Predicting amyloid proteins using attention-based long short-term memory by Zhuowen Li

“…In the testing phase, our findings showed that the model developed by our proposed method outperformed those developed by state-of-the-art methods with an area under the receiver operating characteristic curve of 0.9126.…”
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Advancing Coherent Power Grid Partitioning: A Review Embracing Machine and Deep Learning by Mohamed Massaoudi, Maymouna Ez Eddin, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat

“…Subsequently, state-of-the-art research that envisions the use of clustering-based machine learning and deep learning-based solutions for PGP is presented. …”
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Graph attention convolution network for power flow calculation considering grid uncertainty by Haochen Li, Liqun Liu, Shaojuan Yu, Qiusheng He, Qingfeng Wu, Jianfeng Zhang, Qinxiong Lu

“…The results show that, compared to the state-of-the-art methods, the proposed model not only achieves higher accuracy in predicting bus voltages and branch power but also demonstrates good robustness against uncertain topologies.…”
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Circuitos transnacionales de la literatura: João Gilberto Noll y el umbral de la convivência by Santiago Olcese

“…Pensar para la literatura (o el arte en general) un modo de coexistencia con el mercado que no implique aceptación o consentimiento con los dispositivos hegemónicos de la llamada industri a de la cultura sino que, por el contrario, muestre la capacidad disruptiva que tienen todavía las prácticas artísticas en relación con los efectos niveladores (en términos culturales) de la lógica económica, pero desde una posición que asume positivamente tal relación.…”
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A deep ensemble learning framework for glioma segmentation and grading prediction by Liang Wen, Hui Sun, Guobiao Liang, Yue Yu

“…Our experimental results on the BraTS dataset demonstrate that our method outperforms state-of-the-art methods, yielding superior segmentation accuracy and precise risk grade prediction.…”
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Refined photovoltaic parameters estimation via an improved Sinh Cosh Optimizer with trigonometric operators by Ala Saleh Alluhaidan, Diaa Salama AbdElminaam, Taraggy M. Ghanim, Sahar A. El-Rahman, Ibrahim Shawky Farahat, Arar Al Tawil, Yasmin Alkady, Walaa H. Elashmawi

“…The study also includes a comparative analysis using state-of-the-art algorithms, demonstrating I_SCHO’s efficiency through RMSE, Power Voltage (P-V) and Current Voltage (I-V) curves.…”
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EEG Transformer for Classifying Students’ Epistemic Cognition States in Educational Contexts by Rosanna Yuen-Yan Chan

“…For the first time, we demonstrate that transformers, enhanced with educational domain-specific preprocessing and categorical embeddings, achieve state-of-the-art performance in classifying epistemic cognition across diverse contexts. …”
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Das valas comuns aos direitos humanos: a descoberta dos desaparecimentos forçados na Espanha contemporânea by Francisco Ferrándiz

“…The ethnography has been carried out in different research scenarios: exhumations, commemorative rituals, academic conferences on memory, teach-ins, demonstrations, book presentations, music concerts, NGOs for the 'recovery of historical memory', different working teams with institutional support, forensic laboratories, art exhibits and so forth. It explores the way in which transnational Human Rights discourses and concepts have been steadily being translated into the Spanish case, becoming one basic guide for action for many of the civil associations, as debates have grown in intensity and depth. …”
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Diagnostic classification in toxicologic pathology using attention-guided weak supervision and whole slide image features: a pilot study in rat livers by Philip Zehnder, Jeffrey Feng, Trung Nguyen, Philip Shen, Ruth Sullivan, Reina N. Fuji, Fangyao Hu

“…We propose an innovative weakly supervised learning method that leverages minimal annotations, a state-of-the-art self-supervised vision transformer for embedding extraction, and a novel guided attention mechanism that is better suited for heavily imbalanced datasets typical in toxicologic pathology. …”
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Exploring the maternal inheritance transmitted by the oocyte to its progeny by Verlhac, Marie-Hélène

“…Fertility is declining worldwide and many couples are turning towards assisted reproductive technologies (ART) to conceive babies. Organisms that propagate via sexual reproduction often come from the fusion between two gametes, an oocyte and a sperm, whose qualities seem to be decreasing in the human species. …”
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Climate change–drylands–food security nexus in Africa: From the perspective of technical advances, challenges, and opportunities by Hirwa, Hubert, Li, Fadong, Qiao, Yunfeng, Measho, Simon, Muhirwa, Fabien, Tian, Chao, Leng, Peifang, Muhirwa, Fabien, Tian, Chao, Leng, Peifang, Ingabire, Romaine, Itangishaka, Auguste Cesar, Chen, Gang, Turyasingura, Benson

“…To bridge the gap from science to policy making in the CDF nexus, it is vital to enhance the impacts and feedbacks of ecohydrological processes on agrarian production, ecosystem service tradeoffs and their effects on livelihoods, and regional development and preservation by optimization of the ecological water security pattern. This state-of-the-art assessment uses acquired information and knowledge to conceptually evaluate the past, current, and future impacts and risks and facilitates decision making through the delivery of long-term sustainability and socio-ecological resilience.…”
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Climate change–Drylands–Food Security Nexus in Africa: From the Perspective of Technical Advances, Challenges, and Opportunities. by Hirwa, Hubert, Fadong, Li, Qiao, Yunfeng, Measho, Simon, Muhirwa, Fabien, Tian, Chao, Leng, Peifang

“…To bridge the gap from science to policy making in the CDF nexus, it is vital to enhance the impacts and feedback of ecohydrological processes on agrarian production, ecosystem service tradeoffs and their effects on livelihoods, and regional development and preservation by optimization of the ecological water security pattern. This state-of-the-art assessment uses acquired information and knowledge to conceptually evaluate the past, current, and future impacts and risks and facilitates decision-making through the delivery of long-term sustainability and socio-ecological resilience.…”
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Water Accounting and Productivity Analysis to Improve Water Savings of Nile River Basin, East Africa: From Accountability to Sustainability. by Hirwa, Hubert, Zhang, Qiuying, Li, Fadong, Qiao, Yunfeng, Measho, Simon, Muhirwa, Fabien, Xu, Ning, Tian, Chao, Cheng, Hefa, Chen, Gang, Ngwijabagabo, Hyacinthe

“…To bridge the gap from science to policy making in the CDF nexus, it is vital to enhance the impacts and feedback of ecohydrological processes on agrarian production, ecosystem service tradeoffs and their effects on livelihoods, and regional development and preservation by optimization of the ecological water security pattern. This state-of-the-art assessment uses acquired information and knowledge to conceptually evaluate the past, current, and future impacts and risks and facilitates decision-making through the delivery of long-term sustainability and socio-ecological resilience.…”
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Design of Coffee Disease Detection Web Application Using Image Processing: A Case Study of Kyabugimbi-Kajunju Cooperative Farms in Bushenyi District. by Asiimwe, Mark, Kakuru, Ambrose

“…The methodology involves acquiring high-resolution images, employing pre-processing methods to enhance data quality, and implementing state-of-the-art machine-learning algorithms for disease classification. …”
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Evaluating the Potential of Cultural Tourism for Community Development in South Western Uganda: A Case Study of Kisoro District. by Niyigaba, Ishmael

“…The findings identified a variety of cultural tourism resources, such as cultural values and lifestyles, architectural landmarks, museums, theatres, indigenous communities, art crafts (20%), cultural differences (18%), local resistance (12%), and conflicts arising from interactions between locals and tourists (13%). …”
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Exploring the typhoon intensity forecasting through integrating AI weather forecasting with regional numerical weather model by Hongxiong Xu, Yang Zhao, Zhao Dajun, Yihong Duan, Xiangde Xu

“…To address these insufficiencies in typhoon intensity forecasting, we propose an attractive approach by initiating regional Weather Research and Forecasting (WRF) model with Pangu-weather, a state-of-the-art AI weather forecasting system (AI-Driven WRF), whose forecasting power can be further augmented by the implementation of dynamic vortex initialization. …”
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Vida cotidiana en la comunidad wixarika El Colorín: memoria y herencia de un mara’akame: José Ríos (Matsiwa) by Eduardo Mejía Rodri\u0301guez, Jorge Luis Mari\u0301n Garci\u0301a, Efraín Rangel Guzma\u0301n

“…En la comunidad wixarika El Colorín, en el municipio de Del Nayar, Nayarit, México, se realizan principalmente dos actividades económico-productivas: la pesca y la elaboración de arte huichol. También hay un incipiente turismo y una arraigada pero mermada ganadería, al igual que una casi extinta agricultura. …”
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Conventional Control Strategies in Building Energy Management by Mahrouch Habiba, Haidi Touria, Derri Mounir, Hbiak Ishak, Mellouli El Mehdi, Mbarki Fatima Ezzahra

“…By presenting the state-of-the-art in this field, the review provides valuable insights to researchers, building managers, and policymakers working towards a more energy-efficient and environmentally-sustainable built environment.…”
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EL SENTIDO COMÚN SOBRE EL GÉNERO: LA INSTITUCIONALIZACIÓN DEL GÉNERO Y LOS SENTIDOS DEL TRABAJO Y LA FAMILIA PARA LAS TRABAJADORAS DE MAQUILADORAS EN TIJUANA by Areli Veloz Contreras

“…Con el prop sito de contribuir a las discusiones actuales sobre la categor a g nero, en este art culo se aborda la relaci n entre g nero y sentido com n . …”
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Gobernabilidad y gobernanza. Enfoques en tensión by Gerardo Avalle

“…En este marco, se efectúa una revisión del estado del arte, recuperando los principales contrapuntos que presentan estas propuestas y se ofrece una comparación de ambas perspectivas a partir de la cual se formula una postura crítica de cada uno de estos abordajes, especialmente, cuando alguno de ellos busca ser interpuesto por sobre el otro en el modo de definir la relación entre el Estado y los diferentes actores no estatales.…”
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