期刊： APPLIED INTELLIGENCE, 2021; 51 (6)
Fashion style recognition of clothing images facilitates the clothing retrieval and recommendation in E-commerce. It is still a challenging task becau......
期刊： APPLIED INTELLIGENCE, 2021; 51 (10)
State-of-the-art convolutional neural networks (CNNs) on sketch classification cannot balance the expression ability of final feature vectors and the ......
期刊： APPLIED INTELLIGENCE, 2021; 51 (4)
Since their inception, convolutional neural networks (CNNs) have been shown to have powerful feature extraction and learning capabilities, and the cre......
期刊： APPLIED INTELLIGENCE, 2021; 51 (6)
Although there have been encouraging breakthroughs in supervised learning since the renaissance of deep learning, the recognition of large-scale objec......
期刊： APPLIED INTELLIGENCE, ; ()
The goal of sentence matching is to determine the semantic relation between two sentences, which is the basis of many downstream tasks in natural lang......
期刊： APPLIED INTELLIGENCE, ; ()
Ever since the success of naive Bayes (NB) in achieving excellent classification performance and the least computational overhead, more and more resea......
期刊： APPLIED INTELLIGENCE, ; ()
Dominance resistance is a challenge for Pareto-based multi-objective evolutionary algorithms to solve the high-dimensional optimization problems. The ......
期刊： APPLIED INTELLIGENCE, ; ()
Aspect-based sentiment analysis is a challenging subtask of sentiment analysis, which aims to identify the sentiment polarities of the given aspect te......
期刊： APPLIED INTELLIGENCE, ; ()
The hardware platform is a significant consideration in efficient CNN model design. Most lightweight networks are based on GPUs and mobile devices. Ho......
期刊： APPLIED INTELLIGENCE, ; ()
The multistep-ahead prediction of chlorophyll provides an effective means for early warning of red tide. However, since multistep-ahead forecasting pr......
期刊： APPLIED INTELLIGENCE, ; ()
To improve the issue of low-frequency and high-frequency components from feature maps being treated equally in existing image super-resolution reconst......
期刊： APPLIED INTELLIGENCE, ; ()
Identifying influential nodes in complex networks is an open and challenging issue. Many measures have been proposed to evaluate the influence of node......
期刊： APPLIED INTELLIGENCE, ; ()
With the popularization of information technology and the acceleration of the people's pace of life, the takeout food industry is prevailing. The choi......
期刊： APPLIED INTELLIGENCE, ; ()
Inspired by biological immune systems, the field of artificial immune system (AIS), particularly the negative selection algorithm (NSA), has been prov......
期刊： APPLIED INTELLIGENCE, ; ()
Label flipping attack is a poisoning attack that flips the labels of training samples to reduce the classification performance of the model. Robustnes......
