Quinoline-Based Materials: Spectroscopic Investigations as well as DFT and TD-DFT Calculations by Mahmoud A. S. Sakr, Samy A. El-Daly, El-Zeiny M. Ebeid, Sadeq M. Al-Hazmy, Mohammed Hassan

“…The molecular structures of these quinoline derivatives have been optimized via utilizing the B3LYP/6-31G (d) level of theory. …”
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MT Evaluation in the Context of Language Complexity by Dasa Munkova, Michal Munk, null Ľubomír Benko, Jiri Stastny

“…Additionally, the study can also serve as information for optimizing the translation process using postediting.…”
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Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms. by Huu Nam Nguyen, Quoc Thanh Tran, Canh Tung Ngo, Duc Dam Nguyen, Van Quan Tran

“…However, it intermittent nature and potential for distributed system use require accurate forecasting to balance supply and demand, optimize energy storage, and manage grid stability. …”
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KAMU HARCAMALARININ GAYRİ SAFİ YURT İÇİ HASILA VE FAİZ ORANLARI ÜZERİNDEKİ ETKİLERİ by Dr. Erşan Sever, Dr. Murat Demir

“…Kamu kesimi kimi ülke ve ekonomilerde optimal kamu harcama kompozisyonları ile büyüme ve kalkınma sürecinin temel belirleyicisi olurken kimi ülke ve ekonomilerde de yanlış önceliklerle belirlenen kamu harcama formları ve yoğun harcama programına bağlı yüksek kamu borçlanması nedeniyle istikrarlı ve sürdürülebilir bir büyüme sürecinin önündeki en önemli engel olabilmektedir. …”
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Research on medical small sample data classification based on SMOTE and gcForest by Wenchang LIU, Yun WEI, Haoxuan YUAN, Yue GAO

“…Aiming at the problem of poor classification performance in traditional machine learning models caused by shallow model structure and complex data characteristics in small medical sample data, an combine multi- grained improved cascade forest (cgicForest) model was proposed.It enhances the representation learning ability of the model by adding random sampling into the multi-grained scanning and optimizing the transformation features.It also enhances the model's classification ability by updating the cascade forest’s hierarchical structure.Considering category imbalance problems in datasets, the safe-borderline-SMOTE (SBS) algorithm was proposed to dynamic interpolate around the few class samples belonging to the safety boundary, which can improve the quality of training data.The cgicForest was applied for training and learning, thus the SBS-cgicForest classification model was obtained which can support imbalanced medical small samples data.The model is used on three medical datasets for classification experiments.The results show that the performance indexes of the cgicForest model in the classification of medical small sample data with complex characteristics have increased by 4.1～5.4 percentage points, compared with the multi-grained cascade forest (gcForest) model.The performance indexes have increase by 6.6～11.2 percentage points after the combination with SBS algorithm, the F₁ score was 2～2.5 percentage points higher than that obtained by traditional sampling methods.It provides a reference for solving the classification problem of small medical sample data, and includes support for internet of things applications in smart medical scenarios.…”
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The Spatio-Temporal Evolution and Sustainable Development Strategy of Huizhou’s Traditional Villages in the Xin’an River Basin by Wei Wang, Anqi Liu, Xiaoxiao Xu

“…It examined how the four main factors—construction period, geography, ecology, and social and economic development—shape and influence each other. By incorporating an optimal parameters-based geographical detector model, this study further explored the driving mechanisms behind spatial differentiation. …”
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Learning Evolutionary Stages with Hidden Semi-Markov Model for Predicting Social Unrest Events by Fengcai Qiao, Xin Zhang, Jinsheng Deng

“…Our previous work built a hidden Markov model- (HMM-) based framework to predict indicators associated with country instability, leaving two shortcomings which can be optimized: omitting event participants’ interaction and implicitly learning the state residence time. …”
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Mengoptimalkan pengetahuan tim pemberdayaan kesejahteraan keluarga (PKK) dalam produksi kue tradisional di era modern: studi kasus di Malang by Gumoyo Mumpuni Ningsih, Harun Rasyid

“…The purpose of this research is to optimalize the knowledge of mothers about the making of traditional cakes, production management, financial management, and marketing management. …”
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Dynamics of <i>Nakaseomyces glabratus</i> biofilm formation by E. M. Lenchenko, N. P. Sachivkina, A. V. Liseitsev

“…Methods for studying morphometric and densitometric indicators avoiding interfering into the natural biofilm architectonics are recommended to optimize the long-term and retrospective mycological studies, as well as to develop effective mycosis treatment and prevention regimens.…”
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Forecasting of Ionospheric Total Electron Content Data Using Multivariate Deep LSTM Model for Different Latitudes and Solar Activity by Nayana Shenvi, Hassanali Virani

“…Four stations qaq1 (60.7°N, 46.04°W), baie (49.18°N, 68.26°W), mas1 (27.76°N, 15.63°W), and bogt (4.64°N, 74.08°W) in the northern hemisphere were used in this study. To optimize the feature extraction process, we used heat map to find the correlation between TEC and the various exogenous parameters and finally nine correlated parameters were used as inputs to train the LSTM model. …”
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Clinical and laboratory importance of detecting Helicobacter pylori coccoid forms for the selection of treatment by Nikita Gladyshev, Maria Taame, Viacheslav Kravtsov

“…The prevalence of diseases associated with this bacterium is steadily increasing, which makes it necessary to search for optimal therapy aimed at eradication of this bacterium. …”
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Public and Service Activity of the Ministry of Internal Affairs of Ukraine: Current Issues by O. V. Dzhafarova, O. O. Mozhovyi

“…It has been proved that public and service activity of public administration authorities is really possible and actually feasible under the condition of creation and functioning of optimal normative, material and resource, organizational base for its guaranteeing (availability of legislative and other normative and legal documents, functioning of specialized service centers for providing administrative services with the staff of qualified civil servants and electronic databases, etc.). …”
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3,4-Dihydropyrano [C] chromene Synthesis Using Fe3O4@SiO2-SO3H Magnetic Nanocatalyst by Masoumeh Zakarieie, Masoumeh Taherimehr

“…The prepared catalyst was characterized by FT-IR, XRD, BET, VSM, and SEM. The reaction was optimized for four variables of benzaldehyde derivatives, solvent type, temperature, and catalyst loading. …”
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Global research trends in music therapy for surgery: a bibliometric analysis (2009–2023) by Xiaoping Xu, Zhenglan Zhong, Yong Yi

“…Future efforts should focus on expanding interdisciplinary collaborations, exploring advanced technologies for personalized interventions, and investigating optimal implementation strategies to enhance the integration of music therapy into surgical practice.…”
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Analysis of Aging and Degradation in Lithium Batteries Using Distribution of Relaxation Time by Muhammad Sohaib, Abdul Shakoor Akram, Woojin Choi

“…This analysis contributes to a refined understanding of LIB degradation behavior, supporting the development of advanced battery management systems designed to improve safety, optimize battery performance, and extend the operational lifespan of LIBs for various applications.…”
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ADSTrack: adaptive dynamic sampling for visual tracking by Zhenhai Wang, Lutao Yuan, Ying Ren, Sen Zhang, Hongyu Tian

“…We add several extra tokens as auxiliary tokens to the backbone to further optimize the feature map. We extensively evaluate ADSTrack, achieving satisfactory results for seven test sets, including UAV123 and LaSOT.…”
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Predicting prosthetic gait and the effects of induced stiff-knee gait. by Gilmar F Santos, Eike Jakubowitz, Christof Hurschler

“…Predictive models based on optimal control were created to represent the participants. …”
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Study of Uplink Interference in UMTS Network: ASIACELL Company, Iraq by Bakhtiar Ali Karim, Bzhar Rahaman Othman

“…We demonstrate that system enhancement, in terms of lower RTWP level, are obtained by adding second carrier to the sites, separating 2G band from 3G band using special filter, and optimizing the hardware components.    …”
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Influencing Factors on Vehicles Lateral Stability on Tunnel Section in Mountainous Expressway under Strong Wind: A Case of Xi-Han Highway by Lu Wang, Xiaoxin Chen, Hong Chen

“…The results indicate the influence of strong wind on the lateral stability of vehicles in mountainous expressway. The research can optimize the design of the highway tunnel group and provide the basic theory and method basis for the quantitative management and scientific management of the road traffic management department.…”
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The hidden drivers: Unraveling the impact of density, moisture, and scale on Hermetia illucens rearing. by Anjani Nayak, Patrick Klüber

“…Overall, this study underscores the need to adjust moisture, density, and scale to nutrient conversion efficiency when using SMS, CF or other diets. The optimal results for the SMS feed mix were observed at 75% substrate moisture, 250 larvae per 100 g DM, and at approximately 2 larvae per cm2.…”
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