Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area by Benedito Chi Man Tam, Su-Kit Tang, Alberto Cardoso

“…We used public data set of more than two base stations with pollution varying from low to high and including southern to northern district of a small city. Conclusions can be drawn from the analysis of multiple experimental results, proving that the proposed solution can effectively improve the training efficiency of the model. …”
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Pojęcie instrumentu administracyjnoprawnego — zarys tematyki by Krzysztof Horubski

“…With regard to this issue, it is pointed out that the research planes implied by the use of one of these conceptual categories are different (functional plane — objectives, effects to be achieved through a given legal solution / construction plane of a given legal form of activity — requirements for the validity of a given type of action, supervision over using it, means of legal protection of the addressee of the action). Attention is also drawn to the fact that there is no basis for relating the concept of an administrative law instrument to the entire catalogue of legal forms of administrative action, as well as to the possibility of giving the concept of an administrative law instrument a meaning that goes beyond such a catalogue (e.g. including also norms directly regulating administrative law). …”
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Risk assessment of complex organoarsenic species in food by EFSA Panel on Contaminants in the Food Chain (CONTAM), Helle Katrine Knutsen, Agneta Åkesson, Vasileios Bampidis, Margherita Bignami, Laurent Bodin, James Kevin Chipman, Gisela Degen, Antonio Hernández‐Jerez, Tim Hofer, Christer Hogstrand, Stefano Landi, Jean‐Charles Leblanc, Kyriaki Machera, Evangelia Ntzani, Guido Rychen, Salomon Sand, Katharina Vejdovszky, Barbara Viviani, Lars Barregård, Diane Benford, Eugenia Dogliotti, Kevin Francesconi, Jose Ángel Gómez Ruiz, Hans Steinkellner, Tanja Schwerdtle

“…No conclusions could be drawn regarding other arsenosugars. No risk characterisation could be conducted for arsenolipids, due to the lack of data.…”
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Kaizen Selection for Continuous Improvement through VSM-Fuzzy-TOPSIS in Small-Scale Enterprises: An Indian Case Study by Sunil Kumar, Ashwani Kumar Dhingra, Bhim Singh

“…Through the case study drawn from realistic situations of the industry, the authors highlight that implementation of Lean-Kaizen using VSM and fuzzy TOPSIS provides improvement opportunities across the organization. …”
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Association between dietary carotenoid intakes and the risk of asthma in adults: a cross-sectional study of NHANES, 2007–2012 by Weijie Li, Wei Zhang, Jie Du

“…This is a cross-sectional study and no causal relationship can be drawn, so caution is needed to interpret the results.…”
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The study of the dependence of magnetic field gradient on parameters of the part being tested by the pulsed magnetic non-destructive testing method by O. V. Tarasenko, Yu. V. Kreselyuk, M. N. Ivlev

“…The dependences of the magnetic field intensity gradient on the distance between the sensor and the plane of the controlled part, on the coercive force and thickness of the hardened layer, as well as on the thickness of the controlled part are studied. Conclusions are drawn based of the experiment performed.…”
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Eurointegration as a Trigger for the Serbian Ethnic Separatism in Bosnia and Herzegovina by A. M. Ponamareva

“…Since the EU has refused to grant countries, which do not meet the Copenhagen criteria, the status of a member state ‘in advance’, the main conclusions on the prospects of the BiH accession to the EU are drawn from the European Commission’s 2020 Report on Bosnia and Herzegovina. …”
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Molecular Detection and Determination of Phylogenetic Position of Watermelon Chlorotic Stunt Virus Khouzestan Isolate Based on Coat Protein Gene by Samira Pakbaz, Zahra Jelavi, Ehsan Hasanvand, Hossein Mirzaei Najafgholi

“…In the phylogenetic tree drawn based on the coat protein gene (AV1), Khouzestan isolates were placed in a group next to other Iranian isolates and they had most similarities to Noorabad isolate from Fars province. …”
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Pengaruh Kombinasi Metformin dan Ekstrak Kunyit terhadap Kadar High Density Lipoprotein, Interleukin-6 dan Tumor Necrosis Factor-a by Fathia Kesuma Dinanti, Sri Priyantini Mulyani, Chodidjah - -

“…Group K2 was given metformin 45mg/KgBW/day, group P1 was given turmeric extract at a dose of 200 mg/KgBW/day, and group P2 was given a combination of metformin and turmeric extract. On day 15, blood was drawn for HDL, IL-6, and TNFa examination. The data were analyzed using the one-way Anova test. …”
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Evaluation of the AZ31 cyclic elastic-plastic behaviour under multiaxial loading conditions by V. Anes, L. Reis, M. Freitas

“…Several conclusions are drawn.…”
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Determination of inorganic elements in pine pollen by ICP-MS and safety and health risk assessment by Hao LIU, Haitao GUO, Aixi JI, Shuqi LI, Shaojun YU, Guohua YANG, Zhuoer LIU, Yonggang LIU

“…The characteristic spectra and correlation coefficient matrix of inorganic elements in pine pollen were drawn by Origin 2021 and Micro-Signal platform. The safety of pine pollen was evaluated by calculating the single pollution index Pi of heavy metal elements. …”
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Perceptions of Arabic Language Education Students on the Implementation of an Innovative Curriculum | Tashawwurat tullab qism ta'lim al-lughah al-'Arabiyyah hawla tanfidh al-manhaj... by Hizbullah Huda, M. Baihaqi, Ahmad Jundi Al Mubarak, Muh Zaenuri, Habib D, Iis Solihah, Fatihuddin Fatihuddin, Mohammed Islam

“…The population of this study are students of the Arabic Language Education Study Program at UIN Sunan Ampel Surabaya who have used an innovative curriculum. The sample was drawn using purposive sampling technique. The instrument is a questionnaire that has been validated by two education experts. …”
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How Energy Sector Reacted to COVID-19 Pandemic? Empirical Evidence from an Emerging Market Economy by Daniel Ştefan Armeanu, Camelia Cătălina Joldeș, Ştefan Cristian Gherghina

“…The empirical results of ARDL models provide the first conclusion of the analysis, indicating that the number of short-term connections was greater than long-term connections, which is also explained by the presence of short episodes of high volatility recorded in the investigated time interval. Another conclusion drawn from this study is that COVID-19 cases registered in Europe and around the world have made a significant contribution to explaining the evolution of the energy market, owing to the large number of cases registered in these regions and the level of contagion transmitted from these markets to the energy market. …”
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Administrative legal relations with the participation of the State Bureau of Investigation by А. Т. Komziuk, Ye. А. Lypii

“…At the same time, these bodies have a rather different administrative and legal status, since their participation in public administration varies significantly. Attention is drawn to the problem of the existence of state bodies which are not attributed to any of the branches of power, and their number is growing, currently there are about fifteen of them, including the State Bureau of Investigation. …”
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‘The Apex of Hipster XML GeekDOM’ by Lynne Siemens, Ray Siemens, Hefeng (Eddie) Wen, Cara Leitch, Dot Porter, Liam Sherriff, Karin Armstrong, Melanie Chernyk

“…This methodological approach is drawn from marketing and organizational behavior, manifest in social networking, in the study of viral marketing campaigns conducted in online environments.  …”
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Reinforcement Effect of Inclined Prestressed Concrete Pipe Piles on an Inclined Soft Foundation by De-quan Zhou, Chen-xi Feng, Liu-xi Li, Yi Zhou, Qin Zhu

“…The main conclusions are drawn as follows: (1) when a pile-supported foundation is used to strengthen the inclined soft foundation, PCP piles in the lower part of the embankment are subjected to bending moments, with their maximum value appearing in the upper part of the PCP pile at the embankment slope foot. …”
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Research on Four Core Fiber WDM Device Technology by CHEN Li, XIAO Qingming, WANG Min, JIANG Lei

“…【Conclusion】According to the test results, the following conclusions can be drawn: compared with the traditional single-core WDM scheme, the new four-core WDM can realize four-channel communication under the same device volume, and greatly improve the optical communication capacity. …”
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Development of polymerase chain reaction kit for detection of SARS-CoV-2 RNA in biological samples collected from animals by A. M. Timina, A. S. Yakovleva, M. V. Timanov, M. V. Biryuchenkova, Ye. S. Orlova

“…Today, global attention is drawn to the samecommon problem – spread of the novelCOVID-19 infection. …”
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Latent class analysis of the capacity of countries to manage diabetes and its relationship with diabetes-related deaths and healthcare costs by Samuel Akyirem, Emmanuel Ekpor, Charles Boakye Kwanin

“…Methods Eight indicators of country-level capacity were drawn from the World Health Organization Global Health Observatory dataset: the widespread availability of hemoglobin A1C (HbA1c) testing, existence of diabetes registry, national diabetes management guidelines, national strategy for diabetes care, blood glucose testing, diabetic retinopathy screening, sulfonylureas, and metformin in the public health sector. …”
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Performance Evaluation of Reducing Consumption of Energy in the Yangtze River Delta under the Background of Low-Carbon Economy by Chenguang Sun, Bo Miao

“…Through the analysis, the following conclusions can be drawn: the overall performance level of energy consumption reduction in the Yangtze River Delta region is average; the coordination between economy, energy, and environment is poor. …”
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