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Intellectual Capital And Organizational Climate As Predictors Of Scientific Production In A Peruvian University: An Analysis Based On The Neutrosophic 2-Tuple Linguistic Model And Pls-Sem, Vitelio Asencios Tarazona, Jessica Miluska Ríos Salas, Elizabeth Pacheco Davila, Llesica Soria Ramírez, Liliana Huaranga Rivera, Roberth Lozano Tacuri Toribio, Miriam Esther Campos Llana, Giuliana Sherly Cabello Flores Dec 2025

Intellectual Capital And Organizational Climate As Predictors Of Scientific Production In A Peruvian University: An Analysis Based On The Neutrosophic 2-Tuple Linguistic Model And Pls-Sem, Vitelio Asencios Tarazona, Jessica Miluska Ríos Salas, Elizabeth Pacheco Davila, Llesica Soria Ramírez, Liliana Huaranga Rivera, Roberth Lozano Tacuri Toribio, Miriam Esther Campos Llana, Giuliana Sherly Cabello Flores

Neutrosophic Sets and Systems

Scientific production is a key performance indicator in higher education, which has motivated the search for factors that may influence its development. This study aims to analyze the impact of intellectual capital and organizational climate on scientific production at the National Intercultural University of the Amazon in Peru. Partial Least Squares Structural Equation Modeling (PLS-SEM) is used, with a sample consisting of 90 professors. Professors were surveyed using the neutrosophic 2-tuple linguistics model. The neutrosophic 2-tuple linguistic method allows teachers to express their opinions linguistically, which is more appropriate in complex decision-making situations. This method maintains accuracy in aggregations. Furthermore, …

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A Neutrosophic Random Forest Approach For Preeclamptic Risk Prediction With Uncertainty Quantification, Franklin Parrales-Bravo, Rosangela Caicedo-Quiroz, Lorenzo Cevallos-Torres, Leonel Vasquez-Cevallos, Dayron Rumbaut-Rangel Dec 2025

A Neutrosophic Random Forest Approach For Preeclamptic Risk Prediction With Uncertainty Quantification, Franklin Parrales-Bravo, Rosangela Caicedo-Quiroz, Lorenzo Cevallos-Torres, Leonel Vasquez-Cevallos, Dayron Rumbaut-Rangel

Neutrosophic Sets and Systems

This study presents a novel integration of Random Forest with neutrosophic logic to improve preeclampsia risk prediction while quantifying prediction uncertainty. Using clinical data from 352 patients, the model achieved 72.73% accuracy with high sensitivity (0.898) in identifying control cases, though with lower specificity (0.235) for preeclampsia detection. Key predictors identified were birthweight and hypertension his- tory, aligning with clinical knowledge. The neutrosophic framework successfully categorized predictions into truth (T), indeterminacy (I), and falsity (F) components, revealing that 90% confidence predictions showed T = 0.9 while uncertain cases (0.5 ≤ p < 0.9) demonstrated elevated indeterminacy (I = 0.3). The main contributions include: 1) an interpretable uncertainty quantification method for clinical predictions, 2) validation of key risk factors through feature importance analysis, and 3) a practical framework for identifying cases requiring additional clinical evaluation. This approach demonstrates significant potential for enhancing decision-making in maternal healthcare.

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Multivariate Visualization Of The Impact Of Universal Design For Learning On Inclusion And Mathematical Achievement Using The Neutrosophic Biplot Method, Franklin Leónidas Elizondo Avilez, Viviana Josefa Mosquera Yépez, Jimmy Darlin Zambrano Palma, Juana Danesa Mosquera Yépez Dec 2025

Multivariate Visualization Of The Impact Of Universal Design For Learning On Inclusion And Mathematical Achievement Using The Neutrosophic Biplot Method, Franklin Leónidas Elizondo Avilez, Viviana Josefa Mosquera Yépez, Jimmy Darlin Zambrano Palma, Juana Danesa Mosquera Yépez

Neutrosophic Sets and Systems

This dissertation answers a problem of practice. What is the effect of Universal Design for Learning on equity and achievement in math for at-risk and special needs upper elementary and secondary students in Ecuador? classrooms are more diverse than ever, with variations in learning styles and the expectation of equity in the classroom. Thus, it's critical to address past and present methods of teaching that promote access and participation. While the implementation of Universal Design for Learning is relatively new to the inclusion game, the studies done thus far fail to incorporate a triangulated design that considers complexity, multivariate factors, …

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Multidimensional Analysis Of Student Loyalty Using The Neutrosophic Biplot Method For Retention Strategies In Higher Education, Claudio Ruff, Marcelo Ruiz, Alexis Matheu, Bastián Gutiérrez, Luis Benites, Gerardo Anabalón Dec 2025

Multidimensional Analysis Of Student Loyalty Using The Neutrosophic Biplot Method For Retention Strategies In Higher Education, Claudio Ruff, Marcelo Ruiz, Alexis Matheu, Bastián Gutiérrez, Luis Benites, Gerardo Anabalón

Neutrosophic Sets and Systems

Student loyalty in higher education represents a critical challenge for universities, particularly in the context of increasing competition and the need to ensure long-term retention. A key question arises: how can student loyalty be modeled when it is shaped by diverse and subjective perceptions? The relevance of this issue lies in its impact on institutional stability: when students withdraw before completing their programs, universities not only lose projected revenue but also face disruptions that may negatively influence academic rankings. Previous literature has explored drivers of satisfaction and determinants of loyalty; however, little attention has been given to approaches that explicitly …

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Urban Shadows In Latin America: Detection Of Crime Hotspots Using Multivariate, Geospatial, And Neutrosophic Analytic Hierarchy Process (Nahp) Analytical Techniques, Johnny Pambabay-Calero, Sergio Bauz-Olvera, Oscar Scott-Macías, Pedro Luzuriaga Cedeño, Purificación Galindo-Villardón Dec 2025

Urban Shadows In Latin America: Detection Of Crime Hotspots Using Multivariate, Geospatial, And Neutrosophic Analytic Hierarchy Process (Nahp) Analytical Techniques, Johnny Pambabay-Calero, Sergio Bauz-Olvera, Oscar Scott-Macías, Pedro Luzuriaga Cedeño, Purificación Galindo-Villardón

Neutrosophic Sets and Systems

In recent years, Guayaquil fell prey to higher levels of organized extortion compared to territorialized criminal organizations over territory, institutional weaknesses, and socio-spatial inequalities. Thus, while extortion emerged as an increasingly specialized crime, there are limited empirical studies to evaluate the crime's spatiotemporal nature or its determinants. Therefore, this study aims to identify and characterize extortion "criminal severity zones" of Guayaquil from 2021-2024, via a novel geostatistical approach, in addition to the Neutrosophic Analytic Hierarchy Process (NAHP). By implementing Exploratory Spatial Data Analysis (ESDA), Kernel Density Estimation (KDE), dimensionality reduction techniques (PCA, MDS, and t-SNE), hierarchical clustering, and Bayesian hierarchical …

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Failure To Appear In Procedural Courts In The Ecuadorian Oral System: Analysis Of Its Legal Implications Through Multineutrosophic Modeling, Klever Israel Llerena Villacrés, Alex Santiago Páez Maldonado, Leonardo Mario Falconí Cárdenas Dec 2025

Failure To Appear In Procedural Courts In The Ecuadorian Oral System: Analysis Of Its Legal Implications Through Multineutrosophic Modeling, Klever Israel Llerena Villacrés, Alex Santiago Páez Maldonado, Leonardo Mario Falconí Cárdenas

Neutrosophic Sets and Systems

This study intends to analyze the impact of not appearing as a legal consequence of the Ecuadorian oral system; in what way does it violate rights of the parties and the possibility of effective judicial protection? The study was developed through a mixed methodology, bibliographic-documentary design and empirical field study. Ultimately, Multineutrosophic modeling was used to limit uncertainty brought forth by establishing not appearing as a condition with lawyer presence, granted extensions or not, socioeconomic problems, etc., through a triangulation of findings from regulatory sources like the General Organic Code of Procedures (COGEP) and professionalizing interviews with judicial actors. The …

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Hyperbolic Geometry And Neutrosophic Trigonometry: A Unified Approach To Uncertainty Management In Geometric Spaces, Yismandry González Vargas, Diana Padrón Carrasco Dec 2025

Hyperbolic Geometry And Neutrosophic Trigonometry: A Unified Approach To Uncertainty Management In Geometric Spaces, Yismandry González Vargas, Diana Padrón Carrasco

Neutrosophic Sets and Systems

This paper addresses the challenge of modeling uncertainty in hyperbolic geometry, where non-Euclidean properties, such as angle sums in triangles smaller than 180°, complicate traditional trigonometric calculations. The relevance of this topic lies in its application in fields such as cosmology, robotics, and signal processing, where curved spaces and imprecision are common. Although the literature has explored fuzzy geometry and trigonometry under uncertainty, it lacks a framework that integrates negative curvature with explicit indeterminacy. To overcome this gap, a methodology is proposed that combines hyperbolic geometry with neutrosophic trigonometry, using neutrosophic sets (T, I, F) to represent angles and calculate …

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Scholarai Scholarly Article Search Strategies With The Ayni Method Multi-Neutrosophic For Ethical Information Management In Ai, Ennio Jesús Mérida Córdova, Elizabeth Esther Vergel Parejo, Raúl López Fernández Dec 2025

Scholarai Scholarly Article Search Strategies With The Ayni Method Multi-Neutrosophic For Ethical Information Management In Ai, Ennio Jesús Mérida Córdova, Elizabeth Esther Vergel Parejo, Raúl López Fernández

Neutrosophic Sets and Systems

In a digital world where scientific articles are published at an unprecedented rate, an additional step in the research process to facilitate discovery is an effective search and filtering for worthwhile articles. Thus, this study aims to solve the following research problem: how to search for scientific articles using artificial intelligence (AI) while applying ethical considerations and ancestral knowledge? The topical relevance is that as AI is a great vessel to seek potentially accessible knowledge, searches can be guaranteed through accuracy, inclusivity, and ethics. While many studies exist on the topic of AI related to searching, few, if any, extend …

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Faim: Fuzzy‑Neutrosophic Academic Integrity Model For University Students, Elsy Rodriguez Revelo, Lorenzo Cevallos Torres Dec 2025

Faim: Fuzzy‑Neutrosophic Academic Integrity Model For University Students, Elsy Rodriguez Revelo, Lorenzo Cevallos Torres

Neutrosophic Sets and Systems

The FAIM (Fuzzy-Neutrosophic Academic Integrity Model) is a novel approach developed to assess academic integrity among university students under conditions of uncertainty. This model emerged as a response to the challenges posed by the sudden shift from face-to-face to virtual education during the COVID-19 pandemic. This environment saw a notable increase in dishonest academic behavior. FAIM integrates fuzzy logic and neutrosophic reasoning to capture the complexity and indeterminacy of students’ conduct. Key variables associated with academic dishonesty—motivation, justification, and opportunities—were examined across three simulated scenarios. The results validated FAIM’s capacity to differentiate integrity levels within the student population effectively. Unlike …

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Automated Ai Validation Of Neutrosophic Plithogenic Hypotheses In Multigrade Literacy Improvement, Isaac Roger Martínez, Débora Lucia Ponce Rivera, Maryuri Yvonne Guale Gómez, Rudy Garcia Cobas, Carlos Roberto Humanante Cabrera Dec 2025

Automated Ai Validation Of Neutrosophic Plithogenic Hypotheses In Multigrade Literacy Improvement, Isaac Roger Martínez, Débora Lucia Ponce Rivera, Maryuri Yvonne Guale Gómez, Rudy Garcia Cobas, Carlos Roberto Humanante Cabrera

Neutrosophic Sets and Systems

Literacy is acquired in multigrade classrooms in complicated scenarios because of varying literacy competencies and abilities and varied resources and materials. Thus, it's hard to determine if certain teaching interventions work. This is also a growing concern, a timely consideration, because as the institutions try to better the Quality of Education and prevent learning lags for multivariate classrooms are concerned. Yet the literature contains gaps where no direct attempt to stabilize teaching interventions is made despite the findings of many studies generating didactic interventions through the proceedings. Thus, this study fills the gap with an approach based upon hypothesis generation …

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Perceptions Of Inclusion In Disability Communication With Plithogenic Fuzzy Soft Sets, Sonia Guerra Iglesias, Andrea Eugenia Pacheco Lemus, Vallardo Villegas-Ricauter, Lorena Del Carmen Bodero Arizaga, Luis Enrique Silva Adriano Dec 2025

Perceptions Of Inclusion In Disability Communication With Plithogenic Fuzzy Soft Sets, Sonia Guerra Iglesias, Andrea Eugenia Pacheco Lemus, Vallardo Villegas-Ricauter, Lorena Del Carmen Bodero Arizaga, Luis Enrique Silva Adriano

Neutrosophic Sets and Systems

This article explores how scientific communication with disability can foster social inclusion through an awareness of the challenge of conveying ambiguous perceptions across fields. This is a timely topic because inclusive communication facilitates equity and subsequent participation in academic and socio-cultural settings by persons with disabilities; however, the existing body of literature does not take an approach that represents an intrinsic indeterminacy of human perceptions. Absent this intrinsic human quality, research results oversimplify abilities and failures to include persons with disabilities. My approach fulfills this gap by using plitogenic fuzzy soft sets, which is a more generalized mathematical construct to …

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Neutrosophic Sets And Systems, Vol. 92, 2025, Florentin Smarandache, Maikel Yelandi Leyva, Mohamed Abdel‑Basset Dec 2025

Neutrosophic Sets And Systems, Vol. 92, 2025, Florentin Smarandache, Maikel Yelandi Leyva, Mohamed Abdel‑Basset

Neutrosophic Sets and Systems

No abstract provided.

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Replacement And Reputation, Navin Kartik, Elliot Lipnowski, Harry Pei Dec 2025

Replacement And Reputation, Navin Kartik, Elliot Lipnowski, Harry Pei

Cowles Foundation Discussion Papers

Does electoral replacement ensure that officeholders eventually act in voters’ interests? We study a reputational model of accountability. Voters observe incumbents’ performance and decide whether to replace them. Politicians may be “good” types who always exert effort or opportunists who may shirk. We find that good long-run outcomes are always attainable, though the mechanism and its robustness depend on economic conditions. In environments conducive to incentive provision, some equilibria feature sustained effort, yet others exhibit some long-run shirking. In the complementary case, opportunists are never fully disciplined, but selection dominates: every equilibrium eventually settles on a good politician, yielding permanent …

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Applied Research In Field Crop Pathology For Indiana, 2021, Darcy E. P. Telenko, Sujoung Shim Dec 2025

Applied Research In Field Crop Pathology For Indiana, 2021, Darcy E. P. Telenko, Sujoung Shim

Purdue University Press Books

Applied Research in Field Crop Pathology for Indiana, 2021 serves as a summary of the applied field crop pathology research trials conducted in 2021 under the direction of the Purdue Field Crop Pathology program in the Department of Botany and Plant Pathology at Purdue University. In Indiana, there are more than 57,600 farms, 16,000 crop producers, and 900 certified crop advisers, Extension educators, and crop-protection industry representatives who manage more than 11.4 million crop-production acres with a total value of $6.3 billion annually. There are more than twenty diseases affecting corn, soybeans, and wheat that may decrease crop production and …

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Car-T Cell Therapy Milestones In Treating Hematologic Malignancies, Dusit Jit-Ueakul, Piyanuch Kongtim Dec 2025

Car-T Cell Therapy Milestones In Treating Hematologic Malignancies, Dusit Jit-Ueakul, Piyanuch Kongtim

Asian Medical Journal and Alternative Medicine

Chimeric Antigen Receptor T (CAR-T) cell therapy has emerged as a revolutionary treatment modality for hematologic malignancies, including acute lymphoblastic leukemia (ALL), non-Hodgkin lymphoma (NHL), and chronic lymphocytic leukemia (CLL). This innovative approach involves the genetic engineering of a patient's own T lymphocytes to express chimeric antigen receptors (CARs), which enables these cells to specifically recognize and eliminate malignant cells expressing target antigens. Clinical trials have demonstrated remarkable efficacy, with significant rates of complete remission and durable responses observed in patients who have relapsed or are refractory to conventional therapies. As advancements in CAR technology continue, there is potential for …

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Elucidating The Role Of Pbaf Chromatin Remodeling Subunit Arid2 In B Cell Development, Rachel Paolini Dec 2025

Elucidating The Role Of Pbaf Chromatin Remodeling Subunit Arid2 In B Cell Development, Rachel Paolini

Arts & Sciences Graduate Student Theses and Dissertations

B cells are key components of the adaptive immune system that mediate humoral immunity through the production of antigen-specific antibodies. The generation of functional B cells involves multiple stages of differentiation across distinct anatomical niches, requiring precise regulation of microenvironmental signals and intrinsic transcriptional networks. SWI/SNF chromatin remodeling complexes have emerged as key regulators of B cell lineage commitment by modulating the accessibility of transcriptional programs required for differentiation and maturation. However, the specific roles of individual SWI/SNF subunits and distinct complexes within early B cell differentiation remain poorly understood. In this thesis, I investigated the function of Arid2, an …

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The Tax Adviser, Volume 3, Number 11, November 1972, American Institute Of Certified Public Accountants Dec 2025

The Tax Adviser, Volume 3, Number 11, November 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.

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Some Practical Applications Of The New Disc Provisions (Part Ii) In, Walter A. Slowinski Dec 2025

Some Practical Applications Of The New Disc Provisions (Part Ii) In, Walter A. Slowinski

Tax Adviser

No abstract provided.

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Powering Up Clinical Practice: Mastering Clinical Literature Search Techniques In Embase For Pediatric Hospital Medicine Fellows, Evelyn Wang Dec 2025

Powering Up Clinical Practice: Mastering Clinical Literature Search Techniques In Embase For Pediatric Hospital Medicine Fellows, Evelyn Wang

HSLIC Faculty and Staff Instructional Resources

This didactic EMBASE session for Pediatric Hospital Medicine (PHM) fellows demonstrates how to translate pediatric clinical questions into EMBASE search strategies. It use of keywords and Emtree, proximity and Boolean operators, PV Wizard, device and drug searches, and workflows for organizing results to support clinical decision‑making

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The Impact Of Screen Time Patterns On Digital Behaviour And Productivity: A Data Analytics Study Across Age Groups, Maytha Alshamsi Dec 2025

The Impact Of Screen Time Patterns On Digital Behaviour And Productivity: A Data Analytics Study Across Age Groups, Maytha Alshamsi

Theses

The increasing incidence of screen time of all ages has generated a greater interest in the effect of screens on the human psyche. This paper looks at behavioural data of 2, 000 individuals aged 13-64 to investigate the predictability of a composite mental- health score by various modalities of screen-time, lifestyle and psychological charac- teristics. We determine, based on exploratory statistics, multivariate regression and su- pervised machine-learned models, that in as much as the influence of total screen time and social-media consumption has significant relationships with worse mental health, the effects are small when juxtaposed to those of lifestyle and …

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Investigating Ionic Liquid (Il)-Based Electrolytes In Li-Co2 Battery Performance, Kaden T. Gammon Dec 2025

Investigating Ionic Liquid (Il)-Based Electrolytes In Li-Co2 Battery Performance, Kaden T. Gammon

Mechanical Engineering and Materials Science Independent Study

This report discusses the results of an independent study that investigates the impact of ionic-liquid (IL) based electrolytes on Li-CO₂ battery performance. Three electrolytes were compared in this study at two temperatures: room temperature and 60 °C. The electrolytes tested were BMIM-DMSO (an IL-based electrolyte), TEGDME, and DMSO. The results indicate that the IL-based electrolyte enables better electrochemical reactions and achieves a higher discharge capacity than the other two electrolytes. This study also compared cathodes with different catalysts, emphasizing the importance of catalyst choice. The comparison showed that bismuth oxide combined with Vulcan carbon may serve as a strong catalyst …

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A Multi-Factor Quantum-Resistant And Privacy-Preserving Authentication Protocol For Decentralized Systems, Ahmed Kh. Zamil, Ammar D. Jasim Dec 2025

A Multi-Factor Quantum-Resistant And Privacy-Preserving Authentication Protocol For Decentralized Systems, Ahmed Kh. Zamil, Ammar D. Jasim

Mesopotamian Journal of CyberSecurity

This paper presents a Quantum-Resistant and Privacy-Preserving Authentication Protocol (PPAP) designed for decentralized systems. PPAP integrates lattice-based cryptographic primitives, particularly Module-Lattice Key Encapsulation Mechanisms (ML-KEM), addressing both quantum computing threats and stringent privacy requirements. The protocol introduces advanced identity masking techniques and a multi-factor authentication layer employing Cheon-Kim-Kim-Song (CKKS) homomorphic encryption, enabling secure and privacy-aware authentication that supports approximate knowledge-based factors such as biometrics and handwritten signatures. Rigorous formal analysis, including cryptographic proofs and automated verification using the Tamarin Prover, validates PPAP's resilience against classical and quantum adversaries, as well as common security threats such as replay attacks, impersonation, and …

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A Novel Of Bounded Zeghdoudi Distribution: Estimations, Simulation And Applications, Mohammed Elgarhy, Hanene Hamdani, Laxmi Prasad Sapkota, Ahmed M. Gemeay Dec 2025

A Novel Of Bounded Zeghdoudi Distribution: Estimations, Simulation And Applications, Mohammed Elgarhy, Hanene Hamdani, Laxmi Prasad Sapkota, Ahmed M. Gemeay

Mesopotamian Journal of CyberSecurity

In this article, we introduce a new unit Zeghoudi distribution, which is called the bounded Zeghoudi distribution (BZD), an innovative modification of the Zeghoudi distribution (ZD). This new suggested distribution retains the original ZD’s simplicity while improving modeling flexibility and accuracy for data constrained to the unit interval. The BZD displays numerous significant characteristics, including decreased, left-skewed, right-skewed, and unimodal probability density functions, but the hazard rate function can be J-shaped, U-shaped, and bathtub-shaped. Some important statistical features of the BZD, such as moments, mean, variance, moment generating function, lower and upper incomplete moments, mean residual life, mean inactivity time, …

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Effects Of Supplemental Led Lighting And Biofertilizer On Yield And Fruit Quality Of Japanese Strawberry Cultivars In Indonesia, Reginawanti Hindersah, Febby Fitriyani, Kenji Endo, Masakazu Nakayama, Syariful Mubarok, Gita Bina Nugraha Dec 2025

Effects Of Supplemental Led Lighting And Biofertilizer On Yield And Fruit Quality Of Japanese Strawberry Cultivars In Indonesia, Reginawanti Hindersah, Febby Fitriyani, Kenji Endo, Masakazu Nakayama, Syariful Mubarok, Gita Bina Nugraha

Jurnal Kultivasi

Growing strawberries in soilless substrates in the greenhouse relies on fertilizers and supplemental light to boost yield and fruit quality. The research evaluated the properties of the biofertilizer and its effectiveness on the yield of Japanese strawberry cultivars Nanatsuboshi and KS-75 under controlled greenhouse conditions, with and without light-emitting diodes (LED) as supplemental light. The cell viability and plant-growth-promoting properties of a liquid consortium biofertilizer consisting of nitrogen-fixing bacteria and phosphate-solubilizing microbes, were characterized. Laboratory analysis confirmed the biofertilizer's composition, and a greenhouse experiment using a completely randomized design tested treatments of biofertilizer, LED, and their combination. The biofertilizer contained …

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Content Aware Intra And Inter Prediction Using Texture And Motion Analysis, Yashaswi Karthik Reddy Danda Dec 2025

Content Aware Intra And Inter Prediction Using Texture And Motion Analysis, Yashaswi Karthik Reddy Danda

Theses

Modern video codecs rely on highly optimized block based intra and inter prediction frameworks,  in which block partitioning is determined through exhaustive rate distortion optimization (RDO)  searches. These exhaustive searches evaluate many possible block configurations to identify the  partitioning that minimizes overall rate distortion cost, and they have proven extremely effective  across diverse visual content. This thesis explores a complementary perspective by investigating  whether block partitioning can be guided more directly by content characteristics specifically,  texture complexity for intra prediction and motion complexity or motion density for inter  prediction.  For intra prediction, we introduce a texture adaptive approach that utilizes …

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Enhancing Advanced Persistent Threat Detection With Federated Learning And Neural Networks For Secure Cloud Computer Environment, Baydaa Flayyih Hasan, Wafaa Ayoub Kassara, Bushra Raad Zahi Dec 2025

Enhancing Advanced Persistent Threat Detection With Federated Learning And Neural Networks For Secure Cloud Computer Environment, Baydaa Flayyih Hasan, Wafaa Ayoub Kassara, Bushra Raad Zahi

Mesopotamian Journal of CyberSecurity

Rapid internet expansion and global cloud storage use have heightened the risk of stealthy, persistent, multi-stage Advanced Persistent Threats (APTs). Distributed and resource-limited cloud environments make identifying these stealthy and dynamic threats difficult for traditional Intrusion Detection Systems (IDSs). This paper present FedNN-APT, a Federated Learning (FL) and hybrid Neural Network (NN) APT detection system to overcome these difficulties. High detection accuracy and distributed, privacy-preserving training over several cloud devices are achieved by this approach. FedNN-APT integrates Gated Recurrent Units (GRUs) and Convolutional Neural Networks (CNNs) to learn temporal and spatial APT behavior features effectively. The framework trains local models …

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Zasada Minimalizacji A Zakres Wymiany Danych Ubezpieczeniowych Klienta W Projekcie Rozporządzenia W Sprawie Ram Dostępu Do Danych Finansowych (Fida), Bartosz Bigaj Dec 2025

Zasada Minimalizacji A Zakres Wymiany Danych Ubezpieczeniowych Klienta W Projekcie Rozporządzenia W Sprawie Ram Dostępu Do Danych Finansowych (Fida), Bartosz Bigaj

internetowy Kwartalnik Antymonopolowy i Regulacyjny (internet Quarterly on Antitrust and Regulation)

The purpose of the article is to critically assess the provisions on the scope of customer financial data exchange contained in the draft Financial Data Access Framework Regulation (FIDA) published by the EC on June 28, 2023, in the context of the principle of minimalism regulated by the GDPR Regulation. The author focuses on the potential benefits and risks of sharing customer information in the insurance market, including consumers in particular. The article provides a general analysis of the concepts of “open finance,” “open banking” and “open insurance,” as well as the principle of data minimalism from the RODO. Due …

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The Tax Adviser, Volume 3, Number 7, July 1972, American Institute Of Certified Public Accountants Dec 2025

The Tax Adviser, Volume 3, Number 7, July 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.

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Capital As A Material Income-Producing Factor For Purposes Of The Maximum Tax, W. E. Seago Dec 2025

Capital As A Material Income-Producing Factor For Purposes Of The Maximum Tax, W. E. Seago

Tax Adviser

No abstract provided.

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Some Practical Applications Of The New Disc Provisions, Walter A. Slowinski Dec 2025

Some Practical Applications Of The New Disc Provisions, Walter A. Slowinski

Tax Adviser

No abstract provided.

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