Enhancing Model Robustness in Noisy Environments: Unlocking Advanced Mono-Channel Speech Enhancement With Cooperative Learning and Transformer Networks by Wei Hu, Yan Wu

“…The proposed network seamlessly integrates ConvNets for robust feature extraction and Transformers for comprehensive long-term sequence modeling, resulting in a substantial enhancement in speech quality. …”
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From Reality to Virtuality: Constructing a Social Problem-Oriented TFCD Digital Curation Teaching Method 從實境到虛擬：社會問題導向之TFCD數位策展教學方法建構... by Hsin-Yi Chao

“…Consequently, the development of an integrated teaching model TFCD (Theme, Form, Context, Digitalization) that encompasses themes, forms, context, and digitization enhances students’ digital tool proficiency and awareness of social issues, aligning with future trends in art education. …”
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Toward a learnable Artificial Intelligence Model for Aerosol Chemistry and Interactions (AIMACI) based on the Multi-Head Self-Attention algorithm by Z. Xia, C. Zhao, C. Zhao, C. Zhao, Z. Yang, Q. Du, J. Feng, C. Jin, J. Shi, H. An, H. An

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Parallel VMamba and Attention-Based Pneumonia Severity Prediction from CXRs: A Robust Model with Segmented Lung Replacement Augmentation by Bouthaina Slika, Fadi Dornaika, Karim Hammoudi

“…Early diagnosis plays a crucial role in preventing complications, necessitating the development of fast and efficient AI-based models for automated severity assessment. …”
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ANALYSIS OF SERIAL QUEUES LINKED WITH NON-SERIAL SERVICE CHANNELS CHARACTERIZED BY FEEDBACK AND CUSTOMERS’ BEHAVIOUR by Sangeeta, Man Singh, Deepak Gupta

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Multi-Agent Behavior Strategy to Promote High-Quality Information Literacy Training for Farmers in the New Era by ZHANG Chaomin, LI Jingchen

“…Second, efforts should be made to jointly build IL education space to raise farmers' information awareness: the government should build farmers' IL training base, the schools should promote the transformation of the education model, and social organizations continue to carry out IL training project. …”
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Spatio-temporal evolution in habitat quality and its driving factors in Han River Basin, China by Jiefeng Kou, Jun Liu, Hongliang Wang, Shun Huang, Zheng Zhou, Chao Yang, Xiaolong Huang

“…In addition, it presents ‘high in the middle, low on both sides’ in space. (2) Approximately 69.31% of the basin maintained stable HQ, while 14.73% of the area experienced improvement and 15.96% suffered degradation. …”
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Enzymatic hydrolysis of high gravity extruded corn starch media by A. Yu. Sharikov, M. V. Amelyakina, V. V. Ivanov, D. V. Polivanovskaya

“…The value of dextrose equivalent in the area of the studied factor space varied from 23 to 40. Dynamic viscosity values were in the range from 89 to 2219 mPa·s. …”
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Estimating area, standing carbon stock, and potential carbon stock of degraded forests in China by Xingrong Yan, Dongbo Xie, Linyan Feng, Chunyan Wu, Ram P. Sharma, Wenqiang Gao, Xiaofang Zhang, Hongchao Huang, Zhibo Ma, Qiao Chen, Lifeng Pang, Wenwen Wang, Qiaolin Ye, Shouzheng Tang, Liyong Fu

“…Additionally, we estimated standing carbon stock, potential carbon stock, and theoretical space to grow by developing a stand growth model, which accounts for stand density across different site classes, to evaluate the restoration potential of degraded forests. …”
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Continuous Head-related Transfer Function Representation Based on Hyperspherical Harmonics by Adam Szwajcowski

“…The developed HSH-based continuous functional model can serve multiple purposes, such as interpolation, compression or parametrization for machine-learning applications.…”
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Hohensalzburg Digital: Engaging the Public via a Local Time Machine Project by Antenhofer Christina, Matschinegg Ingrid, Brandstätter Walter, Zedlacher Stefan

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FAULT DIAGNOSIS OF AN AIRCRAFT CONTROL SURFACES WITH AN AUTOMATED CONTROL SYSTEM by B. D. Ogunvoul, E. A. Balanchuk, K. S. Kandyba

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Analysis of High-Frequency Sea-State Variability Using SWOT Nadir Measurements and Application to Altimeter Sea State Bias Modelling by Estelle Mazaleyrat, Ngan Tran, Laïba Amarouche, Douglas Vandemark, Hui Feng, Gérald Dibarboure, François Bignalet-Cazalet

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An Improved Soft Island Model of the Fish School Search Algorithm with Exponential Step Decay Using Cluster-Based Population Initialization by Liliya A. Demidova, Vladimir E. Zhuravlev

“…In this paper, an improved Soft Island Model (SIM) is considered for the Tent-map-based Fish School Search algorithm with Exponential step decay (ETFSS). …”
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A real-time geological sections generation method for geological 3D models based on per-pixel linked lists by Saisai Li, Zhenqiang Qin, Yuan Ding, Meizhen Wang, Bin Hu

“…Unlike the conventional image-space methods, the proposed method renders the geological model only once, enabling the real-time generation of numerous sections. …”
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Deterministic Sea Wave Reconstruction and Prediction Based on Coherent S-Band Radar Using Condition Number Regularized Least Squares by Zhongqian Hu, Zezong Chen, Chen Zhao, Xi Chen

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SOME CONCEPTUAL FOUNDATIONS OF INDUSTRY OF RUSSIA TECHNOLOGICAL MODERNIZATION by Akop S. Abelian

“…Author on the basis of an analysis of the current state of development of the modernization process in the Russian economy, the technological level of industrial production, the functional cost structure of capital used is as a dominant issue production system models the introduction of human, social, bank capital in the real sector of production to ensure the continuity of the reproduction process businesses. …”
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A Knowledge Graph-Enhanced Hidden Markov Model for Personalized Travel Routing: Integrating Spatial and Semantic Data in Urban Environments by Zhixuan Zeng, Jianxin Qin, Tao Wu

“…The KHMM expands the state space of the traditional Hidden Markov Model using a knowledge graph, enabling the integration of multi-dimensional POI information and higher-order relationships. …”
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A model-based factorization method for scRNA data unveils bifurcating transcriptional modules underlying cell fate determination by Jun Ren, Ying Zhou, Yudi Hu, Jing Yang, Hongkun Fang, Xuejing Lyu, Jintao Guo, Xiaodong Shi, Qiyuan Li

“…Here, we described MGPfactXMBD, a model-based manifold-learning framework and capable to factorize complex development trajectories into independent bifurcation processes of gene sets, and thus enables trajectory inference based on relevant features. …”
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Analytical and Computational Investigations of Stochastic Functional Integral Equations: Solution Existence and Euler–Karhunen–Loève Simulation by Manochehr Kazemi, AliReza Yaghoobnia, Behrouz Parsa Moghaddam, Alexandra Galhano

“…This paper presents a comprehensive investigation into the solution existence of stochastic functional integral equations within real separable Banach spaces, emphasizing the establishment of sufficient conditions. …”
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