期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Sentiment classification aims to solve the problem of automatic judgment of sentiment polarity. In the sentiment classification task of text data, suc......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Krill herd algorithm (KHA) is an emerging nature-inspired approach that has been successfully applied to optimization. However, KHA may get stuck into......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
With the increase of online businesses, recommendation algorithms are being researched a lot to facilitate the process of using the existing informati......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Oversampling ratio N and the minority class' nearest neighboring number k are key hyperparameters of synthetic minority oversampling technique (SMOTE)......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
In the microblog network, users' forwarding behavior is widespread and the propagation range is difficult to predict quantitatively. To solve this pro......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Bagging has attracted much attention due to its simple implementation and the popularity of bootstrapping. By learning diverse classifiers from resamp......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
The difficulty of cross-domain text sentiment classification is that the data distributions in the source domain and the target domain are inconsisten......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
In classification, a decision tree is a common model due to its simple structure and easy understanding. Most of decision tree algorithms assume all i......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
Emotion recognition in conversations is crucial as there is an urgent need to improve the overall experience of human-computer interactions. A promisi......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Graph convolutional networks (GCN) have recently emerged as powerful node embedding methods in network analysis tasks. Particularly, GCNs have been su......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
Fuzzy cognitive maps (FCMs) have widely been applied for knowledge representation and reasoning. However, in real life, reasoning is always accompanie......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (3)
Storyline extraction aims to generate concise summaries of related events unfolding over time from a collection of temporally-ordered news articles. S......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
Human activity recognition is a key technology in intelligent video surveillance and an important research direction in the field of computer vision. ......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
This paper proposed a new semi-supervised algorithm combined with Mutual-cross Imperial Competition Algorithm (MCICA) optimizing Support Vector Machin......
期刊： INTELLIGENT DATA ANALYSIS, 2021; 25 (4)
Instance segmentation has a wide range of applications, including video surveillance, autonomous driving, and behavior analysis. Nevertheless, as a ty......
