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    Item type:Publication,
    ARLOS: Adaptive Forecasting and Risk-Calibrated Load Operation in Distribution Substations Under Distribution Shift
    (MDPI AG, 2026-08-10)
    Castillo, Juan Carlos
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    Castillo, Jessica N.
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    Naranjo, Jose E.
    Forecast accuracy alone is an incomplete proxy for operational value when load distributions change. This paper presents ARLOS, an auditable forecast–uncertainty–decision framework that combines static and adaptive XGBoost forecasts, rolling performance monitoring, residual-bootstrap uncertainty, and explicit fixed-margin, quantile, and risk-target operating rules. The evaluation uses 2021 for ex ante training and capacity-proxy definition and 2022–2023 for strictly sequential testing on two Ecuadorian distribution substations under a measured baseline, smooth growth, and intraday structural shift. Under the four shifted station–scenario cases, adaptive fixed-margin operation reduced the weighted operational objective by 24.8–46.0% relative to the static fixed-margin baseline; baseline-regime changes ranged from (Formula presented.) to 11.2%, showing that adaptation is valuable primarily when mismatch is present rather than universally. A (Formula presented.) ablation further shows that adaptation and uncertainty are distinct, non-additive sources of operational value: aggregate normalized cost changes from 0.987 for static/fixed operation to 0.650 for adaptive/fixed, 0.515 for static/quantile, and 0.546 for adaptive/quantile. Realized one-sided exceedance, computed from observed load rather than from the bootstrap sample itself, remains within 0.0039–0.0111 of the target across the controlled cases, while nominal 10–90% interval coverage ranges from 78.0% to 78.6%. A nine-substation deployment check corroborates the calibration and identifies a measured drift episode in which adaptation limits, but does not eliminate, forecast degradation. The results support ARLOS as a transparent framework for studying how adaptation and uncertainty propagate into operational consequences under distribution shift.These contributions align with Sustainable Development Goal 7 (Affordable and Clean Energy) and Sustainable Development Goal 9 (Industry, Innovation and Infrastructure) by supporting more reliable, efficient, and intelligent operation of electricity distribution infrastructure. © 2026 by the authors.
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    nanoHEENS: Biomimetic Near-Memory-Computing 16-Core SIMD Processor Node for Evolutive Spiking Neural Networks
    (IEEE, 2026-05-24)
    Larre-Alos, Arnau
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    Vallejo-Mancero, Bernardo
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    Fernandez, Daniel
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    The design of a digital spiking neural processor (NP) ASIC for biomimetic evolutive applications is reported. The architecture is briefly described, highlighting its fundamental characteristics, namely: Near-Memory Computing (NMC), efficient Single-Instruction Multiple-Data (SIMD) computation, multi-model support, 16-bit precision, axonal delay support and on-the-fly reconfiguration. A sub-mm2, 16-core NP testchip has been designed in 28 nm CMOS and sent to manufacture. A post-implementation simulation, including a controller and two NPs, is shown to demonstrate the system's correct operation and capabilities
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    THE ACTION FOR THE PROTECTION OF HUMAN DIGNITY AS A FUNDAMENTAL RIGHT FROM A NEOCONSTITUTIONAL PERSPECTIVE
    (2023) ;
    Martell S.S.Z.
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    Rivas K.G.S.
    The main objective of this article is to analyze relevant aspects of modern constitutional theory or neo-constitutionalism, focusing on those related to the guarantee of human dignity, the action of protection and the direct application of fundamental rights between and by individuals, with special attention to the concept and manifestation of human dignity, and the main controversies that all this raises. A qualitative methodology, bibliographic type, is used. The aim is to elucidate how this theory underlies the legal system and whether the implementation of the guarantee theory, together with the regulation of interrelationships between private parties, could cause an intrusion in aspects “regulated by” and “proper to” Private Law. The research was divided into seven sections in order to develop and discern the various sides of the issue. After the introduction, private law and its relationship with neo-constitutionalism and political legal guaranteeism are addressed; after this, concepts and theories related to fundamental rights are reviewed. In addition, the action of protection will be briefly analyzed, as regards the safeguarding of human dignity as seen from Constitutional and International Law. Finally, some important controversies in this regard are enunciated. © 2023, University of Cienfuegos, Carlos Rafael Rodriguez. All rights reserved.
      42
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    OBSTETRIC VIOLENCE WITHIN SOCIAL SECURITY, A CASE STUDY OF THE ECUADORIAN CONTEXT
    (2024) ;
    Velasteguí Meléndez, Emily
    Gender violence is a recently made visible social phenomenon. One of the types of mistreatment of women is obstetric violence; phenomenon that has not been fully understood. This research aims to analyze obstetric violence in light of the Ecuadorian case, through a qualitative methodological approach and techniques that are based on bibliographic, casuistic, normative and doctrinal review. The case to be analyzed reaches the Constitutional Court of Ecuador through a constitutional mechanism called review of sentences. The Constitutional Court of Ecuador rules on binding jurisprudence for the legal system of Ecuador, setting an important precedent at the regional level. The Court appropriately measures this type of mistreatment of women, and also establishes a clear difference between health services and health rights. Pregnant women belong to what the Ecuadorian Constitution calls priority attention groups. The work carefully addresses legal figures that have not been fully developed in the Ecuadorian context.
      12
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    THE POPULAR AND SOLIDARITY ECONOMY AS A MANAGEMENT REGIME IN COMMUNITY TOURISM
    Currently, the Popular and Solidarity Economy has been taking an important role in society, since it reflects the human being as a subject and an end to perform various social activities. This research seeks to evaluate the effectiveness of the Popular and Solidarity Economy regime, instituted in Ecuador, to manage the supply of community tourism in the country. The volume of commercial credit and microcredit placed annually by the entities of the Popular and Solidarity Financial System was used as a control variable for the evolution of the annual number of organizations dedicated to the provision of tourism services under the regime examined. The simple linear regression on this data set was carried out using the R 4.0.5 language in the IDE RStudio 1.4.1106, and yielded the result that both variables behave in a linearly independent manner. This leads to the conclusion that the Popular and Solidarity Economy regime, in order to be effective with respect to the national community tourism offer, would need to be reformed or its implementation strengthened. © 2022, University of Cienfuegos, Carlos Rafael Rodriguez. All rights reserved.
      28
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    The Evolution of E-voting and its Application on Electoral Process Abroad
    (2024) ;
    Alex Fabián Mejía-Sandoval
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    Anthony Gaon-Cajamarca
    The study analyzes the implementation of evoting in our democracies, based on the current discussion about its challenges to enhance our confidence in political institutions. The proposal aims to establish the aspects involved in this electoral mechanism, particularly in elections abroad.The scientific method is qualitative, based on the results of previous research and the data obtained from the electoral process in Ecuador when electronic voting was implemented. Moreover, it includes a descriptive analysis of the types of e-voting. The findings reveal a lack of global continuity in the adoption of e-voting due to cost, system reliability and political confidence concerns, causing the inverse effect in populations with low levels democratic participation as migrants. The study concludes in the examination of each country's context and electoral infrastructure, as essential to determine the most suitable e-voting modality based on pilot test results.
      16
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    APPLICABILITY OF THE INTERNATIONAL PROTOCOL ON ECONOMIC, SO-CIAL AND CULTURAL RIGHTS: RIGHT TO EDUCATION IN AFGHANISTAN
    (2023)
    Masabanda Andreeva Y.J.
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    Panchi Cerón A.S.
    The purpose of this research is to analyze the applicability of the International Covenant on Economic, Social and Cultural Rights, specifically, in the context of the human right to education in Afghanistan, which is one of the rights that make up the catalog of the Covenant. This right has been widely criticized because the rights enshrined in it (second generation rights) are considered by the doctrine as “costly”, “rights of provision” and, because of this nature, the intervention of the State is undoubtedly required to provide them, even in their most basic manifestation. Unlike the first-generation rights found in the International Covenant on Civil and Political Rights, the aim is the freedom of individuals and non-interventionism on the part of the State. A descriptive methodology is used with a qualitative approach in the review of documents and the use of theoretical methods such as analytical, synthetic and inductive-deductive. The results show that Afghanistan is one of the countries that has signed and ratified the ESCR Covenant, however, the lack of a complete and equal education system for men and women violates the provisions of the International Covenant on Economic, Social and Cultural Rights, since it is not only impossible to speak of a secular education, but also of an equal education for both sexes, which brings with it several violations of human rights. © 2023, University of Cienfuegos, Carlos Rafael Rodriguez. All rights reserved.
      75
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    The Effectiveness of Animated Videos in Secondary School Students’ Understanding of Molecular Processes: An Experimental Study
    The use of educational animationsEducational animations, such as those created with PowtoonPowtoon, has established itself as an effective strategy for teaching complex scientific concepts in secondary education. In this study, the objective was to evaluate the effectivenessEffectiveness of these animations in improving students’ comprehension, motivation, and academic performance. The research was conducted with a sample of 26 tenth-grade students from the Josué Educational Unit in Ambato, Ecuador, selected through non-probabilistic sampling. The instructional design was based on the ADDIE model, integrating principles of the STEM approach in the development of the animated videos. To measure the impact of the intervention, a pretest–posttest design was applied, and the data were processed in SPSS v.27 using Student’s T-test for related samples. The results showed statistically significant differences between the pretest and posttest scores (p < 0.05), confirming an improvement in both the understanding of scientific concepts and academic performance. Likewise, an increase in students’ motivation and interest in learning science was observed. In conclusion, educational animationsEducational animations developed with PowtoonPowtoon are an effective teaching strategy for promoting more dynamic and meaningful learning in secondary education. However, their implementation requires teacher training and access to technological resources, factors that may limit their application in certain educational contexts. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2026.
      9
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    Ethical Use of Generative Artificial Intelligence Among Ecuadorian University Students
    (2025) ;
    Ángel Ramón Sabando-García
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    Bosco Javier Sabando-García
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    Artificial intelligence has transformed educational environments by facilitating processes such as information retrieval, assisted writing, automated feedback, and personalized tutoring. Within university settings, the adoption of technologies capable of autonomously generating content has increased rapidly, becoming a common academic resource for students. However, this accelerated integration poses ethical challenges, particularly when such tools are used without a clear understanding of their implications. This study aimed to examine how students’ emotional attitudes (affective), understanding (cognitive), and practical use (behavioral) of AI relate to their ethical engagement with these technologies. A structured questionnaire was administered to 833 university students in Ecuador. The instrument showed excellent internal consistency (α = 0.992; Ω = 0.992), and the validity analyses confirmed that the dimensions measured distinct but related constructs. ChatGPT was reported as the most used tool (62.2%), followed by Gemini and Siri. The structural model indicated that emotional and cognitive dimensions substantially influenced ethical behavior (β = 0.413 and β = 0.567, respectively), whereas frequent use alone exhibited no significant effect (β = −0.128; p = 0.058). These results suggest that ethical engagement with AI is primarily driven by reflection and knowledge rather than habit. This study contributes to the literature by modeling how different learning dimensions shape ethical behavior in AI use and underscores the relevance of aligning academic practices with socially responsible uses of emerging technologies.
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    DOCUMENTARY MANAGEMENT AND INFORMATION HANDLING IN COMPANIES FROM THE LEGAL PROVISIONS IN FORCE IN ECUADOR
    (2025) ;
    Tobar Ruiz, María
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    Sánchez Salazar, Marcelo
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    Chávez, Roberto
    Objective: The purpose of this work is to explore aspects related to document management and information management practices in companies located in Ecuador, highlighting the importance of adhering to current legal provisions. Design/Methodology/Approach. This study will be based on theoretical and methodological foundations obtained from the bibliographic review carried out, which will allow a detailed analysis of best practices, emerging technologies and current challenges faced by organizations in this area. The search covered a wide variety of works published in English and Spanish between 1999 and 2023. 53 relevant works were identified, resulting in 48 being chosen for detailed analysis. As a result, a final sample of 46 works was obtained that provided valuable and relevant information for the study in question. Results/Discussion. When the analysis of the specific laws and regulations that govern document management and information management in the business environment is addressed, its vital importance for the effective functioning of the business sector in Ecuador is revealed. This covers privacy laws, data protection, sector regulations and any legislation that relates to the retention and disposal of documents. Thorough understanding and adherence to these regulations is crucial to safeguarding the integrity and privacy of information, as well as avoiding legal sanctions. Conclusions. A comprehensive assessment of how companies comply with current legal provisions regarding document and information management requires investigations that delve into the review of internal policies, procedures and business practices. This is done for the purpose of determining whether compliance with applicable regulations is guaranteed, thus ensuring that information management is carried out in an ethical, legal and efficient manner. Originality/Value. By understanding and efficiently applying document management, companies not only comply with legal requirements, but also boost their operational performance and stay ahead in a dynamic and highly competitive business environment. This comprehensive approach not only ensures compliance with laws and regulations, but also enhances adaptability and innovation, essential for sustained success in today's business landscape.
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