Charging pile recommendation method for idle electric taxis based on recurrent neural network by Jian JIA, Linfeng LIU, Jiagao WU

“…A charging pile recommendation method for idle electric taxis (CPRM-IET) based on recursive neural network was proposed to recommend the optimal charging piles for idle electric taxis.Usually,the movement of each idle electric taxi depends on the subconscious movement tendency and driving habits of the driver.Therefore,it is necessary to predict the future movement based on its historical movement trajectories,so as to find the charging piles with the least extra movements.In CPRM-IET,a dual-stage attention-based recurrent neural network (DA-RNN) model was provided to predict the future trajectories of electric taxis.DA-RNN model includes two types of attention mechanisms which are input attention mechanism and temporal attention mechanism.The input attention mechanism assigns different weights to the input driving sequence at each time slot,and the temporal attention mechanism assigns weights to the hidden state of the encoder.Based on the predicted future trajectories,several charging piles with the least extra movements were selected and recommended for the idle electric taxis.The simulation results show that CPRM-IET can achieve preferable results in terms of charging extra movement and root mean square error,which reflects that CPRM-IET can accurately predict the future trajectories of idle electric taxis and recommend optimal charging piles for these electric taxis.…”
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Ukrainian-Georgian Relations at the present Stage by E. I. Zyabkina

“…This development was facilitated by the political processes in each of the states, as well as the foreign policy pursued by Kiev and Tbilisi. …”
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Social Situation of Developement as one of the Basic Conditions of Children's Creative Strategies Formation by Timoshenko N.V.

“…It is argued that the mastery of creative strategies as means for the transformation of the psyche is the key to unlocking the creative potential of each child.…”
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A Neutrosophic Reflexive Disruption Evolutionary Integral Model for Evaluating the Quality of University Online Education Interactive Platforms Under Teaching Resource Integration by Jingjie Li, Xiaoying Zhu

“…The model also includes a neutrosophic evolutionary component that tracks whether each platform feature is improving, declining, or remaining stable over time. …”
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Putting Participation into Practice by G.J.O. Marincowitz

“…Seven monthly meetings with each group were audio recorded. The question asked at each meeting was “How can the group work together to achieve the best possible health outcome for the patient?”. …”
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Analysis model of energy consumption variables for data processing in high-performance computing systems by Jorge Lozoya Arandia, Carlos Jesahel Vega Gómez, Lester Antonio Acevedo Montoya, Verónica Lizette Robles Dueñas

“…HPC architectures are configured in a very particular way for each HPC data center, creating particular scenarios of operation and performance in each implementation. …”
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Comparison of Different Methods for the Calculation of the Microvascular Flow Index by Mario O. Pozo, Vanina S. Kanoore Edul, Can Ince, Arnaldo Dubin

“…There are three approaches to compute MFI: (1) the average of the predominant flow in each of the four quadrants (MFIby quadrants), (2) the direct assessment during the bedside video acquisition (MFIpoint of care), and (3) the mean value of the MFIs determined in each individual vessel (MFIvessel by vessel). …”
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Emergency preparedness and health system resilience assessment tool: development and initial validation by Vageesh Jain, Fadi El-Jardali, Michael Reid, Sherin Varkey, Racha Fadlallah, Denizhan Duran, Priyanka D Kanth, Son-Nam Nguyen, Rekha Menon, Ammar Malek, Majd Saleh, Laura Buback

“…On that basis, each subcomponent is scored to reflect the maturity of the country’s capacity in that specific area.Conclusion The proposed tool will address the limitations of the existing assessment instruments. …”
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Magnesium isotopic variation in marine fish organs by Toshihiro Yoshimura, Naoto F. Ishikawa, Nanako O. Ogawa, Soichiro Kusaka, Shigeyuki Wakaki, Tsuyoshi Ishikawa, Kazuya Nagaishi, Masanori Kaneko, Yuta Isaji, Yoshito Chikaraishi, Naohiko Ohkouchi

“…By using a delipidation treatment before acid samples digestion, the δ26Mg value of each organ was compared before and after removing the lipids and body fluids. …”
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Postoperative analgesic efficacy between transversus abdominis plane block and wound site local anesthesia infiltration in total abdominal hysterectomy under spinal anesthesia - a... by Bidyut Borah, Keshav Upadhyaya, Nilotpal Das, Rezaul Karim Ahmed

“…In group A, bilateral transversus abdominis plane (TAP) block using 10 ml 0.25% bupivacaine on each side was administered, while in group B, 20 ml (10 ml on each side) of 0.25% bupivacaine was subcutaneously infiltrated just before skin wound closure. …”
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Implementing a One Health curriculum across multiple colleges: Challenges and lessons learned by Jennifer Wishnie, Julia Jernberg, Heidi E. Brown, Bonnie Buntain

“…Student, partner, and faculty reflections indicate a successful course. A clearly identified lead, a collaborative team approach to each topic, faculty dedicated to course development and evidence-based teaching, and regular meetings supported the successful implementation of the course. …”
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Study of changes in the activity of glutathione system enzymes in the blood and liver in experimentally induced dyslipoproteinemia on the background of mechanical damage to the ske... by O. N. Pavlova, O. N. Tulaeva, O. N. Gulenko, E. V. Lukenyuk

“…All rats were divided into four subgroups within their group, 30 animals each. Animals of the first subgroup in each group (1s, 1m) are intact (old and young) animals, to which no effects were applied. …”
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A cross-species analysis of neuroanatomical covariance sex differences in humans and mice by Linh Pham, Elisa Guma, Jacob Ellegood, Jason P. Lerch, Armin Raznahan

“…Abstract Background Structural covariance within the brain is thought to reflect inter-regional sharing of developmental influences. …”
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Enhancing wireless applications through reconfigurable electro-mechanical reflectarray antenna design for beam steering by Behrokh Beiranvand, Rashid Mirzavand

“…The REMR structure, equipped with a cam-shaped actuator beneath each unit cell’s ground plane, serves as the basis for this design. …”
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Social dynamics in the era of artificial intelligence by Luknar Ivana

“…Modern society is dynamic, fluid, and networked into a complex and intertwined system of different contents and elements that cooperate with each other, overlap, and/or contradict each other. …”
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Onset rivalry: brief presentation isolates an early independent phase of perceptual competition. by Olivia Carter, Patrick Cavanagh

“…However, these effects were generally limited to the spatial site of adaptation and had less influence over each subsequent cycle of the target. We conclude that onset rivalry is independent of sustained rivalry and cannot be explained by local regions of monocular dominance or memory of past perceptual history, but rather reflects low-level, spatially localized factors that are stable over periods of weeks. …”
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Breaking down barriers: creating a community of learning development at the University of St Andrews by Eilidh Harris, Paula Villegas

“…Due to the restrictions of each provision, and the siloed nature of the services, we identified that students were often not accessing the most appropriate form of tutorial, and that some tutorials were not being used to best effect. …”
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Upper German Dialects as a Linguo-Cultural Phenomenon by G. А. Baeva, A. A. Ponomareva

“…The research content consists of more than 100 Bavarian and Swabian dialect words which reflect culture specifics of each region, selected from the 20th- 21st centuries fiction, regional media materials and local advertising by using the systematic sampling method. …”
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DISPARITIES IN ROMANIA'S AGRICULTURE AMONG THE REGIONS OF DEVELOPMENT by Agatha POPESCU, Toma Adrian DINU, Elena STOIAN, Valentin ŞERBAN, Adelaida HONTUS, Carmen ANGELESCU

“…The research methods utilized in this study refer to: structural index, showing the share of each region in the total level or value of the studied indicator, rank-order method to identify the hierarchy of the regions, comparison method, Herfindahl-Hirschman Index(HHI) to evaluate the competitiveness/concentration among regions for each indicator. …”
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CarotidSCORE.RU — risk stratification for complications after carotid endarterectomy by A. N. Kazantsev, D. D. Khasanova, A. D. Alpatskaya, A. V. Korotkikh, M. O. Dzhanelidze, M. A. Rusakova, E. U. Kharchilava, M. V. Sulimenko, V. A. Lutsenko, R. V. Sultanov, F. R. Alizada, E. O. Meleshin, E. R. Ginzburg, A. E. Gofman, E. O. Alekseeva, R. Yu. Lider, A. A. Pivovarov, A. B. Zakeryaev, G. Sh. Bagdavadze, M. M. Makoeva, A. I. Klimova, A. S. Zharova, I. A. Chernyavtsev, O. O. Abramov, K. L. Zakharova, I. M. Radzhabov, I. A. Karmokov, A. P. Kuklev, K. N. Solotenkova, M. G. Pachkoria, I. S. Sem’in, A. A. Kostenkov, K. P. Chernykh

“…The predictive coefficient was considered as a numerical parameter reflecting the strength of the effect of each factor on the development of postoperative complications. …”
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