Reinforcement Learning-Based Generative Security Framework for Host Intrusion Detection by Yongsik Kim, Su-Youn Hong, Sungjin Park, Huy Kang Kim

“…The proposed framework demonstrated a high accuracy rate of 96.5% average when faced with different attacks. …”
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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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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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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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Effectiveness and Safety of Korean Medicine in Treating Female Infertility: A Prospective Multicenter Observational Study by Jung HJ, Kim DI, Choi SJ, Park JK, Lee JM

“…Among the analyzed participants, the clinical pregnancy rate, ongoing pregnancy rate, and live birth rate were 20.8% (95% CI, 13.9– 30.0%), 70.0% (95% CI, 48.1– 85.5%), and 13.5% (95% CI, 8.1– 21.8%), respectively. …”
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DYNAMICS OF INCIDENCE WITH MYOCARDIAL INFARCTION IN THE POPULATION OF KUZBASS AND THE RUSSIAN FEDERATION FOR THE PERIOD 2011-2019 by Андрей Георгиевич Петров, Николай Владимирович Абрамов, Сергей Анатольевич Макаров, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин, Наталья Степановна Черных

“…In 2014, the incidence rate decreased to 129.3 cases per 100 thousand population. …”
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Physical model test on the sealing mechanism and reinforcement effect of flowing water grouting for water-sand mixture inrush in the Cuihongshan iron-polymetallic mine by Baofu WU, Wanghua SUI, Guilei HAN, Longfei LIANG, Xinhai YAO, Jiaxin FENG, Xingshuo XU

“…The Z1 and Z2 stages presente a slow-fast-slow grouting rate pattern, whereas Z3 exhibited slow, uniform diffusion and filling, confirming the necessity of secondary borehole grouting. …”
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Study on the age and growth characteristics of Sepia esculenta in the East coast of China based on beak microstructure by Bilin Liu, Bilin Liu, Bilin Liu, Bilin Liu, Yuzhe Ou, Minhua Zhou, Hu Zhang, Yueyue Xiao, Kaiwei Zu, Chaowen Zhu, Haisheng Hu

“…The ML-age relationship fitted a linear growth model, while BW-age relationships followed an exponential model for females and a power function model for males. Growth rate analysis showed varied growth trajectories with age, with the highest absolute growth rate (AGR) of ML observed at 120–150 days for females (1.23 mm/d) and at 60–90 days for males (1.93 mm/d). …”
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