A major railway project is a complex, giant system with multi-party participation, one
characterized by complex geological conditions, long construction periods and large scale …

准确把握城镇之间的空间关联格局, 可为统筹协调城镇体系发展提供更有力的空间依据.
以浙江省义乌市为例, 运用多因素综合评价法测算各城镇规模综合指数, 针对空间引力模型中 …

Polymicrogyria (PMG) is a disorder of cortical organization mainly seen in children, which
can be associated with seizures, developmental delay and motor weakness. PMG is …

Time series forecasting is essential for our daily activities and precise modeling of the
complex correlations and shared patterns among multiple time series is essential for …

Data Streams create new challenges for fuzzy clustering algorithms, specifically Interval
Type-2 Fuzzy C-Means (IT2FCM). One problem associated with IT2FCM is that it tends to be …

Abstract SMO (Sequential Minimal Optimization) is an outstanding SVM algorithm in
efficiency and memory requirements. But it need cross validation to optimize parameters in …

Abstract Machine Learning is currently an important research field that attracts interest due
to its importance for discovering hidden knowledge or patterns from big datasets. In this …

RNA-Seq experiments allow genome-wide estimation of relative gene expression.
Estimation of gene expression at different time points generates time expression profiles of …

Now that untact services are widespread and worldwide, the number of users visiting online
shopping malls has increased. For example, the recommendation systems in Netflix …

The performance of the defect prediction model by using balanced and imbalanced datasets
makes a big impact on the discovery of future defects. Current resampling techniques only …