Optimizing Kernel Extreme Learning Machine based on a Enhanced Adaptive Whale Optimization Algorithm for classification task. by ZeSheng Lin

“…However, traditional KELM algorithms have some problems when dealing with large-scale data, such as the need to adjust hyperparameters, poor interpretability, and low classification accuracy. To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). …”
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Temporal trends in mental health terminology in Alzheimer's disease clinical trials. by Amir-Ali Golrokhian-Sani, Maya Morcos, Alecco Philippi, Reem Al-Rawi, Marc Morcos, Rui Fu

“…A comparison between pre-pandemic and post-pandemic trials showed an increase in the mention of the same three words over time.<h4>Interpretation</h4>These results may suggest a growing awareness of mental health conditions and a greater interest in considering these conditions in Alzheimer's disease trials, particularly after the onset of COVID-19. …”
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Conceptualization of the concept of "business" in the process of teaching a foreign language in a non-linguistic university by Anna L. Morozova, Tat’yana A. Kostyukova

“…Proposed basic principles of designing of educational process of the subject: 1) study of the first semester of practice-oriented interpretation in order to fit the specifics of the concept; 2) dialogical process of practicebased communication in a second language in the study of the concept; 3) implementation of scientific-research work of students based on the application of the original literature. …”
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An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain by Zeynep Hilal Kilimci, A. Okay Akyuz, Mitat Uysal, Selim Akyokus, M. Ozan Uysal, Berna Atak Bulbul, Mehmet Ali Ekmis

“…This improved model is based on the analysis and interpretation of the historical data by using different forecasting methods which include time series analysis techniques, support vector regression algorithm, and deep learning models. …”
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Use of metabolites, metabolithotropic agents and nutritional supplements in sports and sports medicine: a modern view on the problem by I. F. Bielenichev, N. A. Gorchakova, E. Yu. Doroshenko, I. B. Samura, V. P. Ryzhenko, N. V. Bukhtiiarova

“…The authors carried out an independent search and selection of articles, assessment of the quality of the data, compliance of the presentation and interpretation with the main idea of the study, with the formation of the final list of references. …”
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O decidir e a justiça by Pérola Amaral Tiosso

“…Conclusão: tais críticas serão baseadas e fundamentadas nos estudos de Castanheira Neves, através de um estudo comparativo, chegando-se à conclusão da necessidade de uma interpretação jurídica que não seja alvo de instrumentalização autoritária pelo sujeito intérprete. …”
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Antihuman Immunodeficiency Virus Type 1 (HIV-1) Activity of Rare Earth Metal Complexes of 4-Hydroxycoumarins in Cell Culture

“…The spectra of the complexes were interpreted on the basis of comparison with the spectrum of the free ligands. …”
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Some features of geological structure of the Shikotan Island (Lesser Kuril Arc)—A view from 'Space' by Evgeny P Terekhov, Anatoly V Mozherovsky

“…Together with the Notoro Volcano, they mark the rim of an interpreted caldera of a paleovolcano, which could have been the main unknown source of tuffaceous material for the Mesozoic-Cenozoic deposits of the Matakotanskaya, Malokuril'skaya, and Zelenovskaya Suites. …”
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Gender-affirming hormone therapy: effects on cardiovascular risk and vascular function by Kirsty A McGinley, Angela K Lucas-Herald, Paul Connelly, Christian Delles

“…Conclusions: There is a paucity of research across non-traditional measures of CVD risk, which in combination with heterogeneous study design, loss of follow-up, low sample sizes and lack of diversity in age and ethnicity requires the results to be interpreted with caution. More evidence is required to elucidate the mechanisms behind the increased risk of CVD in the transgender population and determine whether GAHT is a contributing factor.…”
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Challenges in Designing Blended Learning: the Experience of the “Schools of Instructional Design” by E. A. Drugova, I. I. Zhuravleva, M. G. Aiusheeva

“…However, there are different interpretations of the concept and its status is not completely clear in the Russian regulatory environment. …”
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How Historical Sociology Can Be Taken and How Then It Should Be Practiced by D. Yu. Karasev

“…Second, the emergence of 'social history' in Europe under the influence of the Great War and the social sciences rejecting the idea of progress in its evolutionary and revolutionary interpretations. The essay provides a detailed investigation of the features of the 'new historical science' in comparison with its traditional counterpart, as well as exploring the similarities and differences between social history and historical sociology. …”
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Treadmill belt accelerations may not accurately replicate kinematic responses to tripping on an obstacle in older people. by Dayeon C Jung, Daina L Sturnieks, Kirsty A McDonald, Patrick Y H Song, Michael K Davis, Stephen R Lord, Yoshiro Okubo

“…Excluding the first recovery step in the lowering strategy, recovery step lengths, toe clearance, maximum trunk, hip and knee angles (P<0.05) were smaller during recovery on the treadmill compared to the walkway.<h4>Interpretation</h4>Destabilisation by treadmill belt accelerations quickly dissipated after only one recovery step but continued for multiple recovery steps following walkway trips. …”
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Tasks and Content of procedural Guidance of Pre-Trial Investigation of Criminal Offenses Committed by a Group of Persons by O. V. Pchelina

“…The author has carried out analysis of scientific approaches to the interpretation of the concept and meaning of the institution of procedural guidance of pre-trial investigation in general, as well as taking into account the specifics of criminal offenses committed by a group of persons. …”
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Geotouristic Coastal Itinerary in the South Coast of Paraíba (Northeast of Brazil) by Luciano Pereira, Arilde Alves

“…The existence of interpretative trails assigns a new function, now from the geotouristic point of view, to the itineraries, as they enrich the experience of tourists, to whom is given the opportunity of knowing the abiotic heritage and the cultural heritage from another perspective, apart from enhancing their environmental awareness. …”
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On the human nature (following in the steps of Belyaev) by A. L. Markel

“…In conclusion, it is shown that Belyaev’s interpretation of the biosocial nature of humans finds confirmation in modern studies by geneticists, sociologists and psychologists.…”
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The Concept of Nationhood and the Implementation of Hadith on Nationalism in the Salafi Perspective: A Critical Study of Contemporary Islamic Law by Suwarjin, Iim Fahimah, M. Aziz Zakiruddin, Bariah Safrut

“…The research uncovers diverse interpretations of nationhood and nationalism within the Salafi community. …”
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The experience of Italian student athletes enrolled in a dual career university program: the challenges of employability by Mattia Belluzzi, Alessia Ferraboli, Caterina Gozzoli, Chiara D’Angelo

“…Using a phenomenological-interpretive approach, semi-structured interviews and focus groups were conducted with participants. …”
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Exploration of the intermolecular interactions in polyethylene glycol 400 + alkyl methacrylate mixtures at ambient temperatures by means of thermophysical and spectroscopic methods by Anil Kumar Nain, Nidhi, Neha Chaudhary

“…The change in these parameters with composition and temperature has been interpreted and compared with each other to understand the interactions in these mixtures, and the PEG-alkyl methacrylate interactions follow the sequence: MMA > EMA. …”
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Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation by Zhao Li, Haobo Wang, Donghui Ding, Shichang Hu, Zhen Zhang, Weiwei Liu, Jianliang Gao, Zhiqiang Zhang, Ji Zhang

“…Furthermore, three interpretable interest-shifting operators are introduced. …”
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Rootlets Hierarchical Principal Component Analysis for Revealing Nested Dependencies in Hierarchical Data by Korey P. Wylie, Jason R. Tregellas

“…The algorithm constructs high-dimensional mergers using a single parameter, interpreted as a <i>p</i>-value. It decomposes a similarity matrix from GL(<i>m</i>, ℝ) using a sequence of rotations from SO(<i>k</i>), <i>k</i> << <i>m</i>. …”
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