A Video-Based Cognitive Emotion Recognition Method Using an Active Learning Algorithm Based on Complexity and Uncertainty by Hongduo Wu, Dong Zhou, Ziyue Guo, Zicheng Song, Yu Li, Xingzheng Wei, Qidi Zhou

“…Video-based Facial Expression Recognition (FER) has received increasing attention from the relevant scholars in recent years. However, due to the high cost of marking and training video samples, feature extraction is inefficient and ineffective, which leads to a low accuracy and poor real-time performance. …”
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An Analysis of Factors Contributing to Cost Overruns in the Global Construction Industry by Ahmed Mohammed Abdelalim, Maram Salem, Mohamed Salem, Manal Al-Adwani, Mohamed Tantawy

“…After reviewing 405 scholarly works, the research mapped and analyzed 66 interconnected cost overrun factors in 69 high-impact studies between 2000 and 2024. …”
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Evaluating the synergy: anxiety prevalence and alcohol consumption patterns in high-income countries using Granger causality analysis by Binguni Senarathne, Dinithi Palliyaguru, Anne Oshini, Janudi Gamage, Ruwan Jayathilaka, Lochana Rajamanthri, Colinie Wickramarachchi

“…Conclusion The inference made from the study’s results goes beyond scholarly curiosity; it establishes the foundation for further investigations and the development of customised policies aimed at reducing the mutually reinforcing dangers of alcohol consumption and anxiety disorders.…”
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Evolution in optical molecular imaging techniques guided nerve imaging from 2009 to 2023: a bibliometric and visualization analysis by Wenkai Liang, Yan Liu, Erlong Jia, Xiaofeng Yang, Shufeng Han, Jinzheng Wei, Jinzheng Wei, Wei Zhao

“…It will provide a valuable reference for relevant scholars.…”
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The Role of Mathematics and Science Education in the Adult Offender Rehabilitation Process by Siphelele Mbatha, Halalisani Mngomezulu, Nonhlanhla Nduku, Onelisa Mbathu

“…The study will further aid in disseminating the unique role of offender mathematics and science education, particularly for scholars and policymakers whose focus is on offender rehabilitation in the democratic dispensation.…”
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Water-Matching CAM: A Novel Class Activation Map for Weakly-Supervised Semantic Segmentation of Water in SAR Images by Kai Wang, Zhongle Ren, Biao Hou, Feng Sha, Zhiyang Wang, Weibin Li, Licheng Jiao

“…Recently, semantic segmentation of water in synthetic aperture radar (SAR) images has attracted the attention of more and more scholars. However, existing methods usually require many accurate manually labeled pixel-level water annotations of SAR images, which leads to the problem that they are often time-consuming and costly. …”
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Unveiling the role of knowledge management effectiveness in university's performance through administrative departments’ innovation by Abu Elnasr E. Sobaih, Hassane Gharbi, Mohamed A. Ben Abdallah, Osama H. Mahmoud Hassan

“…Various implications are then discussed for scholars and university administrators.…”
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The Intersection of Quranic Studies and Modern Technology: A Bibliometric Analysis of Academic Publications from 2000 to 2024 by Andri Nirwana AN, Mahmudulhassan Mahmudulhassan, Mohamad Ali, Muthoifin Muthoifin, Waston Waston, Abdul Rahman Bin S. Senathirajah

“… The study aims to examine patterns, subjects, and developments in scholarly works concerning Quranic studies and contemporary technology between the years 2000 and 2024. …”
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Analysis on the Difference of Energy Evolution in the Process of Energy Storage Failure of Strong Coal Rush Rock Samples under Different Adaptive Modification Regulation Measures by Fangfang Zhang

“…Current energy to “release” after accumulating + first for the mechanism of rock bursts occurred in analysis of the strategy is accepted by many scholars, based on the existing means of prevention and control of percussive ground pressure, from the angle of the prevention and control of design of the mechanism of impact ground pressure energy regulation, namely, “weakened after the first release +” softened water injection measures and “lead after the first release +” drilling pressure relief measures, for the study of mining under the action of a strong shock tendentiousness rock energy regulatory mechanism; based on rock mechanics experiment, the analysis under different modification measures should be variant energy storage mechanisms of induced damage evolution of rock energy. …”
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Voices in the Forest: Unraveling REDD+ Discourse and Narratives in the Bale Eco-region, Ethiopia by Aklilu Bekele Chorito, Engdawork Assefa

“…Opponents primarily include the private sector, civil society networks, scholars, indigenous communities and small-scale farmers, express concerns about the potential negative impacts of REDD+, including on land tenure, cultural disruption, and increased inequality. …”
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Resilience of Civiliarchic Democracy in the Face of Challenges and Gaps in European Integration: The Political Dimension of the Index of Civiliarchy by Ashot Aleksanyan, Arusyak Aleksanyan

“…Theoretical and practical insight into the concept of civiliarchic democracy and its resiliency in light of the democratization literature is the main contribution of the study. Policy and scholarly implications of the findings in support of improving democratic institutions and further inclusive European integration in the EaP region are suggested. …”
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Tracing Eponymous Word Combinations in Education and Pedagogy by Vera Budykina, Oksana Polyakova

“…Currently, there is a significant focus on the exploration and classification of eponymous terminology across a range of fields of study. Scholars are particularly interested in the term’s foundation, theoretical underpinnings, and the lexicographic aspects of its application across various domains. …”
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Intertextuality in Selected Narrative Poems of Adébáyọ̀ Fálétí by Arinpe Adejumo, Adefemi Akinseloyin

“…Notable among such are Olatunji (1982a; 1982b; 1982c), Ogunsina (1991), Ìṣọ̀lá (1998) and Adebowale (1999). These scholars have examined the issues of form, style and theme in Fálétí’s poetry. …”
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Relationship between Degree of Exercise Participation and Active Aging among Older Adults by Yung-Tzung Chang, Chen-Wei Yu, Cheng-Min Chao, Rueg-Juen Chen

“…Government departments and scholars have focused on promoting health care for older adults in response to population aging and the annual increase in the number of older adults. …”
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The Bronze Age Site of Tarangul (Aktobe Cis-Urals): Examining One Casting Mo by Darkhan A. Baitileu, Albina Ye. Yerzhanova, Ilaria Calgaro

“…The article seeks to describe and analyze the Bronze Age mold from Tarangul located in the Aktobe Cis-Urals, introduce into scholarly circulation some newly obtained scientific data. …”
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Patrons and clients. The specificity of female clientelism in the Polish-Lithuanian Commonwealth at the turn of the seventeenth century. Research postulates. by Bożena Popiołek

“…The vast majority of scholars focus mainly on male patron-client relations. …”
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Examination and Search of a Defense attorney’s Vehicle by A. О. Shapoval

“…Such guarantees include: a limited number of officials who may initiate an examination or search of a defense attorney’s vehicle; additional requirements to the content of the decision on permission to conduct examination or search of a defense attorney’s vehicle; the need to involve a representative of the Bar Council of the region while conducting examination or search of the defense attorney’s vehicle; the need to maintain legal secrecy. The views of scholars on the procedure of conducting examination and search of a defense attorney’s vehicle have been analyzed. …”
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Imperfect bipolarity: The ‘third power’ factor in Soviet-American relations in the nuclear field (1958–1968) by V. А. Veselov

“…In conclusion, the author focuses on yet another important lesson from the Cold War: the experience of arms control negotiations during that period suggests that the meetings of politicians should be preceded by joint brainstorming sessions with scholars from interested countries. In the current situation, representatives of the academic community should take the lead so that by the time the political climate eventually changes, there would already be coherent and viable options for nuclear arms control adapted to new realities.…”
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Compensation for moral damages for violation of police officer’s personal non-property rights: problems of law enforcement by S. O. Popova

“…To support the positions of national scholars, the author proposes to create a separate regulatory act which would provide guarantees for the protection of personal non-property rights of law enforcement officers and establish a balance between the observance of freedom of expression in the media regarding police activities and the observance of the rights of law enforcement officers in the performance of their official duties.…”
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SURVIVING HUMANITARIAN CRISIS IN NIGERIA: COPING STRATEGIES OF INTERNALLY DISPLACED PERSONS (IDP) IN BENUE STATE, NORTHCENTRAL, NIGERIA by ISAAC OLAWALE ALBERT, JOEL ABAH

“…Secondary sources include published scholarly works. Collected data were qualitatively analysed, using descriptive statistics. …”
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