FRANet: A Feature Refinement Attention Network for SAR Image Denoising by Shuaiqi Liu, Yu Lei, Qi Hu, Ming Liu, Bing Li, Weiming Hu, Yu-Dong Zhang

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Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. by Hui Zhao, Guobin Zhao, Xichun Wang, Zhonghui Zhang, Xianchao Xun

“…Existing solutions, such as traditional interference suppression techniques that rely on static spectrum allocation and fixed interference patterns, are no longer able to adapt to the rapidly changing electromagnetic environment and face computational complexity challenges when processing large amounts of real-time data. …”
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Densenet Model for Binary Glaucoma Classification Performance Assessment with Texture Feature by Wildan Jameel Hadi, Amal Sufiuh Ajrash, Sahar Muneam Salman, Mays jalal jasim, Mina Taha Ibrahim

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Differentiating biomarker features and familial characteristics of B-SNIP psychosis Biotypes by David A. Parker, Rebekah L. Trotti, Jennifer E. McDowell, Sarah K. Keedy, Matcheri S. Keshavan, Godfrey D. Pearlson, Elliot S. Gershon, Elena I. Ivleva, Ling-Yu Huang, Kodiak Sauer, S. Kristian Hill, John A. Sweeney, Carol A. Tamminga, Brett A. Clementz

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Classification of finger movements through optimal EEG channel and feature selection by Murside Degirmenci, Yilmaz Kemal Yuce, Matjaž Perc, Matjaž Perc, Matjaž Perc, Matjaž Perc, Matjaž Perc, Yalcin Isler

“…Therefore, the objectives of this study are threefold: (i) to develop a more viable and practical system to predict the movements of five fingers and the no mental task (NoMT) state from EEG signals (ii) to analyze the effects of the statistical-significance based feature selection method over four different feature domains (nonlinear domain, time-domain, frequency-domain and time-frequency domain) and their combinations, and (iii) to test these feature sets with different and prominent classifiers.MethodsIn this study, our major goal is not to explore the best machine algorithm performance, but to investigate the best EEG channels and features that can be used in the classification of finger movements. …”
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Clustering of precipitation features by a new validity index over Iran by Sanaz Moghim, Reza Rajabi

“…Study focus: Clustering is an effective approach for climate zoning that identifies areas with similar climatic patterns. This study clusters precipitation data over Iran to identify meaningful regional patterns based on six features, including extreme indices (Rx1day, SDII, R95p, R99p, R10) and monthly average precipitation (Pmon) during 2001–2020. …”
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Plantar pressure classification and feature extraction based on multiple fusion algorithms by Xiaotian Bai, Xiao Hou, Yiling Song, Zhengyan Tang, Hongfeng Huo, Jingmin Liu

“…Classification discriminant functions were developed using linear discriminant analysis. Analysis of variance compared the differences in features between various plantar pressure distribution patterns. …”
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Palm Vein Verification Using Multiple Features and Locality Preserving Projections by Ali Mohsin Al-juboori, Wei Bu, Xiangqian Wu, Qiushi Zhao

“…New palm vein features extraction methods, global feature extracted based on wavelet coefficients and locality preserving projections (WLPP), and local feature based on local binary pattern variance and locality preserving projections (LBPV_LPP) have been proposed. …”
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Clinical and electrophysiological features of peripheral neuropathy in older patients with lung carcinoma by Tomanović-Vujadinović Sanja, Jovanović Dragana, Ilić Nela V., Dubljanin-Raspopović Emilija, Nedeljković Una, Ilić Branka, Samardžić Natalija, Ćeriman Vesna, Stević Zorica, Marković-Denić Ljiljana

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Investigation into the Distribution Features and Determinants of Underground Commercial Spaces in Qingdao City by Jingwei Zhao, Heqing Wang, Yu Sun, Haoqi Li, Yinge Zhu

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Clinical and morphological features of gastroduodenal pathology at alcohol-induced liver disease by I. V. Kozlova, M. A. Suschenko

“…To determine clinical and morphological features and mechanisms of development of gastroduodenal lesions at alcohol-induced disease of liver.Material and methods. …”
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Yenikapı 27 Shipwreck: Hull Members, Construction Technique and Structural Features by Evren Türkmenoğlu

“…This study analyzes the construction technique and structural features of the vessel based on a detailed post-excavation examination of the wooden hull members; its construction features have been evaluated within the framework of development of shipbuilding traditions in the Mediterranean and by comparisons with other contemporaneous wrecks. …”
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TECHNICAL FEATURES OF ELECTRODE IMPLANTATION AND REMOVAL WITH CONSTANT HIS BUNDLE ELECTROCARDIOSTIMULATION by A. V. Ponomarev, G. V. Chudinov, F. V. Sklyarov, D. A. Karakozov, N. A. Peskov, A. A. Tatyanchenko

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Encrypted traffic identification scheme based on sliding window and randomness features by LIU Jiachi, KUANG Boyu, SU Mang, XU Yaqian, FU Anmin

“…Specifically, the scheme involved sampling the payloads of data packets in sessions using a sliding window mechanism to obtain data block sequences that reflect the information patterns of the original traffic. For each data block, randomness measurement algorithms were utilized to extract sample features and construct randomness features for the original payload. …”
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Features of the Clinical Course and Prognosis of Severe Traumatic Brain Injury Outcomes by Y. B. Vasilyeva, A. E. Talypov, M. V. Sinkin, S. S. Petrikov

“…In patients with isolated hematomas, neurological status was represented mainly with clinic dislocation syndrome and contralateral hematoma hemiparesis, and clinical pattern significantly depended on intracranial hemorrhage. …”
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LANGUAGE SPACE OF NEURAL NETWORKS: FEATURES AND DIFFERENCES FROM NATURAL LANGUAGE by Natalia B. Egorchenkova, Olga V. Korobova

“…These features include attachment to keywords in the task, potential loss of the main idea, inconsistency with required style, repetition of similar ideas, lack of specific facts or personal experiences, and limitations in vocabulary, linguistic patterns, and grammatical structures. …”
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Keywords, morpheme parsing and syntactic trees: features for text complexity assessment by Dmitry A. Morozov, Ivan A. Smal, Timur A. Garipov, Anna V. Glazkova

“…Early approaches relied on easily calculable quantities, such as the average length of a sentence or the average number of syllables per word. With the development of natural language processing algorithms, the space of used features is expanding. …”
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Inferring internal states across mice and monkeys using facial features by Alejandro Tlaie, Muad Y. Abd El Hay, Berkutay Mert, Robert Taylor, Pierre-Antoine Ferracci, Katharine Shapcott, Mina Glukhova, Jonathan W. Pillow, Martha N. Havenith, Marieke L. Schölvinck

“…Furthermore, each state corresponds to a characteristic pattern of facial features that partially overlaps between species, highlighting the importance of facial expressions as manifestations of internal cognitive states across species.…”
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Crystallization behavior and morphological features of ethylene-vinyl alcohol 44 copolymer by Clement Freymond, Alain Guinault, Matthieu Gervais, Miroslaw Pluta, Tomasz Makowski, Ewa Piorkowska, Cyrille Sollogoub

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Investigating pathological features of myocarditis-related sudden cardiac deaths in Egypt by Nora Fnon, Asmaa Sharif, Hanan Hassan, Amal Hafez, Zahraa Sobh

“…A focal infiltration pattern was observed in 78.6% of cases. Approximately, 80% of deaths in the first decade were attributed to lymphocytic myocarditis, whereas 95% of deaths in the third and 75% of fourth decade had neutrophilic myocarditis. …”
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