Causal machine learning models for predicting low birth weight in midwife-led continuity care intervention in North Shoa Zone, Ethiopia by Wudneh Ketema Moges, Awoke Seyoum Tegegne, Aweke A. Mitku, Esubalew Tesfahun, Solomon Hailemeskel

“…CML was then employed to identify the most suitable classifier for predicting LBW. Gradient boosting algorithms were used to estimate the causal effect of MLCC on LBW. …”
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An Interpretable Model for Salinity Inversion Assessment of the South Bank of the Yellow River Based on Optuna Hyperparameter Optimization and XGBoost by Xia Liu, Yu Hu, Xiang Li, Ruiqi Du, Youzhen Xiang, Fucang Zhang

“…The soil salinity was estimated with the multi-source remote sensing satellite data by combining the extreme gradient boosting model (XGBoost), Optuna hyper-parameter optimization, and Shapley addition (SHAP) interpretable model. …”
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Prediksi Interaksi Drug Target pada Gen Kanker Menggunakan Metode Lasso-XGBoost by Muh Fadhil Al-Haaq Ginoga, Wisnu Ananta Kusuma, Mushthofa Mushthofa

“…In this study, a DTI prediction model is built by selecting features on the data set using Least Absolute Shrinkage and Selection Operator (LASSO) then data balancing performed with Synthetic Minority Oversampling Technique (SMOTE) and Extreme Gradient Boosting (XGBoost) performed to predict the interaction. …”
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Immunogenicity and protective efficacy of a multi-antigenic adenovirus-based vaccine candidate against Mycobacterium tuberculosis by Jin-Seung Yun, Jin-Seung Yun, Eunkyung Shin, Young-Ran Lee, Jung-Ah Lee, Hyeokjin Lee, Jong-Seok Kim, Sung Jae Shin, Sang-Jun Ha, Sang-Won Lee, Dokeun Kim, Jung-Sik Yoo, Hye-Sook Jeong

“…RNA sequencing of the whole blood of rAd-TB4-vaccinated mice collected pre- and, 1 and 4 weeks post-infection, identified differentially expressed genes associated with immune and inflammatory responses, especially those in the Wnt signaling pathway.ConclusionOur results indicate that rAd-TB4 immunization enhances the immune response to the vaccine boosting antigens in BCG-primed mice, making it a potential adult pulmonary TB vaccine candidate.…”
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Parameter fitting-based traveling wave fault location method for multi-terminal DC grids by Le Liu, Fan Xie, Xiaoning Kang, Zhiguo Hao, Aleksandra Lekić, Marjan Popov

“…Compared to the existing methods, the proposed method has desired performance under close-in faults, can withstand 35 dB noise interference, and obviates the need for an extremely high sampling frequency, estimation of tws velocity, and communication devices.…”
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Congenital Hypothyroidism: An Unusual Combination of Biochemical Abnormalities by Ruchi Mantri, S. B. Bavdekar, Sushma U. Save

“…The case demonstrates that raised levels of hepatic transaminases can occur in infants with CHT and these can resolve just with thyroxin therapy, obviating the need for extensive investigative laboratory work-up.…”
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Mine Waste-Based Next Generation Bricks: A Case Study of Iron Ore Tailings, Red Mudand GGBS Utilization in Bricks by M. Beulah, M. R. Sudhir, Mothi Krishna Mohan, G. Gayathri, Deekshith Jain

“…The research is based on the geopolymerization, known to save energy by obviating high-temperature kiln firing and lowering greenhouse gas emissions. …”
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Image recognition technology for bituminous concrete reservoir panel cracks based on deep learning. by Kai Hu, Yang Ling, Jie Liu

“…These innovations optimize feature extraction, enhance feature weighting, and improve information transmission, significantly boosting accuracy and robustness. The improved model achieves a 97.6% accuracy and a Matthews correlation coefficient of 0.98, remaining stable under varying lighting conditions. …”
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Analysis of the Resilience of Balance of Payments Using Comprehensive Evaluation by Shixin Fan, Ying Liu

“…The main conclusions are as follows: (1) balance of payments resilience score can be used as a reference and early warning indicator of a country’s balance of payments situation and improves the measurement of balance of payments. (2) Improving the country’s unemployment rate and boosting adjusted net savings will significantly upgrade the balance of payments situation. …”
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Image classification with rotation-invariant variational quantum circuits by Paul San Sebastian Sein, Mikel Cañizo, Román Orús

“…The equivariant circuit is benchmarked against two different architectures, and it is experimentally observed that the geometric approach boosts the model's performance. Finally, a classical equivariant convolution operation is proposed to extend the quantum model for the processing of larger images, employing the resources available in NISQ devices.…”
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SCHWARZ BIN ICH UND SCHÖN – RHETORISCHE IRONIE IM HOHELIED1 by S Fischer

“…It is demonstrated that she boasts of being black and beautiful. The text is explained by the stylistic device of rhetorical irony. …”
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PREDICTING STOCK PRICE DIRECTION OF EUROZONE BANKS: CAN DEEP LEARNING TECHNIQUES OUTPERFORM TRADITIONAL MODELS? by Bogdan Ionuț ANGHEL

“…This study compares the predictive performance of Bidirectional Long Short-Term Memory (BiLSTM) and Long Short Term Memory (LSTM) with traditional models - Extreme Gradient Boosting (XGBoost) and Logistic Regression - in predicting the daily stock price direction of the ten largest Eurozone banks by market capitalization. …”
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A Model for Cosmic Magnetic Field Amplification: Effects of Pressure Anisotropy Perturbations by Ji-Hoon Ha

“…By analyzing the effects of pressure anisotropy perturbations and their damping rates on the time evolution of cosmic magnetic fields, we highlight the importance of these perturbations in driving plasma instabilities and boosting cosmic magnetic field amplification.…”
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Network-assisted target identification for haploinsufficiency and homozygous profiling screens. by Sheng Wang, Jian Peng

“…Finally, we showed that by combining HIP and HOP assays, GIT further boosts target identification and reveals potential drug's mechanism of action.…”
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La crise de Crimée (mars 2014) : comment en est-on arrivé là ? by Yann Richard

“…And it is regrettable that this issue is addressed in the French press in very oriented way without really considering the Russian point of view, except to assert that president Putin boosted a new cold war and revives Russian imperialism. …”
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Frost Forecasting considering Geographical Characteristics by Hyojeoung Kim, Jong-Min Kim, Sahm Kim

“…Regional accuracy was examined using extreme gradient boosting (XGBoost) to improve frost prediction accuracy, and accuracy differences by region were found. …”
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Życie i twórczość Antoniusa de Butrio by Aleksandra Szymańska

“…The purpose of the article is to introduce the biography and works of this canonist, who also boasted knowledge of Roman law. Butrigarius lived and worked during the uneasy time for the Church of the Great Western Schism, in the resolution of which he was also involved, writing treatises and drafting legal opinions.…”
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Facing covid-19 in Ecuador: a blueprint for monetary policy and food sovereignty by Katiuska King, Pablo Samaniego, César Carranza

“…A compounding factor is the dislocation of a population obliged to turn to informal work or self-employment due to the application of structural adjustment policies and deregulation of markets. The government boosts large-scale mining. Within this framework, the article proposes measures that could help to mitigate some of the problems faced by a country that does not have its own currency. …”
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Resignifying the Unexpected: Career Shocks and its Impacts on the Trajectories of Executive Women by Anna Paula Visentini, Camila Vieira Müller, Angela Beatriz Scheffer

“…The analysis revealed four shocks: Awareness on the finitude of life and resignification of trajectories, Focus on the balance between Work-Life after Harm to Physical and Mental Health, Transformative Experiences and Search for Sense, and the Covid-19 Pandemic’s impact on the working modes. These shocks boosted movements toward more sustainable trajectories, demonstrating that the subjective character of careers allows the positive valuation of experiences commonly considered negative. …”
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The $$(1+3)$$ ( 1 + 3 ) -dimensional ‘quantum principle of relativity’ is Einstein’s principle of relativity by Matthew J. Lake

“…Abstract We show that the $$(1+3)$$ ( 1 + 3 ) -dimensional ‘superboost’ operators, proposed in Dragan and Ekert’s most recent work on superluminal reference frames (Dragan et al. in Class Quantum Gravity 40(2): 025013, 2023), are simply the canonical Lorentz boosts, expressed in nonstandard notation. Their $$(1+3)$$ ( 1 + 3 ) -dimensional ‘superflip’, which is claimed to interchange time and space dimensions for a superluminal observer, travelling with infinite speed, is equivalent to applying the identity operator together with an arbitrary relabeling. …”
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