Qualitative changes in clinical records after implementation of pharmacist-led antimicrobial stewardship program: a text mining analysis by Keisuke Sawada, Shuji Kono, Ryo Inose, Yuichi Muraki

“…New strong co-occurrence relationships emerged in the post-ASP period for several laboratory parameters (c-reactive protein, 0.646; estimated glomerular filtration rate, 0.594; and white blood cell count, 0.582). …”
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Photovoltaic Panel Efficiency Estimation with Artificial Neural Networks: Samples of Adiyaman, Malatya, and Sanliurfa by Yasin Icel, Mehmet Salih Mamis, Abdulcelil Bugutekin, Mehmet Ismail Gursoy

“…The amount of electric energy produced by photovoltaic panels depends on air temperature, humidity rate, wind velocity, photovoltaic module temperature, and particularly solar radiation. …”
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Personal characteristics, gardening engagement, and the value of local garden: a social and economic perspective by Miae Jeong, Miae Jeong, Jiwon Park, Haemin Lee, Jooyeong Lee

“…Middle- and low-income groups (incomes below 4 million KRW) had a WTP rate of 68.1%, and garden creation experience raised WTP to 70.5%. …”
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A Review of Nontraditional Biomanipulation by Xia Zhang, Ping Xie, Xiaoping Huang

“…The original idea of biomanipulation (increased zooplankton grazing rate as a tool for controlling nuisance algae) is not the only means of controlling nuisance algae via biotic manipulations. …”
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Cell-type specific repertoire of responses to natural scenes in primate retinal ganglion cells by Alexandra Kling, Nora Brackbill, Colleen Rhoades, Alex Gogliettino, Alexander Sher, Alan Litke, E. J. Chichilnisky

“…Responses to thousands of natural images were used to examine the average firing rate kinetics in each RGC type as well as the repertoire of distinct firing patterns that each type produced. …”
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Study on Satisfaction Evaluation of Ecotourism Through Advanced Network Text Mining by Jia Gao, Leong Mow Gooi, Kim Mee Chong, Xiang Lyu, Jin Zhang

“…The LSTM model was further optimized using GA to improve its performance by fine-tuning hyperparameters such as learning rate and network depth. Key findings indicate that the GA-optimized LSTM model achieved a 15% increase in accuracy, a 20% improvement in precision, and a 25% boost in recall compared to the unoptimized model. …”
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Key factors influencing CO2 emissions in the southern power grid of China by Yanlu Huang, Zifei Wang, Fan Zhang, Junfeng Tan, Xudong Hu

“…Contribution rate analysis further highlighted varied progress toward carbon peaking and heterogeneous supply methods. …”
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Monetary policy of the National bank of Kazakhstan: chronological analysis and assessment by D. B. Kanagatova, V. N. Sidorenko

“…A dynamic assessment of changes in the exchange rate against the us dollar was made. The policy of the National Bank in the context of the crisis is consistently analyzed and evaluated. …”
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Climate Change Adaptation: New Perspectives for Natural Resource Management and Conservation by Rebecca G. Harvey, Laura A. Brandt, Frank J. Mazzotti

“…As temperatures, rainfall patterns, and disturbance regimes change and sea levels rise, ecosystems are being transformed. …”
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Rib fractures in blunt chest trauma - associated thoracic injuries by Iv. Dimitrov, Iv. Novakov, P. Bonev, A. Uchikov

“…The mean hospital stay was 8, 7 days. The lethality rate was 16,9% -all of them due to the associated chest injuries. …”
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Artificial neural networks employment in the prediction of evapotranspiration of greenhouse-grown sweet pepper by Héliton Pandorfi, Alan C. Bezerra, Roberto T. Atarassi, Frederico M. C. Vieira, José A. D. Barbosa Filho, Cristiane Guiselini

“…The ANN learning model recognized the evapotranspiration patterns with acceptable accuracy, with mean square error of 0.005, in comparison to the data recorded in the lysimeter, with coefficient of determination of 0.87, demonstrating the best approximation for the 4-21-1 network architecture, with multilayers, error back-propagation learning algorithm and learning rate of 0.01.…”
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Position Weight Matrix, Gibbs Sampler, and the Associated Significance Tests in Motif Characterization and Prediction by Xuhua Xia

“…The multiple comparison problem associated with the test of site-specific frequencies is best handled by false discovery rate methods. The test of PWM, due to the use of pseudocounts, is best done by resampling methods. …”
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Publication Trends on the Varying Coefficients Model: Estimating the Actual (Under)Utilization of a Highly Acclaimed Method for Studying Statistical Interactions by Assaf Botzer

“…The gap between the high acclaims of the VCM in the statistical literature and its low utilization rate in practice should be of concern to the research community. …”
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Cost Analysis and Optimization of Modern Power System Operations by Ahto Pärl, Praveen Prakash Singh, Ivo Palu, Sulabh Sachan

“…Key constraints considered include reserve requirements, ramp rate limits, and minimum up/down time. Simulations are performed across multiple scenarios, including systems with spinning reserves, responsive demand, renewable energy integration, and energy storage systems. …”
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The Pleiades are a cluster of fungal effectors that inhibit host defenses. by Fernando Navarrete, Nenad Grujic, Alexandra Stirnberg, Indira Saado, David Aleksza, Michelle Gallei, Hazem Adi, André Alcântara, Mamoona Khan, Janos Bindics, Marco Trujillo, Armin Djamei

“…Sequence-based prediction of effector function is impeded by their rapid evolution rate. In the maize pathogen Ustilago maydis, effector-coding genes frequently organize in clusters. …”
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A multi-tiered feature selection model for android malware detection based on Feature discrimination and Information Gain by Parnika Bhat, Kamlesh Dutta

“…Rigorous testing and analysis show that Random Forest classification achieves the highest Accuracy rate of 96.28%.…”
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The Coming of Age of E-Prints in the Literature of Physics. by Cecelia M. Brown

“…The citation rate by both e-prints and journals was highest from the high energy particle physics archives. …”
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MODERN PECULIARITIES OF IXODIC TICK-BORNE BORRELIOSIS EPIDEMIOLOGY IN KEMEROVO REGION by Анна Роняевна Ефимова, Ольга Михайловна Дроздова

“…Objective – to establish the epidemiologic patterns of Lyme Borreliosis spread in the Kemerovo region. …”
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Climate Change Adaptation: New Perspectives for Natural Resource Management and Conservation by Rebecca G. Harvey, Laura A. Brandt, Frank J. Mazzotti

“…As temperatures, rainfall patterns, and disturbance regimes change and sea levels rise, ecosystems are being transformed. …”
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Drug Release Profile from Calcium-Induced Alginate-Phosphate Composite Gel Beads by Yoshifumi Murata, Youko Kodama, Takashi Isobe, Kyoko Kofuji, Susumu Kawashima

“…The initial release amount and release rate of a water-soluble drug, diclofenac, from the alginate gel beads could be controlled by modifying the composition of the matrix with calcium phosphate. …”
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