Junming Liu

1.6k citations
52 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
    • Urban and Freight Transport Logistics

Papers in

Junming Liu

44 papers receiving 1.1k 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 · 77 citations
770+1+2Years since publication255075

Peers

Junming Liu
Comparison fields: 5 of 117
  • Transportation 404
  • Building and Construction 271
  • Automotive Engineering 234
  • Signal Processing 89
  • Management Science and Operations Research 100
Replace Baibing Li with:
Baibing Li United Kingdom
Jorge Freire de Sousa Portugal
Filipe Rodrigues Denmark
João Coutinho‐Rodrigues Portugal
Christine L. Mumford United Kingdom
Guangnian Xiao China
Hsun-Ping Hsieh Taiwan
Feng Xiao China
Georgios K. Ouzounis Italy
Juanjuan Zhao China
Junming Liu relative to Baibing Li United Kingdom Baibing Li's profile →
Citations per field
00.5×2.6×
Baibing Li · 1×
Citations per year

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 52 papers — load more, or switch the sort, to bring in the rest.

#Work
1 2016156
2 2014133
3 201582
4
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables
Hit paper breakdown →
202377
5 201269
6 202062
7 200661
8 201755
9 201739
10 201838
11 200637
12 202232
13 200428
14 201927
15 202223
16 202417
17 202115
18 201815
19 200714
20 201513

About Junming Liu

Junming Liu is a scholar working on Transportation, Computer Networks and Communications, Artificial Intelligence, Building and Construction and Information Systems, having authored 52 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 (7 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 (404 citations), Building and Construction (271 citations), Automotive Engineering (234 citations), Signal Processing (89 citations) and Management Science and Operations Research (100 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, Meng Qu, Kaoru Tone, Hengshu Zhu, Guannan Liu, Yanjie Fu, Pengxin Wang and Kevin Tansey. 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, Journal of Hypertension and IEEE Transactions on Intelligent Transportation Systems.

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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