Development of a Master Sintering Curve for Al-Mg Alloy by Yong-Shin Lee, Sang-Jun Lee, Sangmok Lee, Eung-Zu Kim, Duck Jae Yoon

“…A work of sintering, Θ, could be interpreted as a measure for the amount of sintering work. …”
Get full text

Experience in applying large language models to analyse sociological data obtained as a result of interviews on students’ perception of entrepreneurial activity by E. G. Ashikhmin, V. V. Levchenko, G. I. Seletkova

“…It is necessary to increase the transparency of models, improve their interpretability and explainability and reduce their social and political bias as well as ethical and legal regulation of the use of LLM models.…”
Get full text

Reliability Estimation of Parameters of Helical Wind Turbine with Vertical Axis by Adela-Eliza Dumitrascu, Badea Lepadatescu, Dorin-Ion Dumitrascu, Anisor Nedelcu, Doina Valentina Ciobanu

“…The analysis of simulation results has been focused on the interpretation of the relative frequency histograms and cumulative distribution curve (ogive diagram), which indicates the probability of obtaining the daily or annual energy output depending on wind speed. …”
Get full text

Anesthetic Management of a Patient with Dilated Cardiomyopathy Undergoing Cerebral Aneurysm Clipping Surgery: A Case Report by Navneh Samagh, Sarita Sah, Gegal Pruthi, Jyoti Sharma

“…This case highlights the importance of preoperative planning, accurate interpretation of hemodynamic measurements, and appropriate therapeutic responses to optimize outcomes in cerebral aneurysm surgery associated with DCM.…”
Get full text

Predictive Modeling for Electric Vehicle Battery State of Health: A Comprehensive Literature Review by Jianqiang Gong, Bin Xu, Fanghua Chen, Gang Zhou

“…In contrast, physical-based approaches provide interpretable insights but are computationally intensive, and direct measurement methods, though simple, lack generalizability. …”
Get full text

Are Stars Really Ingesting Their Planets? Examining an Alternative Explanation by Nadine H. Soliman, Philip F. Hopkins

“…Numerous stars exhibit surprisingly large variations in their refractory element abundances, often interpreted as signatures of planetary ingestion events. …”
Get full text

Explainable Security Requirements Classification Through Transformer Models by Luca Petrillo, Fabio Martinelli, Antonella Santone, Francesco Mercaldo

“…Finally, we introduced the explainability of fine-tuned models to elucidate how each model extracts and interprets critical information from input sequences through attention visualization heatmaps.…”
Get full text

Sequencing Silicates in the Spitzer Infrared Spectrograph Debris Disk Catalog. I. Methodology for Unsupervised Clustering by Cicero X. Lu, Tushar Mittal, Christine H. Chen, Alexis Y. Li, Kadin Worthen, B. A. Sargent, Carey M. Lisse, G. C. Sloan, Dean C. Hines, Dan M. Watson, Isabel Rebollido, Bin B. Ren, Joel D. Green

“…This study introduces CLustering UnsupErvised with Sequencer (CLUES), a novel, nonparametric, fully interpretable machine learning spectral analysis tool designed to analyze and classify the spectral data of debris disks. …”
Get full text

The Influence of Abrahamic Faiths in the Religious Pluralism Agenda in Malaysia by Rahim Kamarul Zaman, Mujahid Mohammad Fadzil, Hamid Fahmy Zarkasyi

“…Using the descriptive content analysis method, this qualitative study examined how the doctrine of Abrahamic Faiths and hermeneutic interpretation influence the agenda of religious pluralism in Malaysia. …”
Get full text

Application of the Bayesian Model Averaging in Analyzing Freeway Traffic Incident Clearance Time for Emergency Management by Yajie Zou, Bo Lin, Xiaoxue Yang, Lingtao Wu, Malik Muneeb Abid, Jinjun Tang

“…The results show that the BMA approach has the capability of interpreting the causal relationship between explanatory variables and clearance time. …”
Get full text

Initial bystander response to a simulated out-of-hospital cardiac arrest by Fran Wyffels, Geert Brône, Nathalie Charlier, Peter Iserbyt, Stijn De Beugher, Tessy Boedt, Toon Goedemé

“…Conclusion: Results show the need for public awareness regarding the recognition of cardiac arrest and correct interpretation of an emergency. …”
Get full text

Cryoglobulinemia Associated With Multiple Myeloma in a Dog Presenting With Epistaxis and Skin Lesions by Myrto Spyropoulou, Ivan Montanes‐Sancho, Adam G. Gow, Suzanne Bussey

“…Aggregates of amorphous basophilic material were seen in a room‐temperature blood smear which were not present in the sample after warming to 37°C, and grossly a cryoprecipitate was noted in the patient's serum at 4°C. This was interpreted as cryoglobulin. Computed tomography showed multiple heterogeneous lesions in the spleen. …”
Get full text

The effect of Snoezelen intervention on problem behaviors in children with cerebral palsy: A randomized controlled trial by Mina Kim, Sook-Hee Yi, Jee-Sun Lee, Ji-Young Lee, Yun-Tae Hwang, Jeong-Soo Kim

“…A strong negative correlation (Spearman's ρ = −0.744, p = 0.002) was found between GMFCS scores and changes in emotionally reactive behavior. Interpretation: The Snoezelen intervention may reduce emotional reactivity and enhance emotional stability in children with CP, although its effectiveness may vary depending on the level of motor impairment. …”
Get full text

Bayesian Analysis of Complex Mutations in HBV, HCV, and HIV Studies by Bing Liu, Shishi Feng, Xuan Guo, Jing Zhang

“…It is particularly difficult to detect and interpret these interacting mutation patterns, but by using Bayesian statistical modeling, it provides a groundbreaking opportunity to solve these problems. …”
Get full text

Functional Role of Adult Hippocampal Neurogenesis as a Therapeutic Strategy for Mental Disorders by Heechul Jun, Syed Mohammed Qasim Hussaini, Michael J. Rigby, Mi-Hyeon Jang

“…In this paper, we discuss three major psychiatric disorders, depression, schizophrenia, and drug addiction, in light of preclinical evidence used in establishing the neurobiological significance of adult neurogenesis. We interpret the significance of these results and pose questions that remain unanswered. …”
Get full text

Integrating spatial-temporal risk maps with candidate trajectory trees for explainable autonomous driving planning by Qiyuan Liu, Jiawei Zhang, Jingwei Ge, Cheng Chang, Zhiheng Li, Shen Li, Li Li

“…When explaining highly interactive scenarios, such prior knowledge-based methods still lack flexibility, leading to insufficient interpretability. In this study, we first propose the concept of a risk map that can be seen as a discrete, ego vehicle's view form of the risk field. …”
Get full text

Research on Mandatory Lane-Changing Behavior in Highway Weaving Sections by Wei Hao, Zhaolei Zhang, Zhibo Gao, Kefu Yi, Li Liu, Jie Wang

“…Compared with the traditional lane-changing model, the proposed models are more interpretable and in line with the driving intention. …”
Get full text

Trust in Intrusion Detection Systems: An Investigation of Performance Analysis for Machine Learning and Deep Learning Models by Basim Mahbooba, Radhya Sahal, Wael Alosaimi, Martin Serrano

“…Considering the findings related to the data, methodology, and expert accountability, interpretability for AI-based solutions also becomes demanded to enhance trust in the IDS.…”
Get full text

Development of web- and mobile-based shared decision-making tools in the neurological intensive care unit by Winnie L. Liu, Lidan Zhang, Soussan Djamasbi, Bengisu Tulu, Susanne Muehlschlegel

“…In addition to the burden of decision-making, the emotional burden on families is further compounded by prognostication uncertainty, time-pressure for decision-making, and difficulties in understanding and interpreting the patient's values and preferences, ultimately resulting in potential clinician-family communication breakdown. …”
Get full text

Mamba vision models: Automated American sign language recognition by Ali Salem Altaher, Chiron Bang, Bader Alsharif, Ahmed Altaher, Munid Alanazi, Hasan Altaher, Hanqi Zhuang

“…These findings highlight the potential of deep learning technologies, particularly the Mamba vision models, in advancing assistive technologies, offering a sophisticated and highly accurate tool for interpreting ASL hand gestures and promising improved communication and accessibility for individuals with hearing impairments.…”
Get full text