Digital Commons Network^™

Correcting Class Imbalance Through Synthetic Training Data And 3d Modeling For Carabid Pitfall Trap Sampling, Blair Mirka

Geography ETDs

Crowdsourced biodiversity data provide an accessible foundation for large-scale ecological monitoring, but class imbalance limits automated species identification, particularly for rare taxa. This research explores the use of synthetic training data generated from 3D models of carabid beetle museum specimens to improve detection and classification performance for underrepresented species in crowdsourced datasets. High-resolution 3D models were created to simulate variation in lighting, orientation, and background. These synthetic images were incorporated into convolutional neural network training datasets at varying synthetic-to-real ratios to assess their impact on classification accuracy. Models were evaluated using controlled pitfall-trap imagery to examine the influence of scene …

Powering Up Clinical Practice: Mastering Clinical Literature Search Techniques In Embase, Evelyn Wang

HSLIC Faculty and Staff Instructional Resources

This workshop guides clinical faculty and researchers through advanced literature search skills using EMBASE. Covers navigation, clinical question translation, keywords, Emtree terms, proximity/Boolean operators, pilot searches, result evaluation/organization, and pathway integration. Practical demonstrations and search tips included.

Wagon Tracks Volume 39, Issue 4 (Aug 2025)

Wagon Tracks

Contents

2 On the Cover: Symposium Logo, Survey Chain

4 Trail Writings: Chris Day

5 Joanne’s Jottings

7 In Memorium: Margaret Sears

8 In Memorium: Larry Justice

9 Nominees for Offices and Board of Directors

11 Upcoming Events

12-31 Thomas Mather's 1825 Diary Edited and Annotated by Steve Schmidt and Craig Crease

29 Chapter Reports

32 Calendar

Numerous Emerging Applications In N-Cylindrical Fuzzy Neutrosophic Topological Spaces, Basker P, Vennila J, Prakash V S, Ranjitha M, Shivakumar B. N, Thenmozhi K

Neutrosophic Sets and Systems

No abstract provided.

Topological Neutrosophic Analysis For Uncertainty Aware Thyroid Nodule Classification In Ultrasound Imaging, A. A. Salama, Huda E. Khalid, Ahmed K. Essa, H. Elagamy

Neutrosophic Sets and Systems

No abstract provided.

Modeling Social Evolution, Involution, And Indeterminacy: A Neutrosophic-Cultural Algorithm Approach, Antonios Paraskevas, Florentin Smarandache

Neutrosophic Sets and Systems

Neutrosophic Sociology, or Neutrosociology, is the study of sociology using neutrosophic scientific methods for understanding the dynamics of social systems within complex environments. When a social change occurs, the society evolves with respect to some parameters, regresses with respect to others, and remains the same or experiences an unclear change (indeterminacy) with respect to another set of parameters. This mirrors neutrosophic logic: true (��), neutral or indeterminate (ℐ), and false (ℱ). The main concept of cultural algorithms is a generalization of the idea that evolution has at its base both racial learning within species and social learning within human societies. …

On Neutrohyperrings And Neutroorderedhyperrings, Fakhry Asad Agusfrianto, Saba Al-Kaseasbeh, Mariam Hariri, Yudi Mahatma

Neutrosophic Sets and Systems

The notion of Neutrosophic sets first introduced by Smarandache in 1998 as a generalization of intu itionistic fuzzy sets. Furthermore, Al-Tahan in 2022 introduced the notion of NeutroHyperstructures. Inspired by this research, in this study, we extend NeutroAlgebra and NeutroOrderedAlgebra by introducing two new concepts: NeutroHyperring and NeutroOrderedHyperring. These new concepts enrich the existing framework by incorporating neutrosophic elements, enabling the exploration of complex relationships and uncertainties within algebraic and ordered structures. Furthermore, NeutroHyperring applications on the NeutroRing is also introduced.

Short Note Of Supertree-Width And N-Superhypertree-Width, Takaaki Fujita

Neutrosophic Sets and Systems

This paper investigates the properties of tree-width and related graph width parameters for n SuperHyperGraphs, a broader generalization of hypergraphs. By exploring concepts such as SuperHyperTree width and Hypertree-width, we aim to understand how these structures resemble tree-like formations. We also analyze the relevance of these width parameters in computational contexts, following extensive research in graph theory and hypergraph applications

A Comprehensive Discussion On Fuzzy Hypersoft Expert, Superhypersoft, And Indetermsoft Graphs, Takaaki Fujita

Neutrosophic Sets and Systems

Graph theory, a branch of mathematics, studies relationships among entities through vertices and edges. To capture the inherent uncertainties in real-world networks, Uncertain Graph Theory has evolved within this field. Soft Expert Graphs combine conventional graph theory with expert assessments, using fuzzy sets for vertices and edges, while allowing expert opinions to shape the uncertainties and relationships within the graph. Hypersoft Graphs extend this concept further by incorporating multi-attribute nodes that represent multiple distinct attribute values, enabling the modeling of more complex, multi-dimensional relationships. In this paper, we define the Hypersoft Expert Graph and explore its connections to other classes …

An Overview Of Neutrosophic Graphs, Nihar Ranjan Panda, Prasanta Kumar Raut, Amarendra Baral, Srikanta Kumar Sahoo, Sakya Singh Satapathy, Said Broumi

Neutrosophic Sets and Systems

A new area of study called "neutrosophic graph theory" uses neutrosophic logic to expand on traditional graph theory to include ambiguous, indeterminate, and uncertain information. This paper gives a thorough introduction to neutrosophic graphs, including their definition, components, uses, and difficulties. Neutrosophic graphs let you show and analyze relationships that aren't clear-cut because they give vertices and edges different levels of truth, indeterminacy, and falsity. Image processing, social network analysis, pattern recognition, and decision-making in the face of uncertainty all use neutrosophic graphs. However, we still need to resolve issues like interpretability and computational complexity. All things considered, neutrosophic graphs …

Neutrosophic Sets And Systems, Vol. 77, 2025, Florentin Smarandache, Mohamed Abdel-Basset, Maikel Leyva-Vázquez

Neutrosophic Sets and Systems

the whole volume of 77

A Certain Algebraic Structure Of Bipolar Single Value Neutrosophic Subgroups And Its Essential Properties, Yousef Al-Qudah, Abdullah Alsoboh, Eman Hussein, Faisal Al-Sharqi, Abdullrahman A. Al Maqbali

Neutrosophic Sets and Systems

No abstract provided.

A Probabilistic Plithogenic Neutrosophic Rough Set For Uncertainty-Aware Food Safety Analysis, Ruixuan Chen, Qun Liu, Yucang Zhang, Wuyin Weng

Neutrosophic Sets and Systems

No abstract provided.

Mr-Metric Spaces: Theory And Applications In Fractional Calculus And Fixed-Point Theorems, Abed Al-Rahman M.Malkawi, Ayat M. Rabaiah

Neutrosophic Sets and Systems

No abstract provided.

A Novel Approach For Neutrosophic Complete Graph And Neutrosophic Excellent Domination, Murugan Raji, Ponnaiah Tharaniya, Surapati Pramanik, G. Prabhu

Neutrosophic Sets and Systems

No abstract provided.

Sociocultural And Environmental Changes And Their Biological Impact On Nonelite Polish Individuals, Paige A. Lynch

Anthropology ETDs

This dissertation integrates isotopic, biodistance, and skeletal stress data from cemeteries, Gać and Pień to study health and survival in the Polish–Lithuanian Commonwealth (PLC). The PLC (16th–18th centuries) in Poland was marked by religious migration, social inequality, and environmental change. Chapter 2 used a multiproxy approach to identify migrant status: most at Pień were local, about half at Gać were migrants, often biologically related to locals. Chapter 3 used stable isotope analyses to find minimal sex-based dietary differences, except for Pień females’ higher millet intake, and showed that market access and feudal systems influenced subsistence strategies. Chapter 4’s survival analyses …

Risk Prediction In Dental Implants With Bone Substitutes Using A Hybrid Neutrosophic-Logistic Model: Managing Uncertainty In Clinical And Biomechanical Variables, Mónica Sofía Pallo Sarabia, Darwin Josue Cubi Masaquiza, Favio Nicholas Zúñiga Calderón, Luis Acosta Rueda

Neutrosophic Sets and Systems

Predicting risk for bone substitutes when using dental implants is a complicated task as no one can determine all clinical and biomechanical factors that will/may contribute to a successful treatment outcome. Yet the discipline has been establishing various means of prediction through traditional logistic regression. However, many do not acknowledge the unknowns--potential developments of one's biological response or biomaterial characteristics. This work seeks to adjust this issue through a novel approach to traditional logistic regression and neutrosophic logic, which, combined, can calculate levels of certainty, indeterminacy and uncertainty from one dataset. In this example, for example, the variables used for …

Assessing Viral Susceptibility In Tilapia Species Using Plithogenic Fuzzy Soft Set: A Multi-Expert Approach For Tilv, Raúl González Salas, Jhael Mikaela Gómez Ashqui, Marco Paúl Medina Valencia

Neutrosophic Sets and Systems

This research assessed tilapia species susceptibility to Tilapia Lake Virus (TiLV) via a new plithogenic fuzzy soft set (CFS). This mathematical conception offers a holistic assessment via biological, environmental, and epidemiological attributes, merging unknown and variable data across multiple researching experts. Thus, the findings emerged from controlled and field assessed mortality, viral titers, and microenvironments of up to five species processed through the CFS model to determine vulnerability rankings. CFS revealed Oreochromis niloticus was the most susceptible to TiLV with red hybrids second and O. mossambicus most resistant. In addition, the CFS model revealed specific parameters, including temperature and population …

A Multivariate Framework For Measuring International Mobility In Tertiary Education With Neutrosophic Sentiment Assessment, Álvaro Toledo-San-Martin, Claudio Ruff -Escobar, Purification Galindo-Villardon, Purificación Vicente-Galindo

Neutrosophic Sets and Systems

International mobility of tertiary education is vital for countries engaged in innovative educational research and those wishing to stay ahead in the field. However, cross-national comparisons face a challenge in methodology induced by the phenomenon's multi-dimensionality. This study analyzes the international mobility of tertiary education in 29 countries from 2013 to 2020 using international students as a percentage of enrollment as a primary dependent variable. The goal is to evaluate trends across nations and subsequently propose a composite index of the multi-dimensional phenomenon. A variety of multivariate analytical techniques were employed; for example, STATIS (Structuring de Tableaux À Trois) Statistics …

Prediction Of Therapeutic Response To Probiotics In Inflammatory Bowel Diseases With Neutrosophic Regression, Carlos Castañeda Guillot, Ronelsys Martínez Martínez, Yohan Manuel Mancha Alfonso

Neutrosophic Sets and Systems

Therapeutic prediction response to probiotics in the field of inflammatory bowel disease (IBD) has been a struggle for the gastroenterology field of studies. However, as IBD increases in the general population and varying reports of treatment response due to heterogeneous use of probiotics suggests greater predictive need. In addition, based on the multitude of articles currently published correlating the gut microbiome with disease pathology, there remains a theoretical gap in the literature. That is, the application of neutrosophic statistics to simulate the uncertainties experienced by biological information and later clinical real world data. This article seeks to fill that gap …

A Neutrosophic Algebraic Framework For Modeling The Interactive Communication Of Ethnic Music In The Internet Era, Xiaonan Zhang

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Locality-Based Algebraic Model For Evaluating Teaching Quality In Music And Dance Classes: Hybrid Human Performance As A Multidimensional Entity, Yuxi Guo, Yue Zhang

Neutrosophic Sets and Systems

No abstract provided.

Evaluating Curriculum Alignment In University-Level Organic Chemistry Programs Using N-Valued Neutrosophic Trapezoidal Numbers, Huaying Gao, Hongchang Liu

Neutrosophic Sets and Systems

No abstract provided.

Enhanced Multi-Criteria Dna Sequence Analysis Using Neutrosophic Logic And Deep Learning: An Integrated Approach For Comparison And Classification, Romany M. Farag, Mahmoud Y. Shams, Dalia A. Aldawody, Hazem M. El-Bakry, Huda E. Khalid, Ahmed K. Essa, A. A. Salama

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Superhyper Number Framework For Accurate Statistical Evaluation Of Financial Performance In High-Tech Enterprises, Yujuan Xie

Neutrosophic Sets and Systems

No abstract provided.

Request For Modification 25-031 To The Long-Term Monitoring And Maintenance Plan Of The Mixed Waste Landfill And The Resource Conservation And Recovery Act Facility Operating Permit Renewal Request, Sandia National Laboratories/New Mexico, Epa Id Nm5890110518, Sandia National Laboratories/Nm Snl

Facilities-Units

The Department of Energy/National Nuclear Security Administration (DOE/NNSA) and Sandia National Laboratories, New Mexico (SNL/NM) have requested modifications to the Resource Conservation and Recovery Act Facility Operating Permit (Permit) for Sandia National Laboratories/New Mexico. The requested modifications consist of revisions to the Mixed Waste Landfill (MWL) Long-Term Monitoring and Maintenance Plan (LTMMP), which is incorporated by reference into Permit Attachment M, "Long-Term Monitoring and Maintenance Plan for Solid Waste Management Units and Areas of Concern Granted Corrective Action Complete with Controls." The MWL is also known as Solid Waste Management Unit (SWMU) 76.

The DOE/NNSA and SNL/NM propose to update …

Missing Value Estimation And Analysis In Neutrosophic Rbd, Masum Raj, S. C.Malik, Rahul Thakur

Neutrosophic Sets and Systems

No abstract provided.

A Novel Neutrograph Model For Dynamic Systems: Advancing Neutrostructures With Partially False Axioms In Interactive Digital Installation Art Design, Ziyuan Liu, Yixi Peng

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Reversibility Tensor Model For Analyzing Quality Dynamics In Academic Discipline Construction At Local Application-Oriented Universities Based On Artificial Intelligence Technology, Chang Liu

Neutrosophic Sets and Systems

No abstract provided.

Advancing Breast Cancer Diagnosis: A Comprehensive Machine Learning Approach For Predicting Malignant And Benign Cases With Precision And Insight In A Neutrosophic Environment Using Neutrosophic Numbers, Nihar Ranjan Panda, R. Rajalakshmi, Surapati Pramanik, Mana Donganont, Prasanta Kumar Raut

Neutrosophic Sets and Systems

No abstract provided.