Concurrent Learning of Control Policy and Unknown Safety Specifications in Reinforcement Learning by Lunet Yifru, Ali Baheri

“…Initializing with a parametric signal temporal logic (pSTL) safety specification and a small initial labeled dataset, we frame the problem as a bilevel optimization task, intricately integrating constrained policy optimization, using a Lagrangian-variant of the twin delayed deep deterministic policy gradient (TD3) algorithm, with Bayesian optimization for optimizing parameters for the given pSTL safety specification. …”
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Decade-Long Changes in Disparity and Distribution of Transit Opportunity in Shenzhen China: A Transportation Equity Perspective by Qingfeng Zhou, Donghui Dai, Yaowu Wang, Jianshuang Fan

“…However, the scope and time frame of the assessment target are also critical. …”
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Title not available by Diego I. Álvarez-López, Angélica Hernández-Guerrero, Francisco Freyria-Sutcliffe, Juan M. Hernández-Aguilar, Nancy Reynoso-Noverón

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A model for developing dependable systems using a component‐based software development approach (MDDS‐CBSD) by Hasan Kahtan, Mansoor Abdulhak, Ahmad Salah Al‐Ahmad, Yehia Ibrahim Alzoubi

“…The best‐practice method was used to frame the CBSD architecture phases and processes, as well as embed the six dependability attributes. …”
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Safety Assessment of Ship Collision with Piers under the Protection of Anti-Collision Floating Box Based on BIM Technology by Ying-hao Chen, Cheng Liu, Xue-feng Zhao, Fa-xiong Li

“…After realizing the parameter adjustment of the BIM model, the visual parameter adjustment can be realized without destroying the boundary conditions, load conditions, and meshing. Taking a rigid frame bridge as an example, the most disadvantage position of the bridge pier under ship collision is determined by the parameterization method. …”
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Improvement of Concrete Construction Work Performance Through Employment of Lean Logistics Principles by Zuzana Strukova, Maria Kozlovska, Alena Tazikova

“…In the case studies, the logistics of the concrete construction work during the implementation of concrete frame structures of residential building projects is analyzed. …”
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Position Determination for Dynamic Scenes With Unsynchronized Image Sequences by Kai Guo, Rui Cao, Chenyang Yue, Xin Zhou, Boyu Liu

“…This means using two completely independent cameras to capture dynamic scenes, our method can achieve determination under only ‘see’ and has nothing to do with other conditions (e.g., synchronization, frame rate). Compared to several SOTA (state-of-the-art) solvers, the experimental results show our proposed method performs robustly and high precisely.…”
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Task shifting healthcare services in the post-COVID world: A scoping review. by Shukanto Das, Liz Grant, Genevie Fernandes

“…We analysed data thematically and utilised the WHO health systems framework and emergent themes to frame findings. We uncovered instances of TS in countries across all income levels. 63% (n = 22) of the articles discussed the impact of TS on healthcare services. …”
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Detection of weeds in vegetables using image classification neural networks and image processing by Huiping Jin, Kang Han, Kang Han, Hongting Xia, Bo Xu, Xiaojun Jin

“…Among these models, the ResNet model exhibited the highest computational efficiency, with a classification time of 12.76 ms per image and a corresponding frame rate of 80.31 fps, satisfying the requirement for real-time weed detection. …”
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Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7 by Fuchun Sun, Qiurong Lv, Yuechao Bian, Renwei He, Dong Lv, Leina Gao, Haorong Wu, Xiaoxiao Li

“…The experimental results indicate that, compared to the original YOLOv7 model, the YOLOv7-MCSF model achieves a 26.9% reduction in weight, an increase in frame rate of 21.57 f/s, and improvements in precision, recall, and mAP of 2.4%, 1.8%, and 3.5%, respectively. …”
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Exploring RNA-Seq Data Analysis Through Visualization Techniques and Tools: A Systematic Review of Opportunities and Limitations for Clinical Applications by Farhana Manzoor, Cyruss A. Tsurgeon, Vibhuti Gupta

“…This review aims to outline the current state-of-the-art data visualization techniques and tools commonly used to frame clinical inferences from RNA-seq data and point out their benefits, applications, and limitations. …”
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OWNERSHIP STRUCTURE AND ENVIRONMENTAL DISCLOSURE PRACTICES: EVIDENCE FROM LISTED NIGERIAN INDUSTRIAL GOODS FIRMS by Olayinka Olaitan ABIDOYE, Blessing Onyi AKINDE, Eucharia Ogechukwu OKAFOR, Ayodele Adebowale ADISA

“…The study research design used was causal. 13 firms make up the study population out of which 10 firms were purposively chosen as sample size within a time frame of 2011 to 2022. The annual reports of the chosen firms provided the data used in this investigation. …”
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The Effect of Chronic Inhouse Biomass Fuel Smoke Exposure on Coronary Slow Flow Phenomenon in Women Living in the Eastern Region of Turkey by Tayyar AKBULUT, Faysal SAYLIK

“…The presence of SCF was calculated based on thrombolysis in myocardial infarction frame count. Results: Two hundred fifty nine patients were in the BEG, whereas 198 patients were in the non-exposure group. …”
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Simulated clinical scenario of basic life support for adults in a hospital context: an integrative review by Camila Gomes Carvalho, Cláudio César Guimarães Martins, Iorana Candido da Silva, Renata Marinho Fernandes, Juliane Rangel Dantas, Ana Railka Oliveira-Kumakura, Ana Luisa Brandão de Carvalho Lira

“…Methods: integrative review, carried out in five databases: MEDLINE, Web of Science, SCOPUS, LILACS, and CINAHL, with no specific time frame or language, using the descriptors "Simulation Training" e "Cardiopulmonary Resuscitation". …”
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Dynamics of phase separation from holography by Maximilian Attems, Yago Bea, Jorge Casalderrey-Solana, David Mateos, Miguel Zilhão

“…We show that all four stages are well described by the constitutive relations of second-order hydrodynamics that include all second-order gradients that are purely spatial in the local rest frame. In contrast, a Müller-Israel-Stewart-type formulation of hydrodynamics fails to provide a good description for two reasons. …”
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Think non-ethnic, but act ethnic: Perspectives from South Asian entrepreneurs by Mark McPherson

“…However, given the sample-frame and, socio-economic environment within Greater London, findings may not be generalizable. …”
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Epidemiological panorama of type 2 diabetes in Mexico: differences by state and social determinants by Guadalupe Soto-Estrada, Laura Moreno-Altamirano, Naghielli Álvarez-Chombo, Juan J. García-García

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Novel static calculation approach for reciprocal structures assembled by Archimedes paving curved rods by XIA Yongqiang, XU Yimin, NI Keyi, XIAO Nan, FAN Lei, SONG Fangyuan, JIN Hui

“…Finally, a quadrilateral curved rod reciprocal frame and a curved rod reciprocal structure transformed from the 63 type of Archimedes paving are studied respectively by proposed method and finite element method with ANSYS software. …”
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Optimal sandwich panel's core design for an enhanced impact resistance by Assil Charkaoui, Noha M. Hassan, Zied Bahroun

“…Both numerical and experimental results revealed the superior energy absorption capabilities of the X-frame core shaped structure. Regression models developed shed light on the relationships between core height, volume fraction, number of layers, and core topology revealing the extent of damage. …”
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Resilience in Crisis: A Longitudinal Study of Entrepreneurial Responses to COVID-19 pandemic by Yi Zhang, Xiaochen Bu

“…To enhance the depth and breadth of our findings, future research should aim for a larger and more diverse sample, access to more comprehensive data, and a more extended time frame.…”
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