Toward a generic federated learning platform optimized for computer vision applications by Zhuang, Weiming

“…Federated learning (FL) is an emerging distributed training paradigm that preserves data privacy via in-situ model training on decentralized data. …”
Get full text

Meta-analysis and moderator analysis of the seroprevalence of hepatitis E in South Eastern Asia by Raji, Yakubu Egigogo, Toung, Ooi Peck, Mohd Taib, Niazlin, Sekawi, Zamberi

“…Therefore, a meta-analysis was conducted to assess the overall prevalence of hepatitis E in SEA. Using R statistical software, a random effect model was used to estimate the logit-transformed prevalence. …”
Get full text

Exploring the formation of behavioral intention toward rural tourism via sensory experience and memorable tourism experiences, a case study in Henan, China by Zhenbin, Wang, Ramachandran, Sridar, Siow, Mayling, Subramaniam, Thanam, Hui, Zhang

“…The findings from the partial least squares structural equation modeling revealed that out of the five sensory experiences, only touch has a statistically significant and positive impact on behavioral intention. …”

Study on the impact of connected automated vehicle position on mixed traffic flow stability by Tan, Kenneth Chiao Wee

“…Because CAVs utilise vehicle controls such as Cooperative Adaptive Cruise Control (CACC) and Adaptive Cruise Control (ACC) while human-driven vehicles (HDV) utilise driving models such as Intelligent Driving Model (IDM), these vehicles controls and models are also being examined in this study. …”
Get full text

BLIQUE-TMI : blind quality evaluator for tone-mapped images based on local and global feature analyses by Jiang, Qiuping, Shao, Feng, Lin, Weisi, Jiang, Gangyi

“…To be specific, quality-aware features related to the former two aspects are extracted in a local manner based on sparse representation, while quality-aware features related to the third aspect are derived based on global statistics modeling in both intensity and color domains. …”
Get full text

"Data comes from the real world": A Constructionist Approach to Mainstreaming K12 Data Science Education by Ravi, Prerna, Parks, Robert, Masla, John, Abelson, Hal, Breazeal, Cynthia

Get full text

Transforming kernel-based learners to incorporate domain knowledge from climate science by Bouabid, S

“…<p>In the face of persistent modelling and observational challenges in climate science, which hinder our understanding of the climate system, statistical machine learning has emerged as a potential ally in recent years. …”

Adoption of ZakaTech in the Time of COVID-19: Cross-Country and Gender Differences by Nashwan, Saeed Awadh, Ismaiel, Abdelhamid Elsayed A., Muneeza, Aishath, Isa, Mohamad Yazid

“…To validate the research model and draw significant insights, SmartPLS structural equation modeling was used. …”
Get full text

Carbon nanotube fence-wall for radio frequency isolation by Tan, Dunlin

“…With an emergent need to miniaturize multifunctional radio frequency architectures, efficient designs have to be well thought. …”
Get full text

Competition of opinions in multiple correlated social systems by Guo, Qiheng

“…In particular, we aim to build a model of opinion dynamics using data and statistics to account for the emergence of media (e.g. social media platform) supported by various algorithms.…”
Get full text

Predictive factors for diabetes mellitus: insights from complete blood count analysis by Agnes Ayang Kenyang, Nurliyana Juhan, Yong Zulina Zubairi, Nornazirah Azizan, Ho, Chong Mun

“…Notably, the abnormal level in WBC exhibited the greatest association with diabetes mellitus, reflecting a 114.7% increased risk compared to a normal WBC level. The statistic value obtained from Hosmer-Lemeshow was 0.944 indicating a well-fitting model. …”
Get full text

Outlier detection by Li, Shukai

“…Because of its diverse usage, outlier detection has emerged as a vibrant research topic in the fields of data mining, machine learning and statistics. …”
Get full text

Understanding lived experiences of bereaved parents of children with chronic life-threatening Illness : towards a culture-specific and meaning-oriented narrative E-writing interven... by Dutta, Oindrila

“…It is a misconception that death occurs only in later life. Statistics show that an estimated 6.3 million children under age 15 died in 2017, with the vast majority of deaths - 5.4 million - occurring in the first five years of life. …”
Get full text