A survey of traffic prediction: from spatio-temporal data to intelligent transportation
H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …
efficient. With the development of mobile Internet and position technologies, it is reasonable …
Knowledge graph quality management: a comprehensive survey
B Xue, L Zou - IEEE Transactions on Knowledge and Data …, 2022 - ieeexplore.ieee.org
As a powerful expression of human knowledge in a structural form, knowledge graph (KG)
has drawn great attention from both the academia and the industry and a large number of …
has drawn great attention from both the academia and the industry and a large number of …
[HTML][HTML] Assessment in the age of artificial intelligence
In this paper, we argue that a particular set of issues mars traditional assessment practices.
They may be difficult for educators to design and implement; only provide discrete snapshots …
They may be difficult for educators to design and implement; only provide discrete snapshots …
Learning from disagreement: A survey
Abstract Many tasks in Natural Language Processing (NLP) and Computer Vision (CV) offer
evidence that humans disagree, from objective tasks such as part-of-speech tagging to more …
evidence that humans disagree, from objective tasks such as part-of-speech tagging to more …
FRUIT: A blockchain-based efficient and privacy-preserving quality-aware incentive scheme
Incentive plays an important role in knowledge discovery, as it impels users to provide high-
quality knowledge. To promise incentive schemes with transparency, blockchain technology …
quality knowledge. To promise incentive schemes with transparency, blockchain technology …
Facial expression recognition with inconsistently annotated datasets
Annotation errors and bias are inevitable among different facial expression datasets due to
the subjectiveness of annotating facial expressions. Ascribe to the inconsistent annotations …
the subjectiveness of annotating facial expressions. Ascribe to the inconsistent annotations …
Label distribution learning on auxiliary label space graphs for facial expression recognition
Many existing studies reveal that annotation inconsistency widely exists among a variety of
facial expression recognition (FER) datasets. The reason might be the subjectivity of human …
facial expression recognition (FER) datasets. The reason might be the subjectivity of human …
Crowdsourced data management: A survey
Any important data management and analytics tasks cannot be completely addressed by
automated processes. These tasks, such as entity resolution, sentiment analysis, and image …
automated processes. These tasks, such as entity resolution, sentiment analysis, and image …
AI meets database: AI4DB and DB4AI
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …
make database more intelligent (AI4DB). For example, traditional empirical database …