A Fair Group Recommendation System Based on Members and Leader Influences by Mostafa Sabzekar, Bentolhoda Moazeni

“…In the evaluation section of assigned rankings, the accuracy of the proposed method was close to 100% in all cases, reporting an average improvement of 5% compared to the compared methods. In the recommendation evaluation section, well-known criteria such as nDCG, group satisfaction, and fairness were used, where the proposed method showed an average improvement of 41%, 35%, and 38%, respectively, considering the number of diverse recommendations in each of the mentioned criteria on average.…”
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METAPHISICAL BACKGROUND OF TECHNOLOGY by D. Y. Snitko

“…Methodology of this work consists of such intellectual approaches as the phenomenological, hermeneutic and comparative methods. Originality. The originality of the article is in the clear question about the metaphysical preconditions of technology, firstly made in the national literature. …”
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Public administration risks in the migration sphere in the context of digital transformation by V. Yu. Ledeneva, A. Kh. Rakhmonov

“…The study used systematic and comparative methods, content analysis of print and electronic media, analysis of scientific sources, which made it possible to study digital technologies as an object of state management of migration processes. …”
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COVID-Subsidiarity as A New Political Phenomenon by S. P. Arteev

“…The article employs the concept of megatrends and comparative methods to answer this question. The results show that extraordinary powers have been redistributed worldwide from the national to the subnational level. …”
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PTF-SimCM: A Simple Contrastive Model with Polysemous Text Fusion for Visual Similarity Metric by Xinpan Yuan, Xinxin Mao, Wei Xia, Zhiqi Zhang, Shaojun Xie, Chengyuan Zhang

“…Experimental results on MSCOCO, Flickr 30k, and Pascal Sentence datasets show that our model overall outperforms all the compared methods in this work, which illustrates that the model can effectively address the issues faced and enhance the performances on unsupervised visual similarity measuring relatively.…”
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Semantic difficulties of the English aerospace terminological system by Irina Suima

“…Research Methods: methods of linguistic analysis, descriptive and comparative methods, methods of classification and systematization. …”
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Machines’ Intelligent Fault Diagnosis Based on Hierarchical Refined Composite Generalized Multiscale Fluctuation Dispersion Entropy by Biwen Chen, Changsheng Chen, Zhenlai Ma, Guoping Li, Yi Zhang, Baoyue Li

“…Results confirm the method’s capability to effectively determine the fault states of bearings, gearboxes, and centrifugal pumps, showcasing significant advantages over comparative methods.…”
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Promotion of tourist potentials, traffic and investments as the basis of the economic development of Vranjska Banja by Novović Milan, Lukić Aleksandar, Ostojić Bojana, Pećić Milutin

“…Qualitative, descriptive, statistical and comparative methods were used in the research. The results show that adequate valorization and promotion of tourist attractions and greater investments in tourism and hospitality activities would lead to faster development of tourism in this area, which would have positive effects on the local economy. …”
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Development of Micellar HPLC-UV Method for Determination of Pharmaceuticals in Water Samples by Danielle Cristina da Silva, Cláudio Celestino Oliveira

“…Recoveries of 99% were obtained, and the results are in agreement with those obtained by the comparative methods.…”
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A Comprehensive Methodological Review of Major Developments in Bioinformatics Pipelines for Transcriptomic Data Analysis by Awais ALi, Syed Luqman Ali, Abdelkarem Omneya

“…While many computational tools exist for analyzing large RNA-Seq datasets, there is still a need to thoroughly compare methods used to separate mixed cell populations (deconvolution). …”
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COMPOUND ENGLISH ANATOMICAL TERMS AND THEIR LATIN EQUIVALENTS IN THE TEXTBOOK HUMAN ANATOMY (VOL. I) by Nijolė Litevkienė

“…One of the terminologies of the fields of medical science is analysed using descriptive and comparative methods. A descriptive-analytical method was employed to perform quantitative and qualitative (of specific configurations) analyses.…”
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Islamic Movement In Malaysia: History And Tradition by Ahmad Nabil Amir, Tasnim Abdul Rahman

“…The qualitative methodology used in this study focuses on content analysis and library research.The data was gathered by primary and secondary sources of document analysis, and it was technically analyzed utilizing interpretative, descriptive, historical, and comparative methods. The finding shows that the movement has brought fundamental reform by introducing the principle values and ideals of Islam and its underlying doctrine of tawhid and unity and projecting the idea of Islamization. …”
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In vitro evaluation of the physical characteristics and push-out bond strength of new experimental nano-MTA by Nada Omar, Yousra Aly, Haidy N. Salem

“…The setting time, pH change, calcium ions release, microhardness and push-out bond strength were compared. Methods In this in vitro experimental study, comparison was done between: one commercial perforation repair material MTA Angelus and experimental Nano-MTA. …”
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Deep learning vulnerability detection method based on optimized inter-procedural semantics of programs by Yan LI, Weizhong QIANG, Zhen LI, Deqing ZOU, Hai JIN

“…In recent years, software vulnerabilities have been causing a multitude of security incidents, and the early discovery and patching of vulnerabilities can effectively reduce losses.Traditional rule-based vulnerability detection methods, relying upon rules defined by experts, suffer from a high false negative rate.Deep learning-based methods have the capability to automatically learn potential features of vulnerable programs.However, as software complexity increases, the precision of these methods decreases.On one hand, current methods mostly operate at the function level, thus unable to handle inter-procedural vulnerability samples.On the other hand, models such as BGRU and BLSTM exhibit performance degradation when confronted with long input sequences, and are not adept at capturing long-term dependencies in program statements.To address the aforementioned issues, the existing program slicing method has been optimized, enabling a comprehensive contextual analysis of vulnerabilities triggered across functions through the combination of intra-procedural and inter-procedural slicing.This facilitated the capture of the complete causal relationship of vulnerability triggers.Furthermore, a vulnerability detection task was conducted using a Transformer neural network architecture equipped with a multi-head attention mechanism.This architecture collectively focused on information from different representation subspaces, allowing for the extraction of deep features from nodes.Unlike recurrent neural networks, this approach resolved the issue of information decay and effectively learned the syntax and semantic information of the source program.Experimental results demonstrate that this method achieves an F1 score of 73.4% on a real software dataset.Compared to the comparative methods, it shows an improvement of 13.6% to 40.8%.Furthermore, it successfully detects several vulnerabilities in open-source software, confirming its effectiveness and applicability.…”
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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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