Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance by Jose L. M. Perez, Roberto S. M. Barros, Silas G. T. C. Santos

“…However, the availability of labeled data without human expert intervention is a challenging task, especially in data stream learning with concept drifts, where data is generated rapidly, in real-time, with the possibility of changes in the data distribution. Concept drift occurs in supervised, semi-supervised and unsupervised learning environments, and is addressed through different approaches such as statistics, machine learning, among others. …”
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REVIEW OF THE EUROPEAN EXPERIENCE OF AIC DEVELOPMENT AND THE ROLE OF GREEN TECHNOLOGIES IN THE MODERNISATION OF THIS PROCESS by Іnna Honcharuk, Dina Tokarchuk

“…Studying the European experience of AIC development and the introduction of green technologies opens up opportunities for modernising the industry and increasing its efficiency in the face of global change. The purpose of the study is to examine the experience of European countries in the development of the AIC, to identify the main trends and to determine the place of green technologies in the modernisation of production. …”
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The Malayan Landscape Paintings by Sarena Abdullah, Yuen Beng Lee

“…This article explores the evolution of the representation of Malaysia in landscape paintings from the early 19th century to mid-20th century by examining selected works and discussing how these artistic renditions reflect the changes that were happening in Malaya, from the types of landscapes produced by British artist-officers to how the British government mooted the Malayan cultural strategy to gain public trust and confidence in their ability to combat insurgency. …”
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ITGA4 as a potential prognostic and immunotherapeutic biomarker in human cancer and its clinical significance in gastric cancer: an integrated analysis and validation by Jiaxing Zhang, Jiaxing Zhang, Gang Wang, Jie Liu, Futian Tang, Song Wang, Yumin Li, Yumin Li

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A novel model-based meta-analysis to indirectly estimate the comparative efficacy of two medications: an example using DPP-4 inhibitors, sitagliptin and linagliptin, in treatment o... by Yan Gong, James Rogers, Christian Friedrich, Sanjay Patel, Alexander Staab, Jorge Luiz Gross, Daniel Polhamus, William Gillespie, Brigitta Ursula Monz, Silke Retlich

“…Comparison of two oral dipeptidyl peptidase (DPP)-4 inhibitors, sitagliptin and linagliptin, for type 2 diabetes mellitus (T2DM) treatment was used as an example.Design Systematic review with MBMA.Data sources MEDLINE, EMBASE, http://www.ClinicalTrials.gov, Cochrane review of DPP-4 inhibitors for T2DM, sitagliptin trials on Food and Drug Administration website to December 2011 and linagliptin data from the manufacturer.Eligibility criteria for selecting studies Double-blind, randomised controlled clinical trials, ≥12 weeks’ duration, that analysed sitagliptin or linagliptin efficacies as changes in glycated haemoglobin (HbA1c) levels, in adults with T2DM and HbA1c >7%, irrespective of background medication.Model development and application A Bayesian model was fitted (Markov Chain Monte Carlo method). …”
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Construction and evaluation of a prognostic model for cervical cancer based on dynamic hematological and clinical features by Huangrong Ma, Lingyu Ma, Li Yang, Miaoying Cai, Yifu Wang, Yue Li, Chunyu Liang, Zhiyuan Xu

“…The prognostic significance of dynamic changes in blood and inflammatory markers has been confirmed. …”
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The Malayan Landscape Paintings by Sarena Abdullah, Yuen Beng Lee

“…This article explores the evolution of the representation of Malaysia in landscape paintings from the early 19th century to mid-20th century by examining selected works and discussing how these artistic renditions reflect the changes that were happening in Malaya, from the types of landscapes produced by British artist-officers to how the British government mooted the Malayan cultural strategy to gain public trust and confidence in their ability to combat insurgency. …”
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From Peril to Protection: an evaluation of regulations impacting eScooter injuries by Leslie M Kobayashi, Todd W Costantini, Jay J Doucet, Jarrett E Santorelli, Laura N Haines, Kendra M Black

“…This demonstrates the importance of advocacy efforts in response to changes in injury patterns and mechanisms of injury. …”
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Analisis Perbaikan dan Pemodelan Proses Bisnis Menggunakan Business Process Improvement Pada Sistem Manajemen Budidaya Buah Agrowing by Addini Yusmar, Yani Nurhadryani, Irman Hermadi

“…Furthermore, the ever-increasing complexity of agricultural business processes necessitates business process changes. This study aims to improve business processes by analyzing the improvement and modeling of business processes of fruit cultivation management systems. …”
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Unveiling Hidden Aspects of Intermediary Organizations in Innovation: A Systematic Review through the Lens of Industry Taxonomy by Mostafa Mohseni kiasari, ‌Javad Soltanzadeh, Amirhossein Azizi Hasanabadi, Hamed Talebi

“…Results The results of the analysis showed four main themes: (1) the functions of intermediary organizations in convergence with the macro trends of changes and new technological developments; (2) their functions at various levels of innovation systems, (3) mediating organizations as actors for managing knowledge-based industries, and (4) their functions in different industries are presented.   …”
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Preparation of doped spinel LiMn2O4 cathode using α-MnO2 for high-performance Li-ion batteries by Jean Pierre Mwizerwa, Khuram Usman, Sefiu Abolaji Rasaki, Pamphile Ndagijimana

“…Its activity is also irreversible due to Mn dissolution, Jahn–Teller distortion, and phase changes that normally occur within its crystal lattice. …”
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Perancangan Aplikasi Computer based Test (CBT) Psikotes Berbasis Website by Sistha Putri Hemawati, Hanna Prillysca Chernovita

“…The benefit of this research is to assist in the management of exams and overcome risks by changing the exam system from a manual exam system to a Computer Based Test (CBT) system. …”
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Heavy metal contamination in freshwater habitats impairs the growth and reproductive health of wild spotted snakehead Channa punctata (Channidae) in Bangladesh by Imran Parvez, Sharmin Ahmed, Nazifa Tasnim, Rubaiya Pervin, Md Ashraful Alam, Md Nasir Khan, Yeasmin Ara, Harunur Rashid, Siriporn Pradit

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Green synthesis of magnetic type Zeolites 4A as catalyst for the elimination of quinoline yellow by the Fenton process: Optimization and kinetic investigation by Roland Urselin Noumsi Foko, Cyrille Ghislain Fotsop, Donald Raoul Tchuifon Tchuifon, Charles Banenzoué, Anatole Guy Blaise Azebaze

“…XRD, FTIR, SEM, EDX, NMR-MAS and TGA-DSC characterizations show that Zeo-4A is crystalline with cubic morphology, while Zeo-4A@Fe3O4 exhibits a bonding interaction between zeolite and Fe3O4 nanoparticle leading to morphological structural changes. The degradation of quinoline yellow by heterogeneous Fenton process was carried out by varying several parameters, namely solution pH (3–7), H2O2 concentration (0.5–1.5 mol/L), quinoline yellow concentration (50–100 mg/L), and catalyst mass (50–100 mg). …”
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Korean patients with hereditary cancer: a prospective multicentre cohort study protocol exploring psychosocial and health outcomes by Boyoung Park, Sun-young Kong, Dongju Won, Jong Eun Park, Jun-Kyu Kim, Mi-Ae Jang, Jung-Sook Ha, Kyoung-Bo Kim

“…This study evaluates changes in participant quality of life (QoL), unmet needs and mental health over time based on their genetic variant status.Methods and analysis This prospective cohort study will recruit 1435 patients with suspected hereditary cancer who have undergone BRCA1/2 or next-generation sequencing (NGS) testing. …”
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Efficacy of drugs most commonly prescribed at functional gastrointestinal diseases (functional dyspepsia syndrome and irritable bowel syndrome) observational study results by V. T. Ivashkin, Ye. A. Poluektova, D. V. Reykhart, O. S. Shifrin, A. G. Beniashvili, O. S. Lyashenko, A. V. Belostotsky

“…After primary investigation 108 patients were excluded from the study due to diagnosis change. Primary documentation data of 11 patients were unsuitable for statistical processing. …”
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Blood and Iron: The Rise and Fall of the German Empire 1871 – 1918 by Arzu Melek Ozgumus

“…In other words, while she underlines the top-down nature of policies and transformation of German nation, she also gives hints about how inevitable this change was by focusing on the industrial and economic dynamics of the time. …”
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Impacts of plant root traits and microbial functional attributes on soil respiration components in the desert-oasis ecotone by Jinlong Wang, Jinlong Wang, Jinlong Wang, Guanghui Lv, Guanghui Lv, Guanghui Lv, Jianjun Yang, Jianjun Yang, Jianjun Yang, Xuemin He, Xuemin He, Xuemin He, Hengfang Wang, Hengfang Wang, Hengfang Wang, Wenjing Li, Wenjing Li, Wenjing Li

“…Collectively, these findings suggest that a trait-based approach holds great promise in more effectively revealing the response mechanisms of Rs composition to environmental changes, thereby offering novel vistas for future investigations into carbon cycling in terrestrial soils.…”
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Incidence of type 2 diabetes and metabolic syndrome by Occupation – 10-Year follow-up of the Gutenberg Health Study by Juliane Bauer, Janice Hegewald, Karin Rossnagel, Sylvia Jankowiak, Michaela Prigge, Julian Chalabi, Matthias Nübling, Alice Freiberg, Merle Riechmann-Wolf, Pavel Dietz, Philipp S. Wild, Thomas Koeck, Manfred E. Beutel, Norbert Pfeiffer, Karl J. Lackner, Thomas Münzel, Konstantin Strauch, Philipp Lurz, Oliver Tüscher, Julia Weinmann-Menke, Stavros Konstantinides, Andreas Seidler

“…Abstract Background In view of demographic change, rising retirement age, and a growing shortage of skilled workers, it is increasingly important to prevent widespread diseases such as type 2 diabetes or its risk factor metabolic syndrome. …”
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Loss of MEF2C function by enhancer mutation leads to neuronal mitochondria dysfunction and motor deficits in mice by Ali Yousefian-Jazi, Suhyun Kim, Jiyeon Chu, Seung-Hye Choi, Phuong Thi Thanh Nguyen, Uiyeol Park, Min-gyeong Kim, Hongik Hwang, Kyungeun Lee, Yeyun Kim, Seung Jae Hyeon, Hyewhon Rhim, Hannah L. Ryu, Grewo Lim, Thor D. Stein, Kayeong Lim, Hoon Ryu, Junghee Lee

“…Neuropathological alterations of MEF2C-KD mice with mitochondrial dysfunction and motor neuronal damage were observed by confocal microscopy and transmission electron microscope (TEM). Behavioral changes of mice were examined through longitudinal study by tail suspension, inverted grid test and automated gait analysis. …”
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