Digital Commons Network^™

Fruit Identification Using Improved Faster R-Cnn Model, Jian Yanping, Sang Yanli, Li Yueru

Food and Machinery

Objective: To improve the identification accuracy of fruit categories. Methods: An identification method for fruit categories was established based on an improved Faster regional convolutional neural network （Faster R-CNN） model. Firstly, the regularization method was used to attenuate the weight of some high-dimensional parameters to effectively solve the over-fitting problem that may occur in the training process. Then, two loss functions, a likelihood function and a regularization function, were added to the Faster R-CNN framework to optimize the convolution layer and the pooling layer. Additionally, the least square method was utilized to solve the objective function of fruit recognition. Finally, …

Research Status And Prospect Of Mechanized Hulling Device For Camellia Oleifera Fruit, Wu Junyi, Wang Yi, Xiong Pingyuan, Ruan Jieying, Liao Zhiqiang

Food and Machinery

The traditional hulling of Camellia oleifera fruit is mainly manual, with high work intensity, high labor cost and low production efficiency. Mechanized hulling is the inevitable trend of modernization of Camellia oleifera industry. The existing hulling device of Camellia oleifera fruit has poor universality, low hulling rate and high seed kernel breakage rate, which affects the popularization of mechanized hulling technology of Camellia oleifera. By comparing the existing hulling methods of Camellia oleifera, the structure and working principle of each hulling device were analyzed, their advantages and disadvantages were summarized, and their development direction was prospected.

Fast Traceability Detection Of Astragalus Membranaceus Based On The Combination Of Electronic Tongue And Electronic Eye To Improve Mobilenetv3, Jin Xin-Ning, Liu Ming, Sang Heng-Liang, Ma Yun-Xia, Wang Zhi-Qiang

Food and Machinery

Objective: To realize the rapid traceability detection of Astragalus membranaceus from different origins. Methods: This study proposed a rapid detection method for the origin of Astragalus membranaceus based on the improved MobileNetv3 network based on the combination of electronic tongue and electronic eye. The electronic tongue and electronic eye were used to collect the one-dimensional fingerprint and two-dimensional appearance image information of different samples of Astragalus membranaceus. The Gramian Angular Field (GAF) was used to convert the one-dimensional electronic tongue signal into two-dimensional image information, retain the time series related features in the electronic tongue signal, and then fused …

Dynamic Mechanism Of Science Based Technological Innovation And Industrial Evolution—Take Semiconductor, Digital Computer And Radio Technologies As Examples, Yi Zhang, Qiang Yan

Bulletin of Chinese Academy of Sciences (Chinese Version)

By studying the technological innovation and industrial development process of semiconductor, digital computer and radio, this study analyzes the path, conditions and force of science-based technological innovation and its industrialization, establishes a chain reaction model of large-scale technological innovation and diffusion, and compares it with market-based technological innovation. It is found that the large-scale aggregation of scientific research institutions and industrial laboratories accelerates the speed of technological innovation, and diffuses along two paths of scientific research institutions to enterprises and enterprises to enterprises, forming a chain reaction of large-scale technological innovation. Strategic demand is the basic driving force for the …

Cooperation Achievements And Outlook Of Oil And Gas Exploration And Development Under The Belt And Road Initiative, Zuoqian Wang, Qing Wei, Zhe Fan, Xi Chen, Yun Peng, Baolei Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

This year marks the 10th anniversary of the Belt and Road Initiative proposed by General Secretary Xi Jinping. Taking the initiative as an opportunity, China’s oil companies have accumulated rich experience by accelerating their overseas deployment and carrying out extensive cooperation with countries along the route in the field of oil and gas energy. This study reviews the fruitful achievements of China’s oil companies in the transnational oil and gas exploration and development cooperation under the Belt and Road Initiative, summarizes the cooperation status and analyzes the potential and opportunities presented in the cooperation. In response to many challenges, such …

Strategy Choices Of Science And Technology Development Of China’S Industries Of Future, Kaihua Chen, Zhuo Feng, Jin Kang, Jie Yang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The industries of the future (IOF) that cater to the new demands and scenarios of economic society significantly rely on breakthroughs in disruptive cutting-edge technologies, therefore, it is crucial to study the demands of future industrial technology development and management in order to make strategic choices for technology. This study finds that the science and technology development of IOF impetus is reflected in three aspects: the supply of science and technology factors, the cultivation of science and technology scenarios, and the assurance of science and technology policies. The development direction depends on breakthroughs in emerging and significant frontier of science …

Decentralized Science (Desci): A New Paradigm For Diverse And Sustainable Scientific Development, Feiyue Wang, Wenwen Ding

Bulletin of Chinese Academy of Sciences (Chinese Version)

The rise of artificial intelligence for science (AI4S) has made it particularly important and urgent to ensure the openness, fairness, impartiality, diversity, and sustainability of scientific systems. This is significant to the discourse power and leadership of countries in global innovation and industrial revolution, and also affects the security, stability, and sustainable development of a community with a shared future for mankind. To address these challenges, AI4S needs to adopt new scientific organizational and operational methods. Decentralized science (DeSci) has emerged to vitalize AI4S and provide strong support, effectively addressing issues such as information silos, biases, unfair distribution, and monopolies …

Ten-Year Review And Outlook For International Science Program—Integrated Research On Disaster Risk (Irdr), Huadong Guo, Fang Chen, Qunli Han, Jie Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Integrated Research on Disaster Risk (IRDR) Program is a 10-year international science program initiated by International Council of Scientific Unions (ICSU), International Social Sciences Council (ISSC), and United Nations Office International Strategy for Disaster Reduction (UNISDR). In 2009, International Programme Office (IPO) of IRDR Program successfully applied by China Association for Science and Technology in Beijing, became the first office of ICSU Interdisciplinary Body hosted in Asia. IRDR Program has been implemented for ten years, and it has become the flagship program for global integrated research on disaster risk, established an extensive global disaster risk comprehensive research network, and formed …

Age-Associated Spinal Stenosis In The Turquoise Killifish, Su-Hyeon Cho, Seongsin Lee, Jae-Il Park, Yoon La Yang, Song-Rae Kim, Hoibin Jeong, Nayoung Gwak, Kil-Nam Kim, Yumi Kim

Faculty, Staff and Student Publications

Aging triggers spinal degeneration, including common spinal stenosis, which causes back and leg pain in older individuals, significantly impacting their quality of life. Here, we explored aging traits in turquoise killifish spines, potentially offering a model for age-linked spinal stenosis in humans. Aged turquoise killifish exhibited body shape deformation and increased vertebral collapse, which was further accelerated by spawning. High-resolution CT scans revealed suppressed cortical bone thickness and hemal arch area in vertebrae due to spawning, and osteophyte formation was observed in both aged and breeding fish populations. Scale mineralization mirrored these changes, increasing with age but being suppressed by …

Focalizing Regions Of Biomarker Relevance Facilitates Biomarker Prediction On Histopathological Images, Jiefeng Gan, Hanchen Wang, Hui Yu, Zitong He, Wenjuan Zhang, Lianghui Zhu, Zongwei Zhou, Alan Yullie, Xiang Bai, Mingwei Wang, Dehua Yang, Yanyan Chen, Guoan Chen, Joan Lasenby, Chao Cheng, Jia Wu, Jianjun Zhang, Xinggang Wang, Yaobing Chen, Guoping Wang, Tian Xia

Faculty, Staff and Student Publications

Image-based AI has thrived as a potentially revolutionary tool for predicting molecular biomarker statuses, which aids in categorizing patients for appropriate medical treatments. However, many methods using hematoxylin and eosin-stained (H&E) whole-slide images (WSIs) have been found to be inefficient because of the presence of numerous uninformative or irrelevant image patches. In this study, we introduced the region of biomarker relevance (ROB) concept to identify the morphological areas most closely associated with biomarkers for accurate status prediction. We actualized this concept within a framework called saliency ROB search (SRS) to enable efficient and effective predictions. By evaluating various lung adenocarcinoma …

Stepwise Implementation Of 2d Synthesized Screening Mammography And Its Effect On Stereotactic Biopsy Of Microcalcifications, Shuping Yu

Faculty, Staff and Student Publications

Electromagnetic wave absorbing materials (EWAMs) have made great progress in the past decades, and are playing an increasingly important role in radiation prevention and antiradar detection due to their essential attenuation toward incident EM wave. With the flourish of nanotechnology, the design of high-performance EWAMs is not just dependent on the intrinsic characteristics of single-component medium, but pays more attention to the synergistic effects from different components to generate rich loss mechanisms. Among various candidates, carbides and carbon materials are usually labeled with the features of chemical stability, low density, tunable dielectric property, and diversified morphology/microstructure, and thus the combination …

Actinide-Lanthanide Single Electron Metal-Metal Bond Formed In Mixed-Valence Di-Metallofullerenes, Yingjing Yan, Laura Abella, Rong Sun, Yu-Hui Fang, Yannick Roselló, Meihe Jin, Coen De Graaf, Qingyu Meng, Yang-Rong Yao, Luis Echegoyen, Bing-Wu Wang, Song Gao, Josep M Poblet, Ning Chen

Faculty, Staff and Student Publications

Understanding metal-metal bonding involving f-block elements has been a challenging goal in chemistry. Here we report a series of mixed-valence di-metallofullerenes, ThDy@C2n (2n = 72, 76, 78, and 80) and ThY@C2n (2n = 72 and 78), which feature single electron actinide-lanthanide metal-metal bonds, characterized by structural, spectroscopic and computational methods. Crystallographic characterization unambiguously confirmed that Th and Y or Dy are encapsulated inside variably sized fullerene carbon cages. The ESR study of ThY@D3h(5)-C78 shows a doublet as expected for an unpaired electron interacting with Y, and a SQUID magnetometric study of ThDy@ …

Camera Assisted Monitoring Device As A Tool To Reduce Falls In Inpatient Adults: An Integrative Review, Pamela Oriaifo

Doctoral Dissertations and Projects

Background: Adult inpatient falls remain a significant challenge in many hospitals, resulting in poor quality of life and severe financial burden. There have been tremendous efforts to curb the number of falls ranging from environmental modification, clinician education, review of medications, and use of assistive devices. One such assistive device is the use of camera monitoring systems. This systemic review scopes camera/video-assisted fall prevention programs in hospitals. It was hypothesized that camera/video-assisted fall prevention programs would reduce adult inpatient fall and costs significantly. The outcomes of camera or video-assisted fall prevention programs were considered in some hospital settings. Method: The …

The Connection Of The Pulpit And Church Growth Within Churches Of Christ In Texas, Jacob Daniel Hawk

Doctoral Dissertations and Projects

The numerical decline of church attendance in America has been a grave concern for decades, but it was only enhanced by the COVID-19 pandemic. Churches of Christ (COC), a nondenominational religious group born from the Restoration Movement, are not immune to this crisis, having experienced substantial decay within their own fellowship. However, a specific question has not been considered critically. Do COC grow numerically based on the preaching and pastoring of the lead minister? Can dynamic preaching and passionate pastoring repeal the trend of numerical decline? The purpose of this qualitative phenomenological study was to explore if a potential connection …

Learning Professionals That Leverage Learner Agency As An Asynchronous Instructional Design Strategy: A Phenomenological Study, Misha A. Mixon

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to understand asynchronous online professional learning for adults that maximizes learner agency through non-linear instructional design strategies by the lived experiences of Learning and Development professionals. The theory guiding this study is Malcolm Knowles’ theory of andragogy, as it speaks to the unique characteristics of adult learners and is the lens by which the creation of asynchronous learning experiences that maximize learner agency can be viewed. The central research question investigates the lived experiences of learning professionals who create asynchronous online professional learning for adults that maximizes learner agency through non-linear instructional …

Method And System For Controlled Information Disclosure Based On User Context Using Principles Of Just-In-Time And Just-Enough-Access, Sachin Cherian Mathew, Ying Teo

Defensive Publications Series

The present disclosure discloses a system and method to controlled information disclosure based on user context using principles of Just-In-Time and Just-Enough-Access, during package transportation. The system includes a unique identifier generator module for receiving transportation information, associated with a package, and generates a machine-readable unique identifier. The generated unique identifier is stored in a database and placed on the package. Upon receiving the package at the shipper sites, the unique identifier on the package is scanned using a scanning device with a GPS module and the information is provided to a computing unit, for computing and retrieving information about …

Habit-Tracking Application For Individuals With Attention Deficit Hyperactivity Disorder (Adhd), Hannah Wishon

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

This project aims to create a habit-tracking app that would cater to the needs of those with ADHD while being accessible enough to be used by the general, neurotypical public.

Optimization Of Scaffolds For Supporting The Growth Of Skin Cells, Trenton A. Howard

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

No abstract provided.

Studazon, Gage Stevens, Michelle Thoi, Umangkumar Patel, Gavin Minney

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

Studazon is a book listing for students to list textbooks they no longer need. Studazon acts as an advertising site to help connect students who have textbooks with students who need those textbooks.

Roguelike Development, Luke Speicher

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

I started the process of Game Development on an arena-based roguelike game, using the Construct 3 engine for the development. This included documents with the design process timeline, as well as design documents for content within the game.

Semiotic Analysis Of Library Homepages: A Case Study Of The University Of Management And Technology (Umt), Lahore, Pakistan., Mariym Muhammad Muhammad Ismail Miss, Muhammad Waseem Zia Mr, Kamaluddeen Isa El-Kalash

Library Philosophy and Practice (e-journal)

Abstract

Purpose- Signs and symbols play important roles in our lives because they help us to convey messages even without written words. With the invention of the internet and the evolution of web technologies, the universe became a global village because the internet facilitated a better and faster avenue for human communication. In libraries and allied information science terrains, the internet fostered the use of Websites, to portray the intellectual contents that are domiciled in them. On the library websites, users can ascertain the timings, collections, policies etc. of a particular library because the icons that are visible on a …

Metaverse Key Requirements And Platforms Survey, Akbobek Abilkaiyrkyzy, Ahmed Elhagry, Fedwa Laamarti, Abdulmotaleb El Saddik

Computer Vision Faculty Publications

The growing interest in the metaverse has led to an abundance of platforms, each with its own unique features and limitations. This paper's objective is two-fold. First, we aim at providing an objective analysis of requirements that need to be fulfilled by metaverse platforms. We survey a broad set of criteria including interoperability, immersiveness, persistence, multimodal and social interaction, scalability, level of openness, configurability, market access, security, and blockchain integration, among others. Second, we review a wide range of existing metaverse platforms, and we critically evaluate their ability to meet the requirements listed. We identify their limitations, which must be …

Issue 429: October 19-November 2, 2023, The Local Voice

The Local Voice

No abstract provided.

Spartan Daily, October 19, 2023, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2023

Volume 161, Issue 26

The Indiana Statesman, October 19, 2023, Indiana State University

Student Newspaper

Biden vows aid for Gaza, backs Israel; WZIS station DJ nominated for award; Welkom to South Africa: A study tour; Julia Bruce to be parade general marshal

3-Dimensional Quartic Bézier Curve Approximation Model By Using Neutrosophic Approach, Siti Nur Idara Rosli, Mohammad Izat Emir Zulkifly

Neutrosophic Systems with Applications

In a 3-dimensional data collection process, there exists noise data that cannot be included to visualize the process. Therefore, it is difficult to deal with since fuzzy set and intuitionistic fuzzy set theories did not consider the indeterminacy problem. However, using a neutrosophic approach with three memberships: truth, false, and indeterminacy membership function, the error data will be treated as uncertain data by using the indeterminacy degree. Thus, this study will visualize the 3-dimensional quartic Bézier curve model by using neutrosophic set theory. To construct the model, the neutrosophic quartic control point must first be introduced to approximate the neutrosophic …

Logic Technology Development Llc V. Fda

2023 Decisions

Agency

We Can Work It Out: Forensic Musicology Methods, Joe Bennett

Faculty Works

In this chapter, I will argue that forensic musicology (FM) practice can answer this question by combining comparative musical analysis and repertoire research, contextualised within an understanding of how songwriters and composers create and how listeners hear. In doing so, I shall identify the methodological and phenomenological traps into which courts and juries can fall and suggest ways in which these can be anticipated and circumvented.

2.12: Gradient-Based Method, Donald V. Chase

Textbook: Methods for Solving Hydraulic Networks

Chapter in Methods for Solving Hydraulic Networks

Vista: October 19, 2023, University Of San Diego

USD Vista (1965-)

No abstract provided.