H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 44 Citations 8,331 125 World Ranking 3731 National Ranking 344

Research.com Recognitions

Awards & Achievements

2021 - IEEE Fellow For contributions to visual text analysis and visual model analysis

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Operating system

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.

His most cited work include:

  • TextFlow: Towards Better Understanding of Evolving Topics in Text (266 citations)
  • Towards Better Analysis of Deep Convolutional Neural Networks (247 citations)
  • A survey on information visualization: recent advances and challenges (224 citations)

What are the main themes of his work throughout his whole career to date?

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.

He most often published in these fields:

  • Visualization (36.36%)
  • Artificial intelligence (28.48%)
  • Visual analytics (25.45%)

What were the highlights of his more recent work (between 2016-2021)?

  • Artificial intelligence (28.48%)
  • Visual analytics (25.45%)
  • Visualization (36.36%)

In recent papers he was focusing on the following fields of study:

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.

Between 2016 and 2021, his most popular works were:

  • Towards Better Analysis of Deep Convolutional Neural Networks (247 citations)
  • Towards better analysis of machine learning models: A visual analytics perspective (154 citations)
  • Visual Analytics for Explainable Deep Learning (98 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Operating system

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.

Top Publications

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)

432 Citations

A survey on information visualization: recent advances and challenges

Shixia Liu;Weiwei Cui;Yingcai Wu;Mengchen Liu.
The Visual Computer (2014)

374 Citations

Context preserving dynamic word cloud visualization

Weiwei Cui;Yingcai Wu;Shixia Liu;Furu Wei.
ieee pacific visualization symposium (2010)

340 Citations

Towards Better Analysis of Deep Convolutional Neural Networks

Mengchen Liu;Jiaxin Shi;Zhen Li;Chongxuan Li.
IEEE Transactions on Visualization and Computer Graphics (2017)

304 Citations

TIARA: a visual exploratory text analytic system

Furu Wei;Shixia Liu;Yangqiu Song;Shimei Pan.
knowledge discovery and data mining (2010)

288 Citations

Visual method and apparatus for enhancing search result navigation

Shixia Liu;Zhong Su.
(2007)

234 Citations

OpinionSeer: Interactive Visualization of Hotel Customer Feedback

Yingcai Wu;Furu Wei;Shixia Liu;Norman Au.
IEEE Transactions on Visualization and Computer Graphics (2010)

210 Citations

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)

204 Citations

StoryFlow: Tracking the Evolution of Stories

Shixia Liu;Yingcai Wu;Enxun Wei;Mengchen Liu.
IEEE Transactions on Visualization and Computer Graphics (2013)

193 Citations

Breaking news on twitter

Mengdie Hu;Shixia Liu;Furu Wei;Yingcai Wu.
human factors in computing systems (2012)

185 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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