Application of Improved Deep Learning Method in Intelligent Power System by HuiJie Liu, Yang Liu, ChengWen Xu

“…The method uses the convolutional neural network to establish the energy prediction calculation model, uses CNN adaptive data features to mine characteristics, quantifies power uncertainty, uses drop regularization to optimize the deep network structure, uses the deep forest to learn the extracted data features, and builds a prediction model, in order to achieve accurate prediction of power load and solve the problem that the accuracy of existing forecasting methods decreases due to random fluctuations of power. …”
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Band Selection Algorithm Based on Multi-Feature and Affinity Propagation Clustering by Junbin Zhuang, Wenying Chen, Xunan Huang, Yunyi Yan

“…This verifies that the proposed method outperforms traditional single-information methods in handling spatial and spectral redundancy between bands, demonstrating good adaptability and stability.…”
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Comparing Bolt Implementation Methods in Vibration Testing for Accurate Dynamic Behavior Analysis by Jong Hyuk Back, Jeong Bin Bae, Ji Hye Kang, Jung Jin Kim

“…This study systematically compares six bolt connection methods—bonded, adaptive bonded, joint, beam, screw, and fixed bolt—using a finite element analysis of a headlamp vibration test jig. …”
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The Al Umanaa Foundation's Literacy Strategies at SMP and SMA Al Umanaa Boarding School, Sukabumi by Supriatnoko, Hastuti Redyanita, Ida Bagus Putu Suamba

“…The study reveals that the Al Umanaa Foundation effectively adapts the literacy learning syllabus to the national curriculum, creates a conducive physical environment, and involves the community in literacy activities. …”
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Performance Evaluation of Various Z-Source Inverter Topologies for PV Applications Using AI-Based MPPT Techniques by N. Kalaiarasi, A. Sivapriya, Pradeep Vishnuram, Mukesh Pushkarna, Mohit Bajaj, Hossam Kotb, Sadam Alphonse

“…Also, artificial neural networks (ANNs), fuzzy logic controller (FLC), and adaptive neuro-fuzzy inference system (ANFIS)-based MPPT techniques are discussed for obtaining maximum power from PV panels. …”
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Perfusion MRI in automatic classification of multiple sclerosis lesion subtypes by Ehsan Homayouny, Rasoul Mahdavifar Khayati, Seyed Massood Nabavi, Vania Karami

“…Therefore, a Bayesian classifier based on the adaptive mixture method was used to segment all lesions, and an artificial neural network (ANN) employed a multi‐layer Perceptron as a subtype classifier. …”
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Randomized Clinical Trial of a Self-Adhering Flowable Composite for Class I Restorations: 2-Year Results by J. Sabbagh, S. Dagher, N. El Osta, P. Souhaid

“…The percentage of restorations scored alpha decreased significantly over time with Premise Flowable and Vertise Flow for marginal adaptation and surface texture as well as marginal discoloration while it did not vary significantly for color matching. …”
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A Novel Method to Forecast Nitrate Concentration Levels in Irrigation Areas for Sustainable Agriculture by Halil Karahan, Müge Erkan Can

“…The proposed model, although based on an artificial neural network (ANN), also has the potential to be adapted for methods used in machine learning and artificial intelligence, such as Support Vector Machines, Decision Trees, Random Forests, and Ensemble Learning Methods.…”
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Dynamic Capabilities, Flexibility and Competitive Performance Practices Based on IT; Comparison of Public Organizations and Agricultural Businesses by Cindy Puspitafuri, Sudirman Zaid

“…Public sector improvement implications: a) Improved IT governance, is public organizations should focus on strengthening their IT governance structures to enhance dynamic capacity, particularly related to human resource management; and b) Improved flexibility is ensuring that IT use in these organizations adheres to flexibility principles will be critical to adapting to changing needs. Agriculture business focus implications: a) Improved capacity is agricultural stakeholders should prioritize improving their IT capacity; b) Improved perceptions and behaviors is improving the perceptions and behaviors of farmers and extension workers is critical to developing dynamic IT capabilities and business flexibility; and c) Effective digitalization, this effort is critical to optimizing the agricultural supply chain and ensuring the success of the digital transformation of agricultural practices.…”
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Emotional distress and affective knowledge representation one year after the COVID-19 outbreak. by Laura Barca, Pierpaolo Iodice, Amine Chaigneau, GianLuca Lancia, Giovanni Pezzulo

“…Second, increased self-reported interoceptive awareness compared to pre-pandemic data, with greater attention to bodily sensations and adaptive aspects of interoceptive sensitivity. Furthermore, female participants reported higher scores than males on the questionnaire subscales of Emotional Awareness and Attention Regulation. …”
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Evaluation of Housing Quality Indicators Using Analytic Network Process (ANP) by hossein mobarra, Mahsa Faramarzi Asli

“…Subsequently, after evaluating the indicators using the ANP model, the results indicate that among the examined indicators, housing facilities and amenities with  0.318, housing security with 0.218, housing comfort with 0.145, compatibility with complementary uses with 0.142, housing durability with 0.109, and housing climate adaptation with 0.065 have been assigned the highest weights, respectively.…”
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Modeling environmental interactions and collaborative interventions for childhood stunting: A case from Indonesia by Sri Juni Woro Astuti, Sayekti Suindyah Dwiningwarni, Suryo Atmojo

“…Further research is needed to explore the specific impacts of social capital in other contexts in Indonesia and to develop more adaptive intervention models to local social and cultural dynamics.…”
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Questioning the Dimensions of Digital Surveillance and Parental Supervision: YouTube Challenges and Video Recommendation System by Tuğça Poyraz, Elif Özuz Dağdelen

“…While digital culture enables individuals to transfer their norms and values to social media platforms, on the other hand, it has adapted its norms and values to daily culture. …”
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Hierarchical and Distributed Eco-Driving Approach for Mixed Vehicle Clusters at Unsignalized Intersections by Jie Yu, Yugong Luo, Weiwei Kong, Fachao Jiang

“…For the cloud decision layer, the multivehicle model-free adaptive predictive cooperative driving (MFAPCD) method is designed by using only the driving data of the HDVs and ICVs formation based on compact form dynamic linearization (CFDL) technique, thereby improving traffic efficiency. …”
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A Novel Optimal Control Method for Impulsive-Correction Projectile Based on Particle Swarm Optimization by Ruisheng Sun, Qiao Hong, Gang Zhu

“…These result in difficulties in finding the global optimum solution by directly utilizing any other optimization approaches, for example, Hp-adaptive pseudospectral method. Consequently, PSO mechanism is employed for optimal setting of impulsive control by considering the time intervals between two neighboring lateral impulses as design variables, which makes the briefness of the optimization process. …”
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Study on the Response of Staggered Floor Isolated Structures in Mountainous Areas under Three-Dimensional Earthquakes by Shishan Cheng, Jie Yang, Dewen Liu, Lihao Chen, Feng Wan, Fan Yang, Yang Liu

“…As coal mines are susceptible to safety accidents due to earthquakes, the requirements for structures in coal mining areas such as fire control centers and hospitals are higher, so base isolated structures, including staggered isolated structures, adapted to mountainous terrain are used in mining areas. …”
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Establishing Concurrent Validity of the Role Checklist Version 2 with the OCAIRS in Measurement of Participation: A Pilot Study by Patricia J. Scott, Danielle Cacich, Morgan Fulk, Karen Michel, Katie Whiffen

“…Persons experiencing problems with adaptation following disease, disability, or overwhelming life circumstances are often referred by their physicians to occupational therapists. …”
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Explosives and their compositions in the Russian-Ukrainian war by Ya. O. Holovach

“…It is concluded that the technological development of the defence industry and its adaptation to the conditions of long-term combat operations are of great importance.…”
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Relationship Between Participative Decision-Making Within an Organization and Employees’ Cognitive Flexibility, Creativity, and Voice Behavior by Sun-Hee Kwon, Jeong-Sik Kim

“…These results underscore the theoretical and practical importance of participative decision-making in fostering innovation and adaptability within organizations. Practical implications for managers and policymakers include fostering a participative culture to enhance employee creativity and voice behavior. …”
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Spiritual Needs and Resilience Women with Cervical Cancer by Supatmi Supatmi, Fathiya Lutfil Yumni, Reliani Reliani, Diah Priyantini

“…Resilience refers to individual characteristics that are adaptable and support successful coping with cancer. …”
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