cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Prediction of Consumer Credit Risk Via Machine Learning Algorithm
Creators: name: Riff, Annur Syafiqah
Publisher: name: Monash University
Year: 2022
Subjects: classificationCode: 461199
subject: Machine learning not elsewhere classified
classificationCode: 350301
subject: Business analytics

description: This thesis includes research on the development of a credit score model for assessing creditworthiness. The work focused primarily on the issue of imbalanced class credit datasets, which can have a negative impact on the performance of the credit score model. In an effort to address the issue, this study attempted to create an optimized ensemble model that combines the resampling technique, ensemble classifier, and dynamic threshold. In addition, the technique for interpreting the prediction output was explored.
sj-docx-1-jtt-10.1177_1357633X221110368 - Supplemental material for Parent and provider satisfaction of telehealth in pediatric surgical subspecialty care: A systematic review
Creators: name: Gudipudi, Rachana
name: Jungbauer, Walter Nicholas
name: Brennan, Emily
name: Pecha, Phayvanh P
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified

description: Supplemental material, sj-docx-1-jtt-10.1177_1357633X221110368 for Parent and provider satisfaction of telehealth in pediatric surgical subspecialty care: A systematic review by Rachana Gudipudi, Walter Nicholas Jungbauer Jr, Emily Brennan, and Phayvanh P Pecha in Journal of Telemedicine and Telecare
Additional file 3 of Estimation of genetic variation in vitiligo associated genes: Population genomics perspective
Creators: name: Bharti, Neeraj
name: Banerjee, Ruma
name: Achalare, Archana
name: Kasibhatla, Sunitha Manjari
name: Joshi, Rajendra
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Supplementary Figure 02: Distribution of vitiligo associated SNP frequency from prominent databases and literature across super-populations / populations reported in 1000 Genome and IndiGenomes project
Additional file 4 of Estimation of genetic variation in vitiligo associated genes: Population genomics perspective
Creators: name: Bharti, Neeraj
name: Banerjee, Ruma
name: Achalare, Archana
name: Kasibhatla, Sunitha Manjari
name: Joshi, Rajendra
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Supplementary Figure 03: Enriched and depleted pattern of significant variation in 117 SNPs of vitiligo in across populations reported in 1000 Genome and IndiGenomes project
sj-pdf-1-hij-10.1177_19401612211009160 - Supplemental material for Avenues to News and Diverse News Exposure Online: Comparing Direct Navigation, Social Media, News Aggregators, Search Queries, and Article Hyperlinks
Creators: name: Wojcieszak, Magdalena
name: Menchen-Trevino, Ericka
name: Goncalves, Joao F. F.
name: Weeks, Brian
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications
subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, sj-pdf-1-hij-10.1177_19401612211009160 for Avenues to News and Diverse News Exposure Online: Comparing Direct Navigation, Social Media, News Aggregators, Search Queries, and Article Hyperlinks by Magdalena Wojcieszak, Ericka Menchen-Trevino, Joao F. F. Goncalves and Brian Weeks in The International Journal of Press/Politics
Multiple Classifier Systems for Touch-based Continuous Mobile Device Authentication
Creators: name: BIN ZAIDI, AHMAD ZAIRI
Publisher: name: Monash University
Year: 2021
Subjects: classificationCode: 460407
subject: System and network security

description: In this research, we proposed a Dynamic Selection (DS) classification technique based on the concept of Multiple Classifier Systems to select the most optimum classifier(s) to perform user classification for touch-based continuous mobile device authentication. The technique generates a pool of accurate and diverse classifiers and select the most optimum ones from the pool to perform the classification task for each touch stroke. Our findings show that DS methods outperformed static classifiers with a relatively lower equal error rate and are more consistent than most static classifiers.
Additional file 1 of Whole-exome sequencing enables rapid and prenatal diagnosis of inherited skin disorders
Creators: name: Xintong, Zhu
name: Kexin, Zhang
name: Junwen, Wang
name: Ziyi, Wang
name: Na, Luo
name: Hong, Guo
Publisher: name: figshare
Year: 2023
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Supplementary Material 1
CDH Project Charter — Simulating risk, risking simulations 2022-2023
Creators: name: Koeser, Rebecca Sutton
name: Buchak, Lara
name: Ermolaev, Natalia
Publisher: name: Center for Digital Humanities at Princeton
Year: 2023
Subjects: Project Charter

description: Project charter for CDH Research Partnership - Simulating risk, risking simulations 2022-2023.

The charter is the foundational document that describes the rationale, goals, plan of work, resources needed, terms and conditions, and outcomes of a Center for Digital Humanities at Princeton (hereafter CDH) project. Charters are written by core members of a project team in a series of planning meetings taking place over the course of a month. The planning process is intensive, collaborative, and requires substantial input from everyone on a team. Charters serve as formalized agreements among all team members on such crucial questions as scope, technical design, infrastructural needs, and success criteria.

This is a digital copy of a “living document” at a single point in time. Charters are amended as necessary throughout the project lifecycle to document major changes and serve as part of the CDH project archive. CDH charters and their planning documents exist in several forms as we have refined them over the years and tailored them to the several types of projects we have supported. For more about CDH project management, including the charter process, visit: https://cdh.princeton.edu/research/project-management.
Improved Semantic Features for Automated Essay Scoring with Hybrid Topic Modeling Approach
Creators: name: TAN, JIH SOONG
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 460208
subject: Natural language processing
classificationCode: 461199
subject: Machine learning not elsewhere classified
classificationCode: 461103
subject: Deep learning

description: This thesis proposes a hybrid Automated Essay Scoring (AES) model with two new semantic features, content detection and sentence similarity towards prompt. For content detection, the work implements Latent Dirichlet Allocation (LDA) topic modelling algorithm to identify how well the content of a particular essay is in relation to all the other essays. For sentence similarity towards the prompt, the work implements the transformer model's embedding to determine if the essay is written surrounding a given prompt. The proposed model outperforms the existing state-of-the-art solutions in the long essay segment.
Physical Tampering Detection for Identification Documents
Creators: name: YAP, CALVIN
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 460306
subject: Image processing
classificationCode: 460304
subject: Computer vision

description: Due to the recent pandemic, electronic know-your-customer (e-KYC) technologies have enabled business continuity for various sectors. In the case of Malaysia, the Malaysia National Identity card (MyKad) is often used for identity verification purposes. However, when presenting MyKad online, the uploaded MyKad could be an image of the actual MyKad taken a few years back, a printout of a legit MyKad, or a digitally/physically tampered MyKad. This research aims to detect non-genuine MyKad. Specifically, we consider the unique colour count, the surface roughness score (i.e., complexity), and local binary patterns (LBP) of the received MyKad image to make inferences.
Doing Battle with the Sun: Lessons From LEO and Operating a Satellite Constellation in the Elevated Atmospheric Drag Environment of Solar Cycle 25
Creators: name: Shambaugh, W. Scott
Publisher: name: arXiv
Year: 2024
Subjects: subject: Space Physics (physics.space-ph)
subject: FOS: Physical sciences

description: Capella Space, which designs, builds, and operates a constellation of Synthetic Aperture Radar (SAR) Earth-imaging small satellites, faced new challenges with the onset of Solar Cycle 25. By mid-2022, it had become clear that solar activity levels were far exceeding the 2019 prediction published by the National Atmospheric and Oceanic Administration's (NOAA) Space Weather Prediction Center (SWPC). This resulted in the atmospheric density of low Earth orbit (LEO) increasing 2-3x higher than predicted. While this raises difficulties for all satellite operators, Capella's satellites are especially sensitive to aerodynamic drag due to the high surface area of their large deployable radar reflectors. This unpredicted increase in drag threatened premature deorbit and reentry of some of Capella's fleet of spacecraft.
 This paper explores Capella's strategic response to this problem at all layers of the satellite lifecycle, examining the engineering challenges and insights gained from adapting an operational constellation to rapidly changing space weather conditions. A key development was the implementation of "low drag mode", which increased on-orbit satellite lifetime by 24% and decreased accumulated momentum from aerodynamic torques by 20-30%. The paper shares operational tradeoffs and lessons from the development, deployment, and validation of this flight mode, offering valuable insights for satellite operators facing similar challenges in LEO's current elevated drag environment.
description: 20 pages, 12 figures. Presented at the 4S Symposium in Palma, Spain on May 27, 2024
sj-docx-1-scx-10.1177_10755470221111558 – Supplemental material for Cutting the Bunk: Comparing the Solo and Aggregate Effects of Prebunking and Debunking Covid-19 Vaccine Misinformation
Creators: name: Amazeen, Michelle A.
name: Krishna, Arunima
name: Eschmann, Rob
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications
subject: Science Policy

description: Supplemental material, sj-docx-1-scx-10.1177_10755470221111558 for Cutting the Bunk: Comparing the Solo and Aggregate Effects of Prebunking and Debunking Covid-19 Vaccine Misinformation by Michelle A. Amazeen, Arunima Krishna and Rob Eschmann in Science Communication
Additional file 1 of RGB image-based method for phenotyping rust disease progress in pea leaves using R
Creators: name: Osuna-Caballero, Salvador
name: Olivoto, Tiago
name: Jiménez-Vaquero, Manuel A.
name: Rubiales, Diego
name: Rispail, Nicolas
Publisher: name: figshare
Year: 2023
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Additional file 1. Histograms showing disease parameters distributions. Red, yellow, and green arrows indicate the values for GEN261, GEN56 and GEN62, respectively.
Novel Scattering Power Decomposition Techniques For Full And Compact Polarimetric Sar Data
Creators: name: Arnab Muhuri
name: Shaunak De
name: Surendar Manickam
name: Swinky Dhingra
name: Siddharth Hariharan
name: Abhishek Maity
name: Debanshu Ratha
name: Avik Bhattacharya
Publisher: name: Zenodo
Year: 2016
Subjects: SAR
Decomposition
SDY4O
AG4U

description: In this poster we present novel scattering power decomposition techniques for full and compact polarimetric SAR data. • SDY4O Polarimetric SAR Decomposition • AG4U Polarimetric SAR Decomposition • New Compact Polarimetric SAR Decomposition (S-Ω) • Compact Polarimetric SAR Decomposition: Modified m-χ
description: {"references": ["A. Bhattacharya, A. Muhuri, S. De, S. Manickam and A. C. Frery, \"Modifying the Yamaguchi Four-Component Decomposition Scattering Powers Using a Stochastic Distance,\" in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 7, pp. 3497-3506, July 2015", "A. Bhattacharya, G. Singh, S. Manickam and Y. Yamaguchi, \"An Adaptive General Four-Component Scattering Power Decomposition With Unitary Transformation of Coherency Matrix (AG4U),\" in IEEE Geoscience and Remote Sensing Letters, vol. 12, no. 10, pp. 2110-2114, Oct. 2015", "A. Bhattacharya, S. De, A. Muhuri, M. Surendar, G. Venkataraman, and A. K. Das. \"A new compact polarimetric SAR decomposition technique.\" Remote Sensing Letters 6, no. 12 (2015): 914-923", "S. Dhingra, A. Bhattacharya, \"A Modified m-\u03c7 Decomposition for Compact Polarimetric SAR Data\", 46th Lunar and Planetary Science Conference, 2015, Abstract No. 1837"]}
'Suddenly You Are Told That You Are Leaders.' The Framing Of Leadership Among Members Of Feminist Ngos In New Delhi
Creators: name: List, Inga Marie
Publisher: name: Zenodo
Year: 2015
Subjects: Buzzword
Feminism
Feminist leadership
Feminist NGOs
Framing
India
Leadership
New Delhi
NGOisation
WPR

description: Leadership is often proposed as a key solution for social change, although the actual meaning remains unclear. By studying leadership in the context of Indian feminist NGOs’ hybridity, situated in-between Western structures and the values of the Indian Women’s Movement, I intended to deepen our understanding of the lived meaning of leadership and followership, beyond its buzzword character. Through an embedded single-case study of the feminist NGO circle in New Delhi, using semi-structured interviews, I explored how leadership is framed by their members, and what this implies for their everyday leadership experiences. In a cross-case analysis, I found that the members’ leadership frames were mostly positive, yet contradictory. Their frames, influenced by feminist thought, emphasised agency by seeing everyone as a leader of their own life. However, they also applied more conventional understandings of leadership that acknowledge their group context and ascribe more power to the leader. The members highlighted their feminist identity by speaking about feminist leadership. I argued that the accelerating process of NGOisation hinders this aspirational concept to flourish. By strengthening feminist leadership in theory and practice, especially examining followers’ roles in the process, I hope that we will inspire others to lead and follow like feminists.
description: This thesis was written as part of the LUMID International Master programme in applied International Development and Management at Lund University (Sweden).
New Reference Intervals For Cortisol, Cortisol Binding Globulin And Free Cortisol Index In Women Using Ethinyl Estradiol: Exclusion Criteria.
Creators: name: Panton, Kristine Kollerøs
name: Mikkelsen, Gustav
name: Irgens, Wenche Øiestad
name: Hovde, Ann Kristin
name: Killingmo, Marte Wien
name: Øien, Monja Airin
name: Thorsby, Per Medbøe
name: Åsberg, Arne
Publisher: name: Zenodo
Year: 2018
Subjects: Cortisol
Ethinyl estradiol

description: This file is one of the two supplemental data files attached to the article "New reference intervals for cortisol, cortisol binding globulin and free cortisol index in women using ethinyl estradiol". The file contains a list of exclusion criteria.
Natural Language Processing in Support Systems: Applications of Knowledge Graph and Machine Learning
Creators: name: TAN, KUOK XUEN
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 460902
subject: Decision support and group support systems
classificationCode: 460208
subject: Natural language processing
classificationCode: 461199
subject: Machine learning not elsewhere classified
classificationCode: 460299
subject: Artificial intelligence not elsewhere classified

description: Support Systems are used widely and they contain a vast amount of text data. Organizing and extracting information from these systems are significant challenges faced in the industry. Hence, this thesis develops practical solutions to address the challenges, using ideas from Natural Language Processing.
D1.1.3. State of the art review and initial design of 6GSMART cloud continuum (M17) - Cloud perspective
Creators: name: Atos (Spain)
Publisher: name: Zenodo
Year: 2023

description: This document provides a report on the State of the Art review on the Cloud Continuum concept and the considerations for large scale implementation of hyper-distributed applications from the perspective of application developers and presents a preliminary system architecture design of a Cloud Continuum orchestration framework.This document is the results of project task 6GSMART-SP1-L2-T1.1.2: Revisión del estado del arte y diseño inicial del cloud continuo de 6GSMART, bajo la perspectiva de un desarrollador de tecnologías cloud described in the project´s execution plan. The work reported on this document serves as a basis of work towards a final architecture that will be reported on deliverables 6GSMART P1-P1-D1.2 “Diseño final y evaluación del cloud continuo de 6GSMART” and 6GSMART P2-P1-D2.2 “Diseño final y evaluación de la solución para integración de redes públicas y privadas en 6GSMART”.
Additional file 2 of RGB image-based method for phenotyping rust disease progress in pea leaves using R
Creators: name: Osuna-Caballero, Salvador
name: Olivoto, Tiago
name: Jiménez-Vaquero, Manuel A.
name: Rubiales, Diego
name: Rispail, Nicolas
Publisher: name: figshare
Year: 2023
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Additional file 2. Image processing pipeline. (A) shows the image modifications from the original image to the individual leaflet output and (B) represents the function flowchart summarized in the script. Every coloured region represents the four main steps. In green, the image loading; in yellow, the leaflet segmentation; in blue, the lesion segmentation and, in grey, the storing of the collected data and reporting.
sj-docx-1-msj-10.1177_13524585221114441 – Supplemental material for Serum neurofilament light and MRI predictors of cognitive decline in patients with secondary progressive multiple sclerosis: Analysis from the MS-STAT randomised controlled trial
Creators: name: Williams, Thomas
name: Tur, Carmen
name: Eshaghi, Arman
name: Doshi, Anisha
name: Chan, Dennis
name: Binks, Sophie
name: Wellington, Henny
name: Heslegrave, Amanda
name: Zetterberg, Henrik
name: Chataway, Jeremy
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Aged Health Care

description: Supplemental material, sj-docx-1-msj-10.1177_13524585221114441 for Serum neurofilament light and MRI predictors of cognitive decline in patients with secondary progressive multiple sclerosis: Analysis from the MS-STAT randomised controlled trial by Thomas Williams, Carmen Tur, Arman Eshaghi, Anisha Doshi, Dennis Chan, Sophie Binks, Henny Wellington, Amanda Heslegrave, Henrik Zetterberg and Jeremy Chataway in Multiple Sclerosis Journal
A Novel Secure Blockchain Based Access Control framework for Cross Domain PHR
Creators: name: ALI, AITIZAZ
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 420308
subject: Health informatics and information systems
classificationCode: 460403
subject: Data security and protection
classificationCode: 460904
subject: Information security management

description: Recent solutions of storing and distribution of patient data have a number of confines that limits
users access to their patient health records(PHR), decrease accessibility of critical information to
care providers, and eventually extant a boundary in the transfer of traditional healthcare into a digital
healthcare approach. In order to remediate such shortcomings blockchain based solution is the
best tool to provide storage and trust. In digital healthcare data allocation, numerous cloud-based
approaches have been suggested, but the it would be untrustworthy to rely on the third-party. In recent
times, blockchain has been implemented in digital healthcare record sharing, which skip to trust on
a third party. Although, current methods only focus over the clinical related records received from
medical diagnosis. They are not considered resourceful regarding its data sharing which are always
generated from biomedical and monitoring devices.
Bibliothek und Archiv der Arbeiterkammer Steiermark
Creators: name: Anzenberger, Werner
name: Grabuschnig, Anja
name: Terpotitz, Günther
Publisher: name: Karl-Franzens-Universität Graz
Year: 2016

description: Historisches Jahrbuch der Stadt Graz; Volume 45-46 (2016);
  Seitenzahl: 203-219; ISSN: 0440-9728; ISBN: 978-3-7011-0365-2;
Supplemental Material - Functional outcome measures for distal radius fractures: A systematic review
Creators: name: Norton, Briony
name: Bugden, Benjamin
name: Liu, Karen PY
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences

description: Supplemental material for Functional outcome measures for distal radius fractures: A systematic review by Briony Norton, Benjamin Bugden and Karen PY Liu in Hong Kong Journal of Occupational Therapy
Supplemental Material - Exploring the Effects of Traditional Media, Social Media, and Foreign Media on Hierarchical Levels of Political Trust in China
Creators: name: Xu, Ping
name: Ye, Yinjiao
name: Zhang, Mingxin
Publisher: name: SAGE Journals
Year: 2022
Subjects: Communication and Media Studies not elsewhere classified

description: Supplemental Material for Exploring the Effects of Traditional Media, Social Media, and Foreign Media on Hierarchical Levels of Political Trust in China by Ping Xu, Yinjiao Ye, and Mingxin Zhang in Global Media and China
Additional file 3 of Strain and model development for auto- and heterotrophic 2,3-butanediol production using Cupriavidus necator H16
Creators: name: Weiler, Janek R.
name: Jürgensen, Nikolai
name: Cornejo Infante, Monica
name: Knoll, Melanie T.
name: Gescher, Johannes
Publisher: name: figshare
Year: 2024
Subjects: subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Inorganic Chemistry
subject: FOS: Chemical sciences

description: Supplementary material 3.
sj-docx-1-tej-10.1177_20417314221116754 – Supplemental material for Therapeutic potential of epiphyseal growth plate cells for bone regeneration in an osteoporosis model
Creators: name: Baek, Inho
name: Bello, Alvin Bacero
name: Jeon, Jieun
name: Arai, Yoshie
name: Cha, Byung-Hyun
name: Kim, Byoung Ju
name: Lee, Soo-Hong
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110599 Dentistry not elsewhere classified
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental material, sj-docx-1-tej-10.1177_20417314221116754 for Therapeutic potential of epiphyseal growth plate cells for bone regeneration in an osteoporosis model by Inho Baek, Alvin Bacero Bello, Jieun Jeon, Yoshie Arai, Byung-Hyun Cha, Byoung Ju Kim and Soo-Hong Lee in Journal of Tissue Engineering
Transaction analysis in the Bitcoin blockchain
Creators: name: Zhang, Limeng
Publisher: name: Swinburne
Year: 2024

description: As Bitcoin is now universally recognized by both academic and industrial communities, an increasing number of Bitcoin transactions are expected to be populated to the Bitcoin blockchain. Unfortunately, due to the limited block capacity, each time only a certain number of transactions can be confirmed, leading to common confirmation delays. This thesis provides insights into estimating the confirmation time for the unconfirmed transactions, as well as helping users set appropriate fees when submitting new transactions. In addressing these issues, we analyze the confirmation process in terms of the transaction itself, transaction competition in the system, and the block mining environment.
Machine Learning Prediction Model for Malaria Outbreaks
Creators: name: TAI, KAH YEE
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 310299
subject: Bioinformatics and computational biology not elsewhere classified
classificationCode: 461199
subject: Machine learning not elsewhere classified
classificationCode: 310599
subject: Genetics not elsewhere classified

description: Malaria is a mosquito-borne infectious disease and remains a global health issue. The World Health Organization has established the Global Technical Strategy to eliminate malaria; one of its goals is to develop innovative tools for malaria surveillance. Therefore, this research proposes new techniques to predict individuals’ risk of susceptibility to malaria based on human genetic variation data. These techniques include building malaria prediction models via machine learning, and further analysing the susceptibility of different populations to malaria risk. This research contributes to bridging the gap between healthcare practitioners and computer scientists through novel techniques for malaria outbreak prediction.
Additional file 6 of Determination and interpretation of firing temperature in ancient porcelain utilizing thermal expansion analysis
Creators: name: Li, Zhuopeng
name: Hu, Xuan
name: Jiang, Xiaochenyang
name: Cui, Jianfeng
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Biochemistry
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Inorganic Chemistry
subject: FOS: Chemical sciences

description: Additional file 6.
New Reference Intervals For Cortisol, Cortisol Binding Globulin And Free Cortisol Index In Women Using Ethinyl Estradiol: "Far-Out" Values.
Creators: name: Panton, Kristine Kollerøs
name: Mikkelsen, Gustav
name: Irgens, Wenche Øiestad
name: Hovde, Ann Kristin
name: Killingmo, Marte Wien
name: Øien, Monja Airin
name: Thorsby, Per Medbøe
name: Åsberg, Arne
Publisher: name: Zenodo
Year: 2018
Subjects: Cortisol
Ethinyl estradiol

description: This file is one of the two supplemental data files attached to the article "New reference intervals for cortisol, cortisol binding globulin and free cortisol index in women using ethinyl estradiol". The file contains part of the discussion related to "far-out" values.
Neural Network-Based Deepfake Detection
Creators: name: SEOW, JIA WEN
Publisher: name: Monash University
Year: 2023
Subjects: classificationCode: 461103
subject: Deep learning

description: This thesis focuses on deepfake detection, the detection of an advanced synthetic media technology that generates deceptively authentic yet forged image videos. The proposed SparcoNet (Spatial Cost-efficient Neural network) achieves an average of 0.985 AUC among six state-of-the-art deepfake datasets. The network performance is further improved with self-supervised learning, which reduces the success rate of adversarial attacks by up to 85% and improves the inter-cross data evaluation performance by an average of 12%. The defense ability of the model is enhanced against black-box adversarial attacks by introducing Block Switching, which reduces the attack success rate by more than 90%.
Application of Catalytic Ester Reductions in Polymer Chemistry
Creators: name: Dannecker, Patrick-Kurt
Publisher: name: Karlsruhe
Year: 2018
Subjects: polyether
catalytic reduction
sustainable polymers
polyurethanes
polymer chemistry

description: Polyether gehören zu den vielfältigsten Polymeren hinsichtlich ihrer Anwendung und
nichtsdestotrotz ist die Synthese von aliphatischen Polyethern auf
Ringöffnungspolymerisation von Epoxiden oder Tetrahydrofuran beschränkt. In dieser
Arbeit wurde durch die Einführung der direkten Reduktion von Polyestern zu
Polyethern als Synthesemethode das Spektrum der verfügbaren Polyether signifikant
erweitert. Durch die Vielseitigkeit der Polyester – insbesondere bezüglich der Länge
und Struktur des Polymerrückgrats – führte dieser Ansatz zur Synthese
verschiedenster Polyether, die trotz ihrer einfachen molekularen Struktur bislang
unbekannt sind. Der vollständige Umsatz der Estergruppen wurde durch 1H-NMR und
IR Spektroskopie sowie SEC-ESI Massenspektrometrie nachgewiesen. Der Abbau der
Polymerkette konnte für Polyether mit vier oder mehr Methylengruppen bei einem
Minimum gehalten werden. Mechanistische Untersuchungen ergaben, dass die
Reduktion an zufälligen Stellen in der Polymerkette abläuft und mittels thermischer
Analyse konnten die grundlegenden Materialeigenschaften der neuartigen Polyether
bestimmt werden. Galliumbromid, der Katalysator für die Reduktion, wurde als
möglicher Katalysator für die kontrollierte Ringöffnungspolymerisation von Lactonen
eingeführt. Dadurch, dass Galliumbromid seine katalytische Aktivität nach der
Polymerisation beibehält, konnte letztlich eine Eintopfreaktion in zwei Schritten für die
Herstellung von Polyethern aus zyklischen Estern durchgeführt werden. In einem
zweiten Ansatz wurden mittels der gleichen Reduktion fettsäurebasierte
ω,ω’-ungesättigte Dienether hergestellt. Die erhaltenen Monomere wurden mittels
Thiol-En- oder ADMET- Reaktion polymerisiert und jeweils durch Oxidation oder
Hydrierung nach der Polymerisation modifiziert. Um der Nutzen der Polyether in ihrer
häufigsten Anwendung — der Herstellung von Polyurethanen — zu belegen und
zudem noch Prinzipien der Nachhaltigkeit zu beachten, wurde die Umsetzung ihrer
Hydroxy- zu Amin- Endgruppen untersucht, um Präpolymere für die Herstellung von
isocyanatfreien Polyurethanen zu erhalten. Es konnte eine neue Methode zur
Herstellung von Ester-Aminen mittels ε-Caprolactam etabliert und quantitativer Umsatz
erreicht werden. Außerdem konnte ein nachwachsendes Comonomer,
Erythritbis(carbonat), aus dem erneuerbaren Zuckerersatzstoff Erythrit durch
Umesterung mit Dimethylcarbonat erhalten werden. Die Literaturmethode dieser
Reaktion konnte signifikant hinsichtlich Temperatur, Druck, Reaktionszeit, Umsatz,
Einfachheit der Aufreinigung und Wiederverwertung der Reagenzien verbessert
werden.
Additional file 3 of RGB image-based method for phenotyping rust disease progress in pea leaves using R
Creators: name: Osuna-Caballero, Salvador
name: Olivoto, Tiago
name: Jiménez-Vaquero, Manuel A.
name: Rubiales, Diego
name: Rispail, Nicolas
Publisher: name: figshare
Year: 2023
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Additional Table 3. Table 1. This table shows the processing time for 600 leaflets of the CPU in hh:mm:ss format by index, processing strategy and resolution applied.
sj-docx-1-ptj-10.1177_00916471211021921 – Supplemental material for The Complexity of Assessing Ministry-Specific Satisfaction and Stress
Creators: name: Malcolm, Wanda M.
name: Fisher, Elizabeth A.
name: Prusaczyk, Elvira
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 220499 Religion and Religious Studies not elsewhere classified
subject: FOS: Philosophy, ethics and religion

description: Supplemental material, sj-docx-1-ptj-10.1177_00916471211021921 for The Complexity of Assessing Ministry-Specific Satisfaction and Stress by Wanda M. Malcolm, Elizabeth A. Fisher and Elvira Prusaczyk in Journal of Psychology and Theology
Evaluation of the Impact of Biofield Energy Healing Treatment (The Trivedi Effect®) on the Physicochemical, Thermal, Structural, and Behavioral Proper
Creators: name: Nayak, Gopal
Publisher: name: SMN - The ScienceMedia Network
Year: 2017
Subjects: Natural Sciences
Chemistry

description: Magnesium gluconate is a classical organometallic salt used for the prevention and treatment of magnesium deficiency diseases. The objective of the current research was to explore the influence of The Trivedi Effect® - Energy of Consciousness Healing Treatment on the physicochemical, thermal and behavioral properties of magnesium gluconate using PXRD, PSD, FT-IR, UV-vis spectroscopy, TGA, and DSC analysis. Magnesium gluconate was divided into two parts – one part was control without any Biofield Energy Treatment, while another part was treated with the Biofield Energy Healing Treatment remotely by eighteen renowned Biofield Energy Healers and defined as the Biofield Energy Treated sample. The PXRD analysis exhibited significant alteration of the crystal morphology of the treated sample compared with the control sample. The crystallite size of the treated sample was remarkably changed from range -33.33% to 66.65% compared with the control sample. The average crystallite size was increased in the treated sample by 6.13% compared with the control sample. Particle size analysis revealed that the particle size at d10 value was significantly reduced in the treated sample by 13.20% compared with the control sample, although the particle size at d50 and d90 values were increased in the treated sample by 2.75% and 3.72%, respectively. The treated sample’s surface area was significantly enhanced (6.96%) compared with the control sample. The FT-IR and UV-vis analysis showed that the structure of magnesium gluconate remained similar in both the treated and control samples. The TGA analysis revealed that the weight loss of the first and second degradation steps in the treated sample was significantly decreased by 2.89% and 8.43%, respectively compared with the control sample, whereas at the third degradation step, the weight loss was enhanced by 14.80% compared with the control sample. The DSC analysis revealed that the melting point of the control and treated samples were 170.23°C and 170.25°C, respectively. The latent heat of fusion was significantly decreased by 6.15% in the treated sample compared with the control sample. The current study infers that The Trivedi Effect® - Energy of Consciousness Healing Treatment might lead to a new polymorphic form of magnesium gluconate, which could be more soluble and bioavailable compared with the untreated compound. Hence, the Biofield Energy Treated magnesium gluconate would be very useful to design better nutraceutical and/or pharmaceutical formulations that might offer better therapeutic responses against inflammatory diseases, immunological disorders, stress, aging and other chronic infections.
Entity Matching using Language Models
Creators: name: TEONG, KAI SHENG
Publisher: name: Monash University
Year: 2021
Subjects: classificationCode: 460999
subject: Information systems not elsewhere classified

description: Linking records that belong to the same entity, also known as entity matching is an important part of data integration and management. Many existing solutions for entity matching requires the user to have a deep understanding of the data schema and available techniques in order to match correctly. But this is not the case in real-world use cases where data has lots of variety, "dirty" and the schema of the databases are not the same. This thesis presents a framework for entity matching using fine-tuned language models, where it does not need an aligned schema to perform matching.
sj-pdf-1-jcb-10.1177_0271678X221118236 - Supplemental material for Unique expression of the atypical mitochondrial subunit NDUFA4L2 in cerebral pericytes fine tunes HIF activity in response to hypoxia
Creators: name: Mesa-Ciller, Claudia
name: Turiel, Guillermo
name: Guajardo-Grence, Andrea
name: Lopez-Rodriguez, Ana Belen
name: Egea, Javier
name: De Bock, Katrien
name: Aragonés, Julián
name: Urrutia, Andrés A
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110305 Emergency Medicine
subject: FOS: Clinical medicine
subject: 110306 Endocrinology
subject: Medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: 110320 Radiology and Organ Imaging
subject: Cell Biology
subject: Biochemistry
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Neuroscience

description: Supplemental material, sj-pdf-1-jcb-10.1177_0271678X221118236 for Unique expression of the atypical mitochondrial subunit NDUFA4L2 in cerebral pericytes fine tunes HIF activity in response to hypoxia by Claudia Mesa-Ciller, Guillermo Turiel, Andrea Guajardo-Grence, Ana Belen Lopez-Rodriguez, Javier Egea, Katrien De Bock, Julián Aragonés and Andrés A Urrutia in Journal of Cerebral Blood Flow & Metabolism
A Comprehensive Analytical Evaluation of the Trivedi Effect® - Energy of Consciousness Healing Treatment on the Physical, Structural, and Thermal Prop
Creators: name: Nayak, Gopal
Publisher: name: SMN - The ScienceMedia Network
Year: 2017
Subjects: Natural Sciences
Chemistry

description: Zinc chloride has an importance in pharmaceutical and nutraceutical industries for the prevention and treatment of several diseases. The objective of the current study was to investigate the impact of The Trivedi Effect® - Energy of Consciousness Healing Treatment (Biofield Energy Treatment) on physical, structural, and thermal properties of zinc chloride using PXRD, PSD, FT-IR, UV-vis, TGA, and DSC analysis. Zinc chloride was divided into two parts – one part was control, while other part was treated with The Trivedi Effect® remotely by eighteen renowned Biofield Energy Healers and defined as The Trivedi Effect® Treated sample. A significant change of the crystallite size and relative intensities of the PXRD peaks was observed in The Trivedi Effect® treated sample with respect to the control sample. The average crystallite size of the treated sample was significantly increased by 41.22% compared with the control sample. The size of the particles at d10, d50, and d90 was increased by 8.33%, 6.27%, and 1.83%, respectively in the treated sample compared with the control sample. The surface area of the treated sample was decreased by 5.90% compared with the control sample. The FT-IR spectroscopic analysis revealed that Zn-Cl stretching in the control and treated sample were at 511 and 507 cm-1, respectively. The UV-vis analysis exhibited that wavelength of the maximum absorbance of both the control and treated samples were at 196.4 and 196.3 nm, respectively. The TGA analysis exhibited that weight loss of the treated sample was reduced by 13.98% and 2.43% in the 1st and 2nd steps of degradation, respectively. Consequently, the DSC analysis revealed that the maximum thermal decomposition temperature of the treated sample (489.06°C) was significantly increased by 15.75% compared with the control sample (422.50°C). Moreover, a significant increase in the enthalpy of decomposition was noticed in the treated sample (ΔHdecomp = 131.40 J/g) by 137.10% compared with the control sample (ΔHdecomp = 55.42 J/g). The current study anticipated that The Trivedi Effect® Treatment might lead to produce a new polymorphic form of zinc chloride, which could have better powder flowability and thermal stability. The treated sample could be more stable during manufacturing, delivery or storage conditions than the untreated sample. Hence, the treated zinc chloride would be very useful to design better nutraceutical and/or pharmaceutical formulations that might offer better therapeutic response against inflammatory diseases, immunological disorders, aging, stress, cancer, etc.
sj-docx-1-heb-10.1177_10901981221116783 – Supplemental material for Televised Anti-Tobacco Media and Smoking Outcomes Among Heterosexual and Sexual Minority Adults in the United States
Creators: name: Titus, Andrea R.
name: Thrasher, James F.
name: Gamarel, Kristi E.
name: Emery, Sherry L.
name: Elliott, Michael R.
name: Fleischer, Nancy L.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine
subject: 111799 Public Health and Health Services not elsewhere classified
subject: Sociology
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-heb-10.1177_10901981221116783 for Televised Anti-Tobacco Media and Smoking Outcomes Among Heterosexual and Sexual Minority Adults in the United States by Andrea R. Titus, James F. Thrasher, Kristi E. Gamarel, Sherry L. Emery, Michael R. Elliott and Nancy L. Fleischer in Health Education & Behavior
Towards a machine learning based identifier-free face cryptosystem
Creators: name: DONG, XINGBO
Publisher: name: Monash University
Year: 2021
Subjects: classificationCode: 460304
subject: Computer vision

description: Security and privacy are two major concerns for a biometric system. However, protecting users' privacy, ensuring security, and maintaining biometric convenience is still a big challenge. Systematic research has been conducted to address those issues, and a secured and privacy-preserving face identification system is invented in this thesis. The proposed algorithm and method can be used in the key management system, border control system, bank customer authentication scenarios.
Structural and Natural Isotopic Abundance Analysis of Magnesium Gluconate Treated with Energy of Consciousness (The Trivedi Effect®) Using LC-MS and N
Creators: name: Nayak, Gopal
Publisher: name: SMN - The ScienceMedia Network
Year: 2017
Subjects: Natural Sciences
Chemistry

description: The current research article was aimed to investigate the impact of The Trivedi Effect®- Energy of Consciousness Healing Treatment on the structural properties and isotopic abundance ratio (PM+1/PM and PM+2/PM) of magnesium gluconate using LC-MS and NMR spectroscopy. Magnesium gluconate was divided into two parts – one part was control, and another part was treated with The Trivedi Effect® remotely by eighteen renowned Biofield Energy Healers and defined as the Trivedi Effect® Treated sample. The liquid chromatogram of the control sample showed two peaks at Rt of 1.81 and 2.06 min, whereas the Trivedi Effect® Treated sample displayed these peaks at Rt of 1.79 and 2.03 min. The ESI-MS spectra of the control and the Trivedi Effect® Treated samples revealed the presence of the mass for magnesium gluconate ion in two forms at m/z 447 (adduct form with methanol) and 415 (protonated ion) in positive ionization mode. But, it showed the mass for the gluconate ion at m/z 195 in the negative ionization mode. The fragmentation pattern of magnesium gluconate in the treated sample was notably altered as compared to the control sample. The proton and carbon signals for CH, CH2 and CO groups in the proton and carbon NMR spectra were found almost similar for the control and the treated samples. The isotopic abundance ratio analysis revealed that the isotopic abundance ratio of PM+1/PM (2H/1H or 13C/12C or 17O/16O or 25Mg/24Mg) in two magnesium gluconate ion forms at m/z 447 and 415 in treated sample was significantly decreased by 59.82% and 55.44%, respectively compared with the control sample. The percentage change in the isotopic abundance ratio of PM+2/PM (18O/16O or 26Mg/24Mg) was remarkably decreased in the magnesium gluconate ion at m/z 447 in the treated sample by 78.26% compared with the control sample. Consequently, the isotopic abundance ratio of PM+1/PM (2H/1H or 13C/12C or 17O/16O) in gluconate ion in the treated sample was significantly increased by 37.35% with respect to the control sample. Thus, the Trivedi Effect® treated magnesium gluconate could be valuable for designing better pharmaceutical and/or nutraceutical formulations through its changed physicochemical and thermal properties, which might be providing better therapeutic response against various diseases such as diabetes mellitus, allergies, aging, inflammatory diseases, immunological disorders, and other chronic infections. The treated magnesium gluconate might be helpful to design the novel potent enzyme inhibitors by using its kinetic isotope effects.
Investigation of Physicochemical, Spectral, and Thermal Properties of Sodium Selenate Treated with the Energy of Consciousness (The Trivedi Effect®)
Creators: name: Nayak, Gopal
Publisher: name: SMN - The ScienceMedia Network
Year: 2017
Subjects: Natural Sciences
Chemistry

description: Sodium selenate is used for the prevention and treatment of various disorders like cancer, diabetes, inflammation diseases, etc. The objective of the current study was to evaluate the effect of The Trivedi Effect®-Energy of Consciousness Healing Treatment (Biofield Energy Treatment) on physicochemical, spectral, and thermal properties of The Trivedi Effect®-Biofield Energy Treated sodium selenate using various analytical methods such as PXRD, PSD, FT-IR, UV-vis spectroscopy, TGA, and DSC analysis. Sodium selenate was divided into two parts – one part was control without any treatment and another part was treated with The Trivedi Effect®-Biofield Energy Healing Treatment remotely by eighteen renowned Biofield Energy Healers and defined as The Trivedi Effect®-Energy of Consciousness Healing Treated sample. The PXRD analysis showed the significant alteration of the crystallite size of the treated sample in the range of -36.36% to 133.24% as compared to the control sample. However, the average crystallite size of the treated sample was significantly decreased by 8.31% as compared to the control sample. Overall, the crystal morphology of the treated sample was different from the control sample. The particle sizes d10, d50, and d90 values of the treated sample were significantly decreased by 3.40%, 9.75%, and 8.52%, respectively as compared to the control sample. Consequently, the surface area of the treated sample was significantly increased by 5.26% from the control sample. Both the control and treated FT-IR spectra indicated the presence of sharp and strong absorption bands at 887 cm-1 due to the Se=O stretching. The UV-vis spectroscopic analysis displayed that the wavelength for the maximum absorbance of both the control and treated samples were at 204.1 and 204.0 nm, respectively. TGA analysis revealed that the total weight loss of the treated sample was reduced by 1.24% as compared with the control sample. The DSC analysis showed that the treated sample (588.77°C) had higher melting point than the control sample (588.60°C). The latent heat of fusion was reduced in the treated sample by 8.01% compared to the control sample. Thus, The Trivedi Effect®-Biofield Energy Healing might lead to generate a new polymorphic (enantiotropic) form of sodium selenate which would be more soluble, bioavailable, and thermally stable compared with the untreated sample. The Trivedi Effect treated sodium selenate would be very useful to design better nutraceutical and/or pharmaceutical formulations that might offer better therapeutic response against inflammatory diseases, immunological disorders, stress, aging, infectious diseases, cancer, diabetes, heart diseases, Alzheimer’s disease, etc.