Junming Liu

1.5k citations
53 papers · 1.1k · 1 hit paper · h-index 16

Impact in

    • Human Mobility and Location-Based Analysis
    • Transportation Planning and Optimization
    • Urban Transport and Accessibility
    • Traffic Prediction and Management Techniques
    • Smart Parking Systems Research

Papers in

Junming Liu

46 papers receiving 1.0k citations

Junming Liu's Hit Papers

A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables 2023 · 87 citations
870+1+2Years since publication255075

Peers

Junming Liu
Comparison fields: 5 of 115
  • Transportation 335
  • Building and Construction 235
  • Automotive Engineering 202
  • Management Science and Operations Research 102
  • Signal Processing 88
Replace Baibing Li with:
Baibing Li United Kingdom
Jorge Freire de Sousa Portugal
Filipe Rodrigues Denmark
Christine L. Mumford United Kingdom
Georgios K. Ouzounis Italy
Peng Wu China
Sheng Liu China
Johan W. Joubert South Africa
Yaoli Wang China
Feng Xiao China
Junming Liu relative to Baibing Li United Kingdom Baibing Li's profile →
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Countries citing papers authored by Junming Liu

Since Specialization
Citations

This map shows the geographic impact of Junming Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junming Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junming Liu more than expected).

Fields of papers citing papers by Junming Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junming Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junming Liu. The network helps show where Junming Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Junming Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Junming Liu Line = papers co-authored together Junming Liu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 53 papers — load more, or switch the sort, to bring in the rest.

#Work
1 2016160
2 2014134
3
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables
Hit paper breakdown →
202387
4 201269
5 202065
6 200661
7 201755
8 201840
9 201739
10 200637
11 202232
12 200428
13 201928
14 202425
15 202223
16 202115
17 201815
18 200714
19 201513
20 202412

About Junming Liu

Junming Liu is a scholar working on Computer Networks and Communications, Artificial Intelligence, Transportation, Information Systems and Building and Construction, having authored 53 papers that have together received 1.1k indexed citations. Recurring topics across this work include Transportation Planning and Optimization (8 papers), Human Mobility and Location-Based Analysis (6 papers), Network Security and Intrusion Detection (5 papers), Smart Agriculture and AI (5 papers), Transportation and Mobility Innovations (4 papers), Remote Sensing in Agriculture (4 papers), Caching and Content Delivery (4 papers) and Urban and Freight Transport Logistics (4 papers). The work is most often cited by research in Transportation (335 citations), Building and Construction (235 citations), Automotive Engineering (202 citations), Management Science and Operations Research (102 citations) and Signal Processing (88 citations). Junming Liu has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Hui Xiong, Leilei Sun, Weiwei Chen, Hengshu Zhu, Kaoru Tone, Meng Qu, Guannan Liu, Pengxin Wang, Kevin Tansey and Wenting Quan. Their work appears in journals such as INFORMS journal on computing, Computers and Electronics in Agriculture, INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences, The FASEB Journal and Journal of Database Management.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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