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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Determining the optimal generalization operators for building footprints using an improved graph neural network model by Xinyu Niu, Haizhong Qian, Xiao Wang, Limin Xie, Longfei Cui

“…However, previous studies have focused primarily on the intelligent use of each generalization operator separately, neglecting the intelligent scheduling issue between multiple operators when they are used simultaneously. …”
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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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Civil Aircraft Landing Attitude Ultra-Limit Warning System Based on mRMR-LSTM by Fei Lu, Tong Jing, Chunsheng Xie, Haonan Chen

“…The system can effectively issue early warnings for ultra-limit landing attitude events and, based on the prediction results, identify the types of risks.…”
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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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A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention by Sarita Sahni, Sweta Jain, Sri Khetwat Saritha

“…The experimental findings reveal impressive classification accuracies of 97.93% and 98.99% on the KFall and SisFall datasets, respectively.…”
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Moisture Evaluation of Oil-Immersed Insulation in Bushings Based on Frequency Domain Spectroscopy and Grey Relational Analysis by Xianhao Fan, Sheng Li, Tengyue Sun, Yiyi Zhang, Jiefeng Liu

“…The feasibility and applicability of the proposed methods were later proved by the moisture evaluation of transformer oil-immersed bushings, in which the G RA is applied as a tool for moisture classification. The results showed that the average relative (absolute error) is less than 14.6% (0.17%). …”
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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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Spatial Modeling of Unemployment Rate in Counties of Iran Based on Population and Housing Census Data by Hamed Seifi, Abdollah Jalilian, Azad Khanzadi

“…Unemployment is one of the most important issues in all countries around the world. An increase in the number of unemployed in any society will cause many problems. …”
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Enhanced Isolation Forest-Based Algorithm for Unsupervised Anomaly Detection in Lidar SLAM Localization by Guoqing Geng, Peining Wang, Liqin Sun, Han Wen

“…Identifying such anomalies currently relies on post-trajectory analysis with subjective parameter thresholds. To address this issue, we propose an unsupervised real-time localization anomaly detection model based on the isolation forest algorithm. …”
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Anomaly Detection Based on Graph Convolutional Network–Variational Autoencoder Model Using Time-Series Vibration and Current Data by Seung-Hwan Choi, Dawn An, Inho Lee, Suwoong Lee

“…To address this issue, we employ a semi-supervised learning approach that relies solely on normal data to effectively detect abnormal patterns, overcoming the limitations of conventional methods. …”
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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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Blood glucose level prediction in type 1 diabetes: A comparative analysis of interpretable artificial intelligence approaches by Ilaria Basile, Giovanna Sannino

“…The prediction problem was initially approached as a multi-series regression issue and then re-evaluated as a problem of accurate classification into seven glycemic ranges. …”
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Advancing Semantic Enrichment Compliance in BIM: An Ontology-Based Framework and IDS Evaluation by Tomo Cerovšek, Mohamed Omar

“…Empirical results from a real project using five IDS tools reveal implementation issues with the classification facet, regular expressions, and issue reporting. …”
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Integration of AI in Self-Powered IoT Sensor Systems by Cosmina-Mihaela Rosca, Adrian Stancu

“…The study addresses the issue of the lack of a standardized classification of IoT domains and the uneven distribution of AI integration in these domains. …”
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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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