UniLF: A novel short-term load forecasting model uniformly considering various features from multivariate load data by Shiyang Zhou, Qingyong Zhang, Peng Xiao, Bingrong Xu, Geshuai Luo

“…To address the above problems, we design a novel STLF model called UniLF based on Transformer framework, which contains the proposed convolutional enhancement-fusion embedding method to capture the correlations between load and covariates for embedding, the proposed feature reconstruction-decomposition block to distill multiscale features as well as more detailed local-global variations from 2D space and the core mask-guided multiscale interactive self-attention mechanism to further realize the enhanced interactions of scale features and temporal features. …”
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Autonomous Thermosiphon System of Passive Residual Heat Removal from the Primary Circuit of the Reactor Plant: Features of Operation, Characteristics and Basic Advantages by I. I Sviridenko, D. V. Shevelyov

“…The obtained results are proposed to solve the problems of diversification of passive safety systems of evolutionary reactor plants of nuclear power plants with VVER type reactors.…”
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Chinese Named Entity Recognition for Dairy Cow Diseases by Fusion of Multi-Semantic Features Using Self-Attention-Based Deep Learning by Yongjun Lou, Meng Gao, Shuo Zhang, Hongjun Yang, Sicong Wang, Yongqiang He, Jing Yang, Wenxia Yang, Haitao Du, Weizheng Shen

“…Targeting the characteristics of the Chinese dairy cow diseases corpus, we propose an ensemble Chinese NER model incorporating character-level, pinyin-level, glyph-level, and lexical-level features of Chinese characters. These multi-level features were concatenated and fed into the bidirectional long short-term memory (Bi-LSTM) network based on the multi-head self-attention mechanism to learn long-distance dependencies while focusing on important features. …”
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Features of forming a low-temperature cubic Li7La3Zr2O12 film by tape casting by Efim Lyalin, Larisa Pershina, Evgeniya Il’ina, Konstantin Druzhinin, Semen Belyakov

“…In this research, the features of the structure formation, morphology and lithium-ion conductivity of Li7La3Zr2O12 films were investigated. …”
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Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction by Wesam Ibrahim Hajim, Suhaila Zainudin, Kauthar Mohd Daud, Khattab Alheeti

“…Optimized feature learning and extraction processes are suggested to handle this problem. …”
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Example-Based Super-Resolution Image Reconstruction for Positron Emission Tomography Using Sparse Coding by Xue Ren, Soo-Jin Lee

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Community Participation in Health Systems Research: A Systematic Review Assessing the State of Research, the Nature of Interventions Involved and the Features of Engagement with Co... by Asha S George, Vrinda Mehra, Kerry Scott, Veena Sriram

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Problem of Transmitting Non-Personal Verb Forms in Modern English and Translating Them from English into Russian (by Example of English Aviation Texts) by A. V. Meldianova

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IBCFaiCDR: Auxiliary data-driven item-based collaborative filtering in cross-domain RSs to address user cold start problem by Ronakkumar Patel, Priyank Thakkar

“…The suggested collaborative filtering technique employs IBCF which uses the item similarity obtained with item features. These features are generated by the proposed approach IBCFaiCDR's model, trained on source domain data such as product images and reviews. …”
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Meeting the Needs of a Culturally Diverse Nation: An Evaluation of a Behavioural Program Adapted to Treat Vietnamese Australians Experiencing Gambling Problems by Sue Bertossa, My Phuong Sramek, Kate Fairweather, Sharon Lawn

“…This paper describes the collaborative efforts of an ethno-specific service and a specialist treatment service to provide an evidence-informed intervention to treat Vietnamese Australian individuals experiencing gambling problems. Employing a clinical case audit tool and drawing on the evidence of 33 participants, the study identified which features of therapeutic practice had the most impact on retention and treatment completion. …”
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Institutions of socionormative culture of the Balkars in the activities of judicial institutions of the Nalchik district in the last third of the XIX century: problems of regulatio... by Azinat Zh. Baichekueva

“…The article considers some problems of regulation of property relations of institutions of socionormative culture of Balkars in the activities of judicial institutions of the Nalchik district in the last third of the XIX century. …”
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'I HAD A DREAM...' - THE DEDICATION OF AN EQUES OF THE ALA I DARDANORUM IN THE SURROUNDINGS OF TROESMIS AND THE PROBLEM OF RURAL SETTLEMENTS IN NORTHERN MOESIA INFERIOR by Cristina Georgeta Alexandrescu

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Restructuring of the activities of state authorities and public organizations during the Great Patriotic war: problems of daily life of the population (by the example of Kabardino-... by Alim I. Tetuev

“…For the first time, based on new archival documents and other sources, the restructuring problem of the activities of state authorities and public organizations in wartime conditions on the materials of Kabardino-Balkaria is investigated, the features of the transformation of the state and political leadership of the country and in the field are revealed. …”
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Problems of Assessing the Compliance of Professional Activities of Practical Psychologists with the Requirements of the Implemented Standards (once again about experts and expertis... by Zabrodin Y.M., Pakhalyan V.E.

“…The analysis of the state of the problem of expertise in practical psychology is carried out, in the context of tasks arising in connection with the implementation ? …”
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Reports of the International Organization for Migration: Analysis of the Problems of Ukrainian Refugees and Internally Displaced Persons in the context of the Large-Scale Russian I... by Zakirova Svitlana

“…The research analyzes the structure and topics of reports and surveys of the IOM, characterizes the features of the studied publications, determines the possibilities of using the presented materials of the IOM for research of the problems of Ukrainian refugees and internally displaced persons. …”
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NgodingSeru.com: an adaptive e-learning system with gamification to enhance programming problem-solving skills for vocational high school students by Dwi Maryono, Sajidan, Muhammad Akhyar, Sarwanto, Bayu Tri Wicaksono, Nurcahya Pradana Taufik Prakisya

“…Abstract This study investigates the integration of adaptive e-learning and gamification through a platform called NgodingSeru.com to improve problem-solving skills in programming among vocational high school students. …”
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About revising the computational dynamic scheme of an unmanned aerial vehicle based on the results of ground-based modal test operations in the aeroelasticity problems by S. G. Parafes’

“…The problem of revising the computational dynamic scheme of an unmanned aerial vehicle (UAV), based on the results of ground-based modal test operations, in order to study the UAV flutter and to assess the aeroelastic stability of an UAV with an automatic control system (ACS), is considered. …”
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Short and long-term effects of cognitive behavioral therapy on sleep problems and psychotic symptoms in patients with psychotic disorders: a meta-analysis by Mustafa Ugurlu, Gorkem Karakas Ugurlu, Esra Kabadayi Sahin, Gulsum Zuhal Kamis, Ali Caykoylu

“…The inclusion criteria were randomized controlled trials (RCTs) and uncontrolled studies that focused on participants diagnosed with schizophrenia, schizoaffective disorder, delusional disorder, psychotic disorders not otherwise specified, bipolar disorders, or unipolar depression with psychotic features, who had had sleep problems for at least 1 month, and who were receiving treatment. …”
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<i>H</i>_∞ Preview Tracking Control of Time-Delay Discrete Systems and Its Application in Nuclear Reactor Problems by Fucheng Liao, Hao Xie, Xianchun Meng, Jiang Wu, Yucheng Wei, Jiamei Deng

“…Unlike conventional control systems, the system considered in this study features control inputs that are represented as cumulative sums of historical inputs. …”
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Face morphing detection in the presence of printing/scanning and heterogeneous image sources by Matteo Ferrara, Annalisa Franco, Davide Maltoni

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