cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hsk64zgm75
title: Journal of Islam and Social Sciences; No.31

description: Today, the importance of the fundamental role of the social sciences in the realization of a coherent and civilizing intellectual system and their application to social control and development in Islamic societies is not overlooked. In addition, research on the basis of these sciences and their critique and evaluation, as well as the attempt to extract Islamic foundations and views in the field of humanities and social sciences in order to Islamicize and localize them, has a high status and prominence. To this end, the most important and fundamental step in this direction is to propose, review and critique the foundations, views and theories of these sciences and provide theoretical frameworks that best fit our cultural and religious foundation. Hence, the fundamental, developmental and applied research in the field of social sciences and its relations with religion, and the review of the existing schools in this field, are the major goals and missions of the "semi-annual Journal of Islam and Social Sciences."

The main objective of the Journal of Islam and Social Sciences is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to the relationship of Islam and social sciences in Iran. 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. The wide range of issues related to the relationship between religion i.e. Islam and the social sciences requires that specialized scientific journals, and in the near future scientific researches, devote special attention to issues and problems raised in this regard. So the results of these researches will address the needs of the scientific community in the country. For this reason, the Department of Social Sciences of RIHU has been seeking publication of a journal titled "Islam and Social Sciences". Semi-annual journal of Islam and Social Sciences, in order to cooperate with other sections of Hawzah and University and to realize the above-mentioned goals and developing and deepening the literature in the field of relationships between Islam and social sciences and with the aim of providing scientific information, providing ground for dialogue and reflection of the opinions of scholars and creating a ground for the production of religious science and providing a suitable space for the further development and progress of the Islamic social sciences intends to examine the relations of religion, especially Islam and social sciences, in the form of publication of special issues. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal.
DOI: 10.17632/hsk64zgm75.1
title: Journal of Islam and Social Sciences; No.31

description: Today, the importance of the fundamental role of the social sciences in the realization of a coherent and civilizing intellectual system and their application to social control and development in Islamic societies is not overlooked. In addition, research on the basis of these sciences and their critique and evaluation, as well as the attempt to extract Islamic foundations and views in the field of humanities and social sciences in order to Islamicize and localize them, has a high status and prominence. To this end, the most important and fundamental step in this direction is to propose, review and critique the foundations, views and theories of these sciences and provide theoretical frameworks that best fit our cultural and religious foundation. Hence, the fundamental, developmental and applied research in the field of social sciences and its relations with religion, and the review of the existing schools in this field, are the major goals and missions of the "semi-annual Journal of Islam and Social Sciences."

The main objective of the Journal of Islam and Social Sciences is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to the relationship of Islam and social sciences in Iran. 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. The wide range of issues related to the relationship between religion i.e. Islam and the social sciences requires that specialized scientific journals, and in the near future scientific researches, devote special attention to issues and problems raised in this regard. So the results of these researches will address the needs of the scientific community in the country. For this reason, the Department of Social Sciences of RIHU has been seeking publication of a journal titled "Islam and Social Sciences". Semi-annual journal of Islam and Social Sciences, in order to cooperate with other sections of Hawzah and University and to realize the above-mentioned goals and developing and deepening the literature in the field of relationships between Islam and social sciences and with the aim of providing scientific information, providing ground for dialogue and reflection of the opinions of scholars and creating a ground for the production of religious science and providing a suitable space for the further development and progress of the Islamic social sciences intends to examine the relations of religion, especially Islam and social sciences, in the form of publication of special issues. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal.
DOI: 10.15468/5xq97a
title: Christolea pterosperma (Brassicaceae), a new species from Tibet (China)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Al-Shehba, Ihsan A. (2022): Christolea pterosperma (Brassicaceae), a new species from Tibet (China). Phytotaxa 555 (2): 205-208, DOI: 10.11646/phytotaxa.555.2.10
DOI: 10.17632/ww53gddjd6
title: Journal of Islam and Social Sciences; No.32

description: The journal scopes include but are not restricted to, the following areas:

Sociology of religion, Islamic sociology and Sociology of Islam;
Social philosophy: in the Quran, Scripture and other religious texts and Sunnah (tradition), in the views of Muslim scholars and comparison of different attitudes and approaches;
Philosophy of social sciences: In Islamic or other religious sourses ( A diverse range of perspectives from convergence to divergence);
Methodology of social sciences: (review of their function and their role in Islamic or religious social sciences);
Social considerations and reflections of Muslim scholars: (social issues and strategic theories, theories and areas of sociology including sociology of religion, sociology of knowledge, historical sociology, cultural sociology);
Religious theorizing (inferred from Islamic resources) on social issues;
Reviewing and comparing social religious propositions of different religions;
Religious-Islamic sociology (subject, methods, theories, analysis and critique of approaches, goals and application, the relation of Islamic sociology with prevailing paradigms in sociology, the role and application of Islamic/religious sociology in Muslim and non-Muslim communities).
DOI: 10.17632/ww53gddjd6.1
title: Journal of Islam and Social Sciences; No.32

description: The journal scopes include but are not restricted to, the following areas:

Sociology of religion, Islamic sociology and Sociology of Islam;
Social philosophy: in the Quran, Scripture and other religious texts and Sunnah (tradition), in the views of Muslim scholars and comparison of different attitudes and approaches;
Philosophy of social sciences: In Islamic or other religious sourses ( A diverse range of perspectives from convergence to divergence);
Methodology of social sciences: (review of their function and their role in Islamic or religious social sciences);
Social considerations and reflections of Muslim scholars: (social issues and strategic theories, theories and areas of sociology including sociology of religion, sociology of knowledge, historical sociology, cultural sociology);
Religious theorizing (inferred from Islamic resources) on social issues;
Reviewing and comparing social religious propositions of different religions;
Religious-Islamic sociology (subject, methods, theories, analysis and critique of approaches, goals and application, the relation of Islamic sociology with prevailing paradigms in sociology, the role and application of Islamic/religious sociology in Muslim and non-Muslim communities).
DOI: 10.7910/dvn/6crl0x
title: Replication Data for: Modulation of superconductivity across a Lifshitz transition in alternating-angle twisted quadrilayer graphene

description: Replication Data for: Modulation of superconductivity across a Lifshitz transition in alternating-angle twisted quadrilayer graphene
DOI: 10.17632/hvpk8vhfg7
title: Journal of Islam and Social Sciences; No.33

description: In the current era, the importance of the fundamental role of the humanities and social sciences in realizing a coherent and civilization-building intellectual system and their application in social control and development in Islamic societies is more clear and recognizable than ever before. In addition, research into the foundations of these sciences, their criticism and evaluation, efforts to extract Islamic foundations and perspectives in the field of humanities, and in this regard, their Islamization and localization play a significant role and necessity. For this purpose, the most important and fundamental step is to present, examine, and criticize the foundations, perspectives, and theories of these sciences and to present theoretical frameworks that have the necessary and sufficient coordination with our cultural and religious foundations. Therefore, conducting fundamental, developmental, and applied research in the field of social sciences and their relations with religion, and evaluating and examining existing schools of thought in this field, are among the goals and missions of the quarterly journal "Islam and Social Sciences."

The journal scopes include but are not restricted to, the following areas:

Sociology of religion, Islamic sociology and Sociology of Islam;
Social philosophy: in the Quran, Scripture and other religious texts and Sunnah (tradition), in the views of Muslim scholars and comparison of different attitudes and approaches;
DOI: 10.17632/hvpk8vhfg7.1
title: Journal of Islam and Social Sciences; No.33

description: In the current era, the importance of the fundamental role of the humanities and social sciences in realizing a coherent and civilization-building intellectual system and their application in social control and development in Islamic societies is more clear and recognizable than ever before. In addition, research into the foundations of these sciences, their criticism and evaluation, efforts to extract Islamic foundations and perspectives in the field of humanities, and in this regard, their Islamization and localization play a significant role and necessity. For this purpose, the most important and fundamental step is to present, examine, and criticize the foundations, perspectives, and theories of these sciences and to present theoretical frameworks that have the necessary and sufficient coordination with our cultural and religious foundations. Therefore, conducting fundamental, developmental, and applied research in the field of social sciences and their relations with religion, and evaluating and examining existing schools of thought in this field, are among the goals and missions of the quarterly journal "Islam and Social Sciences."

The journal scopes include but are not restricted to, the following areas:

Sociology of religion, Islamic sociology and Sociology of Islam;
Social philosophy: in the Quran, Scripture and other religious texts and Sunnah (tradition), in the views of Muslim scholars and comparison of different attitudes and approaches;
DOI: 10.15468/uts5mp
title: New genus of Lumbriculidae (Annelida, Clitellata) from a karst spring in the Cantabrian Mountains, northern Spain

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rodriguez, Pilar (2023): New genus of Lumbriculidae (Annelida, Clitellata) from a karst spring in the Cantabrian Mountains, northern Spain. Zootaxa 5306 (4): 481-489, DOI: 10.11646/zootaxa.5306.4.6, URL: https://doi.org/10.11646/zootaxa.5306.4.6AbstractThe groundwater worms of the family Lumbriculidae exhibit high diversity and endemism in southern Europe. All stygobiont lumbriculid species known so far in this region belong to six genera. In the present study, a new stygobiont lumbriculid Fendia cantabrica n. gen. n. sp. is described, mainly based on distinct characteristics of the male duct structure. The male duct is semiprosoporous and the spermathecae (two pairs) are postatrial, starting in the ovarian segment. These characteristics are shared with only two lumbriculid genera: the Nearctic Eremidrilus and Holarctic Trichodrilus. The new genus is clearly distinguished from the former by the absence of proboscis, and from both genera by a remarkably complex structure of the atrium: a very strong musculature organized in several crossed layers, a protrusible penis with a singular hydrostatic skeleton, and two prostate glands, which join separately to the atrial ampulla by short stalks.
DOI: 10.17632/hvw3gb25r8
title: Surface electromyography

description: Including electromyogram (EMG) and electromyographic signal analysis report, with values for △AEMG, △iEMG, △RMS, △RMSmax, △MPF, and △MF.
DOI: 10.17632/hvw3gb25r8.1
title: Surface electromyography

description: Including electromyogram (EMG) and electromyographic signal analysis report, with values for △AEMG, △iEMG, △RMS, △RMSmax, △MPF, and △MF.
DOI: 10.17632/jz98hpxjpk
title: Reproduction Folder for "How Cultural Trade Policy Shapes Export Performance? A Theoretical and Empirical Study of China’s Cultural Product Exports"

description: This folder supports the research article titled "How Cultural Trade Policy Shapes Export Performance? A Theoretical and Empirical Study of China’s Cultural Product Exports". It contains the data, code and readme document used in the research.
DOI: 10.17632/jz98hpxjpk.1
title: Reproduction Folder for "How Cultural Trade Policy Shapes Export Performance? A Theoretical and Empirical Study of China’s Cultural Product Exports"

description: This folder supports the research article titled "How Cultural Trade Policy Shapes Export Performance? A Theoretical and Empirical Study of China’s Cultural Product Exports". It contains the data, code and readme document used in the research.
DOI: 10.15468/47zuez
title: Additions to the genus Periconia from northern Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tian, Xingguo, Tibpromma, Saowaluck, Karunarathna, Samantha C., Dai, Dongqin, Bao, Danfeng, Mapook, Ausana, Jayawardena, Ruvishika S. (2022): Additions to the genus Periconia from northern Thailand. Phytotaxa 555 (1): 73-86, DOI: 10.11646/phytotaxa.555.1.5, URL: http://dx.doi.org/10.11646/phytotaxa.555.1.5AbstractPineapple is one of the economically important fruits in Chiang Rai Province but few studies have been carried out on fungal saprobes on this plant. During a survey of fungal saprobes on pineapple, several dead leaves covered by hyphomycetous fungi with effuse colonies, dark brown to black on the host substrate were collected. Phylogenetic analyses of combined ITS, LSU, SSU, and TEF1-α sequence data revealed that our fungal collections are members of Periconia. Based on morphological comparisons and multi - locus phylogeny we introduce a new species (Periconia ananasi sp. nov.) and a new host and geographic record for Periconia epilithographicola. The results expand our knowledge of microfungi on pineapple. Full descriptions, illustrations, and multi - locus phylogeny of the taxa studied are provided.
DOI: 10.17632/6z4bytjvww
title: Agent Based Monte Carlo Simulation Data

description: The data is prepared for Research Paper titled "Port Resilience to Typhoon Disruptions: An Agent-Based Monte-Carlo Simulation of Rerouting and Capacity Policies". data includes all the results and their respective Python scripts.
DOI: 10.17632/6z4bytjvww.1
title: Agent Based Monte Carlo Simulation Data

description: The data is prepared for Research Paper titled "Port Resilience to Typhoon Disruptions: An Agent-Based Monte-Carlo Simulation of Rerouting and Capacity Policies". data includes all the results and their respective Python scripts.
DOI: 10.17632/8kwn35ppcd
title: DEBI-NN: Genetic algorithm vs. gradient descent data

description: In this study, we compared genetic algorithm (GA) and gradient descent (GD) for training the DEBI-NN architecture, a neural network model based on the Euclidian spatial encoding of neurons in order to drastically reduce the number of trainable parameters. Across all evaluated datasets (synthetic and clinical), GA consistently outperformed GD in terms of balanced accuracy, sensitivity, and specificity, both approaches being optimized in terms of hyperparameters. Specifically, GA achieved 100% balanced accuracy on the synthetic task (vs 83% for GD) and consistently higher performance across the clinical datasets (DLBCL: 83% vs 78%; HECKTOR: 80% vs 67%; Fetal: 81% vs 66%). These findings confirm the limitations of gradient-based optimization for architectures with highly interdependent parameters, as is the case for DEBI-NN, where modifying a single neuron’s position affects all its associated weights. GA thus appears better suited to navigating the resulting non-convex landscape by leveraging its population-based exploratory dynamics.
Four datasets were relied on for the experimental framework established to compare the performance of GA and GD on the DEBI-NN architecture.

- Synthetic Dataset (1000 samples): A simple, non-linear 2D dataset designed to assess the capacity of both optimization algorithms to learn non-linear decision boundaries.
- HECKTOR 2022 Dataset (HPV): This dataset was collected and curated within the context of the 2022 MICCAI challenge (HECKTOR) [1]. It contains 232 18F-FluoroDeoxyGlucose (FDG) Positron Emission Tomography/Computed Tomography (PET/CT) images. The input data combined 8 clinical variables (age, gender, etc.) and 28 Image Biomarker Standardization Initiative (IBSI)-compliant 3D radiomic features extracted from the delineated tumor volumes in both the FDG PET and CT scans.
- DLBCL Dataset (Diffuse Large B-Cell Lymphoma) [2]: 85 cases with both clinical data (7 features) and PET/CT scans from which 10 radiomic features were extracted. The goal was to predict 2-year event-free survival (EFS) as a binary task.
- Fetal Cardiotocography Dataset [3]: 2,126 fetal cardiotocograms (CTGs) characterized by 21 features, with labels obtained through a consensus of three expert obstetricians. The task here consists in classifying the fetal state as Normal, Suspect, or Pathologic. 

An executable is available to reproduce the experiments.

[1] Andrearczyk, Vincent, et al. "Overview of the HECKTOR challenge at MICCAI 2022: automatic head and neck tumor segmentation and outcome prediction in PET/CT." 3D Head and Neck Tumor Segmentation in PET/CT Challenge. Cham: Springer Nature Switzerland, 2022. 1-30. 

[2] Ritter, Zsombor, et al. "Two-year event-free survival prediction in DLBCL patients based on in vivo radiomics and clinical parameters." Frontiers in Oncology 12 (2022): 820136. 

[3] Campos, D. and J. Bernardes. "Cardiotocography." UCI Machine Learning Repository, 2000, https://doi.org/10.24432/C51S4N.
DOI: 10.17632/8kwn35ppcd.1
title: DEBI-NN: Genetic algorithm vs. gradient descent data

description: In this study, we compared genetic algorithm (GA) and gradient descent (GD) for training the DEBI-NN architecture, a neural network model based on the Euclidian spatial encoding of neurons in order to drastically reduce the number of trainable parameters. Across all evaluated datasets (synthetic and clinical), GA consistently outperformed GD in terms of balanced accuracy, sensitivity, and specificity, both approaches being optimized in terms of hyperparameters. Specifically, GA achieved 100% balanced accuracy on the synthetic task (vs 83% for GD) and consistently higher performance across the clinical datasets (DLBCL: 83% vs 78%; HECKTOR: 80% vs 67%; Fetal: 81% vs 66%). These findings confirm the limitations of gradient-based optimization for architectures with highly interdependent parameters, as is the case for DEBI-NN, where modifying a single neuron’s position affects all its associated weights. GA thus appears better suited to navigating the resulting non-convex landscape by leveraging its population-based exploratory dynamics.
Four datasets were relied on for the experimental framework established to compare the performance of GA and GD on the DEBI-NN architecture.

- Synthetic Dataset (1000 samples): A simple, non-linear 2D dataset designed to assess the capacity of both optimization algorithms to learn non-linear decision boundaries.
- HECKTOR 2022 Dataset (HPV): This dataset was collected and curated within the context of the 2022 MICCAI challenge (HECKTOR) [1]. It contains 232 18F-FluoroDeoxyGlucose (FDG) Positron Emission Tomography/Computed Tomography (PET/CT) images. The input data combined 8 clinical variables (age, gender, etc.) and 28 Image Biomarker Standardization Initiative (IBSI)-compliant 3D radiomic features extracted from the delineated tumor volumes in both the FDG PET and CT scans.
- DLBCL Dataset (Diffuse Large B-Cell Lymphoma) [2]: 85 cases with both clinical data (7 features) and PET/CT scans from which 10 radiomic features were extracted. The goal was to predict 2-year event-free survival (EFS) as a binary task.
- Fetal Cardiotocography Dataset [3]: 2,126 fetal cardiotocograms (CTGs) characterized by 21 features, with labels obtained through a consensus of three expert obstetricians. The task here consists in classifying the fetal state as Normal, Suspect, or Pathologic. 

An executable is available to reproduce the experiments.

[1] Andrearczyk, Vincent, et al. "Overview of the HECKTOR challenge at MICCAI 2022: automatic head and neck tumor segmentation and outcome prediction in PET/CT." 3D Head and Neck Tumor Segmentation in PET/CT Challenge. Cham: Springer Nature Switzerland, 2022. 1-30. 

[2] Ritter, Zsombor, et al. "Two-year event-free survival prediction in DLBCL patients based on in vivo radiomics and clinical parameters." Frontiers in Oncology 12 (2022): 820136. 

[3] Campos, D. and J. Bernardes. "Cardiotocography." UCI Machine Learning Repository, 2000, https://doi.org/10.24432/C51S4N.
DOI: 10.17632/pphnnjstvy
title: K–12 school acoustic design grey literature dataset

description: This study constructed a dataset derived from systematic mapping of grey literature related to acoustic design in K-12 schools, comprising 142 school building projects with documented acoustic design information from 22 countries. Data were primarily collected from project documents publicly released by architectural firms, acoustic consultants, and acoustic material suppliers. All projects contained identifiable acoustic design-related information and met the predetermined inclusion and exclusion criteria. Projects in the dataset were processed using standardized coding, including: basic project information (project ID, country, completion year, educational level, construction type, and source category), 19 space types, five major categories, and 23 subcategories: Interior Surface (IS), Room Acoustic Elements (RA), Spatial Planning (SP), Envelope/Partition (EN), and Systems & Equipment (SE). Quantitative acoustic performance metrics reported in the literature and their reporting status (design targets, simulation predictions, or post-completion measurements) were also included in the analysis. AACODS quality scores are also included in the dataset.