Lightweight GAN-Assisted Class Imbalance Mitigation for Apple Flower Bud Detection by Wenan Yuan, Peng Li

“…Generative adversarial networks (GANs), an emerging deep learning research topic, are able to learn from existing data distributions and generate similar synthetic data, which might serve as valid training data for improving object detectors. The current study investigated the utility of lightweight unconditional GAN in addressing weak object detector class performance by incorporating synthetic data into real data for model retraining, under an agricultural context. …”
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Patient partner engagement in the publication process: challenges and possible solutions by Krista E. Cooksey, Mark Neuman, Mara Bollini, Bethany Pennington, Hugo de O. Campos, Kathleen Oberst, Melissa Wurst, Mary C. Politi

“…When patients contribute to publications, they can bring unique perspectives that may enhance the impact, reach, and utility of the research in real-world contexts. Currently, there is limited systematic guidance to support patient partners as they navigate this complex publication process. …”
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Residential Buildings at Climate Crossroads: Insights from Portugal for South European Energy Performance by Alexandre Castro, Sandra Sorte, Vera Rodrigues, Nelson Martins

“…Results indicate substantial regional variations, with significant increases in cooling demands and corresponding reductions in heating needs, exposing limitations in the regulatory climate files currently used in energy certification processes. …”
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Perceptions of AI competence in social and healthcare services: Readiness, reliance and realism by Tuuli Turja, Outi Ahonen

“… Artificial intelligence (AI) is transforming the health and social service environment through increasingly advanced and autonomous digital solutions. …”
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A Systematic Review of EEG Studies on the Neural Effects of Quran Listening by Hamid Majidi, Alireza Rajabi-Tavakkol

“…Despite promising findings, the current body of research is limited, particularly regarding nonlinear EEG dynamics and comprehensive study designs. …”
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Experiential Graphic Design: Informing, Inspiring, and Integrating People in Physical Spaces—A Review by Gorana Petković, Suzana Pasanec Preprotić, Anamarija Kozjan Cindrić

“…Experiential graphic design (XGD) has increased in importance over the past decade, with technological advances and a focus on user engagement. …”
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PULSE: A modular framework for predictive energy efficiency in heterogeneous data centers by Daniel Flores-Martin, Felipe Lemus-Prieto, Juan A. Rico-Gallego

“…The platform fills a gap in current research by offering a user-friendly, modular, and adaptive solution that empowers operators to model, predict, and improve data center energy performance with minimal technical expertise. …”
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‘Nous fêterons’ or ‘On va fêter’? by Valerie Hekkel, Friederike Schulz, Marta Lupica Spagnolo

“…These findings highlight the potential and limitations of current LLMs in capturing age-specific variation while encouraging further integration of sociolinguistic methods into LLM research. …”
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Document-Level Neural TTS Using Curriculum Learning and Attention Masking by Sung-Woong Hwang, Joon-Hyuk Chang

“…During synthesis, the document-level text is synthesized using only the necessary contexts of the current time step and masking the rest through an attention-masking mechanism. …”
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Advances in research on SATB2 and its role in tumor development by Ge Cheng, Chi Tian, Waner Wang, Yangyang Zhou, Xiaoqing Wang, Lei Zhang

“…Understanding its precise mechanisms in these contexts can pave the way for future advancements in therapeutic strategies. …”
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SOCIAL CONSTRUCTION OF TUBERCULOSIS by Andrei DOBRE

“…Despite the medical knowledge about the disease, analizing it from a sociological and anthropological point of view could generate a better understating of the disease, it’s social factors and the complexity of the context. Being the leading cause of death among the socio-professionally active population, with approximately 2 million deaths annually, prior to the establishment of certain control and surveillance measures, it is necessary to we understand the social factors and the costs of the disease, elements that increase the risk of infection / death, and what are the needs and services to be addressed. …”
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The comparative study of the corrosion stability of Zn-Ni-Co alloy coatings deposited from chloride and sulphate baths by Marija G. Riđošić, Jelena B. Bajat

“…On the other hand, [Co2+]/Ni2+] ion ratio showed a significant influence on corrosion behaviour of ternary alloy coatings, and this influence was more pronounced with alloys deposited from chloride baths. It was shown that increased corrosion protection of steel can be achieved by electrochemical deposition of ternary alloys that contained lower amount off the alloying elements, while the composition of the ternary alloy can be optimized by proper choice of the type and composition of the deposition bath.…”
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Evolução dos centros comerciais na Área Metropolitana de Lisboa: O início do fim de um ciclo by Daniela Carvalho Ferreira

“…In a context of emergence of new formats and new consumer preferences, it is necessary to rethink current shopping malls. …”
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Linear Polymer Cathode Materials for Highly Efficient Aqueous Zinc‐Ion Batteries: Is the High Active Sites Density Necessary? by Yiyang Dai, Yao Yao, Liang Feng, Zhenglong Qiu, Min Deng, Qiang Peng

“…This is attributed to the competition effect between neighboring active sites, which leads to decreased utilization of active sites. As a result, the Zn//TABQ‐DHBQ batteries with ZnI2 electrolyte additive have exhibited high specific capacities of 618 and 360 mAh g−1 at the current densities of 1 and 10 A g−1, along with a high energy density of 678.6 Wh kg−1 (1 A g−1). …”
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Homoseksual menurut Thanthawi Jauhari dalam Kitab al-Jawahir fi Tafsir Al-Qur`an al-Karim by Nurul Delfira Febriani, Risman Bustamam

“…The aim of this research is to find out the interpretation of verses about homosexuality in the Al-Qur'an according to Thanthawi Jauhari as a mufassir 'ilmi and how relevant Thanthawi Jauhari's thoughts are regarding the current homosexual phenomenon. The type of research used is library research. …”
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Features of the bridge span performance when shifting the axis of the rail-sleeper grid by V. V. Korolev, A. A. Loktev, I. V. Shishkina, E. A. Gridasova

“…It is noted that although the increase in stresses (by about 6 %) can generally be considered insignificant, the presence of defects in the span beams (concrete chips, cracks in the stretched zone, exposure and corrosion of working reinforcement, decrease in the calculated cross section, leaching of cement stone from concrete, decrease in concrete strength over time) can make it a significant enough factor limiting the operational capabilities of bridge crossings.…”
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Impact of Crisis on Logistics Management by Daniel Constantin JIROVEANU, Ilinca HOTARAN

“…Because the supply, which can be seen both as a sale (the manufacturers buy from suppliers) as well as a purchase (customers are supplied by producers) is the center of activities, we believe that a interpretation and a strategic direction to increase the competitiveness of extended supply chain, represents an initial starting point to save the current situation. …”
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Effects of Processing Difficulty on Eye Movements in Reading: A Review of Behavioral and Neural Observations by Shun-nan Yang

“…In reading, text difficulties increase the duration of eye fixation and the frequency of refixation and regression. …”
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THE IMPACT OF THE COVID-19 PANDEMIC ON NON-PERFORMING LOANS IN THE BANKING SECTOR by Diana Elena BRINZA, Mihaela Iuliana DUMITRU

“…This can happen when a person loses his job and therefore cannot repay a mortgage under the agreed conditions, or when a company is facing financial problems, which is common in the current situation. Thus, in the current conditions, an increase in the level of non-performing loans is inherent, in the absence of protection measures. …”
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Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability by Mohammed M. Abo-Zahhad, Mohammed Abo-Zahhad

“…Nationally, governments have initiated several programs to improve cleanliness by developing systems that alert businesses when it’s time to empty the bins. Current research proposes an enhanced, accurate, real-time object detection system to address the problem of trash accumulating around containers. …”
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