Cross-Layer Stream Allocation of mMIMO-OFDM Hybrid Beamforming Video Communications by You-Ting Chen, Shu-Ming Tseng, Yung-Fang Chen, Chao Fang

“…Our approach is a general framework that can incorporate any existing physical-layer data stream allocation as an initialization step before iteration. …”
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SAG-YOLO: A Lightweight Real-Time One-Day-Old Chick Gender Detection Method by Yulong Chang, Rongqian Sun, Zheng Yang, Shijun Li, Qiaohua Wang

“…Feather sexing, based on wing feather growth rate, is a widely used method for chick sex identification. However, it still relies on manual sorting, necessitating automation. …”
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CM-YOLO: A Multimodal PCB Defect Detection Method Based on Cross-Modal Feature Fusion by Haowen Lan, Jiaxiang Luo, Hualiang Zhang, Xu Yan

“…On this basis, inspired by the concept of differential amplification, we propose a novel and general weighted feature fusion method within the YOLO11 dual-stream detection network framework, which we name CM-YOLO. …”
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Learning spatio-temporal context for basketball action pose estimation with a multi-stream network by Zhihao Zhang, Wenyue Liu, Yuan Zheng, Linkang Du, Lezhong Sun

“…Finally, we introduced a stage-wise streaming training module that progressively enhances the model’s accuracy and generalization ability through three stages. …”
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A Novel Two-Stream Network for Few-Shot Remote Sensing Image Scene Classification by Yaolin Lei, Yangyang Li, Heting Mao

“…The ultimate classification outcome is determined by putting together the results from both streams. Our method was evaluated across three distinct remote sensing image datasets to assess its effectiveness. …”
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Two‐stage video anomaly detection based on dual‐stream networks and multi‐instance learning by Dejun Zhang, Wenbo Fang, Yuhang Liu, Zirong Lyu, Chen Xiong, Zhan Wang

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Characterisation of turbulent flow and the wake of a tidal stream turbine in proximity to ridges of differing length by Sulaiman Hurubi, Tim Stallard, Peter Stansby, Hannah Mullings, Pablo Ouro

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A Novel Trustworthy Toxic Text Detection Method with Entropy-Oriented Invariant Representation Learning for Portuguese Community by Wenting Fan, Haoyan Song, Jun Zhang

“…To address these issues, this paper proposes a comprehensive and dynamic toxic text detection method. Specifically, we design a multi-view feature augmentation module by combining bidirectional long short-term memory and BERT as a dual-stream framework. …”
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Metabarcoding Versus Species‐Specific Primers to Estimate Salmo trutta Biomass and Density in Mountain Streams by Alba M. Losa, Alejandra Goldenberg‐Vilar, María Morán‐Luis, David R. Vieites, Jose Barquín, Agustín P. Monteoliva

“…ABSTRACT Environmental DNA (eDNA) is a cost‐efficient, noninvasive method to monitor fish populations, but the quantitative aspect of this technique (e.g., estimating biomass or densities) remains underexplored. …”
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Forecasting influenza epidemics from multi-stream surveillance data in a subtropical city of China. by Pei-Hua Cao, Xin Wang, Shi-Song Fang, Xiao-Wen Cheng, King-Pan Chan, Xi-Ling Wang, Xing Lu, Chun-Li Wu, Xiu-Juan Tang, Ren-Li Zhang, Han-Wu Ma, Jin-Quan Cheng, Chit-Ming Wong, Lin Yang

“…<h4>Results</h4>Both influenza virology data and ILI consultation rates in Shenzhen demonstrated a significant annual seasonal cycle (p<0.05) during the entire study period, with occasional deviations observed in some data streams. The forecasting models that combined multi-stream ILI surveillance data generally outperformed the models with single-stream ILI data, by providing more timely, sensitive and specific alerts.…”
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Evaluation of the River Salinity Changes using Hydrochemical Method in Arid Area (Case Study: Namaklan River, Ilam) by Maryam Mousavi, Noredin Rostami, Haji Karimi

“…Among the above-mentioned factors, geological formations, especially the Fars group (Gachsaran, Mishan, and Aghajari Formation), have the highest impact on water quality. Therefore, the general objective of this paper is to determine the salinity of the Namaklan River using the hydrochemical method, to study the spatial variation of salinity in the river, and to study the effect of geological formations on the salinity of this river. 2-Materials and Methods The Namaklan River is located in the southwest of Ilam province in a hot region near Iraq border, and the water of the Namaklan river flows into a large river in the south, called Godarkhosh River. …”
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Size-mass relationships of aquatic insects in forest streams: addressing a knowledge gap in Neotropical communities by Felipe Silva das Chagas, Paula Munhoz de Omena, Larissa Corteletti da Costa, Karoline Victor Serpa, Marcelo da Silva Moretti

“…This study reinforces the need to evaluate different approaches for estimating the dry mass of aquatic insects and underscores the caution required when using indirect methods for biomass determination.…”
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Effect of Defatting Method on Japanese Quince (<i>Chaenomeles japonica</i>) Fruit Seed Protein Isolate Technological Properties by Danija Lazdiņa, Dalija Segliņa, Zaiga Anna Zvaigzne, Aldis Butlers, Inga Ciproviča

“…Of the tested defatting methods, supercritical CO₂ extraction and the combination provided the best results from most aspects.…”
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sEMG-Based Gesture Recognition Using Sigimg-GADF-MTF and Multi-Stream Convolutional Neural Network by Ming Zhang, Leyi Qu, Weibiao Wu, Gujing Han, Wenqiang Zhu

“…The fully connected layer fusion method is utilized for multi-stream feature fusion, and the gesture recognition results are output. …”
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Triple-Stream Deep Feature Selection with Metaheuristic Optimization and Machine Learning for Multi-Stage Hypertensive Retinopathy Diagnosis by Süleyman Burçin Şüyun, Mustafa Yurdakul, Şakir Taşdemir, Serkan Biliş

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Multi-stream feature fusion of vision transformer and CNN for precise epileptic seizure detection from EEG signals by Qi Li, Wei Cao, Anyuan Zhang

“…Methods Our study proposes an epilepsy detection model, CMFViT, based on a Multi-Stream Feature Fusion (MSFF) strategy that fuses a Convolutional Neural Network (CNN) with a Vision Transformer (ViT). …”
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A multiple pattern complex event detection scheme based on decomposition and merge sharing for massive event streams by Jianhua Wang, Bang Ji, Feng Lin, Shilei Lu, Yubin Lan, Lianglun Cheng

“…Quickly detecting related primitive events for multiple complex events from massive event stream usually faces with a great challenge due to their single pattern characteristic of the existing complex event detection methods. …”
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Metal Powder Production by Atomization of Free-Falling Melt Streams Using Pulsed Gaseous Shock and Detonation Waves by Sergey M. Frolov, Vladislav S. Ivanov, Viktor S. Aksenov, Igor O. Shamshin, Fedor S. Frolov, Alan E. Zangiev, Tatiana I. Eyvazova, Vera Ya. Popkova, Maksim V. Grishin, Andrey K. Gatin, Tatiana V. Dudareva

“…A new method of producing metal powders for additive manufacturing by the atomization of free-falling melt streams using pulsed cross-flow gaseous shock or detonation waves is proposed. …”
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The Employment of Orthodontic Bracket System as Method of Intermaxillary Fixation in Cases of Traumatic Mandibular Fractures: Retrospective Literary Review and Own Experience by Vares Ya., Chegrynec N.

“…The essential drawbacks of the existing methods of intermaxillary fixation, particularly dental arch bars and ligatures, are negative infl uence on periodontium, complicated hygiene, non-balanced muscular loading, pain and psychological discomfort to the patient etc, which requires a search for alternative methods. …”
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RFSoC Modulation Classification With Streaming CNN: Data Set Generation &#x0026; Quantized-Aware Training by Andrew Maclellan, Louise H. Crockett, Robert W. Stewart

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