MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification by Summra Saleem, Summra Saleem, Muhammad Nabeel Asim, Ludger Van Elst, Markus Junker, Andreas Dengel, Andreas Dengel

“…However, a few predictors are designed for multi-label classification and they are not practically useful due to less predictive performance.MethodMLR-Predictor makes use of innovative OkapiBM25 model to transforms requirements text into statistical vectors by computing words informative patterns. …”
Get full text

Morbidity, mortality, and risk factors associated with Theileria parva seropositivity in a longitudinal calf study, Narok, Kenya by Wyckliff Ngetich, George Karuoya Gitau, Tequiero Abuom Okumu, Gabriel Oluga Aboge, Daniel Muasya

“…The results present the T. parva exposure patterns based on serological response in calves from birth to one year. …”
Get full text

Adherence to the planetary health diet reduces dietary costs by 21% supporting affordable healthy eating among older adults in Iran by Maryam Karim Dehnavi, Hanieh Abbasi, Parisa Nezhad Hajian, Ahmadreza Dorosty Motlagh, Leila Azadbakht

“…Abstract Poor dietary patterns among older adults are significantly influenced by socioeconomic status (SES) and food prices, impacting both diet quality and food choice. …”
Get full text

Assessing the impact of climate change on habitat shifts of typical endemic relict trees in China by Ming Li, Junbang Wang, Xiujuan Zhang, Yongsheng Yang

“…Extensive evidence supports that global climate change influences shifts in species habitats due to alterations in hydrothermal conditions; however, neglecting dispersal capacities and limits significantly heightens uncertainties regarding spatial distribution patterns among different organisms. This study presents novel insights into how climate change, land use practices, and ecological interactions drive changes in habitats occupied by Chinese Endemic Relict Trees (CERT) (Pseudotaxus chienii, Pseudolarix amabilis, Metasequoia glyptostroboides, Glyptostrobus pensilis, Ginkgo biloba, and Cathaya argyrophylla), using current (2000–2020) occurrence data and specific environmental variables for each individual tree. …”
Get full text

One Health and sex and gender-related perspective in the ecosystem: Interactions among drivers involved in the risk of leptospirosis in Europe. A scoping review by Claudia Cataldo, Maria Bellenghi, Roberta Masella, Luca Busani

“…Leptospirosis also reveal gender-specific exposure patterns that determine infection risks. Emphasizing the interconnectedness of humans, animals, and the environment, the One Health approach highlights the ecosystem dynamics through which leptospires interact with hosts and abiotic factors, ensuring their survival and transmission.We advocate for integrating gender considerations into the ecosystem dynamics of complex zoonoses, such as leptospirosis, through a One Health perspective. …”
Get full text

A Multi-Agent and Attention-Aware Enhanced CNN-BiLSTM Model for Human Activity Recognition for Enhanced Disability Assistance by Mst Alema Khatun, Mohammad Abu Yousuf, Taskin Noor Turna, AKM Azad, Salem A. Alyami, Mohammad Ali Moni

“…<b>Background:</b> Artificial intelligence (AI)-based automated human activity recognition (HAR) is essential in enhancing assistive technologies for disabled individuals, focusing on fall detection, tracking rehabilitation progress, and analyzing personalized movement patterns. It also significantly manages and grows multiple industries, such as surveillance, sports, and diagnosis. …”
Get full text

Strategies for recruitment of adolescent girls into physical activity programmes: a systematic review protocol [version 2; peer review: 2 approved] by Tanya O'Brien, Emer M Barrett, Catherine D Darker, David Mockler

“…Background Physical activity is essential for youth physical and mental health, yet just 15% of adolescent girls versus 22% of adolescent boys worldwide meet the World Health Organization guideline of at least an average of 60 minutes of moderate-to-vigorous physical activity per day. As activity patterns established in adolescence often persist into adulthood, there is a looming risk of adverse health outcomes due to insufficient physical activity. …”
Get full text

Prevalence and risk factors for Chlamydia trachomatis seropositivity and seropersistence among women: A prospective cohort study. by Zoïe W Alexiou, Bernice M Hoenderboom, Christian J P A Hoebe, Iris Scholte, Reshtrie Sheombarsing, Nicole H T M Dukers-Muijrers, Birgit H B van Benthem, Servaas A Morré

“…Genetic predisposition and behavioral factors are linked to diversity in seropersistence patterns.…”
Get full text

Research on water supply and agricultural water use forecasting in arid regions: a case study of Xinjiang by Yue Yao, Chi Zhang, Chi Zhang, Geping Luo, Tao Lin

“…Firstly, we conducted an in-depth analysis of the water supply and agricultural water use patterns in Xinjiang over the past two decades. Secondly, we evaluated and compared several mainstream water resource prediction models, ultimately developing a novel GM(1,1)-NN essemble model. …”
Get full text

Multi-objective stochastic model optimal operation of smart microgrids coalition with penetration renewable energy resources with demand responses by Ali Abdolahzadeh, Amir Hassannia, Farhoud Mousavizadeh, Mohammad Tolou Askari

“…The integration of EV-based storage and demand response strategies further enhances system resilience and economic performance by dynamically adjusting energy consumption patterns and mitigating the intermittency of renewables. …”
Get full text

ON-LINE PLATFORM FOR COMPETENCES DEVELOPMENT IN CORPORATE EDUCATIONAL SYSTEMS by L. G. Andreeva, O. A. Burukina, I. A. Vorob’eva, A. R. Denisov, V. A. Markova, V. P. Novikova, M. M. Stepanova

“…There is also a description of interconnection of the defined tasks with the «as to be» competences, and a Canvas model of the suggested online platform.Practical significance: The authors of the article propose the model of business and education interaction, within which state institutions and local authorities, enterprises and companies with different patterns of ownership will pass corporate education to a modern university, effectively fulfilling the functions of a research, educational and consultative center in many fields.The research results proving readiness of the heads of the companies and organizations (Moscow, St.…”
Get full text

Cyclical short‐term fasting and refeeding effects on immunological alteration of the disk abalone, Haliotis discus discus by Dien Arista Anggorowati, Liqing Zang, Yutaka Tamaru, Takahiko Aoki, Fumiyoshi Okazaki

“…Abalones were randomly assigned to three distinct feeding patterns, with three replicates per group: Group I underwent continuous feeding for 35 days (CF), Group II experienced a repetitive cycle of 3‐day fasting and 4‐day refeeding for 35 days (PF) and Group III underwent no feeding for a 35‐day period (NF). …”
Get full text

Bacteriological Spectrum and Drug Resistance Among Patients Associated With Bloodstream Infection in Intensive Care Units in the Affiliated Hospital of Jiaxing University From 2021... by Yucheng Xie, Xiaochun Tan, Wei Wang, Bailong Hou, Minjie Mao, Xiaoqin Niu, Qinlong Yu, Weifeng Shen

“…Understanding the epidemiology and resistance patterns in these settings is essential for improving patient outcomes and guiding appropriate antimicrobial stewardship practices. …”
Get full text

Strategies for recruitment of adolescent girls into physical activity programmes: a systematic review protocol [version 1; peer review: 2 approved] by Tanya O'Brien, Emer M Barrett, Catherine D Darker, David Mockler

“…Background Physical activity is essential for youth physical and mental health, yet just 15% of adolescent girls versus 22% of adolescent boys worldwide meet the World Health Organization guideline of 60 minutes of moderate-to-vigorous physical activity per day. As activity patterns established in adolescence often persist into adulthood, there is a looming risk of adverse health outcomes due to insufficient physical activity. …”
Get full text

The Role of Color in the Brand Commitment of Sporting Good's Consumers: Mediating Role of the Brand Equity by Soodabeh Rahmati, Hamid Reza Safari Jafarloo, Mohammad Sadegh Afroozeh

“…PLS software was used for fitting and testing the hypotheses using structural patterns.Findings: The results showed that color directly and significantly affects brand equity and commitment (Path coefficient = 0.50, t-value = 7.96). …”
Get full text

Is it safe to dance flamenco during pregnancy? Biomechanical considerations by Wanda Forczek-Karkosz

“…The percussive footwork and vibration patterns created during dancing imposes high demands on the musculoskeletal system and the forces transmitted from the foot in a proximal direction could contribute to the stress urinary incontinence. …”
Get full text

Сhild-parent relationship as a predictor of youth’s financial activity by N. E. Zhdanova, I. V. Vorobeva, M. S. Krivoshchekova, S. I. Velkova

“…The study of financial behaviour and human activity in relation to the management of material resources seems relevant both from the point of view of identifying potential risks of deviant behaviour patterns in this area, and identifying training opportunities for effective management of their own financial resources. …”
Get full text

The extent and distribution of salt-affected soils in sub-Saharan Africa from 1970 to the present: a review of the current state of knowledge by Finias Fidelis Mwesige, Finias Fidelis Mwesige

“…It highlights historical trends and emerging patterns of salinization in the region.Results and DiscussionThe review estimates that 65.6 million hectares of land in SSA are salt-affected, with key hotspots in coastal zones, river deltas like the Nile Delta, and arid areas with intensive irrigation. …”
Get full text

Exploring the impact process and mechanism of geological hazards on land use from the perspective of debris flow gullies by Xiaobo Liu, Xiaobo Liu, Ran Zhu, Hao Zhang, Xiaoshuang Zhuo

“…Key indicators derived from this methodology were combined with ordinary least squares (OLS) regression analysis to identify critical factors governing the spatial distribution patterns of land use. Building on these analyses, the research further elucidated the mutual interaction mechanisms between debris flow disasters and land use dynamics. …”
Get full text

Acoustic cues for person identification using cough sounds by Van-Thuan Tran, Ting-Hao You, Wei-Ho Tsai

“…The proposed architecture, CoughCueNet, is a convolutional recurrent neural network designed to capture both spatial and temporal patterns in cough sounds. The training process incorporates a hybrid loss function that combines supervised contrastive (SC) learning and cross-entropy (CE) loss to enhance feature discrimination. …”
Get full text