bluuebunny/crossref_metadata_2025_split huggingface dataset:
Comparative analysis of audio classification with MFCC and STFT features using machine learning techniques
Authors: Gourisaria Mahendra Kumar , Agrawal Rakshit , Sahni Manoj , Singh Pradeep Kumar 
Published: January 2024

AbstractIn the era of automated and digitalized information, advanced computer applications deal with a major part of the data that comprises audio-related information. Advancements in technology have ushered in a new era where cutting-edge devices can deliver comprehensive insights into audio content, leveraging sophisticated algorithms such such as Mel Frequency Cepstral Coefficients (MFCCs) and Short-Time Fourier Transform (STFT) to extract and provide pertinent information. Our study helps in not only efficient audio file management and audio file retrievals but also plays a vital role in security, the robotics industry, and investigations. Beyond its industrial applications, our model exhibits remarkable versatility in the corporate sector, particularly in tasks like siren sound detection and more. Embracing this capability holds the promise of catalyzing the development of advanced automated systems, paving the way for increased efficiency and safety across various corporate domains. The primary aim of our experiment is to focus on creating highly efficient audio classification models that can be seamlessly automated and deployed within the industrial sector, addressing critical needs for enhanced productivity and performance. Despite the dynamic nature of environmental sounds and the presence of noises, our presented audio classification model comes out to be efficient and accurate. The novelty of our research work reclines to compare two different audio datasets having similar characteristics and revolves around classifying the audio signals into several categories using various machine learning techniques and extracting MFCCs and STFTs features from the audio signals. We have also tested the results after and before the noise removal for analyzing the effect of the noise on the results including the precision, recall, specificity, and F1-score. Our experiment shows that the ANN model outperforms the other six audio models with the accuracy of 91.41% and 91.27% on respective datasets.
A Quantum-Like Tensor Compression Sentence Representation Based on Constraint Functions for Semantics Analysis
Authors: Yu Yan , Qiu Dong , Yan Ruiteng 
Published: January 2024

AbstractTo emphasize the semantic impact of local semantic and grammatical information among adjacent words in the input text, we establish a constraint functions-based quantum-like tensor compression sentence representation model by integrating the concept of extending the pure state-based density matrix to the mixed-state projection operator in quantum mechanics. The provided model highlights the semantic significance of mixed word associations in the input text, simultaneously reducing the reliance on information derived solely from dictionary statistics. We combine the correlation coefficient with the attention mechanism to establish the correlation coefficient between words. The quantum-like sentence representation based on pure state density matrix is extended to the projection operator of mixed states. Combining the acquisition of maximum in convex optimization, a constraint functions-based quantum-like text representation pruning model is established to reduce redundant information caused by dimensional expansion of tensor operations. The experimental results on SICK-2014, STS-benchmark, and STS-companion show that the provided model is more effective than the mainstream models in mining semantic information, especially more sensitive to the negative semantics of sentences.
Surveillance Compliance and Quality of Life Assessment Among Surgical Patients with Familial Adenomatous Polyposis Syndrome
Authors: Alhassan Noura , Helmi Hadeel , Alzamil Abdullah , Alshammari Afraj , Altamimi Atheer , Alshammari Sulaiman , Bin Traiki Thamer , Albanyan Saleh , AlKhayal Khayal , Zubaidi Ahmad , Al-Obeed Omar 
Published: January 2024

Abstract
Background
Familial adenomatous polyposis (FAP) syndrome has a near-100% lifetime risk of colorectal cancer. Early surveillance and prophylactic surgery have been advocated to reduce this risk. However, the surveillance practices among FAP individuals in Saudi Arabia are unknown. We aimed to explore surveillance compliance in our population, as well as the disease impact on their quality of life (QoL).

Methods
All patients with FAP who underwent surgical resection at King Saud University Medical City between 2016 and 2022 were included. Demographic data, clinical features, family history, and compliance with surveillance were collected and analyzed. QoL questionnaires: Short-form health survey (SF-36) and European Organization for Research and Treatment (EORTC) were conducted by phone interview.

Results
A total of 14 patients were included with an average age of 25 years. Three patients (21.4%) were the first of their family members to develop FAP. Nine patients (64%) were untested for genetic mutation due to lack of referral to geneticists. The compliance rate toward both pre-operative colonoscopy and upper endoscopy were 78%. However, 38% and 27% compliance rates were observed toward initial and post-operative colonoscopy, respectively. The compliance rate was 14% toward thyroid ultrasound. QoL scores varied among patients, with a mean score above 60 across all SF-36 domains.

Conclusion
An overall poor compliance was observed among our participants, particularly toward thyroid ultrasound. Increased health awareness and patient education are essential. In addition, the importance of surveillance and genetic counseling should be emphasized among physicians treating these patients.
Global Cervical Cancer Incidence by Histological Subtype and Implications for Screening Methods
Authors: Wang Minmin , Huang Kepei , Wong Martin C. S. , Huang Junjie , Jin Yinzi , Zheng Zhi-Jie 
Published: January 2024

Abstract
Background
Cervical cancer is a major global health concern, disproportionately affecting women in developing countries. Cervical cancer has two primary subtypes, squamous cell carcinoma (SCC) and adenocarcinoma (AC), each with distinct characteristics and screening effectiveness. In this study, we aimed to estimate the global incidence of cervical cancer according to histological subtype to inform prevention strategies.

Methods
Using data from population-based cancer registries, we computed the rates of SCC, AC, and other specified histology among all cervical cancer cases by country and by 5-year age group. Proportions were subsequently applied to the estimated number of cervical cancer cases from the Global Cancer Observatory 2020. Age-standardized incidence rates were calculated.

Results
SCC accounted for 82.72% of global cervical cancer cases, with AC contributing 12.18%. The highest SCC incidence was in Sub-Saharan Africa (29.79 per 100,000 population). The AC incidence was highest in South-Eastern Asia (3.67 per 100,000 population). Age-specific trends showed SCC peaking at approximately age 55 years and AC plateauing after age 45 years.

Conclusions
This study provided a comprehensive estimate of cervical cancer incidence by histological subtype. SCC remained the dominant subtype globally, whereas the incidence of AC varied across regions. These findings highlighted the need for tailored prevention strategies, especially testing for human papillomavirus to detect AC in high burden areas.
Source apportionment of ambient PM2.5 in Ho Chi Minh City, Vietnam
Authors: Tran Ngoc , Fujii Yusuke , Khan Md Firoz , Hien To Thi , Minh Tran Hoang , Okochi Hiroshi , Takenaka Norimichi 
Published: January 2024

AbstractThe emission sources of fine particulate matter (PM2.5) have not yet been fully identified in Ho Chi Minh City (HCMC), Vietnam, presenting difficulties to authorities in controlling air pollution efficiently. To address this issue, this study explores the source apportionment of PM2.5 by the positive matrix factorization (PMF) model and identifies potential regional sources through the weighted concentration-weighted trajectory (WCWT) model based on the field observation data of PM2.5 in HCMC. 24-h PM2.5 samples were collected in central HCMC for a year (September 2019–August 2020). Herein, inductively coupled plasma mass spectroscopy was used to analyze trace elements, in addition to identifying PM2.5 mass and other chemical species, such as water-soluble ions and carbonaceous species, reported in our former study. The PMF results showed that PM2.5 in HCMC was dominated by anthropogenic-rich sources comprising biomass burning, coal combustion, transportation, and crustal origins (36.4% of PM2.5 mass), followed by secondary ammonium sulfate (18.4%), sea salt (13.7%), road dust (9.6%), and coal and crude oil combustion (9.4%). WCWT results suggested that the geological sources of PM2.5 were mainly from local areas and scattered to the northeast/southwest of HCMC. In addition, the long-range transport of PM2.5 from surrounding countries was revealed during the assembly restriction and lockdown period in 2020.
Graphical Abstract
Study on endotoxin in indoor environment: research at equine-related facilities in Japan
Authors: Ogasawara Takeshi , Kim Hoon , Lim Eunsu 
Published: January 2024

AbstractIn recent years, endotoxins have received considerable attention as substances associated with allergic diseases. Endotoxins are cell wall components of gram-negative bacteria that are widely present in the living environment. Endotoxin concentrations are particularly high in environments where animals are housed. However, while the status of endotoxin concentrations in the general environment is becoming clearer, there remains a scarcity of studies in environments with potentially higher concentrations.In this study, we measured indoor endotoxin concentrations in buildings in Japan that are strongly associated with horses. The target buildings include a “Magariya,” an old Japanese house, an accommodation facility connected to a horse stable, and a stable specifically for thoroughbreds. Air and dust samples were collected at these measurement targets and analyzed for air and dust concentrations.Airborne concentrations were higher in buildings with horses present than in buildings without horses, and the presence/absence of horses is thought to have a significant effect on the airborne concentration of endotoxin. Additionally, as the density of horses increases, endotoxin concentrations also tend to increase. Dust concentration had different values in different rooms even in the same building. These results suggest that dust concentrations may be affected by floor materials, frequency of cleaning, and frequency of human traffic from areas of high concentrations. Endotoxin concentrations were high in the stable during the work because of the replacement of the dried straw in the stalls and the removal of horse excrement. These results are expected to be useful in controlling endotoxin concentrations in indoor environments of various building types.
Species discrimination in the multituberculate Mesodma Jepsen, 1940 (Mammalia, Allotheria): considerations of size, shape, and form
Authors: Ashbaugh Austin J. , Scott Craig S. , Wilson Mantilla Gregory P. , Theodor Jessica M. 
Published: January 2024

AbstractAlthough knowledge of their fossil record continues to improve, multituberculates nonetheless remain one of the more poorly understood mammalian clades, which can be attributed to a record comprised of isolated teeth and fragmentary jaws. Fortunately, the p4 of multituberculates is the most common form of remains for this group and is a principal source of diagnostic characters in systematic studies, the p4 of cimolodontan multituberculates is both common and a source of diagnostic characters in systematic studies. The results of a recent morphometric study on the neoplagiaulacid Mesodma suggest that p4 size may be more useful than shape in diagnosing the various species referred to this genus. We tested this hypothesis by applying two different morphometric methods (2D geometric morphometrics and linear measurements) to two samples: (1) one including the p4s of four known species of Mesodma (M. ambigua, M. thompsoni, M. formosa, and M. pygmaea), and (2) a sample of unidentified p4s of Mesodma from the Bug Creek Anthills locality of northeastern Montana. Our results indicate that while form explains most of the morphological variation in p4s of the various species of Mesodma, linear-measurement data support differences in p4 morphology that are not recovered by form data alone. Depending on the methods used, we found evidence for the presence of one or more species of Mesodma in the Bug Creek Anthills fauna. Although shape and size both contribute to morphological variation in the p4 of Mesodma, our results suggest that the diagnostic power of each varies with the type of methodology employed.
PARTITION OF LARGE SUBSETS OF SEMIGROUPS
Authors: ZHANG TENG 
Published: January 2024

Abstract
It is known that in an infinite very weakly cancellative semigroup with size

$\kappa $

, any central set can be partitioned into

$\kappa $

central sets. Furthermore, if

$\kappa $

contains

$\lambda $

almost disjoint sets, then any central set contains

$\lambda $

almost disjoint central sets. Similar results hold for thick sets, very thick sets and piecewise syndetic sets. In this article, we investigate three other notions of largeness: quasi-central sets, C-sets, and J-sets. We obtain that the statement applies for quasi-central sets. If the semigroup is commutative, then the statement holds for C-sets. Moreover, if

$\kappa ^\omega = \kappa $

, then the statement holds for J-sets.
Glacier fluctuation chronology since the latest Pleistocene at Mount Rainier, Washington, USA
Authors: Samolczyk Mary , Osborn Gerald , Menounos Brian , Clark Douglas , Davis P. Thompson , Clague John J. , Koch Johannes 
Published: January 2024

AbstractLarge stratovolcanoes in the Cascade Range have high equilibrium-line altitudes that support glaciers whose Holocene and latest Pleistocene advances are amenable to dating. Glacier advances produced datable stratigraphic sequences in lateral moraines, which complement dating of end moraines. New mapping of glacial deposits on Mount Rainier using LIDAR and field observations supports a single latest Pleistocene or early Holocene advance. Rainier R tephra overlies deposits from this advance and could be as old as >11.6 ka; the advance could be of Younger Dryas age. Radiocarbon ages on wood interbedded between tills in the lateral moraines of Nisqually, Carbon, and Emmons glaciers and the South Tahoma glacier forefield suggest glacier advances between 200 and 550 CE, correlative with the First Millennium Advance in western Canada, and during the Little Ice Age (LIA) beginning as early as 1300 CE.These results resolve previous contradictory interpretations of Mount Rainier's glacial history and indicate that the original proposal of a single pre-Neoglacial cirque advance is correct, in contrast to a later interpretation of two advances of pre- and post-Younger Dryas age, respectively. Meanwhile, the occurrence of the pre-LIA Burroughs Mountain Advance, interpreted in previous work as occurring 3–2.5 ka, is questionable based on inherently ambiguous interpretations of tephra distribution.
Pyrroloquinoline quinone supplementation attenuates inflammatory liver injury by STAT3/TGF-β1 pathway in weaned piglets challenged with lipopolysaccharide
Authors: Huang Caiyun , Yu Xuanci , Shi Chenyu , Wang Mengshi , Li Ang , Wang Fenglai 
Published: January 2024

AbstractThis study is aimed to evaluate the effect and underling mechanism of dietary supplementation with pyrroloquinoline quinone (PQQ) disodium on improving inflammatory liver injury in piglets challenged with lipopolysaccharide (LPS). A total of seventy-two crossbred barrows were allotted into four groups as follows: the CTRL group (basal diet + saline injection); the PQQ group (3 mg/kg PQQ diet + saline injection); the CTRL + LPS group (basal diet + LPS injection) and the PQQ + LPS group (3 mg/kg PQQ diet + LPS injection). On days 7, 11 and 14, piglets were challenged with LPS or saline. Blood was sampled at 4 h after the last LPS injection (day 14), and then the piglets were slaughtered and liver tissue was harvested. The results showed that the hepatic morphology was improved in the PQQ + LPS group compared with the CTRL + LPS group. PQQ supplementation decreased the level of serum inflammatory factors, aspartate aminotransferase and alanine transaminase, and increased the HDL-cholesterol concentration in piglets challenged with LPS; piglets in the PQQ + LPS group had lower liver mRNA level of inflammatory factors and protein level ofα-smooth muscle actin than in the CTRL + LPS group. Besides, mRNA expression of STAT3/TGF-β1 pathway and protein level of p-STAT3(Tyr 705) were decreased, and mRNA level ofPPARαand protein expression of p-AMPK in liver were increased in the PQQ + LPS group compared with the CTRL + LPS group (P< 0·05). In conclusion, dietary supplementation with PQQ alleviated inflammatory liver injury might partly via inhibition of the STAT3/TGF-β1 pathway in piglets challenged with LPS.
Carl Schmitt's Multifaceted Rejection of Political Compromises
Authors: Baume Sandrine 
Published: January 2024

AbstractCarl Schmitt's constant denunciation of political compromises has received little attention. This omission is damaging in two ways. On the one hand, it misses a central aspect of Schmitt's political thought. On the other, it deprives those interested in discourses challenging the legitimacy of compromise in democracy of a valuable source. In this article, I systematize Schmitt's multifaceted grievances to compromises, especially as expressed in the 1920s and early 1930s. If the Weimar Constitution is fertile soil for observing and contesting compromises, the Third Reich constituted, for Schmitt, a paradigm reversal on this subject, as it managed to rid itself of pluralism and compromises. Schmitt has been portrayed as an authoritarian populist: the systematic reconstruction of his critique of compromise allows for a finer elaboration of the points of convergence and divergence between his democratic theory and populist views of democracy.
Overcoming major barriers in seed ecology research in developing countries
Authors: Silveira Fernando A. O. , Fuzessy Lisieux , Phartyal Shyam S. , Dayrell Roberta L. C. , Vandelook Filip , Vázquez-Ramírez Jerónimo , Tavşanoğlu Çağatay , Abedi Mehdi , Naidoo Sershen , Acosta-Rojas Diana C. , Chen Si-Chong , Cruz-Tejada Diana M. , Jayasuryia Gehan , Ordóñez-Parra Carlos A. , Saatkamp Arne 
Published: January 2024

AbstractScientists are becoming increasingly aware that disparities in opportunities for conducting and publishing research among scientists living under different socio-economic contexts have created pervasive biases and long-lasting impacts on our views of the natural world. These disparities are challenging the establishment of a global research agenda for a variety of disciplines, including seed ecology. Seed ecology has progressed enormously recently, but multiple barriers have hindered progress in the Global South where biodiversity and environmental complexity are highest. Here, we identify ten major challenges that seed ecologists from developing countries face in relation to planning, designing, conducting and publishing their research. We also propose several measures to overcome these challenges: (1) closing biodiversity knowledge shortfalls, (2) enhancing and creating long-term seed ecological networks, (3) supporting better infrastructure, (4) making fieldwork easier and safer, (5) unlocking funding opportunities, (6) promoting inclusive scientific meetings, (7) alleviating language barriers, (8) improving education, (9) shifting the notion of novelty and relevance and (10) supporting native seed markets. The authors recommend that the proposed solutions can be implemented by seed ecologists and the broader scientific community including funding agencies, research directors, journal editors and the academic publishing industry. Solutions can help mitigate multiple challenges simultaneously, thus offering a relatively inexpensive, fast and productive pathway for the development of seed ecology into a truly global research discipline that benefits scientists irrespective of their geographic location and background.
Climatology of Martian Ionospheric Disturbances Deduced From MAVEN Data in 2014–2023
Authors: Park Jaeheung 
Published: January 2024

AbstractWe investigate the climatology of Martian ionospheric disturbances using Mars Atmosphere and Volatile Evolution missioN (MAVEN) data in 2014–2023. The disturbance strength is estimated by calculating residuals of in situ density from its large‐scale (filter window size ∼560 km) background and normalizing the residual with the background, as has been commonly used in terrestrial aeronomy. The disturbances are statistically stronger (a) in the local winter hemisphere than in summer and (b) on the nightside than on the dayside, with stark contrast across the terminator. The disturbances are more intense over the regions with strong radial magnetic fields (i.e., Martian crustal anomaly) than at unmagnetized regions, especially during the nighttime. Day‐to‐day variability of the Martian ionospheric disturbances does not exhibit a strong correlation with those of thermospheric CO2 disturbances or solar wind electron density/temperature at Mars.
A natural biogenic nanozyme for scavenging superoxide radicals
Authors: Ma Long , Zheng Jia-Jia , Zhou Ning , Zhang Ruofei , Fang Long , Yang Yili , Gao Xingfa , Chen Chunying , Yan Xiyun , Fan Kelong 
Published: January 2024

AbstractBiominerals, the inorganic minerals of organisms, are known mainly for their physical property-related functions in modern living organisms. Our recent discovery of the enzyme-like activities of nanomaterials, coined as nanozyme, inspires the hypothesis that nano-biominerals might function as enzyme-like catalyzers in cells. Here we report that the iron cores of biogenic ferritins act as natural nanozymes to scavenge superoxide radicals. Through analyzing eighteen representative ferritins from three living kingdoms, we find that the iron core of prokaryote ferritin possesses higher superoxide-diminishing activity than that of eukaryotes. Further investigation reveals that the differences in catalytic capability result from the iron/phosphate ratio changes in the iron core, which is mainly determined by the structures of ferritins. The phosphate in the iron core switches the iron core from single crystalline to amorphous iron phosphate-like structure, resulting in decreased affinity to the hydrogen proton of the ferrihydrite-like core that facilitates its reaction with superoxide in a manner different from that of ferric ions. Furthermore, overexpression of ferritins with high superoxide-diminishing activities in E. coli increases the resistance to superoxide, whereas bacterioferritin knockout or human ferritin knock-in diminishes free radical tolerance, highlighting the physiological antioxidant role of this type of nanozymes.