Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Ma, Minbo"'
Unsupervised feature selection (UFS) has recently gained attention for its effectiveness in processing unlabeled high-dimensional data. However, existing methods overlook the intrinsic causal mechanisms within the data, resulting in the selection of
Externí odkaz:
http://arxiv.org/abs/2410.12224
Accurate prediction of metro Origin-Destination (OD) flow is essential for the development of intelligent transportation systems and effective urban traffic management. Existing approaches typically either predict passenger outflow of departure stati
Externí odkaz:
http://arxiv.org/abs/2409.04942
Learning temporal dependencies among targets (TDT) benefits better time series forecasting, where targets refer to the predicted sequence. Although autoregressive methods model TDT recursively, they suffer from inefficient inference and error accumul
Externí odkaz:
http://arxiv.org/abs/2406.04777
Spatio-temporal forecasting of future values of spatially correlated time series is important across many cyber-physical systems (CPS). Recent studies offer evidence that the use of graph neural networks to capture latent correlations between time se
Externí odkaz:
http://arxiv.org/abs/2312.16403
Urban metro flow prediction is of great value for metro operation scheduling, passenger flow management and personal travel planning. However, it faces two main challenges. First, different metro stations, e.g. transfer stations and non-transfer stat
Externí odkaz:
http://arxiv.org/abs/2204.02650
Weather Forecasting is an attractive challengeable task due to its influence on human life and complexity in atmospheric motion. Supported by massive historical observed time series data, the task is suitable for data-driven approaches, especially de
Externí odkaz:
http://arxiv.org/abs/2201.09101
Publikováno v:
In Information Fusion March 2024 103
Publikováno v:
In Knowledge-Based Systems 28 February 2024 286
Publikováno v:
In Information Sciences November 2023 648
Publikováno v:
In Information Fusion November 2023 99