Pseudo-Multiview Learning Using Subjective Logic for Enhanced Classification Accuracy by Dat Ngo

“…This approach adaptively assigns confidence levels to each view, ensuring more effective integration of complementary information while mitigating the impact of noisy or less relevant features. …”
Get full text

Multimodal Control by Variable-Structure Neural Network Modeling for Coagulant Dosing in Water Purification Process by Jun Zhang, Da-Yong Luo

“…This method rectifies coagulant dosage effectively while keeping valid coagulation performance. …”
Get full text

Robust microwave cavity control for NV ensemble manipulation by Iñaki Iriarte-Zendoia, Carlos Munuera-Javaloy, Jorge Casanova

“…In this paper, we introduce a method based on gradient ascent pulse engineering (GRAPE) to optimize external controls, resulting in robust pulses within the cavity while minimizing the effects of cavity ringings. …”
Get full text

Innovo GenMax MTB-RIF/INH: a moderate-complexity automated NAAT for rapid simultaneous detection of Mycobacterium tuberculosis complex and rifampin/isoniazid resistance by Xichao Ou, Bing Zhao, Huiwen Zheng, Ruida Xing, Qian Sun, Zhonghua Qin, Lixia Zhang, Kai Cui, Yuanyuan Song, Yang Zheng, Yang Zhou, Shengfen Wang, Hui Xia, Yanlin Zhao

“…Further optimization, particularly through expanded probe coverage, is needed to bridge this gap and ensure reliable detection in clinical settings.…”
Get full text

Foliar nutrient diagnosis in Paeonia ostii: an integrated DRIS-RN-CND approach for the fruit expansion stage by MingWei Zhu, Wei Zhao, Yu Duan, Tao Huang, YuXiao Wang, LiYong Sun, LiYong Sun, ShuXian Li, ShuXian Li, ShuXian Li

“…Appropriate nutrient ranges were established by the Range of Normality method. In the low-yielding group, Cu and Mn levels exceeded the optimal values, while the concentrations of other elements fell within the appropriate range. …”
Get full text

Multi-omics derivation of a core gene signature for predicting therapeutic response and characterizing immune dysregulation in inflammatory bowel disease by Mingming Wang, Liping Liang, Zibo Tang, Jimin Han, Lele Wu, Le Liu, Le Liu, Ye Chen, Ye Chen

“…Current precision medicine approaches lack robust molecular tools integrating transcriptomic signatures with immune dynamics for personalized treatment guidance.MethodsWe performed multi-omics analyses of GEO datasets using machine learning algorithms (LASSO/Random Forest) to derive a four-gene signature. …”
Get full text

Simultaneous Determination of Quercetin and Trans-Resveratrol in Winemaking Waste by Solid Phase Microextraction Coupled to High-Performance Liquid Chromatography with Fluorescence... by Antonella Maria Aresta, Giovanna Mancini, Nicoletta De Vietro, Carlo Zambonin

“…Among these, the polyacrylate coating delivered the best analytical performance and was selected for further application. The optimized method was applied to analyze winemaking by-products (seeds, skins, and stalks) using SPME on ethanol-macerated extracts subjected to brief ultrasonication. …”
Get full text

Assessing impact of chamber restricted environmental stimulation therapy on stress and sleep quality among university students: an intervention study by Igor Bartolen, Petra Soláriková

“…Therefore, in our study, we focused on examining the effectiveness of Chamber REST variant, as a method for optimizing the stress response and sleep quality in the sample of university students. …”
Get full text

Immunization coverage and timeliness of vaccination in young patients with inborn errors of metabolism: a French multicentric study by Anne-Sophie Renous, Lena Damaj, Magali Gorce, Magalie Barth, Antoine Bedu, Elise Sacaze, Delphine Lamireau, Cécile Laroche-Raynaud, Laurent Pasquier, Zoha Maakaroun-Vermesse, Marine Tardieu, François Labarthe

“…Patients with IEMs should receive the vaccination schedule recommended for the whole population, and specific vaccinations, such as the seasonal influenza vaccine, for the most vulnerable. …”
Get full text

A Hierarchical Archimedean Copula (HAC) model for climatic variables: an application to Kenyan data by Kevin Otieno, Linda Chaba, Linda Chaba, Evans Omondi, Evans Omondi, Collins Odhiambo, Collins Odhiambo, Bernard Omolo, Bernard Omolo

“…The structure and parameter estimation of HAC models were determined using the Recursive Maximum likelihood (RML) method. Model selection methods, Goodness of Fit (GOF) approaches, and graphical assessment were used to select the optimal HAC model.ResultsThe Weibull distribution was identified as the best fit for temperature, humidity, solar energy, and cloud cover, while the Gamma distribution was most suitable for wind, and the logistic distribution for sea-level pressure. …”
Get full text

The investigation of properties of elastomer materials filled with modified carbon black and coupling agent. by Yu. V. Kornev, A. M. Bukanov, O. B. Yumashev, V. A. Zhogin, Yu. A. Gamlitsky

“…It allows to optimize hysteresis properties of elastomer composites, while modified carbon black leads to increasing in its hardness at impact load.…”
Get full text

A Novel Evolutionary Deep Learning Approach for PM_2.5 Prediction Using Remote Sensing and Spatial–Temporal Data: A Case Study of Tehran by Mehrdad Kaveh, Mohammad Saadi Mesgari, Masoud Kaveh

“…This paper employs a binary OA method for sensitivity analysis, optimizing feature selection by minimizing prediction error while retaining critical predictors through a penalty-based objective function. …”
Get full text

Asymmetrically Reconstructed Optical OFDM for Visible Light Communications by Jindan Xu, Wei Xu, Hua Zhang, Xiaohu You

“…For receivers, to recover the received signals precisely, we further develop an optimal maximum <italic>a posteriori</italic> detection method, along with an efficient simplified method. …”
Get full text

Quantitative structure-properties relationship, molecular dynamic simulations and designs of some novel lubricant additives by Usman Abdulfatai, Adamu Uzairu, Sani Uba, Gideon Adamu Shallangwa

“…Quantitative structure-properties relationship (QSPR) method was used to design some novel antioxidant lubricant additives, while molecular dynamics simulations were used to calculate their dynamic binding energies on steel and to hydrogen-containing DLC (a-C: H) crystal surfaces. 29 synthesized antioxidant lubricant additives were collected from literature and geometrically optimized by Spartan’14 version 1.1.2 software while Genetic Function Algorithm (GFA) method of the material studio version 8.0 software was used to build the predictive QSPR model. …”
Get full text

Predicting wildlife corridors for multiple species in an East African ungulate community. by Jason Riggio, Katie Foreman, Ethan Freedman, Becky Gottlieb, David Hendler, Danielle Radomille, Ryan Rodriguez, Thomas Yamashita, John Kioko, Christian Kiffner

“…To model robust corridors for multiple species and simultaneously evaluate the impact of methodological choices, we develop a multi-method approach to delineate corridors that effectively capture movement of multiple wildlife species, while limiting the area required. …”
Get full text

Health Care Professionals’ Perspectives on Using eHealth Tools in Advanced Home Care: Qualitative Interview Study by Eric Vincent Rivas, Ulf Lesley, Nadia Davoody

“… BackgroundThe rising demand for advanced home care services, driven by an aging population and the preference for aging in place, presents both challenges and opportunities. While advanced home care can improve cost-effectiveness and patient outcomes, gaps remain in understanding how eHealth technologies can optimize these services. eHealth tools have the potential to offer personalized, coordinated care that increases patient engagement. …”
Get full text

Genetic background and multidomain interventions in mild cognitive impairment by Kosuke Fujita, Tetsuaki Kimura, Akiko Yamakawa, Shumpei Niida, Kouichi Ozaki, Takashi Sakurai, Hidenori Arai, Daichi Shigemizu, J-MINT study group

“…Methods This study utilized data from the Japan-Multimodal Intervention Trial for the Prevention of Dementia (J-MINT), where older adults with mild cognitive impairment underwent 18 months of multidomain intervention. …”
Get full text

Dynamics of free radical processes in the oral fluid of patients with chronic recurrent aphthous stomatitis at the first stage of therapy by O. V. Tarasova, A. V. Shumsky, O. N. Pavlova, O. N. Gulenko

“…Chronic recurrent aphthous stomatitis (CRAS) is a disease of the oral mucosa, characterized by the appearance of specific round aphthous forms with hyperemic corolla, covered with grayish-yellow plaque against the background of inflamed mucous membrane, which violates the oxidative homeostasis of oral fluid and the body as a whole.The aim of our study was to reveal the dynamics of free radical processes in oral fluid of patients with chronic recurrent aphthous stomatitis on the background of the first stage of antiseptic therapy with analgesics in order to determine the optimal treatment tactics for this condition. …”
Get full text

The impact of artificial intelligence on human resource management practices: An investigation by Thandukwazi R. Ncube, Kusangiphila K. Sishi, Jane P. Skinner

“…Motivation for the study: The motivation for this study was to identify both key benefits and possible limitations in the current employment of AI in HRM practices with a view to making recommendations for the optimal deployment of AI tools. Research approach/design and method: This study utilises the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) approach. …”
Get full text

A Scoping Review on Psychological Capital and Its Impact on Academic Outcomes by Huong Thi Pham, Phuong Vu Nguyen, Long Thanh Nguyen, Ho Phi Vu Pham, Loan Thi Nguyen

“…Future research should prioritize longitudinal designs, diverse samples, and multi-method approaches to enhance causal inferences and applicability, reinforcing PsyCap’s transformative potential in optimizing student success. …”
Get full text