cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2kn5ymgwvg.1
title: CDF Lecture Notes on Membrane Excitability

description: These Mathematica® dynamic lecture notes (CDF, computational document format) focus on principles governing the generation of cellular electricity in general, and the "action potential", a pulse-like voltage wave across membranes of excitable cells (e.g. nervous system, muscles, heart, endocrine system), in particular. Cellular electrical phenomena are supported by ionic currents across membranes; so we start by describing the behaviour of ions in solution and ways by which ionic currents across membranes are realised. These include diffusion, osmosis-related ionic fluxes, and fluxes down electrochemical gradients. We then continue with dynamics of macroscopic and microscopic membrane ionic conductances and their relation to electricity. The lectures then focus on introduction to different classes of mathematical models that capture the phenomenon and mechanism of action potential generation at various timescales. A partial list of sources used: [1] B. Hille. Ion channels of excitable membranes. Sinauer, Sunderland, Mass., 3rd ed edition, 2001. [2] D. Murray. Mathematical Biology. Springer, Berlin, 1993. [3] J. J. B. Jack, D. Noble, and R. W. Tsien. Electric current flow in excitable cells. Oxford: Clarendon Press, 1975. [4] E. M. Izhikevich. Dynamical systems in neuroscience. MIT press, 2007. [5] B. Sakmann and E. Neher. Single-Channel Recording. Springer, 2009. [6] Various physiological and biophysical articles in professional journals
DOI: 10.17632/r9bfpnvyxr.1
title: Monkeypox Skin Images Dataset (MSID)

description: The latest outbreak of monkeypox has now become a source of concern for healthcare professionals throughout the world. It is essential to have an early diagnosis in order to slow down its rapid progression. For this purpose, we have created a new skin image-based dataset for the detection of monkeypox disease. This dataset consists of four classes: Monkeypox, Chickenpox, Measles, and Normal. All the image classes are collected from internet-based sources. The entire dataset has been developed by the Department of Computer Science and Engineering, Islamic University, Kushtia-7003, Bangladesh.
DOI: 10.17632/8bkwx6j2jm.1
title: slot online

description: Revolusi Hiburan Digital: Era Baru Slot Online
Perkembangan teknologi telah membawa kita ke era baru dalam banyak aspek kehidupan, termasuk dalam dunia hiburan. Salah satu yang paling menonjol adalah revolusi di bidang permainan judi online, khususnya slot online. Kini, slot online tidak hanya sekedar permainan judi, tapi telah menjadi bagian integral dari industri hiburan digital global.

Perkembangan Teknologi Slot
Dulu, slot hanya bisa dimainkan di mesin fisik yang besar dan berat, dengan pilihan permainan yang terbatas. Namun, berkat kemajuan teknologi, slot online kini menawarkan ratusan bahkan ribuan tema dan variasi permainan yang bisa diakses dari mana saja dan kapan saja. Dengan grafis yang memukau, animasi yang halus, dan efek suara yang mendebarkan, slot online menawarkan pengalaman yang imersif dan menghibur bagi pemainnya.

Aksesibilitas dan Kemudahan
Salah satu faktor yang mendorong popularitas slot online adalah aksesibilitasnya. Dengan smartphone atau komputer dan koneksi internet, siapapun bisa mengakses permainan slot online dari berbagai belahan dunia. Ini membuka peluang bagi jutaan orang untuk menikmati hiburan berkualitas tinggi tanpa harus meninggalkan rumah.

Fitur Inovatif
Slot online terus berevolusi dengan menawarkan fitur-fitur baru yang membuat permainan menjadi lebih menarik dan interaktif. Fitur-fitur seperti putaran gratis, bonus permainan, wilds, scatters, dan jackpot progresif menambah keseruan dan memberikan peluang kemenangan yang lebih besar bagi pemain. Beberapa permainan slot online bahkan mengintegrasikan cerita dan karakter, mirip dengan video game, yang membuat pemain lebih terlibat dengan permainan.

Keamanan dan Kejujuran
Perkembangan teknologi juga membawa peningkatan signifikan dalam keamanan dan kejujuran permainan. Kasino online kini menggunakan teknologi enkripsi canggih untuk melindungi data dan transaksi pemain. Selain itu, penggunaan Random Number Generator (RNG) memastikan bahwa hasil permainan slot online benar-benar acak dan adil, memberikan kepercayaan kepada pemain bahwa mereka bermain di platform yang aman.

Tantangan dan Masa Depan
Meskipun slot online menawarkan banyak keuntungan, tantangan seperti regulasi yang ketat dan isu kecanduan judi tetap ada. Namun, industri ini terus berinovasi untuk menanggapi tantangan tersebut, termasuk memperkenalkan fitur-fitur yang mempromosikan permainan yang bertanggung jawab.

Di masa depan, kita dapat mengharapkan inovasi lebih lanjut dalam slot online, termasuk integrasi dengan teknologi baru seperti virtual reality (VR) dan augmented reality (AR), yang akan membawa pengalaman pemain ke level yang sama sekali baru. Era baru slot online menjanjikan tidak hanya keseruan dan hiburan, tapi juga pengalaman yang lebih kaya dan lebih imersif untuk semua orang.

Revolusi hiburan digital melalui slot online adalah bukti dari bagaimana teknologi dapat mengubah cara kita bermain dan menghibur diri. Dengan
DOI: 10.17632/twvch2sw66.2
title: Supplemental data files for: Stress and Deformation Characteristics of the Southern Tibetan Lithosphere: Insights from Electrical Anisotropic Studies

description: Data files for a magnetotellurics profile to study the electrical anisotropy structures of the southern Tibetan Plateau, conducted by China University of Geosciences, Beijing.
DOI: 10.17632/vmxhn95j8z.3
title: Pixel-wise Annotation for Clear and Contaminated Regions Segmentation in Wireless Capsule Endoscopy Images: A Multicentre Database

description: The first publicly available clear and contaminated regions segmentation mask multicentre dataset created by precisely annotating 17593 copyright-free CC BY 4.0 licensed small bowel capsule endoscopy images collected from Kvasir capsule endoscopy dataset (1), SEE-AI project database (2), and CECleanliness dataset (3) . The provided dataset consists of 4 main folders available in the data repository, namely "Kvasir capsule endoscopy dataset", "SEE-AI project database", "CECleanliness dataset", and "Combination". In the "Combination" folder, there are four subfolders namely "Images", "Gastroenterologist 1"," Gastroenterologist 2", and " Gastroenterologist 3". The "Images" subfolder includes the randomly selected 153 images from the pool of raw Kvasir, SEE-AI, and CECleanliness datasets. The three remaining subfolders contain the corresponding created masks of the randomly chosen images by the three gastroenterologists.
Each one of the "Kvasir capsule endoscopy dataset", "SEE-AI project database", and "CECleanliness dataset" folders contain "Images", "Binary GT", "Tri-colour GT", and " Score" subfolders. 
In each subfolder, the "Images" contains raw frames from the related capsule endoscopy dataset.
The "Binary GT" folder contains a binary ground truth segmentation mask for each individual image of the original images folder. In a black-and –white segmentation mask image, white pixels represent clear regions while contaminated regions have been indexed by black pixels.
Considering the physiological meaning of bubbles and turbid fluids, the "Tri-colour GT" folder contain three-color manually annotated ground truth masks in which the bubble boundaries, turbid fluids, and clear tissue have been labeled by the blue, red, and white colors. Ground truth images in the binary masks, and tri-color masks folders share the same names as the raw images in the original images folder.
The "Score" subfolder in each folder includes an Excel file in which the amount of clear area in each image and its cleanliness level has been reported.

1. Smedsrud PH, Thambawita V, Hicks SA, Gjestang H, Nedrejord OO, Næss E, et al. Kvasir-Capsule, a video capsule endoscopy dataset. Sci Data. 2021;8(1):1–10. 
2. Yokote A, Umeno J, Kawasaki K, Fujioka S, Fuyuno Y, Matsuno Y, et al. Small bowel capsule endoscopy examination and open access database with artificial intelligence: The SEE‐artificial intelligence project. DEN Open. 2024;4(1):1–10. 
3. Noorda R, Nevárez A, Colomer A, Pons Beltrán V, Naranjo V. Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture. Sci Rep [Internet]. 2020;10(1):1–13. Available from: https://doi.org/10.1038/s41598-020-74668-8
DOI: 10.17632/9dfn8m6sgd.1
title: Negative regulation of BOK expression by recruitment of TRIM28 to regulatory elements in its 3’ untranslated region

description: dataset containing raw data from Fernandez-Marrero Y. et al., Negative regulation of BOK expression by recruitment of TRIM28 to regulatory elements in its 3’ untranslated region; iScience (2018), https://doi.org/10.1016/j.isci.2018.11.005
DOI: 10.15468/dl.rvyrr8
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothrops pictus (Tschudi, 1845)",
 "Year 2000-2024"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009298-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ykhxmsj3gj
title: Journal of Methodology of Social Sciences and Humanities ; No.82

description: Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

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.
DOI: 10.17632/5p4zbpy8wz.1
title: SeLLaI Mal-Eng: Sentence Level Language Identification of Malayalam-English Code-Mixed Text

description: SeLLaI Mal-Eng is a thoroughly curated and annotated dataset designed for sentence-level language identification in Malayalam-English code-mixed text. The dataset comprises 22,400 sentences composed using English alphabets. The dataset file is organized into two columns: sentence and language. The language annotation is categorized into three distinct classes: Manglish, Code-Mixed, and English. The sentences that belong to the Malayalam language and are composed using English alphabets are annotated as Manglish. Manglish sentences may consist of either only Malayalam words written in English alphabets or a combination of Malayalam and English words. Sentences containing words formed by combining Malayalam and English words where Malayalam suffixes are added to the end of English words or parts of English to enhance comprehension for Malayalam speakers are annotated as Code-Mixed. Sentences belonging to the English language and easily recognizable by English speakers are annotated as English.
DOI: 10.17632/trwfmgjjr6.1
title: Image Dataset for Tipburn Disorder Detection in Strawberry Leaves

description: The dataset contains images of strawberry leaves. There are 1431 images in the dataset. The dataset can be used for binary classification problems as there are leaves from two classes in the dataset:
1 - healthy leaves
2- leaves with calcium deficiency
DOI: 10.17632/ty4rnvxv7c.1
title: Generating relativistic pseudo-potentials with explicit incorporation of semi-core states using APE, the Atomic Pseudo-potentials Engine

description: Abstract We present a computer package designed to generate and test norm-conserving pseudo-potentials within Density Functional Theory. The generated pseudo-potentials can be either non-relativistic, scalar relativistic or fully relativistic and can explicitly include semi-core states. A wide range of exchange-correlation functionals is included. Title of program: Atomic Pseudo-potentials Engine (APE) Catalogue Id: AEAC_v1_0 Nature of problem Determination of atomic eigenvalues and wave-functions using relativistic and nonrelativistic Density-Functional Theory. Construction of pseudo-potentials for use in ab-initio simulations. Versions of this program held in the CPC repository in Mendeley Data AEAC_v1_0; Atomic Pseudo-potentials Engine (APE); 10.1016/j.cpc.2007.11.003 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/466djt2ccv.1
title: Data for: Seat Allocation Model for High-speed Railway Passenger Transportation Based on Flexible Train Composition
DOI: 10.17632/6rp6wrd2pr.2
title: Medical radar signal dataset

description: Data information
Subjects : 9 subjects (5 males, 4 females, mean age 24±5 years)
Data format : raw signals (.lvm & .csv files.)
File structure : The first 22 lines comprised a header. The variable names were displayed on line 23 in each column. After line 24, the signals were displayed. The information stored in each column was as follows: column 1: time; column 2: 24 GHz radar I-channel; column 3: 24 GHz radar Q-channel; column 4: 10 GHz radar I-channel; column 5: respiratory band signal; and column 6: ECG signal.
Sampling rate : 1000 Hz
Measurement time : 10 min

Also refer to the MATLAB code that pre-processes the signals and calculates the respiration rate and heart rates.
DOI: 10.17632/k9vfmdtbxm.1
title: CGAN Assists the Styles & Features Renovation of Street Facade—A case study of Wuyi area in Fujian, China(Training set for machine learning)

description: This dataset is about the paper "CGAN Assists the Styles & Features Renovation of Street Fa-cade—A case study of Wuyi area in Fujian, China".In the course of the research, we used a large number of vector maps of residential renovation in the Wuyishan area of China for training.Our study proposes a CGAN-based approach. The main purpose is to realize the style migration from local architectural style to village and town building facades, and to provide new design, decoration and restoration of building facades for the village and town architectural style. It has important practical value for the unified style and appearance management of large-scale and multi-building villages and towns.Our sample training images are divided into 3 types: building outline (BEP), functional zoning (FSL), and building facade (BE).Divided into 164 pictures, a total of 492 pictures. The BEP sample uses a grayscale image, and the color is black (R0, G0, B0). In the processing of FSL samples, in order to simplify the data, various elements in the building facade are represented by different colors and presented in the form of color pictures. In this study, 5 colors are used to represent the elements in the facade, that is, the door is red (R255, G99, B128), the window is green (R123, G132, B61), the wall is yellow (R243, G219, B181), and the guardrail is Blue (R3, G172, B213), brown roof (R171, G73, B64).
DOI: 10.17632/2p7s6pb4vc.3
title: DAST Dataset

description: DAST Dataset for Deciding About Semantic Complexity of Text By DAST Model
DOI: 10.17632/jsrx6tg24c
title: Adverse events after hedgehog inhibitor therapy: A global, propensity matched, retrospective cohort study supplemental figures

description: Supplemental datâ for the article "Adverse events after hedgehog inhibitor therapy: A global, propensity matched, retrospective cohort study"

Legend: 
Mendeley supplemental table 1. Screening flow diagram for primary analysis
DOI: 10.17632/c3gcmsm7fz.1
title: An Examination of the Meaning, Types, and Nature of Tenancy under the Nigerian Law

description: The concept of tenancy is widely used in Nigeria because a vast majority of Nigerians, occupying about 53% of the Nigerian population, live in urban areas. Out of this population, 85% lived in rented accommodations, devoting a large cent of their income to rent in houses owned by landlords to whom they pay rent on a monthly, quarterly, six-monthly, or yearly basis. This proves that tenancy agreements are widely used and still prevalent in today's Nigeria. Therefore, this work aims to briefly discuss the meaning, types, and nature of tenancy in Nigeria with a specific focus on the trends of the law on the subject matter. In undertaking this research, a doctrinal research methodology was employed. In essence, the study relied heavily on library materials to obtain information from both primary and secondary sources, such as statute books, textbooks, journal articles written by various legal scholars, internet sources, dictionaries, and judgments of the courts. The research observed that there is no uniform law regulating tenant/landlord relationships in Nigeria; as such, states adopt the most suitable laws to govern their jurisdictions. Besides that, most tenancy relationships are created/ entered into without resorting to the available laws. Again, there have been conflicting views on the types of tenancy by both the court and the academics. The worst is that there has not been any legislative pronouncement to settle the issue. To this end, the research recommended a total enforcement of the land tenure laws, set minimum structure for rental collection, and ensure maximum supervision of tenancy contracts.
DOI: 10.17632/svhyd44mks.1
title: Supplementary Materials

description: Supplementary file to "A Multi-Center, Randomized, Double-blind, Placebo-controlled, Dose-ranging Study Evaluating Efficacy and Safety of Vunakizumab in Patients with Moderate-to-Severe Plaque Psoriasis"
DOI: 10.17632/r4jgxk2mhn.2
title: Compiled Dataset of Concrete Mixture Environmental Product Declarations in the U.S.A.

description: The carbon footprint of a concrete structure is directly affected by the selected concrete mix. To better understand the influence of different concrete mixes, mix data was collected from Environmental Product Declarations (EPDs). Data from 39,213 U.S.A. concrete mix EPDs was obtained from public repositories provided by the American Society for Testing and Materials and the National Ready Mixed Concrete Association. The dataset provides information on life cycle assessment (LCA) midpoints (Global Warming Potential, Ozone Depletion Potential, Acidification Potential, Photochemical Ozone Creation Potential, Abiotic Depletion, Total Waste Disposed, and Consumption of Freshwater), concrete strength classes, declared unit, concrete curing time, production components, concrete manufacturers’ company and plant locations, and additional LCA information. This dataset enables users to quickly assess the environmental impacts (including the Global Warming Potential) of different concrete mixes without the need for extensive data collection and analysis. In summary, this dataset provides environmental information about concrete mixes to aid researchers, sustainability consultants, building practitioners, and policymakers to make sustainability-informed decisions when specifying concrete in the U.S.A.
DOI: 10.17632/hs9t22ydy7.1
title: Fibroblasts Acylcarnitines Palmitate Load TFP-LCHAD 

description: Excel spreadsheet with the acylcarnitine profiles of TFP/LCHAD deficiency fibroblasts and controls after unlabeled palmitate load  (Okun et al method).
DOI: 10.17632/tsdp553dsm.2
title: Economic, Environmental and Social Performance of Agroecology in Ethiopia

description: This dataset is a result of research conducted by a multidisciplinary team of researchers from Haramaya University, Ethiopia. It contains economic, environmental, and social indicators of sustainability. The data were generated using the Tool for Agroecological Performance Evaluation (TAPE) developed by the FAO (FAO, 2019). Primary data on basic socio-demographic, economic, institutional, social and ecological dimensions of agroecological performance were generated using a survey questionnaire uploaded on Kobo Toolbox (on a smart device). The data collection and overall field work were supported by the FAO, and supervised by the researchers and local research translation partners. The data contained herein refers to 619 smallholder farms located in four districts of Oromia and Southern Nations, Nationalities and People's (SNNP) regions.
DOI: 10.17632/zcp5httw5c.1
title: Consumer Perceptions towards Unsolicited Advertisements on Social Media

description: Data from 837 US-based social media user respondents measuring ad avoidance behaviour, perceived ad benefits, privacy concern, and intrusiveness against unsolicited social media advertisements.
DOI: 10.17632/97dk2m6cz8.1
title: Replication code for Now, Later, or Never? Evidence on the Effect of Weather Shocks on Female Genital Cutting in Sub-Saharan Africa

description: We provide the first causal evidence that economic conditions can affect a family's decision to practice female genital cutting (FGC). In a conceptual framework that overlays economic intuition with an extensive review of ethnographic literature, we argue that economic shocks can affect the (perceived) costs and benefits of FGC in multiple ways, and the direction of their impact is unclear a priori. Empirically, on average, families in Sub-Saharan Africa delay or forgo FGC in response to droughts. Conservatively, a drought changes outcomes for 7 percent of girls at risk of undergoing FGC. Additionally, we show new stylized facts on the diversity of ethno-cultural traditions around practicing FGC and find suggestive evidence that these traditions affect the sign of the impact of droughts. We also find evidence of intra-household spillovers--droughts that are relevant for an older daughter also affect younger daughters. While norms are sticky, economic conditions can change those norms.
DOI: 10.17632/mpn45f4gxc.1
title: Bearing_Dataset_XJTU_Processed

description: Brief description of the provided data

**originaldata** contains the vibration data in .mat files. We use publicly available XJTU-SY bearing run-to-failure dataset Biao Wang, Yaguo Lei, Naipeng Li, Ningbo Li, “A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings”, IEEE Transactions on Reliability, vol. 69, no. 1, pp. 401-412, 2020.

**processeddata** contains vibration data processed into velocity domain and features extracted
DOI: 10.17632/xwv7bpp5rn.2
title: A dataset for determining the dependence of rice grain quality of 48 Japanese cultivars with varying heat tolerance on weather conditions during grain filling

description: Through a systematic literature search, a dataset of 1302 field observations of chalky grain covering 48 cultivars from five different heat tolerant ranks (HTRs) at 44 sites across Japan was created. The dataset also contains the meteorological variables during their grain filling period, such as the cumulative mean air temperature above 26 °C (TaHD), mean solar radiation, and mean relative humidity over 20 days after heading, calculated using the gridded daily meteorological dataset with a 1-km resolution developed by NARO.