Novel emissions prevention process for regulating process emissions for better protection of the environment and public health by William Ejuvweyerome Odiete

“…It reduces the pollution load of process emissions at source. The research methods applied include, mathematical modeling, questionnaire survey, use of published experimental data and design. …”
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Evaluating associations between patient-to-nurse ratios and mortality, process of care events and vital sign documentation on paediatric wards: a secondary analysis of data from th... by Orsola Gawronski, Corrado Cecchetti, Emanuela Tiozzo, Marta Luisa Ciofi degli Atti, Massimiliano Raponi, Karen Dryden-Palmer, Christopher S Parshuram, George Tomlinson, Immacolata Dall'Oglio, Leah Szadkowski, Ari Robin Joffe

“…Objective To describe the associations between patient-to-nurse staffing ratios and rates of mortality, process of care events and vital sign documentation.Design Secondary analysis of data from the evaluating processes of care and outcomes of children in hospital (EPOCH) cluster-randomised trial.Setting 22 hospitals caring for children in Canada, Europe and New Zealand.Participants Eligible hospitalised patients were aged>37 weeks and <18 years.Primary and secondary outcome measures The primary outcome was all-cause hospital mortality. …”
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DeB3RTa: A Transformer-Based Model for the Portuguese Financial Domain by Higo Pires, Leonardo Paucar, Joao Paulo Carvalho

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An Intelligent Track Segment Association Method Based on Characteristic-Aware Attention LSTM Network by Jiadi Qi, Xiaoke Lu, Jinping Sun

“…Accurate track segment association plays an important role in modern sensor data processing systems to ensure the temporal and spatial consistency of target information. …”
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A Generic Method for Reaction Rate Modeling in Sequential Polymerization Reactions by Yasuo Miwa, Manabu Kano

“…It was demonstrated that the proposed method constructs reasonable reaction rate models by using virtual data of sequential polymerization reaction processes with or without measurement noise. …”
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2D data arrangement to train ANN for depression levels measurementMendeley Data by Al Fathjri Wisesa, Eny Latifah, Sutrisno, Suyatno, Tutut Chusniyah, Kukuh Setyo Pambudi, Mochamad Khoirul Rifai, Moh. Fariq Firdaus Karim, Anugerah Agung Dwi Putra

“…According to data processing, we have the data set including all levels of depression to enhance the effectiveness of measuring depression. …”
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Forecast Model of TV Show Rating Based on Convolutional Neural Network by Lingfeng Wang

“…Then, we improve the convolutional neural network to fit the TV program rating data and finally apply the two prediction models to the TV program rating data prediction. …”
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Estimating an affine term structure model of interest rates with correlated noise. by Shu Wu, Rende Li

“…However, correlated noise frequently occurs during actual data processing. The accuracy and reliability of the filter are compromised if the correlated noise is assumed to be white noise. …”
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A Review of Ultrasound Imaging Methods and Techniques to Enhance Their Frame Rate by Seyyedeh Ensiyeh Hashemi, Hamid Behnam

“…Researchers have tried to increase the frame rate in each case using different methods. Three approaches for this aim are data acquisition, post-processing, and beamforming. …”
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A comparative analysis of fault detection and process diagnosis methods based on a signal processing paradigm by Dorel Aiordăchioaie

“…The electromechanical equipment that generates mechanical vibrations—as an effect of bearing faults—is considered and analyzed. The recorded data are explored with smaller and sliding frames, adapted to the processing criteria used. …”
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Hippocampal damage disrupts the latent decision-making processes underlying approach-avoidance conflict processing in humans. by Willem Le Duc, Christopher R Butler, Georgios P D Argyropoulos, Sonja Chu, Cendri Hutcherson, Anthony C Ruocco, Rutsuko Ito, Andy C H Lee

“…Rodent and human data implicate the hippocampus in the arbitration of approach-avoidance conflict (AAC), which arises when an organism is confronted with a stimulus associated simultaneously with reward and punishment. …”
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Drilling Rate of Penetration Prediction Based on CBT-LSTM Neural Network by Kai Bai, Siyi Jin, Zhaoshuo Zhang, Shengsheng Dai

“…Due to the uncertainty of the subsurface environment and the complexity of parameters, particularly in feature extraction from input data and when seeking to understand bidirectional temporal information, the evaluation and prediction of the rate of penetration (ROP) in real-time drilling operations has remained a long-standing challenge. …”
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Glass transition temperature of asphalt binder based on atomistic scale simulation by Yongwei Fang, Yingying Pang, Jiandong Zhang, Yihan Nie, Hongquan Lu

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A Study of Corrosion-Grade Recognition on Metal Surfaces Based on Improved YOLOv8 Model by Hao Chen, Ying Cao, Shengxian Cao, Heng Piao

“…In this paper, based on YOLOv8, the feature extraction ability is improved by introducing the attention mechanism; a mixed-mixed-sample data augmentation algorithm is designed to increase the diversity of data; and a cosine annealing learning rate adjustment is adopted to improve the training efficiency. …”
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Hardware-Accelerated Data Readout Platform Using Heterogeneous Computing for DNA Data Storage by Xiaopeng Gou, Qi Ge, Quan Guo, Menghui Ren, Tingting Qi, Rui Qin, Weigang Chen

“…This heterogeneous computing acceleration system enables the efficient execution of the entire readout process for DNA data storage. We benchmark the proposed system against a CPU-based software implementation under various error rates and coverages. …”
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Preparation of Innovative Development Rating of Russian Regions by the Level of University Involvement by Irina Yu. Vygodchikova

“…The following problems that require the management influence of state structures are considered: the role of the research base of regional universities in strengthening the innovative potential of regions, the degree of involvement of universities in the innovative regional space.The aim of the study is to develop a rating system for Russian regions according to the degree of university involvement in innovative development using mathematical tools and an intelligent data processing system. …”
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A Method for Detecting Small Slow Targets on Sea Surface Based on FC-MCNN by Qing Sun, Jing Zhao, Chunling Xue, Xueting Yang

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Deep Learning Applications in Medical Image Processing by Ayşe Gül Eker, Nevcihan Duru

“…With the increase in the amount of data, machine learning methods have remained insufficient in the field of image processing. …”
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Automated redaction of names in adverse event reports using transformer-based neural networks by Eva-Lisa Meldau, Shachi Bista, Carlos Melgarejo-González, G. Niklas Norén

“…Results Recall on held-out Yellow Card data was 87% (155/179) at a precision of 55% (155/282) and a false-positive rate of 0.05% (127/ 263,451). …”
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EXCHANGE RATE FLUCTUATION AND FINANCIAL PERFORMANCE OF LISTED MANUFACTURING COMPANIES IN NIGERIA by Yusuf Olamilekan Quadri

“… The havoc from continuous exchange rate fluctuation poses a sizeable threat to manufacturing companies especially those that utilize import-depended inputs in their production processes and consequentially affect their output and performance. …”
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