A Novel Hybrid Machine Learning Framework for Wind Speed Prediction by Rhafes Mohamed Yassine, Moussaoui Omar, Raboaca Maria Simona, Mihaltan Traian Candin

“…These models are combined with a feature selection technique to forecast wind power. …”
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Temporal dynamics of uncertainty and prediction error in musical improvisation across different periods by Tatsuya Daikoku

“…The results indicated distinctive temporal patterns of surprise and uncertainty, especially in pitch and pitch-rhythm sequences, revealing era-specific features from the early 20th to the 21st centuries. …”
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Dynamic Wetland Evolution in the Upper Yellow River Basin: A 30-Year Spatiotemporal Analysis and Future Projections Under Multiple Protection Scenarios by Zheng Liu, Chunlin Huang, Ting Zhou, Tianwen Feng, Qiang Bie

“…The simulation results of the future spatial pattern of wetlands show that: under the FPS scenario, farmland and related land use will expand significantly, mainly through the development of beaches, dry land and unused land, while under the WPS scenario, wetlands will be strictly protected, the area of water resource features such as rivers, lakes and reservoirs will increase significantly, and land use changes will be more ecologically oriented. …”
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Systematic Approach for Malware Detection in IoT Devices: Enhancing Security and Performance by Vasudeva Pai, B. H. Karthik Pai, G. S. Sudhiksha, Vandya Kamath, K. Varsha, S. Manjunatha

“…The primary objective is to develop lightweight yet highly accurate models suitable for deployment on resource-constrained IoT devices. …”
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Network level spatial temporal traffic forecasting with Hierarchical-Attention-LSTM by Tianya Zhang

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The Residents\' Experiences of Physical Integration in Settlement Developments: A Case Study of Historical Village of Qahi by Azadeh Lak, Eftekhar Azizkhani

“…The rural development has been implemented based on urban development plans in the form of contemporary urban grid pattern which is at odds with the organic pattern of the village. …”
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The osteogenic cell surface marker BRIL/IFITM5 is dispensable for bone development and homeostasis in mice. by Alexa Patoine, Abdallah Husseini, Bahar Kasaai, Marie-Hélène Gaumond, Pierre Moffatt

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Development of a High‐Latitude Convection Model by Application of Machine Learning to SuperDARN Observations by W. A. Bristow, C. A. Topliff, M. B. Cohen

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Schematic language of public cultural spaces in traditional villages of Shaanxi Province and its suitable construction model by Jing Zhang, Yuchen Xia, Subin Xu, Bolin Lei

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Comparative analysis of electrical signals in facial expression muscles by Luna Adamov, Bojan Petrović, Lazar Milić, Vojin Štrbac, Sanja Kojić, Karunan Joseph, Goran M. Stojanović

“…Examples of pattern recognition showed promising avenues for further research and development. …”
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Decoding the GRAS code: evolutionary phylogeny and functional diversification of a key gene family in Populus simonii by Junbo Chen, Guowei Yao, Xinru Bi, Yishuang Ren, Luping Jiang, Xiaoyu Xie, Lu Han, Wanying Chen, Yi Hao, Kewei Cai, Dandan Zhang, Xiyang Zhao

“…Analysis of cis-acting elements in the promoter regions indicated the presence of multiple regulatory elements associated with light responsiveness, phytohormone signaling, stress tolerance, and developmental regulation. Expression profiling showed that PSGRAS genes exhibit tissue-specific and stress-responsive expression patterns, suggesting their functional diversification in growth, development, and abiotic stress adaptation in Populus simonii. …”
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Recapitulation of physiologic and pathophysiologic pulsatile CSF flow in purpose-built high-throughput hydrocephalus bioreactors by Ahmad Faryami, Adam Menkara, Shaheer Ajaz, Christopher Roberts, Ryan Jaroudi, Blake Gura, Tala Hussini, Carolyn A. Harris

“…Methods The AIMS setup was developed to recapitulate a wide range of physiologic and pathophysiologic CSF flow patterns with varying pulse amplitude, pulsation rate, and bulk flow rate with high throughput capabilities. …”
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Development of anticipatory coarticulation of /u/ in typically Malayalam speaking children in the age range of 3-6 years by Litna A. Varghese

“…Studies in the past have shown that children have more coarticulation than adults; adults have more coarticulation than children; children and adult have similar coarticulatory patterns. Malayalam is a Dravidian language with extra lip rounding feature and also with five place of nasal articulation. …”
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Potential Distribution of Tribe Erythroneurini in China Based on the R-Optimized MaxEnt Model, with Implications for Management by Xiaojuan Yuan, Weiwei Ran, Wenming Xu, Yuanqi Zhao, Di Su, Yuehua Song

“…The model was configured with LQP features and a default regularization multiplier value of 1. …”
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Uncovering the evolution of vanadium cycle in China during 2000–2022 by Dong Wu, Yong Geng, Ziyan Gao, Yifan Wu

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Development of anticipatory coarticulation of /u/ in typically Malayalam speaking children in the age range of 3-6 years by Litna A. Varghese

“…Studies in the past have shown that children have more coarticulation than adults; adults have more coarticulation than children; children and adult have similar coarticulatory patterns. Malayalam is a Dravidian language with extra lip rounding feature and also with five place of nasal articulation. …”
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Optimizing DNA Sequence Classification via a Deep Learning Hybrid of LSTM and CNN Architecture by Elias Tabane, Ernest Mnkandla, Zenghui Wang

“…A hybrid network combining long short-term memory (LSTM) and convolutional neural networks (CNN) was developed to extract long-distance dependencies as well as local patterns from DNA sequences. …”
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Integrating pyramid vision transformer and topological data analysis for brain tumor by Dhananjay Joshi, Bhupesh Kumar Singh, Kapil Kumar Nagwanshi, Nitin S. Choubey

“…The approach also incorporates an adaptive sampling rate with hierarchical dynamic position embeddings for context-aware multi-scale feature extraction. Feature channels are partitioned into specialized groups via an offset group mechanism to improve feature diversity, and a hierarchical deformable attention strategy further integrates local and global contexts to yield refined feature representations. …”
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Technical note: Impact of tissue section thickness on accuracy of cell classification with a deep learning network by Ida Skovgaard Christiansen, Rasmus Hartvig, Thomas Hartvig Lindkær Jensen

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Ukrainian Folk Ornaments in Modern Knitting by Liudmyla Melnyk, Olena Kyzymchuk, Liudmyla Zubkova

“… National arts and crafts are not only the skills of an individual nation but an ethnic phenomenon that has unique features and serves as a source of information on national history and culture. …”
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