Development of an Efficient and Generalized MTSCAM Model to Predict Liquid Chromatography Retention Times of Organic Compounds by Mengdie Fan, Chenhui Sang, Hua Li, Yue Wei, Bin Zhang, Yang Xing, Jing Zhang, Jie Yin, Wei An, Bing Shao

“…In this study, a dataset for 10,905 compounds was constructed including their retention times. Next, an innovative classification system was implemented, classifying 10,905 compounds into a 3-tier hierarchy across 141 classes, based on functional group weighting. …”
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Federated learning and information sharing between competitors with different training effectiveness by Jiajun Meng, Jing Chen, Dongfang Zhao

“…Federated Learning (FL) is an innovative technique that allows multiple firms to collaborate in training machine learning models while preserving data privacy. …”
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Multimodal, transmedial, and trans-European perspectives for online language teaching and learning: II YUFE – Ukraine seminar by Joanna Winska, Iryna Shevchenko

“…These tools include digital technologies such as H5P, ChatGPT, augmented reality, artificial intelligence, as well as innovative pedagogical approaches like project-based learning and design thinking. …”
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Soft Artificial Synapse Electronics by Md. Rayid Hasan Mojumder, Seongchan Kim, Cunjiang Yu

“…These synapses seek to replicate the signal transmission properties of biological synapses, offering an innovative solution to this challenge. This review explores the materials and device architectures integral to SAS fabrication, emphasizing flexibility and stability under mechanical deformation. …”
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Multiple Morphological Constraints-Based Complex Gland Segmentation in Colorectal Cancer Pathology Image Analysis by Kun Zhang, JunHong Fu, Liang Hua, Peijian Zhang, Yeqin Shao, Sheng Xu, Huiyu Zhou, Li Chen, Jing Wang

“…Under the deep learning framework, we design a stain coefficient interval model to improve the stain generalization performance. Another innovation is that we propose the combination of the internal lumen contour of adenoma and the outer contour of epithelial cells to obtain a precise gland contour. …”
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Chronological development of environmental protection and sustainable development in Ethiopia: Systematic review by Tsegay Kahsay Gebrekidan, Muuz Gebretsadik Gebremariam, Meaza Kidane Teferi, Selama Gebreslassie Yebyo

“…Moving forward, addressing these persistent challenges requires coordinated efforts, political stability, innovative solutions, and public involvement. Strengthening institutional arrangements, enhancing education and awareness, and fostering collaboration at all levels are essential steps toward achieving sustainable development and environmental protection in Ethiopia.…”
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LEGAL MIGRATION – RIGHTS AND BENEFITS IN THE EUROPEAN SOCIAL SECURITY SYSTEM by Nicoleta ANDRICA, Andreea-Florina FORA

“…Every country needs to attract skills and knowledge from abroad. Innovation and transition to a green and sustainable economy is a priority for all. …”
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Consumer Savings and Digital Remittance in Open Banking: Insights From Bibliometric and Geospatial Econometric Analysis by Ibrahim Niankara, Hassan Ismail Hassan, Rachidatou I. Traoret, Abu Reza Mohammad Islam

“…Overall, in addition to the implications for global open innovation, the paper provides reasonable evidence, supporting OB implementation to achieve several Sustainable Development Goals (SDGs) and the associated benefits to consumers’ worldwide.…”
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TraxVBF: A hybrid transformer-xLSTM framework for EMG signal processing and assistive technology development in rehabilitation by Seyyed Ali Zendehbad, Athena Sharifi Razavi, Marzieh Allami Sanjani, Zahra Sedaghat, Saleh Lashkari

“…To address this need, we propose TraxVBF, a multimodal visual biofeedback submodel using surface Electromyography (sEMG) signals and kinematic movement data to exploit muscle synergy patterns. TraxVBF offers innovative real time visual feedback that can be used to enhance neurorehabilitation systems. …”
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Temporal segmentation method for 30-meter long-term mapping of abandoned and reclaimed croplands in Inner Mongolia, China by Deji Wuyun, Liang Sun, Zhongxin Chen, Luís Guilherme Teixeira Crusiol, Jinwei Dong, Nitu Wu, Junwei Bao, Ruiqing Chen, Zheng Sun, Hasituya, Hongwei Zhao

“…This research evaluates the effectiveness of an innovative remote sensing method for producing 30-meter-resolution long-term maps of abandoned and reclaimed croplands in Inner Mongolia, China, using a temporal segmentation approach developed with Google Earth Engine. …”
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From chaos to order: optimizing fecal microbiota transplantation for enhanced immune checkpoint inhibitors efficacy by Anqi Lin, Aimin Jiang, Lihaoyun Huang, Yu Li, Chunyanx Zhang, Lingxuan Zhu, Weiming Mou, Zaoqu Liu, Jian Zhang, Quan Cheng, Ting Wei, Peng Luo

“…As this rapidly evolving field advances, maintaining a judicious balance between openness to innovation and cautious scrutiny is crucial for realizing the full potential of microbiome modulation in cancer immunotherapy.…”
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Diversity and Species Composition of Midgut Symbiotic Bacteria in Culex quinquefasciatus Mosquitoes in Gampaha District, Sri Lanka by Randi Hathnagoda, Pinidi Gunathilake, Thilini Buddhinee, Pabasara Welgama, Hasini Gunarathna, Harshani Perera, Koshila Ranasinghe

“…The present study focuses on the importance of understanding mosquito gut microbiota for implementing innovative vector control strategies, thereby mitigating disease transmission. …”
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Autonomous learning and creative cognition: the mediating effect of gifted students’ self-efficacy by Şenol Orakcı

“…In order to create conditions that encourage AL, foster SE beliefs, and eventually improve CC among gifted students, educators, policymakers, and parents can create a learning environment that not only promotes AL and strong SH but also fosters SE and CC, ultimately leading to more innovative and self-reliant students.…”
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Study on Two-phase Flow Mechanisms in Nanopore Considering Microcosmic Deformation and Dynamic Capillary Force by Xiangji Dou, Cong Lin, Sujin Hong, Pengfei Zhu, An Wang, Guodong Qi

“…To characterize the two-phase flow mechanisms in nanopores influenced by the synergistic effect of microcosmic pore deformation and dynamic capillary force, models based on Gassmann’s theory are established to describe the variations of pore radius and roughness in a dynamic pressure field. And then, innovative methods to quantify the dynamic capillary force phenomenon under comprehensive influence of pore size, roughness, and pressure are developed. …”
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Tritordeum, barley landraces and ear photosynthesis are key players in cereal resilience under future extreme drought conditions by Ander Yoldi-Achalandabaso, Aitor Agirresarobe, Artūrs Katamadze, Giulia Burini, Omar Vergara-Díaz, Mariana Mota, Cristina Oliveira, Usue Pérez-López, Rubén Vicente

“…For that, we conducted an innovative approach combining a late-sowing field trial with two contrasting water regimes to simulate future extreme drought conditions, the use of high-throughput phenotyping devices and an infrared gas analyser to characterise leaf and ear photosynthesis, biochemistry, growth, and stress responses during the reproductive stage, and a novel linear mixed-effects model to integrate these results with final agronomical data. …”
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Analysis of Application Cases of Foreign Re-coupling Marshalling Operation Organization Modes and Implications for Urban Rail Transit Operation Organization in China by AN Ke

“…Based on above analysis, reasonable suggestions for the innovation of urban rail transit operation organization mode in China are put forward. …”
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Case studies in adaptation: centring equity in global health education during the COVID-19 pandemic and beyond by Anna Pancheshnikov, C Nicholas Cuneo, Wilfredo R Matias, Rebeca Cázares-Adame, Abner Gamaliel Santos López, Ryan M Paxton, Chi Chiung Grace Chen

“…COVID-19 has forced global health leaders to reimagine their field through innovation such as shifting the application of global health to a local focus, collaborating with community organisations and exploring virtual education technologies. …”
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Sustainable Development and World Politics by A. Ursul, D. Kalyuzhnaya

“…The article points out that the progressive deterioration of the social and environmental situation on the planet and the emergence of the real threat of anthropo-ecological catastrophe necessitate the abandoning of the current model of civilizational development and the formation (first in theory and then in practice) of an ultimately new one. This innovative strategy, which means taking account of the main socio-natural contradiction, is called a sustainable development strategy. …”
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ANALYSIS OF THE COMPONENTS OF ECONOMIC POTENTIAL FOR CONDUCTING FOREIGN ECONOMIC ACTIVITIES OF BUSINESS ENTITIES IN THE DANUBE BASIN IN UKRAINE by Yaroslava I. Hlushchenko, Olena O. Korohodova, Natalya O. Chernenko, Kateryna V. Petrenko

“…It identifies the components essential for evaluating the economic potential for foreign economic activity of these entities: production, natural resources, labor, innovation, and investment. The natural resource potential for realizing the economic potential of foreign economic activities of entities located in Ukraine’s Danube basin is characterized. …”
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Charge-on-the-move solutions for future mobility: A review of current and future prospects by Mohd Aiman Khan, Wilco Burghout, Oded Cats, Erik Jenelius, Matej Cebecauer

“…Simultaneously, emerging transportation modes such as autonomous vehicles, shared mobility, modular systems, and aerial vehicles, introduce additional complexities, demanding more innovative charging solutions. This review emphasizes the potential of charge-on-the-move systems referred to as dynamic charging, as a transformative approach to address these challenges. …”
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