Breast Cancer Prediction: A Fusion of Genetic Algorithm, Chemical Reaction Optimization, and Machine Learning Techniques by Md. Rafiqul Islam, Md. Shahidul Islam, Saikat Majumder

“…The classifiers with optimized features consistently outperformed the classifiers without feature optimization in terms of accuracy, precision, recall, specificity, and F1 score. Among the compared methods published recently, our method attained the highest accuracies of 99.64% in the WBC dataset and 98% in the BCC dataset, as well as the second highest accuracy of 99.12% in the BC-UCI dataset. …”
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Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning by Zhen Zhang, Zhe Zhu, Chen Xu, Jinyu Zhang, Shaohua Xu

“…Experimental results indicate that GCAD outperforms state-of-the-art compared methods on two real-world datasets that contain topology information.…”
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Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…In addition, this algorithm's performance of gene feature vector clustering was better than other comparative methods. Therefore, the proposed algorithm has significant advantages in selecting potential hypertension biomarkers.…”
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Theoretical and methodological foundations of forming meta-competencies in project-oriented training of the techno-social space of the higher education institution by T. N. Kameneva, V. A. Shevyrev

“…While studying this topic, the following methods were used: the method of theoretical analysis of the sources devoted to the investigated problem, illustrative-graphical and comparative methods, post-non-classical concept of managerial design, modern concepts of knowledge (Th.S. …”
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The art of non-verbal communication in perlocutionary giftedness by Adam Świątek

“…The research, based on experiential and comparative methods as well as individual case analysis, aimed at revealing a strong link between verbal perlocutionary giftedness and the accompanying non-verbal aspects of communication, such as kinesics, proxemics, vocalics, or posture, which affect the listener’s decisions, who then complies with the speaker’s will. …”
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Elements of forensic description of threats or violence against a law enforcement officer by I. P. Fedorishchev

“…The research was conducted using a range of general scientific and special scientific methods: dialectical, comparative legal, systemic-historical and logical analysis, analogy, formal logic, substantive legal logic, and comparative methods. The author has studied a wide range of scientific sources on the subject matter under study. …”
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Hybrid Simulated Annealing-Evaporation Rate-Based Water Cycle Algorithm Application for Medical Image Enhancement by Eyob Mersha Woldamanuel

“…The findings of the present study showed that the proposed strategy outperforms all of the compared methods in terms of objective function fitness and perceptual visual IQA metrics such as the Harr wavelet-based perceptual similarity index (HaarPSI), visual signal-to-noise ratio (VSNR), and information content weighted structural similarity index measure (IW-SSIM). …”
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Six-Dimensional Pose Estimation of Molecular Sieve Drying Package Based on Red Green Blue–Depth Camera by Yibing Chen, Songxiao Cao, Qixuan Wang, Zhipeng Xu, Tao Song, Qing Jiang

“…The results showed that the proposed method achieved a recognition rate of 99.02%, processing time of 2 s, pose error rate of 1.31%, and spatial position error of 3.278 mm, significantly outperforming the comparative methods. These findings demonstrated the effectiveness of the method in addressing the issue of accurate 6D pose estimation of molecular sieve drying bags, with potential for future applications to other complex-shaped objects.…”
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Pushing boundaries in the measurement of language attitudes: Enhancing research practices with the L’ART Research Assistant app by Florian Breit, Marco Tamburelli, Ianto Gruffydd, Lissander Brasca

“…Consequently, we argue that there is a need to move toward both the adoption of more consistent, comparable methods as well as toward a more holistic approach to measuring language attitudes, where a battery of tests — as opposed to a single measure — should become the norm. …”
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Scientific and Technical Texts: Translation Aspects in Electrical and Computer Engineering by Irina Suima

“…Research methods: theoretical study and analysis of literary sources on the problem of research; methods of linguistic analysis: descriptive and comparative methods, methods of classification and systematization. …”
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The Evolution of Dendritic Cell Immunotherapy against HIV-1 Infection: Improvements and Outlook by Hager Mohamed, Vandana Miller, Stephen R. Jennings, Brian Wigdahl, Fred C. Krebs

“…This review summarizes and compares methods and efficacies of a number of DC vaccine trials utilizing autologous dendritic cells loaded with HIV-1 antigens. …”
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A Robust Approach for Blur and Sharp Regions’ Detection Using Multisequential Deviated Patterns by Awais Khan, Ali Javed, Aun Irtaza, Muhammad Tariq Mahmood

“…Experimental results of qualitative and quantitative comparisons of the proposed method with ten comparative methods demonstrate the superiority of our method. …”
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‘You Choose No Time to Live and Die’: Dinmukhamed A. Kunayev and His Time by Ziyabek Y. Kabuldinov, Konstantin V. Cherepanov, Didar B. Kassymova

“…The article employs the historical-genetic and historical-comparative methods, addresses the concept of biographic approach and theory of ethnic mobilization to reconstruct some episodes of D. …”
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BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk. by Natalie R Davidson, Fan Zhang, Casey S Greene

“…In each experiment, BuDDI outperformed all other comparative methods and baselines. As more reference atlases are completed, BuDDI provides a path to combine these resources with bulk-profiled treatment or disease signatures to study perturbations, sex differences, or other factors at single-cell resolution.…”
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The status of a woman in the ancient world: features of marital and family relations in Ancient Athens by I. A. Lohvynenko, Ye. S. Lohvynenko

“…Systematic analysis, hermeneutic and normative comparative methods were used in the work on primary sources, primarily the legislation of Athens, which helped to describe in more detail the social status of women of that time. …”
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Cyber Threat Inference Focused on Threat Class Sequence With Threat Class Sequence System by Hyoungjun Kim, Jae-Yeol Kim, Kyung-Ho Lee

“…Various experimental results demonstrate the superiority of TCSS over comparable methods, achieving an impressive 98.73% post-connection attack detection rate. …”
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Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction by Xiang Yu, Daoyan Hu, Qiong Yao, Yu Fu, Yan Zhong, Jing Wang, Mei Tian, Hong Zhang

“…Results Our proposed method achieved the highest PSNR and SSIM scores among the compared methods, which improved PSNR by at least 6.2% compared to the other methods. …”
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ETHICS OF LIABILITY K.-O.APELY IN THE LANDSCAPES OF CONTRACTUALISM by Dmytro V. Usov

“…Apel’s view of counteractualism the author uses genealogical, hermeneutic and comparative methods that allow to reconstruct Apel’s philosophy as the ethics of global responsibility and solidarity of communicative interaction under the conditions of global environmental and social crisis and the urgent need of vital combination of social contract idea, fairness and responsibility. …”
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Relationship between serum lipid level and colorectal cancer: a systemic review and meta-analysis by Shuai Lu, Zhenpeng Yang, Huazhen Tang, Xibo Sun, Benqiang Rao

“…Nevertheless, the heterogeneity brought about by comparative methods, demographic differences and pathological differences between the research subjects limits the effectiveness of the overall pooled results.…”
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Application of metagenomic next-generation sequencing (mNGS) to describe the microbial characteristics of diabetic foot ulcers at a tertiary medical center in South China by Hongteng Xie, Zhaohong Chen, Guohua Wu, Pei Wei, Teng Gong, Shun Chen, Zhaorong Xu

“…In this study, we utilized a routine culture method and mNGS to analyze the same DFU wound samples and the results were compared. Methods Forty samples from patients with DFUs at a tertiary medical center in South China were collected, the microorganisms were identified with mNGS and routine culture method simultaneously. …”
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