LULC-SegNet: Enhancing Land Use and Land Cover Semantic Segmentation with Denoising Diffusion Feature Fusion by Zongwen Shi, Junfu Fan, Yujie Du, Yuke Zhou, Yi Zhang

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Rw-Dm: Retinex and wavelet-based diffusion model for low-light image enhancement in underground coal mines by Yadong Li, Jun Tian, Yang Chen, Hongdong Wang, Hui Yan, Yang Peng, Tianjiao Wang

“…This methodology harnesses the generative capabilities of diffusion models to produce visually appealing outcomes in the enhancement of low-light images. …”
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Comprehensive VR dataset for machine learning: Head- and eye-centred video and positional dataThe Adaptive Mind Datahub by Alexander Kreß, Markus Lappe, Frank Bremmer

“…This structured and detailed dataset offers substantial reuse potential, particularly for machine learning applications.The richness of the dataset makes it an ideal resource for training models on various tasks, including the prediction and analysis of visual search behaviour, eye movement and navigation strategies within VR environments. …”
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Enhanced Sustainability Assessment Framework for Plywood Manufacturing: A Multi-Method Approach Using Delphi Technique, BWM, and S-VSM by Annisa Kesy Garside, Tyas Yuli Rosiani, Adelya Amanda, Thomy Eko Saputro, Eduardo e Oliveira

“…By offering actionable insights for improving resource use, operational processes, and employee conditions, this framework provides a practical tool for industry managers aiming to enhance sustainability. …”
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Ethnoecology and use of fishes by the Cubeo people from the Cuduyarí River, Colombian Amazonia by Juan David Bogotá-Gregory, Luis Fernando Jaramillo Hurtado, Juan Felipe Guhl Samudio, Edwin Agudelo Córdoba

“…The coherence in the perception of fish resources among the three communities was assessed via multivariate analyses. …”
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A Data-Driven Intelligent Methodology for Developing Explainable Diagnostic Model for Febrile Diseases by Constance Amannah, Kingsley Friday Attai, Faith-Michael Uzoka

“…This study serves as a foundational step toward AI-driven diagnostic tools in resource-limited healthcare environments.…”
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The use of deep learning and artificial intelligence-based digital technologies in art education by Yali Liu, Can Zhu

“…Compared to models such as the Visual Perception Generative Adversarial Network and Artistic Recognition and Transfer Style Convolutional Neural Network, CIC is more efficient and consumes fewer resources. …”
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Zero-carbon building materials in New Zealand context: a systematic literature review by Ali Hashemi Araghi, Eziaku Onyeizu Rasheed, V. Vishnupriya, Jeff Seadon

“…Utilising recycled materials in construction offers many benefits, most of which are resource conservation. This natural resource conservation helps mitigate environmental degradation and preserve delicate ecosystems. …”
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Applicability of the adjusted morbidity groups algorithm for healthcare programming: results of a pilot study in Italy by Roberta Papa, Francesco Balducci, Giulia Franceschini, Marco Pompili, Marco De Marco, Josep Roca, Rubèn González-Colom, David Monterde

“…Persons with high and very high level of complexity showed elevated mortality rates and an increased use of healthcare resources. A visualization dashboard was intended to provide to relevant stakeholders accessible, updated and ready-to-use aggregated information on the health status of citizens and additional insight on the use of the healthcare services and resources by specific groups of citizens. …”
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A portable retina fundus photos dataset for clinical, demographic, and diabetic retinopathy prediction by Chenwei Wu, David Restrepo, Luis Filipe Nakayama, Lucas Zago Ribeiro, Zitao Shuai, Nathan Santos Barboza, Maria Luiza Vieira Sousa, Raul Dias Fitterman, Alexandre Durao Alves Pereira, Caio Vinicius Saito Regatieri, Jose Augusto Stuchi, Fernando Korn Malerbi, Rafael E. Andrade

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Improving Land Cover Mapping in Riverine Environments with Machine Learning and Spectral Indices by R. Sharma, Pritipadmaja, Z. Ahmad, R. D. Garg

“…FS-2 consistently improved F1-scores across all classifiers, aiding in distinguishing visually similar classes like wet sand, dry sand, and sparse vegetation. …”
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Supporting Synchronous Distance Language Learning with Desktop Videoconferencing by Yuping Wang

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Elucidating the role of brassinosteroid signaling genes and their promoters in Arabidopsis revealed regulatory mechanisms in plant development and responses to different abiotic st... by Sunny Ahmar, Muhammad Sohaib Shafique, Marcin Rapacz, Ewa Pociecha

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Advancing medicinal plant agriculture: integrating technology and precision agriculture for sustainability by Vinay Kumar, Ashwini Zadokar, Pankaj Kumar, Rohit Sharma, Rajnish Sharma, Mohammed Wasim Siddiqui, Mohammad Irfan, Rahul Chandora

“…The challenge of modern sustainable agriculture is increasing agricultural output while using the least amount of resources and capital expenditure possible and considering the variables contributing to environmental damage. …”
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A multidimensional discrete digital chaotic encryption system by Wangshu Li, Chuanfu Wang, Kai Feng, Xin Huang, Qun Ding

“…It can be used in constructing chaotic sequence generator, chaotic encryption, and visual sensor networks.…”
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Imaging‐Guided Microscale Photothermal Stereolithography Bioprinting by Jingyu Sun, Tianqi Fang, Yuze Zhang, Jue Wang, Huan Han, Tsengming Chou, Junfeng Liang, Dilhan M. Kalyon, Hongjun Wang, Shang Wang

“…This work sets a new path for high‐resolution stereolithography bioprinting where the vast photothermal resources can be utilized.…”
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Intelligent Energy Management across Smart Grids Deploying 6G IoT, AI, and Blockchain in Sustainable Smart Cities by Mithul Raaj A T, Balaji B, Sai Arun Pravin R R, Rani Chinnappa Naidu, Rajesh Kumar M, Prakash Ramachandran, Sujatha Rajkumar, Vaegae Naveen Kumar, Geetika Aggarwal, Arooj Mubashara Siddiqui

“…The integration of a sophisticated visualization dashboard provides real-time updates and facilitates strategic planning by making complex data accessible. …”
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The mitigation of spatial constraint in porous environments enhances biofilm phylogenetic and functional diversity by Chengxia Fu, Yichao Wu, Søren J. Sørensen, Ming Zhang, Ke Dai, Chunhui Gao, Chenchen Qu, Qiaoyun Huang, Peng Cai

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Population dynamics of Euphyllura olivina Costa, 1857 (Psyllidae: Hemiptera) in olive trees in the semi-arid region of Djelfa (Algeria) by Nassima CHAABANE, Smail CHAFAA, Frah NAAMA, Yassine NOUIDJEM, Fateh MIMECHE

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slendr: a framework for spatio-temporal population genomic simulations on geographic landscapes by Petr, Martin, Haller, Benjamin C., Ralph, Peter L., Racimo, Fernando

“…With this framework, the users can programmatically and visually encode spatial population ranges and their temporal dynamics (i.e., population displacements, expansions, and contractions) either on real Earth landscapes or on abstract custom maps, and schedule splits and gene-flow events between populations using a straightforward declarative language. …”
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