cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/syhz79dmzv
title: RESEARCH01-HL_DMT_DATA-RESULTS

description: The included data, results, and models support a research project about a decision-making tool for the determination of the distribution center (DC) location in a humanitarian logistics network. The R programming language was utilized for both the generation of the data and the calculation of the results.

It includes lists of 70,000 synthetic random undirected networks with 15 nodes per network with a density between 0.18 and 0.91 and weights between 5 and 520 kilometers. This data was used to calculate various Centrality Indices (CIs) such as Degree, Strength, Closeness, Harmonic, Betweenness, Eigenvector, Laplacian and Subgraph, and the total distribution distance as a Traveling Salesperson Problem (TSP) with the support of the Farthest Insertion Heuristic Algorithm. The list of networks is split into three parts. In the list of networks for training (pa: 50,400), validation (pb: 12,600), and testing (pc: 7,000). These datasets are available in folder (01).

From each of the three parts of the network list, we compute the CIs and TSP solutions using each node from each network as a starting point (a potential DC facility). We then label each node of each network according to the first and second lowest total distribution distance as SELECT (1, sl, or SL) or REJECT (0, ns, or RJ) a node as a DC. Then we combine the CIs and TSP solutions dataset with the decision labels, and we result in an imbalanced dataset with a minority class SELECT. These datasets are available in folder (02).

Now, with proper processing of the datasets, we can model different approaches to a Binary Classification Problem to identify the appropriate node as a DC. In folder (00), there is the best Deep Neural Network model we use in our decision-making tool after conducting analysis and numerous experiments, with part of these results presented in folders (03 and 04). In addition, in the folders (00, 05, and 06), there are Decision Tree models and results that we used to compare their quality against the DNN model.
DOI: 10.6084/m9.figshare.20401974.v1
title: Machine Learning Informs RNA-Binding Chemical Space

description: <strong>Repository</strong> <strong>Of</strong> <strong>BInders to</strong> <strong>Nucleic acids (ROBIN)</strong> is a new experimentally-derived nucleic acid binding small molecule library. This chemical library was curated by small molecule microarray (SMM) screening of 36 nucleic acid targets against a library of 24,572 small molecules. Included are: SDF_files: This folder contains the SDF files of compounds used in machine learning models. Mordred_files: This folder contains CSV files of Mordred chemical descriptors derived from SDF files mentioned above. Please refer to (https://github.com/ky66/ROBIN) for more details on how this dataset is used in the paper.
DOI: 10.6084/m9.figshare.28323173.v2
title: <b>A Sociological Reflection on the Relationship between Types of Religiosity </b><b>and the Extent of Punitiveness Regarding Hudud and Qisas: A Case Study of Public Opinion in Mashhad</b>

description: This dataset explores the relationship between religiosity and public punitiveness in Iran, collected through a survey of 409 respondents.<br>
DOI: 10.17632/jd96sv7fts
title: The Heat Shock Protein HSP27 Controls Mitochondrial Function By Modulating Ceramide Generation

description: Uncropped Western Blot Images
DOI: 10.6084/m9.figshare.24616050.v3
title: NPKGRIDS

description: We distribute in NPKGRIDS 173 georeferenced files in the NetCDF format (.NC), each reporting the crop-specific application rate of N, P2O5, and K2O fertilizers. The NC files contain the application rate in kg/ha-crop, the data quality, and the source data of the crop-nutrient pair. The geographic domain has a bounding box of (-180W, 180E) in longitude and (-90S, 90N) in latitude at a resolution of 0.05 degree per grid cell (i.e., ~5.55 km at the equator). All variables use the WGS84 coordinate system (Table 1). The 173 crop types have the same names as in Monfreda et al., (2008) but exclude coir and gums.
DOI: 10.17632/stvnypk488
title: LINF_160010800

description: NTPase domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.11414040.v1
title: Average codon usage pattern of Escherichia coli K-12

description: Awareness of different codon usage pattern in different microorganisms led to the concept of codon optimization in genetic engineering studies. Briefly, codon optimization seeks to adjust the codon usage profile of a heterologous gene to match that of the host organism to help ensure higher expression levels. In cases where codon optimization was not done, codons in the gene that are less frequently used in the host species might not be efficiently translated, and this would result in poorer translation level. But, at the fundamental level, codon usage pattern of an organism holds greater implications than its role in informing codon optimization for heterologous gene expression. Specifically, understanding the codon usage pattern of a species could guide thinking on the evolutionary forces experienced by the species. This work sought to determine the codon usage pattern of the model prokaryotic organism, <i>Escherichia coli </i>K-12 through analysing codon usage for all genes at the global level using an in-house MATLAB software. Results reveal that codon AGA and AGG are less frequently used in <i>E. coli </i>K-12. Preference for codons for each amino acid was determined, and are as follows: phenylalanine (TTT), leucine (CTG), isoleucine (ATT), valine (GTG), serine (TCG), proline (CCA and CCG), threonine (ACC), alanine (GCG), tyrosine (TAT), histidine (CAT), glutamine (CAG), asparagine (AAC), lysine (AAA), aspartate (GAT), glutamate (GAA), cysteine (TGC), arginine (CGC), serine (AGC), and glycine (GGC). Overall, the data reveals that codon usage is fairly well distributed between alternative codons for each amino acid except for leucine, and lysine. But, this does not necessarily imply that <i>E. coli </i>K-12 has a deficit in availability of amino-acyl tRNA for less often used codons. This work should find utility in informing heterologous gene expression in <i>E. coli </i>K-12, as well as more fundamental studies seeking to understand why <i>E. coli </i>K-12 chose such a codon usage pattern. <br><br>
DOI: 10.6084/m9.figshare.11402091.v1
title: Impact of the non-native locariid fish <i>Pterygoplichthys pardalis</i> in native fish community on a seasonal tropical floodplain in Mexico

description: The present study reports the seasonal dynamics of the fish community structure in the presence of a non-native fish (<i>Pterygoplichthys pardalis</i>) in tropical waterbodies of southern Mexico. The studied floodplain existed in both connected pools and disconnected pools “to the Palizada river”. Local fish fauna showed consistent assemblages across seasons, but among the 17 local fish species recorded, the non-native species <i>P</i>. <i>pardalis</i> showed the highest percentage of contribution to the fish community (ca. 20%). Conversely, the frequency of occurrence and density of the non-native species showed variation in relation to the type of waterbody and seasonality; its density was approximately four times higher in disconnected pools than in connected pools in the rainy season and its predominant size class in both pool types was 21-30 cm in standard length. Interestingly, the diversity of the native species was negatively related to the density of the non-native species, indicating that the presence of <i>P. pardalis</i> can be a factor involved in the decline of native fish diversity in these local communities. Currently, the possible impacts of the presence of <i>P. pardalis</i> on local fish diversity at the regional scale are unknown, but our results suggest that hydrological dynamics regulate the establishment of the non-native species in this region. However, future studies are needed to provide insights into the actual scenario of <i>P</i>. <i>pardalis</i> distribution in Yucatan Peninsula and the possible impacts on the native fish fauna in southern Mexico.
DOI: 10.6084/m9.figshare.26161633.v1
title: Metabolites of buffaloes

description: Supplementary file 2: Metabolites in the positive and negative ion modes from rumen fluid and plasma of Haizi (n = 10) buffaloes.Supplementary file 3: Metabolites in the positive and negative ion modes from rumen fluid and plasma of Xuyi mountain (n = 7) buffaloes.
DOI: 10.17632/2c268pnw44
title: The Influence of Endurance Running Experience on Brain Function: Based on Action Observation and Motor Imagery

description: To investigate the impact of endurance running experience on brain functional plasticity, a total of 14 elite endurance runners and 14 healthy college students participated in action observation and motor imagery tasks while undergoing functional magnetic resonance imaging (fMRI) scanning. The results revealed that, irrespective of the task (observation or imagery), endurance running athletes exhibited significantly higher levels of activation in the left cerebellum and right middle frontal gyrus compared to the control group. And in the observation task, the activation levels in these two regions for the athletes were positively correlated with their level of athletic skill. Moreover, during the observation task, the athlete group demonstrated stronger functional connectivity between the right middle frontal gyrus and the left inferior occipital gyrus, as well as the right superior parietal gyrus, compared to the control group. However, during the imagery task, the athlete group exhibited diminished functional connectivity between the right middle frontal gyrus and the right inferior occipital gyrus in comparison to the control group. These findings indicate that endurance running experience affects the functional activity of brain regions related to motor control, and also alters the functional coupling between areas involved in motor control and visual processing. These results reflect the adaptive changes in brain function induced by endurance running.
DOI: 10.17632/k6d6n4p77y
title: Journal of Studies in Islam and Psychology; No. 11

description: The main objective of Studies in Islam and Psychology is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to Islamic psychology and counseling. By doing so, the journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. 

The journal is set to publish original articles on a wide range of issues including;

 The philosophy of psychology with a critical outlook from the perspective of Islam;
 The uses of psychology in the service of the Islamic society and its needs;
 The formation of psychology in the Islamic society;
 Psychological analysis of Islamic concepts in areas such as:
 1. Anthropology, such as: banned, impatience, hasty, captious, pious, faithful;
 2. Belief, such as: God, resurrection, Imamate, intercession, Paradise, Hell and ...;
 3. Value, such as: repentance, trust, self-esteem, mental relaxation, grief, fear;
 4. Practical instructions of Islam, such as: qisas (retaliation), prayers, inheritance, hajj, khums (one fifth);
 Study of psychological findings from Islamic perspective in terms of critique, confirmation and completion, alternative presentation, presentation of new theory;

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles. This journal utilizes the Magiran and Noormags preservation systems to create a distributed archiving system for individual and libraries and to permit libraries stakeholders to create permanent archives of the journal.
DOI: 10.17632/kbrbv2dyww
title: Levofloxacin versus combined azithromycin and amoxycillin/clavulanic acid

description: Background: Community acquired pneumonia (CAP) is an important cause of mortality and morbidity worldwide. Early initiation of antibiotics is highly recommended. In most CAP cases, multiple drug options are increasingly becoming available, but there is often a lack of evidence that allows for direct comparison of the efficacy of one drug versus another. Aim: The main objective was to compare treatment outcomes using oral levofloxacin alone and combined azithromycin and amoxicillin/Clavulanic acid in outpatient treatment of Community acquired pneumonia. Methods: This study was a prospective longitudinal design. Patients diagnosed to have CAP were randomly assigned to first and second treatment groups. Community acquired pneumonia was diagnosed according to America Thoracic Society criteria. Sample size of 76 was arrived at by Yamane Taro (1967) formular. Every patient diagnosed and treated in outpatient department who gave a written consent to participate was enrolled in the study and randomly assigned to one of the treatment groups. Minors below 18 years were excluded from the study. Data were analysed using SPSS for windows version 26. Comparison of effectiveness between the two treatment groups was done by independent t-test. Changes in white blood cell count during the follow up visits were done using chi-square test. P value of &lt;0.05 was considered statistically significant. Results. Majority 33(50%) of the patients were aged between 21- 29 years and over sixty percent, 42(63.6%) of participants were females. All the participants, 66(100%) had cough and chest pain, 57(86.4%) had crackles and about ten percent, 6(9.1%) had difficulty in breathing at the time of admission into the study. About 29(43.9%) of patients had fever at baseline and 14(21.2%) had a respiratory rate between 16-29 breaths per minute at baseline. Combination of azithromycin and amoxycillin/clavulanic acid was associated with statistically significant faster resolution of chest pains and cough (mean 1.7 and 3.14 days respectively) compared to levofloxacin group (mean 2.21 and 3.71 days respectively) in patients who had community acquired pneumonia (p=0.009. There was no difference in the meantime to fever resolution, time to crackles subsidence, resolution of difficulty in breathing and change in white blood cell count in participants in the two treatment groups. Conclusions: Azithromycin combined with amoxycillin/clavulanic acid reduced chest pain in 1.70 days (SD=0.618) compared to levofloxacin alone (2.21days, SD=1.204) (p=0.009). Azithromycin combined with amoxycillin/clavulanic acid reduced cough in 3.14 days, (SD=0.789) versus levofloxacin alone (3.70 days, SD=0.588) (p=0.014).
DOI: 10.17632/fgnz5phfvd
title: REASSESSING THE INTERPLAY OF POLITICS, GENDER, AND MODERNITY: UNVEILING NEW DIMENSIONS IN RABINDRANATH TAGORE'S ‘CHOKHER BALI’

description: Abstract: "Chokher Bali" by Rabindranath Tagore is a significant contemporary novel from India that explores the concept of the 'territory' and women's liberation. The novel begins with a married couple named Mahendra and Asha, disrupted by a widowed woman named Binodini. Binodini experiences introspection and emotional upheaval, ultimately leading to her liberation. Tagore's discourse is linked to colonial modernity, which is influenced by the evolving nature of human civilization. The female characters in Tagore's novels reflect the process of modernization and societal norms that limit women's lives. The Vedic era in Indian history was known for its advancements in women's status and empowerment, earning the title of the "Golden Age of Women in India." However, the importance of ancestor veneration, child marriage, and inter-caste marriages grew, leading to a decline in women's social status. The "dark age" of women during the early Muslim dynasty saw an increased prevalence of purdah and child marriage, leading to a lack of critical examination of underlying norms and attitudes. The concept of the "New Woman" emerged as a feminist ideology in the 19th century, referring to women who challenged societal constraints imposed by patriarchal norms. Tagore's works, such as "Chokher Bali," focus on female characters undergoing a complex journey of isolation, repression, humiliation, guilt, and ego. The characters Rajlakshmi and Asha's aunt Annapurna highlight the concept of regressive contemporary gender politics in Indian society during the nineteenth century. Rabindranath Tagore's portrayal of Binodini is a groundbreaking example of the Indian "new woman" and an antecedent to the feminist movement.
DOI: 10.17632/ft6fv4c2fm
title: Classification Of Trajectories A/B/C

description: The main code written in python used to distinguish trajectories A/B/C.
DOI: 10.6084/m9.figshare.6934250.v1
title: Fluorescent reporter combination optimization for flow cytometry purity of labeled Drosophila neurons

description: Purity assessment of different fluorescent protein reporter combinations using R24B02-GAL4 as the distinct hemilineage driver. Cells were sorted using a BD FACSAria and then fixed on poly-lysine coated culture slides. Purity was assessed by epifluorescence using a DAPI counterstain for unlabeled neurons.
DOI: 10.17632/2948mwvk4k
title: Metformin usage and risk of endometrial cancer recurrence

description: Data set for patients with endometrial cancer, diabetes, metformin usage and treatment for the endometrial cancer
DOI: 10.6084/m9.figshare.12865499.v1
title: Neonate Congenital Anomaly Dataset

description: Dataset of neonates diagnosed with congenital anomalies admitted to a NICU in northern Ghana. Maternal and neonatal data collected for each subject. All identifiable characteristics removed.
DOI: 10.17632/x2xyx7fsfk
title: Estimation of serum S100B levels in vitiligo; Whether increased levels are marker of disease activity; A cross-sectional case-control study.

description: Supplemental Figure Legend
Supplemental Figure 1. Box plot showing median and range of Serum level of S100B among patients who having active and stable disease compared to those of controls.
Supplemental Table. Median and range of Serum level of S100B among patients who have active and stable disease compared to those of controls.
DOI: 10.17632/h7rpprdftf
title: ZigBee and baseline model

description: This dataset contains two parts, the first is a data set for the ZigBee Routing Protocol, and the second is the Baseline. And be inside an excel file for both data.
The ZigBee data set has 13 features, and the Baseline data set has 17 features. This data is the result of a simulation process for a wireless sensor network in the Castalia OMNet ++ program for a group of 24 sensors distributed random static exchanging packets among themselves for 51 seconds. This data is collected in the 25 nodes called the sink.
DOI: 10.17632/tkzyn9mkky
title: Contribution Of Token Type Cooperative Learning Models For In The Haruru Christian Middle School

description: A teacher who is capable of carrying out his teaching duties if the stages of preparation, learning process and evaluation are carried out according to his design. The process that is often neglected is that the learning model used is sometimes unable to provide solutions to teachers. Curriculum changes that have occurred in Indonesia indicate that all education actors, including teachers, must be ready and improve themselves to follow the development of change. In line with the demands for changes in the 2013 Curriculum calls for changes in development from social in nature to democratic participation, for the sake of human resource growth. If so, education should be directed as a process: learning to know, learning to do, learning to live together, learning to be yourself (learning to be) and even lifelong learning (life long). learning), must adorn the lifestyle of a teacher, remembering that the teacher is an important figure in the process of change. This study intends to apply a learning model including: development of a syllabus and a Learning Implementation Plan (RPP) cooperative type time token type in PAK and Character In Class V, the material of Allah loves the world. The action hypothesis is a temporary answer in the form of action on the formulation of the problems set out in this classroom action research which is: student learning outcomes will increase "can be accepted. Based on the results of the implementation of classroom action research with the title implementation of the Jerrold E camp learning model in Christian education (PAK) and Character subjects in junior high schools, especially in Hauru Christian Middle School in class VIII which lasted for 2 research cycles, it can be concluded: Christian Educarion (PAK) and Character work effectively, so student learning outcomes will increase
DOI: 10.6084/m9.figshare.22762421.v1
title: Grooming network analysis (individual-level network metrics)

description: This folder includes the data sets and R-codes used to compare individual-level network metrics (i.e., degree, eigenvector and betweenness) from grooming data collected through focal animal sampling and all-occurrences behavioural sampling
DOI: 10.17632/8wstrfsch5
title: Nanoelectronics Technology has Dedicated some Very Exciting Materials to Improve the Sensing Phenomenon

description: Note: Nanoelectronics technology has dedicated some very exciting materials to improve the sensing phenomenon. The use of various nanomaterials, including nanoparticles, nanotubes, nanotubes, and nanowires, causes faster identification and reproducibility in a much better way. The unique properties of nanomaterials such as high electrical conductivity, better shock tolerance, and sensitive responses such as versatile piezo-electric and color detection mechanisms are only results of the multitude of properties of nanomaterials. Different types of biosensors are propagated based on different types of nano materials and their developmental and implicit aspects. Measurement of biological responses has assumed great importance in the current scenario of ever-dynamic environmental developments and altered hemostatic events occurring at the in vivo as well as intracorporeal level. Analyzing the behavior of changing materials is of great importance in areas such as pharmaceutical diagnostics, food quality screening, and environmental applications.
DOI: 10.6084/m9.figshare.6148673.v1
title: Global χ Maps Dataset - Data Record D

description: Simplified χ' maps in .kmz format
DOI: 10.17632/x22x9w7n5s
title: Understanding Fitness App Continuance Usage

description: The study collects relevant data on fitness apps, investigating and empirically testing the factors that influence users' continued intention to use the app.