D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 48 Citations 9,058 183 World Ranking 4042 National Ranking 378

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.

Best 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)

462 Citations

A survey on information visualization: recent advances and challenges

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

411 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)

387 Citations

Context preserving dynamic word cloud visualization

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

366 Citations

Context-Preserving, Dynamic Word Cloud Visualization

Weiwei Cui;Yingcai Wu;Shixia Liu;Furu Wei.
IEEE Computer Graphics and Applications (2010)

359 Citations

TIARA: a visual exploratory text analytic system

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

297 Citations

Towards better analysis of machine learning models: A visual analytics perspective

Shixia Liu;Xiting Wang;Mengchen Liu;Jun Zhu.
Visual Informatics (2017)

272 Citations

Visual method and apparatus for enhancing search result navigation

Shixia Liu;Zhong Su.
(2007)

264 Citations

OpinionSeer: Interactive Visualization of Hotel Customer Feedback

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

226 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)

224 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Shixia Liu

Huamin Qu

Huamin Qu

Hong Kong University of Science and Technology

Publications: 62

Thomas Ertl

Thomas Ertl

University of Stuttgart

Publications: 28

Daniel A. Keim

Daniel A. Keim

University of Konstanz

Publications: 27

Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

Publications: 26

Kwan-Liu Ma

Kwan-Liu Ma

University of California, Davis

Publications: 24

Han-Wei Shen

Han-Wei Shen

The Ohio State University

Publications: 19

Yangqiu Song

Yangqiu Song

Hong Kong University of Science and Technology

Publications: 19

Daniel Weiskopf

Daniel Weiskopf

University of Stuttgart

Publications: 18

Ross Maciejewski

Ross Maciejewski

Arizona State University

Publications: 17

Cláudio T. Silva

Cláudio T. Silva

New York University

Publications: 15

Giuseppe Carenini

Giuseppe Carenini

University of British Columbia

Publications: 14

Hanghang Tong

Hanghang Tong

University of Illinois at Urbana-Champaign

Publications: 14

Muralidhar Krishnaprasad

Muralidhar Krishnaprasad

Salesforce (United States)

Publications: 14

Michael Gleicher

Michael Gleicher

University of Wisconsin–Madison

Publications: 14

Duen Horng Chau

Duen Horng Chau

Georgia Institute of Technology

Publications: 13

Enrico Bertini

Enrico Bertini

Bambino Gesù Children's Hospital

Publications: 13

Trending Scientists

Kimberly L. Turner

Kimberly L. Turner

University of California, Santa Barbara

Laurence H. Hurley

Laurence H. Hurley

University of Arizona

Hui Xu

Hui Xu

Jiangsu University

Brian K. Kennedy

Brian K. Kennedy

National University of Singapore

Chris Simon

Chris Simon

University of Connecticut

Rudolf Ladenstein

Rudolf Ladenstein

Karolinska Institute

Susan J. Little

Susan J. Little

University of California, San Diego

Joel I. Ward

Joel I. Ward

University of California, Los Angeles

Gregory M. Dipple

Gregory M. Dipple

University of British Columbia

Jeffrey T. Freymueller

Jeffrey T. Freymueller

Michigan State University

Kevin E. Vowles

Kevin E. Vowles

Queen's University Belfast

Charles J. Heckman

Charles J. Heckman

Northwestern University

Antonino Romano

Antonino Romano

Catholic University of America

Sara E. Rimm-Kaufman

Sara E. Rimm-Kaufman

University of Virginia

Barbara Thorand

Barbara Thorand

Helmholtz Zentrum München

Johan P. Mackenbach

Johan P. Mackenbach

Erasmus University Rotterdam

Something went wrong. Please try again later.