Water Quality Coupling Model Classifications and Their Applications by WANG Wei, WANG Xiaoqing

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Crystal structure map for materials classification and modeling by Tamio Oguchi

“…For classifying and modeling properties of crystalline materials in terms of structure, a three-step workflow with (1) generation of structure feature vectors, (2) evaluation of distances among the feature vectors as a measure of similarity in structure, and (3) mapping of each structure in a low-dimensional space with principal components using dimension reduction is proposed. …”
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Research on Sentiment Classification Algorithms on Online Review by Ruixia Yan, Zhijie Xia, Yanxi Xie, Xiaoli Wang, Zukang Song

“…The evaluation indexes and the three algorithms are compared in different lengths of sentence and word vector dimensions. …”
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Neuro-evolutionary models for imbalanced classification problems by Israa Al-Badarneh, Maria Habib, Ibrahim Aljarah, Hossam Faris

“…This paper introduces three stochastic and metaheuristic algorithms for training the Multilayer Perceptron (MLP) neural network to solve the problem of imbalanced classifications. …”
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Syndromic classification of patients with typical absence seizures by Laura M.F.F. Guilhoto, Maria Luíza G. Manreza, Elza M.T. Yacubian

“…The aim of this study is to compare ILAE classification (1989) and Panayiotopoulos' criteria (1997) for absence epilepsies. …”
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Anemia Classification System Using Machine Learning by Jorge Gómez Gómez, Camilo Parra Urueta, Daniel Salas Álvarez, Velssy Hernández Riaño, Gustavo Ramirez-Gonzalez

“…We built a supervised learning approach and trained three models (Linear Discriminant Analysis, Decision Trees, and Random Forest) using an anemia dataset from a previous study by Sabatini in 2022. …”
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Optimizing agricultural classification with masked image modeling by Ying shu Peng, Yi Wang

“…The pretrained model was then fine-tuned on three independent agricultural classification datasets and performed better than state-of-the-art methods. …”
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Eustachian tube: subtemporal exposure and proposed classification by Ahmed M. Ashour, Saleem I. Abdulrauf

“…Conclusions The study proposes a classification of the ET into three segments based on its anatomical relationships during subtemporal exposure. …”
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Detection and classification of lung diseases in distributed environment by Thuong-Cang Phan, Anh-Cang Phan

“…Moreover, we also experimented with three new network architectures on the medical image dataset: CTXNet, Big Transfer (BiT), and Swin Transformer, to evaluate their accuracy and training time in a distributed environment. …”
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Dynamics‐based characterization and classification of biodiversity indicators by Yuri Otomo, Reiji Masuda, Yutaka Osada, Kazutaka Kawatsu, Michio Kondoh

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ILAE CLASSIFICATION OF THE EPILEPSIES: THE 2017 REVISION AND UPDATE by G. N. Avakyan, D. V. Blinov, A. V. Lebedeva, S. G. Burd, G. G. Avakyan

“…Unknown onset seizures are placed separately.  Three levels of diagnostics are specified in the 2017 ILAE Classification of the Epilepsies: seizure type (defined in accordance with the 2017 ILAE Operational classification of seizure types), epilepsy  type  (focal, generalized,  combined  generalized  and focal, unknown),  and epilepsy  syndrome.  …”
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Mechanism and Classification of Coal and Gas Outbursts in China by Qi Zhang, Chun-li Yang, Xiang-chun Li, Zhong-bei Li, Yi Li

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Progresses in the classification and mechanism of methane-oxidizing bacteria by CAI Chaoyang, HE Zhanfei, HU Baolan

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A Classification Scheme for Quasar Absorption Lines by Benjamin E. Rosenwasser, Bart P. Wakker, Blair D. Savage

“…We present a method to classify intergalactic absorption lines and apply it to 10,772 low-redshift systems. The classification gives the number of components (reflecting the kinematics) in four different ionization phases, using detections and nondetections of H i , high (O vi , N v , O v , Ne v , Ne vi , Ne viii ), medium (C iii , Si iii , O iii , O iv , C iv ) and low (C ii , N ii , O ii , Si ii , He i ) ions. …”
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Classifications for cesarean section: a systematic review. by Maria Regina Torloni, Ana Pilar Betran, Joao Paulo Souza, Mariana Widmer, Tomas Allen, Metin Gulmezoglu, Mario Merialdi

“…<h4>Methods and findings</h4>Three electronic databases were searched for classifications published 1968-2008. …”
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Vision-Based Gesture-Driven Drone Control in a Metaverse-Inspired 3D Simulation Environment by Yaseen, Oh-Jin Kwon, Jaeho Kim, Jinhee Lee, Faiz Ullah

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DNA methylation profiling for molecular classification of neuroblastoma by Maja Löfgren, Anna Djos, Shiva Rezaei, Medha Suman, Per Kogner, Tommy Martinsson, Susanne Fransson, Helena Carén

“…We show that of the total number of cases, an average of 90% of the samples classified as neuroblastoma, while 66% also achieved confident classification into the three NB subclasses: “MYCN-type”, “ALT/TERT TMM positive” and “TMM negative”. …”
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BAHGRF3: Human gait recognition in the indoor environment using deep learning features fusion assisted framework and posterior probability moth flame optimisation by Muhammad Abrar Ahmad Khan, Muhammad Attique Khan, Ateeq Ur Rehman, Ahmed Ibrahim Alzahrani, Nasser Alalwan, Deepak Gupta, Saima Ahmed Rahin, Yudong Zhang

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Classification of the Second Minimal Orbits in the Sharkovski Ordering by Ugur G. Abdulla, Naveed H. Iqbal, Muhammad U. Abdulla, Rashad U. Abdulla

“…Full classification of second minimal orbits is presented in terms of cyclic permutations and directed graphs of transitions. …”
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Classification of Electronics Components using Deep Learning by Emel Soylu, İbrahim Kaya

“…We employed EfficientNetV2B3, EfficientNetV2S, EfficientNetB0, InceptionV3, MobileNet, and Vision Transformer (ViT) models for the classification task. …”
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