reviews by Hanqing Xu, Shunxiang Zhang, Guangli Zhu, Haiyang Zhu

“…Firstly, a small amount of sample data is selected by random sampling, and multiple features (including part of speech, word distance, dependency relationship and semantic role) which are labelled. …”
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Air Quality Issues and Settlement Suitability Analysis in Iğdır Central District by Mücahit Çoşkun, Hüseyin Şahiner, Onur Canbulat, Ahmet Öztürk

“…Air pollution can be a concern during certain seasons, specifically in autumn and winter, in the city center of Iğdır owing to the city’s geomorphological and climatological features. This study aims to examine the spatial and vertical distribution of air pollution in the atmosphere of the city center of Iğdır and identify suitable areas for urban settlement. …”
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Flame Combustion State Detection Method of Cement Rotary Furnace Based on Improved RE-DDPM and DAF-FasterNet by Yizhuo Zhang, Zixuan Gu, Huiling Yu, Shen Shi

“…By applying a mask to the burning area and mixing it with the actual image in the denoising process, local diversity generation in the image was realized, and the problem of limited and uneven data was solved. Secondly, this article proposes the DAF-FasterNet model, which incorporates a deformable attention mechanism (DAS) and replaces the ReLU activation function with FReLU so that it can better focus on key flame features and extract finer spatial details. …”
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Early Fault Detection Method of Rolling Bearing Based on MCNN and GRU Network with an Attention Mechanism by Xiaochen Zhang, Yiwen Cong, Zhe Yuan, Tian Zhang, Xiaotian Bai

“…Aiming at the problem of early fault diagnosis of rolling bearing, an early fault detection method of rolling bearing based on a multiscale convolutional neural network and gated recurrent unit network with attention mechanism (MCNN-AGRU) is proposed. …”
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Jordanian deformation of the non-compact and s l 2 $$ \mathfrak{s}{\mathfrak{l}}_2 $$ -invariant XXX −1/2 spin-chain by Riccardo Borsato, Miguel García Fernández

“…The deformation gives rise to interesting features because, while being integrable, the Hamiltonian is non-hermitian and non-diagonalisable, so that it only admits a Jordan decomposition. …”
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A comparative analysis of machine learning algorithms with tree-structured parzen estimator for liver disease prediction by Rakibul Islam, Azrin Sultana, MD. Nuruzzaman Tuhin

“…In the pre-processing of the data, techniques such as upsampling have been utilized to address the class imbalance problem. Normalization has been employed to scale the dataset, and feature selection has been applied to choose important features. …”
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Using wood as a new generation building material in the context of sustainable development by Akiner Muhammed Ernur, İlknur Akiner, Nurdan Akiner, Pancovska Valentina Zileska

“…The research seeks to inform future generations about the predicted sustainable features of wooden structures, which are touchstones of the global construction industry, under the usual circumstances of a new industry. …”
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A New Look at the Processes of Edema Formation of the Recipient Wound Bed and the Possibility of Its Assessment Using Modern Instrumental Diagnostic Methods in Experiment and Clini... by I. V. Pavlenko, M. S. Baleev, V. N. Gostev

“…The complete closure of extensive wound defects is a serious problem of modern surgery. In a significant part of clinical cases, practicing surgeons have difficulties in the surgical treatment for extensive soft tissue wounds, especially those that have existed for a long time and have no tendency to heal. …”
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Classification of shale gas “sweet spot” based on Random Forest machine learning by NIE Yunli, GAO Guozhong

“…Firstly, data from ten wells in Changning area are selected and eleven features are selected for “sweet spot” classification by the Kendall correlation. …”
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Desired Trajectory-Based Sliding Mode Control for Multiple Perishable Inventory Systems by Tymoteusz Zwierzchowski, Katarzyna Adamiak

“…This paper tackles the problem of supply chain management for multiple warehouse perishable inventory system. …”
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The use of authentic songs in teaching Russian as a foreign language on A1-A2 level by Natalia A. Gridneva, Svetlana M. Vladimirova

“…The paper deals with the problem of authentic songs’ usage at the initial stage of Russian as foreign language teaching. …”
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Data Quality Improvement Method for Power Equipment Condition Based on Stacked Denoising Autoencoders Improved by Particle Swarm Optimization by JI Rong, HOU Huijuan, SHENG Gehao, ZHANG Lijing, SHU Bo, JIANG Xiuchen

“…In order to solve this problem, a data cleaning method based on improved stack noise reduction autoencoder is proposed in this paper. …”
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Analysis for Detecting Banana Leaf Disease Using the CNN Method by Nita Helmawati, Ema Utami

“…The CNN model was trained to recognize important visual features on banana leaves that indicate disease infection. …”
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TRANSIENT GLOBAL AMNESIA IN A PATIENT WITH HYPERTENSIVE CRISIS by E. V. Yakovleva, O. V. Mysovskaya, O. S. Lobanova

“…Also,  the patient had no features of stroke, acute hypertensive encephalopathy, epilepsy and alcohol blackout. …”
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Eksplikacja znaku percepcyjnego zapachu w świadomości użytkowników języka polskiego oraz w definicjach słownikowych (na materiale eksperymentu psycholingwistycznego) by Alina Yodlovska

“… EXPLICATION OF THE PERCEPTUAL SIGN ”SMELL” IN THE MINDS OF POLISH LANGUAGE USERS AND IN DICTIONARY DEFINITIONS (BASED ON THE MATERIAL OF A PSYCHOLINGUISTIC EXPERIMENT) The problem of explicating perceptual features in vocabulary definitions is still underdeveloped in linguistics. …”
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Evaluation of Dockless Bike-Sharing Transfer Services around Metro Stations considering Spatial Heterogeneity by Jieshuang Dong, Shawen Chen, Wenxiang Li, Yiwei Zhou, Hongyun Si

“…The dockless bike-sharing system provides a convenient transfer option for metros, which can solve the “last mile” problem for passengers. However, the quality of bike-sharing transfer services around metro stations and its influencing factors are still unrevealed. …”
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Electronic Educational Supervision in Mainstream Education in the United Kingdom and the possibility its utilization in Egypt. by Lawahiz Genedy

“…The study deployed a descriptive research methodology, and the study problem was formulated as: How to utilize the United Kingdom’s experience in initiating e-educational supervision in mainstream education in Egypt? …”
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Investigating the Effect of Drugs of Chloramphenicol and Gentamicin on Acanthamoeba genotype T3 Causing keratitis Isolated from Environmental samples in vitro by Turkan K. Karyagdi, Husain F. Hassan, Shihab A. Mohammed

“…Acanthamoeba was isolated from water samples on NNA and PYG media, using an inverted microscope with an electron microscope to determine their phenotypic features. PCR and Sequencing were also used to determine their genotype. …”
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