期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (7)
Tourism is one of the largest service industries and a popular leisure activity participated by people with friends or family. A significant problem f......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (8)
Academic collaborations improve research efficiency and spur scientific innovation. However, scholarly big data has hindered scholars from finding sui......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (6)
The G-Skyline (GSky) query is formulated to report optimal groups that are not dominated by any other group of the same size. Particularly, a given gr......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (7)
Extracting shape-related features from a given query subsequence is a crucial preprocessing step for chart pattern matching in rule-based, template-ba......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (9)
Developing effective and efficient data stream classifiers is challenging for the machine learning community because of the dynamic nature of data str......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (8)
In this paper, we propose a generic boosting framework for multiple object tracking (MOT). Unlike other works tracking objects from zero, our framewor......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (9)
With the availability of significant amount of data, data-driven decision making becomes an alternative way for solving complex multiagent decision pr......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (8)
In the research area of time series classification, the ensemble shapelet transform algorithm is one of the state-of-the-art algorithms for classifica......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (6)
Metro passenger counting and density estimation are crucial for traffic scheduling and risk prevention. Although deep learning has achieved great succ......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (8)
Most existing algorithms of anomaly detection are suitable for static data where all data are available during detection but are incapable of handling......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (9)
With the access devices that are densely deployed in multi-access edge computing environments, users frequently switch access devices when moving, whi......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (9)
In text categorization, Vector Space Model (VSM) has been widely used for representing documents, in which a document is represented by a vector of te......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (8)
Fisher's Linear Discriminant Analysis (LDA) has been widely used for linear classification, feature selection, and metrics learning in multivariate da......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (6)
A co-location pattern indicates a group of spatial features whose instances are frequently located together in proximate geographic area. Spatial co-l......
期刊： KNOWLEDGE AND INFORMATION SYSTEMS, ; ()
Many applications require the collection of data on different variables or measurements over many system performance metrics. We term those broadly as......
