Efficient Fault Diagnosis of Elevator Cabin Door Drives Using Machine Learning with Data Reduction for Reliable Transmission by Jakub Gęca, Dariusz Czerwiński, Bartosz Drzymała, Krzysztof Kolano

“…Finally, the developed data preparation method was implemented in the cabin door drive controller.…”
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Continuing professional development in teachers: insights for designing a formative trajectory in scientific education by Cristian Merino, Gabriela Pacheco, Andoni Arenas-Martija, Andoni Arenas-Martija, Rukmini Becerra, Jaime Solís-Pinilla

“…It is concluded that implementing a CPD program focused on scientific and socially relevant topics requires a strategic combination of pedagogical innovation, expert collaboration, technological integration, and research orientation. …”
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以不正方法取得營業秘密之未遂犯 ──美國法著手犯的借鏡 Criminal Attempt of Improperly Acquiring Trade Secrets Under the Trade Secret Act ―A Lesson from the Concept of “Attempt” Under the United States... by 陳秉訓 Ping-Hsun Chen

“…Such knowledge may be inferred from circumstances showing that the owner has implemented reasonable measures to protect its trade secrets. …”
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Genomic surveillance of SARS-CoV-2 in Taiwan: A perspective on evolutionary data interpretation and sequencing issues by Yu-Nong Gong, Nai-Yu Kuo, Ting-Syuan Yeh, Shin-Ru Shih, Guang-Wu Chen

“…We underscored the far-reaching implications of genomic surveillance data for public health policy, particularly in influencing decisions regarding travel restrictions, vaccine administration, and public health decision-making. Studies were examined to demonstrate the effectiveness of using genomic data to implement public health measures. …”
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Secure and trusted sharing mechanism of private data for Internet of Things by Mengyuan Li, Shaoyong Guo, Wenjing Li, Ao Xiong, Xiaoming Zhou, Jun Qi, Feng Qi, Dong Wang, Da Li

“…Still, there are challenges to implementing encrypted data search in this context. This paper proposes a novel searchable attribute cryptographic access control mechanism that facilitates trusted cloud data sharing. …”
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Neuromorphic devices assisted by machine learning algorithms by Ziwei Huo, Qijun Sun, Jinran Yu, Yichen Wei, Yifei Wang, Jeong Ho Cho, Zhong Lin Wang

“…Neuromorphic computing extends beyond sequential processing modalities and outperforms traditional von Neumann architectures in implementing more complicated tasks, e.g., pattern processing, image recognition, and decision making. …”
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The prognostic and predictive value of peripheral immune-related proteins in patients with lung cancer treated with radiotherapy by Shaowen Lyu, Rianne D. W. Vaes, Iris E. W. G. Laven, Francesco Cortiula, Francesco Cortiula, Lizza E. L. Hendriks, Marc A. Vooijs, Dirk K. M. De Ruysscher

“…To date, there are still some barriers before these promising findings can be implemented in regular clinical practice. Practical points to achieve this goal are also addressed in this review.…”
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Intracortical microstimulation of human somatosensory cortex induces natural perceptual biases by Charles M. Greenspon, Natalya D. Shelchkova, Taylor G. Hobbs, Sliman J. Bensmaia, Robert A. Gaunt

“…Time-order error, a psychophysical phenomenon in which the duration in between successive stimuli alters perception, has been studied for decades by neuroscientists and psychologists. …”
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Optimizing Energy Consumption for vRAN Placement in O-RAN Systems With Flexible Transport Networks by William T. Pires-JR, Gabriel M. Almeida, Sand L. Correa, Cristiano B. Both, Leizer L. Pinto, Kleber V. Cardoso

“…Although this issue has been addressed in the literature, previous works oversimplify routing decisions, overlook the benefits of flexible split choices, or neglect the energy consumption of the transport network. Additionally, most studies employing optimal solutions exhibit very limited scalability due to their high computational time. …”
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Robust power management capabilities of integrated energy systems in the smart distribution network including linear and non-linear loads by Kai Jin, Hamed Banizaman, Sina Samadi Gharehveran, Mohammad Reza Jokar, Alireza Mohammadi Amidi, Jianyong Yu, Hayder Oleiwi Shami

“…Furthermore, if the distribution substation power factor is maintained at or above 0.9, the worst-case implemented design may enhance the network’s energy losses, voltage profile, and harmonic status by 8.2%, 43.5%, and 51.2%, respectively, as compared to load flow studies.…”
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Genomic selection: Essence, applications, and prospects by Diana M. Escamilla, Dongdong Li, Karlene L. Negus, Kiara L. Kappelmann, Aaron Kusmec, Adam E. Vanous, Patrick S. Schnable, Xianran Li, Jianming Yu

“…The increased capacity of GS to evaluate more individuals, in combination with shorter breeding cycle times, has led to wide adoption in plant breeding. Research studies have been conducted to implement GS with different emphases in crop‐ and trait‐specific applications, prediction models, design of training populations, and identifying factors influencing prediction accuracy. …”
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Advancing Mammographic Screening Among Underserved Groups: A Systematic Review and Meta-Analysis of Intervention Strategies to Increase Breast Cancer Screening Uptake by Allegra Ferrari, Allegra Ferrari, Deborah Jael Herrera, Wessel Van De Veerdonk, Wessel Van De Veerdonk, Wendy D’haenens, Andrea Ruiz Alejos, Nigus Bililign Yimer, Sheila Orwa, Liesbet Van Bos, Sarah Talboom, Lilu Ding, Lilu Ding, Mathieu Goossens, Guido Van Hal, Guido Van Hal

“…ObjectivesBreast cancer (BC) is a leading cause of cancer related disability and mortality. Despite efforts to implement mammography screening programs, uptake rates vary widely due to socioeconomic factors and accessibility challenges. …”
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Addressing barriers to sustainable academic-community partnerships through Community Health Grants by Stacey M. Gomes, Monica J. Mitchell, Teresa Smith, Eric Rademacher, Sharon Watkins, Lori E. Crosby, Farrah M. Jacquez

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Working Element of a Horizontal Conveyor Type for Grass Raking by P. A. Eremin, V. V. Mikheev, A. Kh. Tekushev, M. Yu. Kostenko, V. P. Eremin

“…The working element design was implemented using the Solid Works CAD system using standard finite element programs.Results and discussion The authors have studied the main element of the original structure – the working element in the form of an endless narrow V-belt with its brackets housing spring-based rakes. …”
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MUSLIM POLE OF THE WORLD ECONOMY AND THE GENIE OF GLOBALIZATION by L. L. Fituni, I. O. Abramova

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About Takhcheia in the letter of commendation to Yakov and Grigory Stroganov dated may 30, 1574. by Korchagin P.A., Samigulov G.Kh

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Interactions between non-physician clinicians and industry: a systematic review. by Quinn Grundy, Lisa Bero, Ruth Malone

“…Industry relations policy should address all disciplines and be implemented consistently in order to mitigate conflicts of interest and address such interactions' potential to affect patient care. …”
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An Eco-Friendly, Interference, and Solvent Free Surfactant-Assisted Dual-Wavelength β-CorrectionSpectrometric Method for Total Determination and Speciation of Cu2+ Ions in Water by Hassan Alwael, Doaa S. Al-Raimi, Khairia M. Al-Ahmary, Hany A. Nasef, Amal S. Alharthi, Tharawat N. Abduljabbar, Liyakat H. Mujawar, Ekram Y. Danish, Mohammad T. Soomro, Mohammad S. El-Shahawi

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Current Status of Hilsa (Tenualosa ilisha) Fisheries in Bangladesh and Implications for Future Research and Development by Md. Mehedi Alam, Mohammad Mahfujul Haque, Morena Santi, Md. Asadur Rahman, Neaz A. Hasan, Balaram Mahalder

“…Although recent molecular studies have mapped the complete genome of hilsa, there remains a lack of comprehensive knowledge on its biology, ecology, conservation and life cycle—the key areas for sustainable catches and domestication. …”
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Recent Developments on Biomineralization for Erosion Control by Shan Liu, Changrui Dong, Yongqiang Zhu, Zichun Wang, Yujie Li, Guohui Feng

“…Sanya’s studies highlighted seawater-compatible MICP solutions, achieving maximum 1743 kPa penetration resistance in the atmospheric zone and layered “M-shaped” CaCO₃ precipitation in tidal regions. (3) Experimental studies revealed that MICP treatments (2–4 cycles) reduced maximum scour depth by 84–100% under unidirectional currents (0.3 m/s) with the maximum surface CaCO₃ content reaching 3.8%. (4) Numerical simulations revealed MICP enhanced seabed stability by increasing vertical effective stress and reducing pore pressure. …”
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