Feature Extraction and Selection Scheme for Intelligent Engine Fault Diagnosis Based on 2DNMF, Mutual Information, and NSGA-II by Peng-yuan Liu, Bing Li, Cui-e Han, Feng Wang

“…In the feature selection phase, a hybrid filter and wrapper scheme based on mutual information and NSGA-II is utilized to acquire a compact feature subset for engine fault diagnosis. …”
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Effect of SiC Particle Incorporated Dielectric Medium on Electrical Discharge Machining Behavior of AA6061/B4Cp/SiCp AMCs by Johny Khajuria, N. Nagabhooshanam, Pankaj Sharma, Atul Kumar, Santosh Kumar Sahu, Peyyala Sree Devi, Kuma Gowwomsa Erko

“…In this work, it was observed that using motor oil as the dielectric fluid when producing AA6061/SiCp/B4Cp hybrid composites provided wealth from waste. In these studies, modifications in silicon carbide (SiC) concentration, electrode (copper and brass), current, pulse time, and reinforcing weight percentage were tested. …”
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A deep learning approach for early prediction of breast cancer neoadjuvant chemotherapy response on multistage bimodal ultrasound images by Jiang Xie, Jinzhu Wei, Huachan Shi, Zhe Lin, Jinsong Lu, Xueqing Zhang, Caifeng Wan

“…In this study, a novel convolutional neural network model with bimodal layer-wise feature fusion module (BLFFM) and temporal hybrid attention module (THAM) is proposed, which uses multistage bimodal ultrasound images as input for early prediction of the efficacy of neoadjuvant chemotherapy in locally advanced breast cancer (LABC) patients. …”
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Assisted Stacking of Fungal Disease Resistance Genes in Central American Coffee Cultivars by Eduardo Granados Brenes, Laércio Zambolim, Dênia Pires de Almeida, Poliane Marcele Ribeiro, Bruna Lopes Mariz, Eveline Teixeira Caixeta

“…This work revealed errors in passport data or hybridizations in cultivars and even possible resistance breakdown in the Catimor genetic group. …”
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Large language models for causal hypothesis generation in science by Kai-Hendrik Cohrs, Emiliano Diaz, Vasileios Sitokonstantinou, Gherardo Varando, Gustau Camps-Valls

“…We review existing approaches for causal hypothesis generation and classify them within this spectrum. As an example, our hybrid (LLM + data) causal discovery algorithm illustrates ways for deeper integration. …”
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Persistent Mosaicism for 12p Duplication/Triplication Chromosome Structural Abnormality in Peripheral Blood by Amy L. Shackelford, Laura K. Conlin, Marybeth Hummel, Nancy B. Spinner, Sharon L. Wenger

“…Utilization of fluorescence in situ hybridization (FISH) identified three copies of probes from the end of the short arm of chromosome 12 (TEL(12p13) locus and the subtelomere (12p terminal)) on the structurally abnormal chromosome 12. …”
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Design of Joint Spatial and Power Domain Multiplexing Scheme for Massive MIMO Systems by Zheng Jiang, Bin Han, Peng Chen, Fengyi Yang, Qi Bi

“…However these schemes, such as Joint Spatial Division and Multiplexing (JSDM) scheme and hybrid precoding scheme, only focus on multiuser transmission in spatial domain. …”
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FFUNet: A novel feature fusion makes strong decoder for medical image segmentation by Junsong Xie, Renju Zhu, Zezhi Wu, Jinling Ouyang

“…Inherited from convolutional networks and transformers, FFUNet, a hybrid network structure with a novel module named the Feature Fusion Module (FFM) is proposed for medical image segmentation. …”
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Phase stabilization of cesium lead iodide perovskites for use in efficient optoelectronic devices by Handong Jin, Yu-Jia Zeng, Julian A. Steele, Maarten B. J. Roeffaers, Johan Hofkens, Elke Debroye

“…Abstract All-inorganic lead halide perovskites (LHPs) and their use in optoelectronic devices have been widely explored because they are more thermally stable than their hybrid organic‒inorganic counterparts. However, the active perovskite phases of some inorganic LHPs are metastable at room temperature due to the critical structural tolerance factor. …”
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Detection and diagnosis of unknown threats in power equipment using machine learning and Spark technology by Li Di, Cen Chen, Zhuo Lv, Mingyan Li, Nuannuan Li, Hao Chang

“…Finally, we apply stacking techniques to integrate the two detection methods, enabling hybrid intrusion detection and diagnosis. Experimental analysis indicates that the model runs in 1.88 seconds, achieving a detection accuracy of 98.88%, a precision rate of 99.06%, and a false positive rate of 2.36%. …”
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Assessing greenhouse gas emissions in hospitals: The development of an open-access calculator and its application to a German case-study by Claudia Quitmann, Leonard Terres, Andy Maun, Rainer Sauerborn, Emma Reynolds, Till Bärnighausen, Alina Herrmann, Bernd Franke

“…Yet, a transparent and comprehensive hospital-specific GHG accounting methodology is currently lacking. We have developed a hybrid methodology that follows the GHG Protocol Corporate Accounting and Reporting Standard to calculate emissions. …”
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MSBKA: A Multi-Strategy Improved Black-Winged Kite Algorithm for Feature Selection of Natural Disaster Tweets Classification by Guangyu Mu, Jiaxue Li, Zhanhui Liu, Jiaxiu Dai, Jiayi Qu, Xiurong Li

“…Then, MSBKA is combined with the excellent classifier SVM (RBF kernel function) to construct a hybrid model. Finally, the MSBKA-SVM model performs feature selection and tweet classification tasks. …”
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Influence of anthesis and silking synchronization of maize grain yield across different agroecological conditions by Drašković Bojan, Hojka Zdravko, Knežević Dragan, Šućur Rada, Banjac Borislav, Feher Teodora, Mladenov Velimir

“…Field experiments with a two-factorial randomized complete block design were established in 2022, with three replications and 28 hybrids. Seven traits were analyzed in this research: days female end, days of synchronization F-M, days of tasseling, grain dry content, grain dry yield (15% wet), general impression and grain matter content. …”
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Visible Light Broadband Achromatic Metalens Based on Variable Height Nanopillar Structures by Yongyang Li, Haiyang Huang, Cong Zhang, Xiangshuo Shang, Yang Liu, Junyan Hu, Dengyu Shan, Naiyun Tang, Wei Li

“…To address this, various methods for correcting chromatic aberration in metalenses have been proposed and demonstrated, such as spatial multiplexing, material hybridization, and increasing the cross-sectional diversity of metalens meta-atoms. …”
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Fractal-Shaped Metamaterials and Applications to Enhanced-Performance Devices Exhibiting High Selectivity by He-Xiu Xu, Guang-Ming Wang, Chen-Xin Zhang

“…By constructing the low-impedance sections as hybrid prefractal shape and crown square, both the SITs and LPF obtained additional bandwidth enhancement and good matching. …”
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Determination of Wheat Growth Stages Using Image Sequences and Deep Learning by Chunying Wang, Xubin Song, Weiting Pan, Haixia Yu, Xiang Li, Ping Liu

“…In order to solve the problem that it is difficult to determine the growth stages of a large number of wheat breeding materials grown in an artificial climate room accurately and quickly, the first attempt was made to determine the growth stages of wheat using image sequences of growth and development. A hybrid model (DenseNet–BiLSTM) based on the DenseNet and Bidirectional Long Short-Term Memory was proposed for determining the growth stage of wheat. …”
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Assessment of Renewable Energy Technology and a Case of Sustainable Energy in Mobile Telecommunication Sector by Michael S. Okundamiya, Joy O. Emagbetere, Emmanuel A. Ogujor

“…This study presents a comprehensive review of the underlying principles of the renewable energy technology (RET) with the objective of ensuring a reliable and cost-effective energy solution for a sustainable development in the emerging world. The grid-connected hybrid renewable energy system incorporating a power conversion and battery storage unit has been proposed based on the availability, dynamism, and technoeconomic viability of energy resources within the region. …”
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Evaluating the Synergy of Conflict Detection and Resolution Services for Constrained Urban Airspace by Calin Andrei Badea, Andrija Vidosavljevic, Joost Ellerbroek, Jacco Hoekstra

“…While many approaches towards these have been studied, insufficient analysis has been conducted on their compatibility when functioning within a unified, hybrid system. Additionally, their robustness to operational uncertainties such as wind and departure delays is often overlooked. …”
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A new epidemic model of sexually transmittable diseases: a fractional numerical approach by Mudassar Rafique, Muhammad Aziz Ur Rehamn, Aisha M. Alqahtani, Muhammad Rafiq, A. F. Aljohani, Zafar Iqbal, Nauman Ahmed, Shafiullah Niazai, Ilyas Khan

“…The non-standard finite difference (NSFD) technique is hybridized with the Grunwald Letnikov (GL) approximation for finding the numerical solutions of the time-delayed non-integer order STID model. …”
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Cultivars and lines from ICARDA in spring durum wheat (<i>Triticum durum</i> Desf.) breeding in the Lower Volga region by S. N. Gaponov, G. I. Shutareva, N. M. Tsetva, I. S. Tsetva, I. V. Milovanov

“…Many years of work led to identifying 22 lines of spring durum wheat, selected in the breeding nursery of the Main Competitive Trails (MCT) and in different years involved in complex multistep hybridization. The spring durum wheat cultivar ‘Lilek’ was included into the State Register for Selection Achievements in 2009, while cv. …”
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