Aeroengine Remaining Life Prediction Using Feature Selection and Improved SE Blocks by Hairui Wang, Shijie Xu, Guifu Zhu, Ya Li

“…To reduce computational costs and improve prediction performance, we use random forest to evaluate the feature importance of sensor data. Based on the size of the feature corresponding to the Gini index, we select the appropriate sensor. …”
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Hybrid Method for Oil Price Prediction Based on Feature Selection and XGBOOST-LSTM by Shucheng Lin, Yue Wang, Haocheng Wei, Xiaoyi Wang, Zhong Wang

“…Second, using the Adaptive Copula-based Feature Selection (ACBFS), rooted in Copula theory, facilitates the integration of the influencing factors; ACBFS enhances both accuracy and stability in feature selection, thereby amplifying predictive performance and interpretability. …”
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EEG-Based Emotion Detection Using Roberts Similarity and PSO Feature Selection by Mustafa Hussein Mohammed, Mustafa Noaman Kadhim, Dhiah Al-Shammary, Ayman Ibaida

“…Evaluation on an EEG brainwave dataset demonstrated that the method achieved an accuracy of 98.75% with feature selection, compared to 94.04% without it in emotional state detection. …”
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An integrated approach of feature selection and machine learning for early detection of breast cancer by Jing Zhu, Zhenhang Zhao, Bangzheng Yin, Canpeng Wu, Chan Yin, Rong Chen, Youde Ding

“…In this study, we introduced a novel feature selection approach, which leverages Shapley additive explanation (SHAP) values as the basis for Recursive Feature Elimination (RFE), utilizing a Random Forest (RF) algorithm within the RFE framework. …”
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A Discourse Analysis of Selected National Anthems of the World Countries by saeed mehrpour, habib ahmadi, marjan naderi

“…The present study investigates the speech functions fulfilled by the sentences of a randomly selected body of national anthems of 70 countries using content analysis. …”
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Selected features of Philippine English pronunciation among three groups of Ilocano speakers by L. I Haloc, S. N Dita

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Selected features of Philippine English pronunciation among three groups of Ilocano speakers by L. I Haloc, S. N Dita

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Online LiDAR-Camera Extrinsic Calibration Using Selected Semantic Features by Ping-Tzu Lin, Ying-Shiuan Huang, Wen-Chieh Lin, Chieh-Chih Wang, Huei-Yung Lin

“…Our method could effectively ameliorate the problem of targetless methods which usually lack robust features and the correspondences. We also propose a feature selection technique to filter out improper feature correspondences by matching the image contours and point cloud projection contours. …”
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Selected Psychological Features of Personality and the Level of Internality in Patients of a Multidisciplinary Hospital by Victoria Kononets, Alua Miraleyeva, Saule Balmagambetova, Gulmira Zharmakhanova, Gulnara Batyrova, Ilya Derkach, Nadiar Mussin

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Fractal features of structures of gas flow in selected gas stations of I order by Henryk Gurgul, Marcin Suder

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Early Parkinson’s disease identification via hybrid feature selection from multi-feature subsets and optimized CatBoost with SMOTE by Subhashree Mohapatra, Bhanja Kishor Swain, Manohar Mishra

“…The framework is tested with several feature subsets, as well as their combined set. In addition, RReliefF feature selection was also applied to identify the optimal subset of features. …”
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Feature Selection and Classification Optimization of Transformer Oil Odor Data With Recursive Feature Elimination Using Grid Search and Cross-Validation by Bilge Han Tozlu

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From Baseline to Best Practice: An Advanced Feature Selection, Feature Resampling and Grid Search Techniques to Improve Injury Severity Prediction by Soukaina EL Ferouali, Zouhair Elamrani Abou Elassad, Sara Qassimi, Abdelmounaîm Abdali

“…Compared to comparable systems without feature selection, feature resampling, and optimization methods, the results demonstrate that employing optimized XGBoost along with grid search in conjunction with SelectKBest and SMOTE strategy has resulted in greater performance, with an 89% R2 score. …”
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Selection of geometrical features of nuclei оn fluorescent images of cancer cells by Ya. U. Lisitsa, M. M. Yatskou, V. V. Skakun, P. D. Pavel D. Kryvasheyeu, V. V. Apanasovich

“…The methods of geometric informative features selection of nuclei on fluorescent images of cancer cells are considered. …”
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MOBCSA: Multi-Objective Binary Cuckoo Search Algorithm for Features Selection in Bioinformatics by Hudhaifa Mohammed Abdulwahab, S. Ajitha, Mufeed Ahmed Naji Saif, Belal Abdullah Hezam Murshed, Fahd A. Ghanem

Subjects: “…Features selection…”
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Method of selecting between manual and automated testing based on the software product features by EkaterinaY. . Galimova, Alexander N. Kovalenko

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Study on Photovoltaic Plant Site Selection Models Based on Geographic and Environmental Features by RAO Zhi, YANG Zaimin, YANG Xiongping, LI Jiaming, YANG Ping, WEI Zhichu

Subjects: “…global horizontal irradiance prediction|site selection of photovoltaic power stations|environmental features|geographic features|model of temporal convolutional network （tcn）|model of informer…”
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Elderly Patient Management Problems: Antithrombotic Therapy Selection Features. Clinical Case by D. U. Akasheva, E. S. Bulgakova, I. S. Yavelov, A. Yu. Gorshkov, O. M. Drapkina

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Ensemble-based versus expert-assisted approach to carbon price features selection by Bogdan Ruszczak, Katarzyna Rudnik

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Selection of a Complex of Informative Features for Assessing the Internal Characteristics of Eggs for Consumption by Toncho Kolev, Mariya Georgieva-Nikolova, Miglena Kazakova, Danail Bonchev, Hristo Lukanov, Zlatin Zlatev

Subjects: “…feature selection…”
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