Class imbalance learning–driven Alzheimer’s detection using hybrid features by Ran Baik

“…The algorithm is evaluated using the three classifiers k -nearest neighbour, support vector machine and random forest. The dataset of OASIS is used to assess the outcomes. The proposed approach achieved the optimum accuracy of 92.7%.…”
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Program for Studying Intergenerational Transmissions in Infant Mortality Using the Intermediate Data Structure (IDS) by Luciana Quaranta

“…The current work presents two programs that were developed in STATA to construct a dataset for analysis and run statistical models to study intergenerational transfers in infant mortality using databases that are stored in the IDS. …”
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The Clinicians’ Guide to Large Language Models: A General Perspective With a Focus on Hallucinations by Dimitri Roustan, François Bastardot

“…Hallucinations (false information) generated by LLMs arise from a multitude of causes, including both factors related to the training dataset as well as their auto-regressive nature. The implications for clinical practice range from the generation of inaccurate diagnostic and therapeutic information to the reinforcement of flawed diagnostic reasoning pathways, as well as a lack of reliability if not used properly. …”
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Systematic analysis of Fc mutations designed to enhance binding to Fc-gamma receptors by Geoff Hale, Alastair Douglas Davy, Ian Wilkinson

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Prediction of earthquake by machine learning models and neural network by Xu Bohong

“…In this article, the author first process the dataset sought from the internet, then predict the magnitude and the alert of earthquakes, with four machine learning models and a neural network. …”
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Improved Double-Layer Structure Multilabel Classification Model via Optimal Sequence and Attention Mechanism by Geqiao Liu, Mingjie Tan

“…The test results based on the actual dataset show that the ATDCC-OS algorithm has good performance on all performance evaluation metrics. …”
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Novel Machine Learning-Based Brain Attention Detection Systems by Junbo Wang, Song-Kyoo Kim

“…The results of our analysis on a publicly available dataset indicate that KNN with the feature importance feature extraction method performed the best, achieving 99.56% accuracy, 99.67% recall, and 99.44% precision with a rapid training time.…”
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Exploring A Better Way to Constraint Propagation Using Naked Pair by Chen Kaiqi

“…This research uses a dataset of 1 million sudoku puzzlers from Kaggle to evaluate the proposed solver’s performance. …”
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End-to-end Projection Optimization Net for Short Scan CBCT Reconstruction by Xuan Zhou, Yuedong Liu, Cunfeng Wei

“…Last, we evaluate the performance of proposed method on both simulation and experiment dataset. The experimental results show that this scheme can improve reconstruction quality by about 9% compared to the short scan reconstruction results.  …”
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Microscopic Evaluation of Leaves of Memecylon umbellatum Burm by Suresh G. Killedar, Harinath N. More, Sameer J. Nadaf

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What the Seasons Tell Us. The Monthly Movement of Marriages, Economic Modernization, and Secularization in the Netherlands, 1810-1940 by Theo Engelen

“…The analysis is based on the LINKS dataset which currently includes almost 2 million marriages that were contracted in seven Dutch provinces: Groningen, Drenthe, Overijssel, Gelderland, Noord-Holland, Zeeland and Limburg. …”
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Designing the Soilbag Columns: An Analytical Approach and Numerical Validation by Abdollah Sadr, Nader Hataf

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A Flexible Monopole Antenna with Dual-Notched Band Function for Ultrawideband Applications by Xiaoyan Zhang, Guohao Wang

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Multipoint Vibration Response Prediction under Uncorrelated Multiple Sources Load Based on Elastic-Net Regularization in Frequency Domain by ZhenKai Cui, Cheng Wang, Jianwei Chen, Ting He

“…The predicted vibration response on the experimental dataset of cylindrical shell acoustic vibration showed that the improvement of the multivariate regression vibration response prediction model by elastic regularization can better improve the accuracy and reduce the large number of conditions at some frequencies.…”
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Development of Bioadhesive Microspheres for Oral Bioavailability Enhancement of Berberine Hydrochloride by Ye Zhang, Hongming Liu

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Program for Studying Intergenerational Transmissions in Infant Mortality Using the Intermediate Data Structure (IDS) by Luciana Quaranta

“…The current work presents two programs that were developed in STATA to construct a dataset for analysis and run statistical models to study intergenerational transfers in infant mortality using databases that are stored in the IDS. …”
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Healthy Foods as Proxy for Functional Foods: Consumers’ Awareness, Perception, and Demand for Natural Functional Foods in Pakistan by Akhter Ali, Dil Bahadur Rahut

“…Using comprehensive primary dataset collected from 400 respondents from all four major provinces of Pakistan, this study assesses consumers’ knowledge, awareness, and perception regarding the use of functional foods. …”
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POSITIVE, NEGATIVE RULE AND APPLICATION by Nguyễn Đức Thuần, Phạm Quang Tùng, Hồ Thị Thu Sa

“…Experimental results obtained on data sets from the UCI repository of machine learning databases and the result of an experiment performed on a real-world dataset, the teaching and learning database at Nhatrang University were discussed.…”
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A Practical Approach for Identity-Embodied 3D Artistic Face Modeling by Tanasai Sucontphunt

“…Its core idea is to construct a face geometry space and a face texture space based on a precollected 3D face dataset. Then, these spaces are used to extract and blend the face models together based on their facial identities and styles. …”
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New research findings on 11th-early 13th-century polychrome wood sculpture at the Royal Institute for Cultural Heritage, Brussels by Emmanuelle Mercier

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