Deep learning powered single-cell clustering framework with enhanced accuracy and stability by Yi Zhang, Xi Feng, Yin Wang, Kai Shi

“…This enriches the graph representation by capturing the spatial relationships between cells in addition to their pairwise similarities. (2) Dual-topology adaptive graph convolutional network (TAGCN): The framework employs a TAGCN architecture with residual concatenation. …”
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CDSS-Pan: Convolutional Dictionary Learning With State Space Model for Pansharpening by Zixu Li, Jintao Song, Genji Yuan, Jinjiang Li

“…In the decoder part, we propose both a detail enhancement block and an adaptive weight learning block to strengthen the model's ability to extract detailed feature information from the images. …”
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A Literature Review on Schema Evolution in Databases by Zouhaier Brahmia, Fabio Grandi, Barbara Oliboni

“…It allows the database to survive schema changes by adapting existing data to conform to the new schema. …”
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Analysis of GNSS-RTK Monitoring Background Noise Characteristics Based on Stability Tests by Wencong Qi, Feilong Li, Lina Yu, Lilong Fan, Kai Zhang

“…Based on these findings, adaptive methods, such as filter methods and multipath error correction techniques, are proposed for the de-noising of GNSS-RTK background noise.…”
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The box tree moth Cydalima perspectalis: a review of biology, invasiveness, management practices and future perspectives of control strategy in Europe by Marta Budziszewska, Paweł Krystian Bereś

“…C. perspectalis is highly adapted to feeding on boxwood. It is plausible that the microbiome of larvae might detoxify phytocompounds and modify plant defense thus facilitating their survival and proliferation. …”
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Data Overlay Mesh in Distributed Clouds Allowing Collaborative Applications by Milos Simic, Jovana Dedeic, Milan Stojkov, Ivan Prokic

“…This research seeks to bridge the gap between current tools and the demands of modern distributed systems, enabling more robust, adaptable, and collaborative data management solutions.…”
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Projecting Surface Water Area Under Different Climate and Development Scenarios by Mollie D. Gaines, Mirela G. Tulbure, Vinicius Perin, Rebecca Composto, Varun Tiwari

“…Our findings highlight the importance of forest‐dominated land cover in maintaining stable surface water availability throughout the 21st century, which can inform land‐use management policies for adaptation and water‐stress mitigation as well as strategies to prepare for future flood and drought events.…”
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Correcting the Cognitive Bias for Commuting Time to Relieve the Driving Stress Level in Snow Weather Condition: A Naturalistic Driving Study in Harbin, China by Zifeng Yang, Zhenwu Shi, Di Lu, Jie Liu

“…Based on the naturalistic driving study (NDS) database, a 7-item questionnaire was designed for participants to self-report their driving stress levels in various scenarios, which was generated from the shortened and adapted version of the Perceived Stress Scale (PSS). …”
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A scoping review of substance use brief interventions in Africa. by Florence Jaguga, Sarah Kanana Kiburi, Eunice Temet, Matthew C Aalsma, Mary A Ott, Rachel W Maina, Juddy Wachira, Cyprian Mostert, Gilliane Kosgei, Angeline Tenge, Lukoye Atwoli

“…Results of the review have been summarized descriptively and organized by three broad outcomes: BI effect and feasibility; feasibility and effectiveness of training providers to deliver BIs; Other outcomes i.e. cost-effectiveness, BI adaptation and development, and knowledge attitude and practice of BIs by providers.…”
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İklim Krizinin Kentsel Alanlardaki Yaşlı Nüfus Üzerinde Etkisi ve İklim Adaleti Yaklaşımı: Antalya/ Konyaaltı İlçesi Örneği by Nebahat Neva Ulu

“…Antalya/Konyaaltı ilçesindeki yaşlılar bölgedeki insan faaliyetlerinden kaynaklı oluşan yeni kentsel düzene nasıl ve ne şekilde adapte olmuşlardır? Bu çalışma, Antalya / Konyaaltı ilçesinde yaşayan 65 yaş ve üstü nüfusun iklim krizi kaynaklı sorunlarını ortaya çıkararak, bölgedeki değişikliklerin neden olduğu kentsel sorunları daha açık bir şekilde anlamayı amaçlamaktadır. …”
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Socio-Economic Challenges for the Urban Ecosystem: Complex Model of Smart Tourism and Infrastructure by Gevorg Orbelyan

“…The ultimate goal is to position Yerevan as a pioneering example of how smart infrastructure and tourism can harmonize within an urban ecosystem, creating a thriving, forward-looking city adaptable to evolving demands. In the case of Yerevan, this study also aims to explore how such a model can be customized to fit the city's unique cultural, historical, and infrastructural context. …”
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Topography and dimensions of the auditory tube at the end of the fetal period by O.D. Sapunkov, L.O. Bogdanova, A.L. Kosakovskyi, I.A. Kosakivska, V.V. Syniachenko

“…Otitis media in premature newborns and term newborns is a serious problem due to the immaturity of the organs and systems of these children and the difficulty of their adaptation. This often leads to the development of pathological changes in the hearing organ and the need for surgical intervention. …”
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A scoping review of telehealth diagnosis of autism spectrum disorder. by Katherine Kuhl-Meltzoff Stavropoulos, Yasamin Bolourian, Jan Blacher

“…This paper examines evidence supporting the use of telehealth methods to diagnose ASD and outlines the necessary modifications and adaptations to support telehealth diagnosis.<h4>Methods and procedures</h4>Studies were identified by searching PubMed and PsychInfo electronic databases and references lists of relevant articles. …”
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Flexible and cost-effective deep learning for accelerated multi-parametric relaxometry using phase-cycled bSSFP by Florian Birk, Lucas Mahler, Julius Steiglechner, Qi Wang, Klaus Scheffler, Rahel Heule

“…Whole-brain relaxometry using DNNs proved to be effective and adaptive, suggesting the potential for low-cost DNN retraining. …”
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Fluorescence In Situ Hybridization (FISH) Signal Analysis Using Automated Generated Projection Images by Xingwei Wang, Xiaodong Chen, Yuhua Li, Hong Liu, Shibo Li, Roy R. Zhang, Bin Zheng

“…CAD scheme was then applied to each projection image to detect analyzable interphase cells using an adaptive multiple-threshold algorithm, identify FISH-probed signals using a top-hat transform, and compute the ratios between the normal and abnormal cells. …”
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Advancing genome editing to improve the sustainability and resiliency of animal agriculture by Diane Wray-Cahen, Anastasia Bodnar, Caird Rexroad, Frank Siewerdt, Dan Kovich

“…Abstract Animal agriculture faces unprecedented challenges, including the need to increase productivity to meet increasing demands for high quality protein while combating increasing pest and disease pressures, improving animal welfare, adapting to a changing climate, and reducing the environmental impact of animal agriculture. …”
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Enhancing Underwater Video from Consecutive Frames While Preserving Temporal Consistency by Kai Hu, Yuancheng Meng, Zichen Liao, Lei Tang, Xiaoling Ye

“…It utilizes an attention mechanism to adaptively adjust the weights of different regions in the feature map, thereby effectively enhancing key regions within underwater video frames. …”
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Exploration and comparison of the effectiveness of swarm intelligence algorithm in early identification of cardiovascular disease by Tiantian Bai, Mengru Xu, Taotao Zhang, Xianjie Jia, Fuzhi Wang, Xiuling Jiang, Xing Wei

“…The results showed that random forest, extreme gradient boosting, adaptive boosting and k-nearest neighbor models performed best on the combined dataset (weighted score of 1), where the feature set consisted of 9 key features selected by the cuckoo search algorithm when the population size was 25; while on the Framingham dataset, the k-nearest neighbor model performed best (weighted score of 0.92), and its feature set was derived from 10 features selected by the whale optimization algorithm when the population size was 50. …”
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Correlation Between Flying Insect Diversity and Environmental Factors in Various Land Use Types in Paseh District, Sumedang Regency, West Java by Susanti Withaningsih, Bilhaq Fahmi Ilmi, Parikesit Parikesit

“…Similarly, changes in vegetation cover can alter temperature and humidity levels, impacting terrestrial insects adapted to specific climatic conditions. This study aims to gather information on the relationship between insect diversity and environmental factors in different land use types in the Paseh District. …”
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Distance-Based Congestion Pricing with Day-to-Day Dynamic Traffic Flow Evolution Process by Qixiu Cheng, Jiping Xing, Wendy Yi, Zhiyuan Liu, Xiao Fu

“…A very clear and concise model named logit-type Markov adaptive learning model is then proposed to depict commuters’ day-to-day route choice behaviors. …”
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