Double Filter and Double Wrapper Feature Selection Algorithm for High-Dimensional Data Analysis by Hong Chen, Yuefeng Zheng

“…With the advent of the big data era, we often deal with datasets containing a large number of redundant features, and in this context, dimensionality reduction of data becomes crucial. To address this issue, this study proposes a double filter and double wrapper (DFDW) feature selection algorithm for high-dimensional data. …”
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An Intelligent Diagnostic System to Analyze Early-Stage Chronic Kidney Disease for Clinical Application by N. I. Md. Ashafuddula, Bayezid Islam, Rafiqul Islam

“…Finally, for reliable CKD classification, an ensemble characteristics-based classifier is encouraged. …”
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Assessment of the Water Level Changes Based on Optical Satellite Images Analysis by N. Kadhim

“…The decreasing water surface area of Lake Hamrin, one of the largest lakes in Diyala Province, Iraq, is a major issue locally and regionally. This study examines changes in Land Use and Land Cover (LULC), lake area, water-holding capacity, and levels using ESA Sentinel-2 imagery and a deep-learning AI land classification model. …”
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LUNGINFORMER: A Multiclass of lung pneumonia diseases detection based on chest X-ray image using contrast enhancement and hybridization inceptionresnet and transformer by Hanafi Hanafi

“…Deep learning faces the issue of low-quality X-ray images and biased X-ray image information. …”
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Analysis of printed document identification based on Deep Learning by Dinh Thong Nguyen, Phu Quang Nguyen, Hoang Bao An Mai

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Reducing bias in coronary heart disease prediction using Smote-ENN and PCA. by Xinyi Wei, Boyu Shi

“…To address the data imbalance issue, SMOTE-ENN is utilized, and five machine learning algorithms-Decision Trees, KNN, SVM, XGBoost, and Random Forest-are applied for classification tasks. …”
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Enhancing diabetes risk prediction through focal active learning and machine learning models. by Wangyouchen Zhang, Zhenhua Xia, Guoqing Cai, Junhao Wang, Xutao Dong

“…The method integrates SHAP (SHapley Additive Explanations) to quantify feature importance and applies attention mechanisms to dynamically adjust feature weights, enhancing model interpretability and performance in predicting diabetes risk. To address the issue of imbalanced classification in diabetes datasets, we employed a clustering-based method to identify representative data points (called foci), and iteratively constructed a smaller labeled dataset (sub-pool) around them using similarity-based sampling. …”
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Median cleft of mandible and lower lip with ankyloglossia and ectopic minor salivary gland on tongue by Rana Roshani, Puri Vinita, Thakkur Rahul, Baliarsing A

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Assessment of Isparta Basin by Using 1D Nonlinear Site Response Analysis Approach; 1914 Burdur (Ms: 7.0) Earthquake Scenario by Ali SİLAHTAR

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Analysis of printed document identification based on Deep Learning by Dinh Thong Nguyen, Phu Quang Nguyen, Hoang Bao An Mai

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The problem of personal data protection in the era of digitalization by Victoria M. Piskaikina, Anton G. Monetov

“…Within the framework of this work, comparative legal and systematic approaches were used, which enabled the authors to study in depth the issue of ensuring the protection of personal data of citizens of the Russian Federation. …”
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Cardiac disease diagnosis based on GAN in case of missing data. by Xing Chen, Na Zhang, Xiaohui Yang, Chunyan Wang, Qi Na, Tianyun Luan, Wendi Zhu, Chenjie Zhang, Chao Yang

“…The experimental results demonstrate that compared to other filling algorithms, the data matrix filled by the proposed algorithm in this paper has more evident practical significance, fewer errors, and higher accuracy in downstream classification prediction.…”
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Assessment of potential drug–drug interactions in an oncology unit of a tertiary care teaching hospital by Ramya Kuzhikattu Vayalil, K Jayarama Shetty, Uday Venkat Mateti

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Real-Time Deep Intelligence Analysis and Visualization of COVID-19 Using FCNN Mechanism by Cherukuri Triveni, K. Suvarna Vani, M. Likhitha

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Comparison of intra articular autologous platelet-rich plasma with steroids in osteoarthritis knee: Experience from a North Indian tertiary care center by M N Arjun, Vivek Vasdev, Kunal Kishore, Arun Hegde, Krishnan Shanmuganandan, Abhishek Kumar, Uday Bhanu Kovilapu, Roopa Shivashankar

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Research of methodological principles and financial mechanisms of macro-strategic management of the dynamics of technological innovation systems by B. D. Matrizaev

“…Equally relevant is the issue of ensuring the inflow of resources for technological development, such as public funding or private capital. …”
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Risk management in the sphere of state economic security provision using professional liability insurance by O. Faiier, O. Arefieva, I. Miahkykh, N. Babko, S. Kuskova, O. Khloponina-Gnatenko

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Tektoniğin Drenaj Havzalarına Etkisinin Morfometrik İndislerle İncelenmesi, Kuzey Anadolu Fay Zonu’nun Kızılırmak ile Tersakan Çayı Arası, Samsun by Serkan Gürgöze, Ali Uzun

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Reverse logistics and environmental sustainability in selected manufacturing entities in Kampala district, Uganda by Jack, Rugasira, Moses, Agaba, Jotham Mbiito, Byarugaba, Rita, Makumbi, Jill, Kyatuheire, Jane, Asiimwe

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A hybrid approach to predicting and classifying dental impaction: integrating regularized regression and XG boost methods by Asok Mathew, Pradeep K. Yadalam, Ahmed Radeideh, Shrouk Hady, Rona Swed, Reyyan Cheema, Majd Mousa AL-Mohammad, Mohammed Alsaegh, SR Shetty

“…Impaction, a tooth alignment issue, is diagnosed using radiographic measurements like panoramic radiographs and CBCT. …”
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