Software Defect Prediction Based on Effective Fusion of Multiple Features by Chaozheng Zhang, Junhua Wu

“…The proposed model is evaluated on nine open-source Java project samples from the PROMISE dataset. …”
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GOVERNMENT DEBTS AND ECONOMIC GROWTH NEXUS: EMPIRICAL EVIDENCE FROM EMERGING ECONOMY by Emmanuel Imuede OYASOR

“…This could include refinancing existing high-cost debt with lower-interest options, optimizing the debt maturity structure, and improving credit ratings through sound fiscal policies and economic reforms, regulate the issuance and management of domestic debt to ensure it is used efficiently and does not crowd out private sector investment, also, ensure that both foreign and domestic debt are allocated to projects and sectors with high growth potential, and establish mechanisms for regular monitoring and evaluation of public debt levels and their impact on economic growth. …”
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Factors affecting the design of the management dashboard framework with an emphasis on the components of human resources productivity by Hassan Barmaki, Farshad Faezy Razi, Ehtesham Rashidi

“…Using productivity as a standard is useful for calculating efficiency, and can guide efforts to allocate resources optimally. …”
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MCT-CNN-LSTM: A Driver Behavior Wireless Perception Method Based on an Improved Multi-Scale Domain-Adversarial Neural Network by Kaiyu Chen, Yue Diao, Yucheng Wang, Xiafeng Zhang, Yannian Zhou, Minming Gu, Bo Zhang, Bin Hu, Meng Li, Wei Li, Shaoxi Wang

“…This model captures both the spatial features and the temporal dependencies from the input radar signal. Subsequently, an Efficient Channel Attention (ECA) module is utilized to allocate adaptive weights to the feature channels that carry the most relevant information. …”
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Clinical and cost-effectiveness of detailed anomaly ultrasound screening in the first trimester: a mixed-methods study by Jehan N Karim, Helen Campbell, Pranav Pandya, Edward C F Wilson, Zarko Alfirevic, Trish Chudleigh, Elizabeth Duff, Jane Fisher, Hilary Goodman, Lisa Hinton, Christos Ioannou, Edmund Juszczak, Louise Linsell, Heather L Longworth, Kypros H Nicolaides, Anne Rhodes, Gordon Smith, Basky Thilaganathan, Jim Thornton, Gillian Yaz, Oliver Rivero-Arias, Aris T Papageorghiou

“…Prospective and retrospective studies evaluating pregnancies of low, mixed or uncertain a priori risk and in any healthcare setting were eligible for inclusion. …”
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High-flow nasal cannula therapy versus continuous positive airway pressure for non-invasive respiratory support in paediatric critical care: the FIRST-ABC RCTs by Padmanabhan Ramnarayan, Alvin Richards-Belle, Karen Thomas, Laura Drikite, Zia Sadique, Silvia Moler Zapata, Robert Darnell, Carly Au, Peter J Davis, Izabella Orzechowska, Julie Lester, Kevin Morris, Millie Parke, Mark Peters, Sam Peters, Michelle Saull, Lyvonne Tume, Richard G Feltbower, Richard Grieve, Paul R Mouncey, David Harrison, Kathryn Rowan

“…Clinical management In both groups, the allocated treatment was started in most children who started respiratory support (HFNC: 98.3% and CPAP: 88.5%). …”
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BATRACIO: BAsic, TRAnslational, Clinical, Research Phase Identification in BiOmedical Publications by Nicolau Duran-Silva, Jorge Carrillo-de-Albornoz, Laura Plaza, Sara Ricardo, Francesco A. Massucci, Sonia Veiga, Arnau Ramos-Prats

“…The increasing interest from research agencies, governments, and universities in understanding research funding and prioritising research efforts has highlighted the need for reliable and efficient methods for exploring research portfolios. …”
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State of health prediction of lithium-ion batteries in charging chambers based on multi-modal deep learning by ZHAO Yinghua, CHEN Anbi, ZHANG Zengyu, LI Wenzhong, HAN Yu

“…The Transformer layer dynamically allocated feature weights through a multi-head self-attention mechanism, focusing on key features of global degradation patterns. …”
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Developing a method for root-zone soil moisture monitoring at the field scale using remote sensing and simulation modeling by Hamideh Noory, Morteza Khoshsima, Atsushi Tsunekawa, Mitsuru Tsubo, Nigussie Haregeweyn, Salar Pashapour

“…Efficient use of water and irrigation management are essential to sustain irrigated agriculture in drylands, where water resources are limited. …”
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