2021 - IEEE Fellow For contributions to visual text analysis and visual model analysis
The scientist’s investigation covers issues in Visualization, Data science, Visual analytics, Data visualization and Information retrieval. His Visualization research incorporates elements of Data modeling, Software and Node. His work deals with themes such as Interactive visualization, Business intelligence, Variety, Information visualization and Big data, which intersect with Data science.
His study with Visual analytics involves better knowledge in Artificial intelligence. His research integrates issues of Social media, Computer graphics, Usability and Opinion leadership in his study of Data visualization. While the research belongs to areas of Information retrieval, Shixia Liu spends his time largely on the problem of Text mining, intersecting his research to questions surrounding Tag cloud.
Shixia Liu mostly deals with Visualization, Artificial intelligence, Visual analytics, Information retrieval and Data visualization. His Visualization study improves the overall literature in Data mining. His studies in Artificial intelligence integrate themes in fields like Natural language processing, Machine learning, Computer vision and Pattern recognition.
His work carried out in the field of Visual analytics brings together such families of science as Interactive visualization, Graph drawing, Graph, Information visualization and Data science. As a member of one scientific family, Shixia Liu mostly works in the field of Information retrieval, focusing on Text mining and, on occasion, Topic model. His Data visualization research incorporates themes from Context, Tag cloud and Theoretical computer science.
Shixia Liu mainly investigates Artificial intelligence, Visual analytics, Visualization, Machine learning and Data science. His research in the fields of Interactive visualization, Deep learning and Artificial neural network overlaps with other disciplines such as Key. His Visual analytics study incorporates themes from Variety and Graph drawing.
His Visualization research includes themes of Graph, Robustness and Datapath. Shixia Liu combines subjects such as Computer graphics and Data management with his study of Data science. His Data visualization study combines topics from a wide range of disciplines, such as Text mining and Glyph.
His main research concerns Visual analytics, Artificial intelligence, Data science, Machine learning and Data visualization. As part of his studies on Visual analytics, Shixia Liu often connects relevant subjects like Data management. His Data science research is multidisciplinary, relying on both Interactive visualization, Data type and Graph.
In the field of Machine learning, his study on Convolutional neural network and Feature overlaps with subjects such as Process. His Data visualization study is associated with Visualization. His work on Euler diagram as part of general Visualization research is frequently linked to Bridging, bridging the gap between disciplines.
This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.
TextFlow: Towards Better Understanding of Evolving Topics in Text
Weiwei Cui;Shixia Liu;Li Tan;Conglei Shi.
IEEE Transactions on Visualization and Computer Graphics (2011)
A survey on information visualization: recent advances and challenges
Shixia Liu;Weiwei Cui;Yingcai Wu;Mengchen Liu.
The Visual Computer (2014)
Towards Better Analysis of Deep Convolutional Neural Networks
Mengchen Liu;Jiaxin Shi;Zhen Li;Chongxuan Li.
IEEE Transactions on Visualization and Computer Graphics (2017)
Context preserving dynamic word cloud visualization
Weiwei Cui;Yingcai Wu;Shixia Liu;Furu Wei.
ieee pacific visualization symposium (2010)
Context-Preserving, Dynamic Word Cloud Visualization
Weiwei Cui;Yingcai Wu;Shixia Liu;Furu Wei.
IEEE Computer Graphics and Applications (2010)
TIARA: a visual exploratory text analytic system
Furu Wei;Shixia Liu;Yangqiu Song;Shimei Pan.
knowledge discovery and data mining (2010)
Towards better analysis of machine learning models: A visual analytics perspective
Shixia Liu;Xiting Wang;Mengchen Liu;Jun Zhu.
Visual Informatics (2017)
Visual method and apparatus for enhancing search result navigation
Shixia Liu;Zhong Su.
(2007)
OpinionSeer: Interactive Visualization of Hotel Customer Feedback
Yingcai Wu;Furu Wei;Shixia Liu;Norman Au.
IEEE Transactions on Visualization and Computer Graphics (2010)
A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges
Guo-Dao Sun;Ying-Cai Wu;Rong-Hua Liang;Shi-Xia Liu.
Journal of Computer Science and Technology (2013)
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