Outlier Detection and Correction in Smart Grid Energy Demand Data Using Sparse Autoencoders by Levi da Costa Pimentel, Ricardo Wagner Correia Guerra Filho, Juan Moises Mauricio Villanueva, Yuri Percy Molina Rodriguez

“…The proposed approach is submitted across multiple scenarios using real-world data from a substation, where the influence of the variation in the number of outliers present in the database is evaluated, as well as the variation in their amplitudes on the functioning of the algorithms. The results provide an overview of the operation as well as demonstrate the effectiveness of the proposed methodology that manages to improve some indices achieved by previous works, reaching accuracy and F-score superior to 99% and 97%, respectively, for the detection algorithm, as well as a square root mean squared error (RMSE) and a mean absolute percentage error (MAPE) of less than 0.2 MW and 2%, respectively.…”
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Spray Generation by a Plunging Breaker by M. A. Erinin, S. D. Wang, R. Liu, D. Towle, X. Liu, J. H. Duncan

“…The probability distributions of the ranges of large and small droplet radii are well represented by power law functions that intersect at a radius of 418 μm.…”
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Escitalopram-induced Hypersexuality—Imbalance of the Sexual Seesaw by Souganyadevi Mahalakshmi, Barath Ramanathan, Arun Selvaraj, Perarul Sivakumar, Priyanka Ponnusamy

“…Considering the sensitivity in reporting sexual symptoms, it is prudent to initiate a talk on sexual functioning with all the patients on antidepressants, especially SSRIs.…”
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Untargeted metabolomics reveals quinic acid as the kiwifruit component that affects brain activity in mice. by Claudio Marcello Marzo, Martino Bianconi, Mauro Commisso, Sofia Gambini, Cristiano Chiamulera, Linda Avesani, Stefano Negri, Flavia Guzzo

“…Recent evidence suggests that kiwifruit positively affects cognitive functions and mood, but the bioactive components responsible for this are unknown. …”
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State regulation of the oil and gas complex in the conditions of digitalization of the world economic system by S. E. Trofimov

“…It is aimed at promoting domestic industry and sectoral development, stimulating the integrated introduction of innovations, and reaching outstripping economic growth rates that are ahead of the pace.…”
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Deep Hybrid Models: Infer and Plan in a Dynamic World by Matteo Priorelli, Ivilin Peev Stoianov

“…Traditionally, such problems are tackled with optimal control, which relies on the optimization of cost functions; instead, a recent biologically motivated proposal casts planning and control as an inference process. …”
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Management of Congenital Macroglossia Due to Lymphatic Malformation in a Child with Review of Literature by Sushma Achugatla, Surendra Singh, Sonia Thakur, Rajeev Redkar

“…This type of macroglossia typically progresses chronically, reaching a developmental plateau at puberty without any spontaneous regression. …”
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On the relativization of central banks' immunity in modern monetary law by Dimitrijević Marko B.

“…In this sense, the paper starts with the hypothesis that restrictions in defining central bank immunity must be legally based and applied in the most restrictive way by the monetary legislator, as they can have far-reaching repercussions on the postulates of institutional, financial and functional independence in the work of central banks as guardians of monetary sovereignty. …”
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PDA: A Novel Privacy-Preserving Robust Data Aggregation Scheme in People-Centric Sensing System by Ziling Wei, Baokang Zhao, Jinshu Su

“…As a node could become offline or a message could be lost before reaching the aggregator, retaining the correctness of the aggregate computed is important. …”
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Research on general design of light tour maglev train by GENG Qinghou, ZONG Lingxiao, YANG Jun, MA Weihua, ZHANG Shuo

“…By analyzing and comparing the application scenarios and service targets of the large-capacity and medium-capacity maglev trains and light tour maglev trains, the top-level design indicators of the light tour maglev trains was defined based on the elements such as functions, safety, environment and economy, and studied the general design and the main system design of the train. …”
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Neonicotinoids and Varroa mites force the extending of longevity in a bee colony during overwintering to forget by Toshiro Yamada, Yasuhiro Yamada

“…Judging from the fact that pollen is the main food for the bee-brood, that mites parasitize larvae and pupae, and that the vital functions and organs of honeybees are created during the larval and pupal stages, it can be inferred that a neonicotinoid-containing pollen paste and parasitic mites cause serious damage to the bee ability to detect the arrival of winter. …”
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Muscle and fat quality of Chinese soft-shelled turtle by ZHAN Xiu-an, XU Zi-rong, QIAN Li-chun

“…It was found that there were rich trace mineral elements of important physiological functions in muscle, in which iron and chromium content were 380.13 mg/kg and 1.08 mg/kg. …”
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Observation of quantum-classical transition behavior of LGI in a dissipative quantum gas by Qinxuan Peng, Bolong Jiao, Hang Yu, Liao Sun, Haoyi Zhang, Jiaming Li, Le Luo

“…Our experiments reveal that as dissipation increases, the upper bound of the third-order LGI parameter K_{3} initially rises, reaching its maximum at the exceptional point, where K_{3}=C_{21}+C_{32}−C_{31}, encompassing three two-time correlation functions. …”
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Visuomotor Behaviour in Amblyopia: Deficits and Compensatory Adaptations by Ewa Niechwiej-Szwedo, Linda Colpa, Agnes M. F. Wong

“…The consequences of amblyopia on various sensory and perceptual functions have been studied extensively over the past 50 years. …”
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Catfish Fat Modification for Biobased Oils and Biolubricants by Hong Thi Tran, Quy-Diem Do, Tan Minh Phan

“…FT-IR and 1H-NMR spectroscopic analysis identified the main functional groups of materials and products. The TGA method and Rancimat tests were used to determine the samples' thermal and oxidation stability. …”
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Methodological Basis for Shaping Metrics of Strategic Management by the Enterprise in View of Low-Carbon Economy Concept by Е. S. Lobova, L. N. Mamaeva

“…To attain goals set at the UN conference is an objective of the adequate strategic planning in the enterprise work. For enterprises functioning in complicated multi-level social and economic systems this aim requires a new look at the system of indicators. …”
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Thermal-accumulating panel for microclimate support in a room with radioelectronic equipment by V. Ye. Trofimov

“…In a number of applications the functioning of radio electronic equipment (REO) occurs in rooms located in hard-to-reach regions with climatic conditions that are characterized by significant air temperature fluctuations reaching tens of Celsius degrees. …”
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Entre letra e imagen: el cine intersticial de Gustavo Fontán by Eduardo A. Russo

“…Even fewer stick to the instrumental functions that link the film script with the mise-en-scène, but rather the work between the letter and the line, between contemplation, reading and writing. …”
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Interfacial tailoring of conducting polymer nanocomposite films for high-efficiency X-band EMI shielding by Duraipandian Ajith Kumar, Malathi Murugesan

“…We demonstrate an effective enhancement in both electric and magnetic loss mechanisms by incorporating dual-functional nanofillers, electrically conductive Cu and PANI, and magnetically responsive NiFe₂O₄, into a PMMA matrix using a solvent casting technique. …”
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APPLICATION OF THE SPECTROMETRIC METHOD FOR CALCULATING THE DOSE RATE FOR CREATING CALIBRATION HIGHLY SENSITIVE INSTRUMENTS BASED ON SCINTILLATION DETECTION UNITS by R. V. Lukashevich, G. A. Fokov

“…Using predetermined or measured functions of the detector response to the action of gamma radiation of a given energy and flux density, a certain function of the energy G(E) is determined. …”
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