Jim Davis

1.2k total citations · 1 hit paper
20 papers, 809 citations indexed

About

Jim Davis is a scholar working on Management Information Systems, Control and Systems Engineering and Industrial and Manufacturing Engineering. According to data from OpenAlex, Jim Davis has authored 20 papers receiving a total of 809 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Management Information Systems, 5 papers in Control and Systems Engineering and 5 papers in Industrial and Manufacturing Engineering. Recurrent topics in Jim Davis's work include Digital Transformation in Industry (4 papers), Advanced Control Systems Optimization (3 papers) and Big Data and Business Intelligence (2 papers). Jim Davis is often cited by papers focused on Digital Transformation in Industry (4 papers), Advanced Control Systems Optimization (3 papers) and Big Data and Business Intelligence (2 papers). Jim Davis collaborates with scholars based in United States, Netherlands and Bulgaria. Jim Davis's co-authors include Thomas F. Edgar, James B. Porter, Prakashan Korambath, Jianwu Wang, Brian Schott, Robert Graybill, Ming-Chien Shan, Weimin Du, Daniel Crawl and İlkay Altıntaş and has published in prestigious journals such as Computers & Chemical Engineering, Annual Review of Chemical and Biomolecular Engineering and Machine Vision and Applications.

In The Last Decade

Jim Davis

20 papers receiving 762 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Smart manufacturing, manufacturing intelligence and demand-dynamic performance

2012 529 citations Jim Davis, Thomas F. Edgar et al. Computers & Chemical Engineering profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jim Davis United States	9	463	129	122	107	99	20	809
Xudong Chai China	12	449 1.0×	156 1.2×	109 0.9×	150 1.4×	89 0.9×	90	882
Theodor Borangiu Romania	18	656 1.4×	113 0.9×	137 1.1×	115 1.1×	111 1.1×	102	1.1k
Zhiheng Zhao China	20	496 1.1×	169 1.3×	122 1.0×	109 1.0×	218 2.2×	76	1.1k
Paolo Priore Spain	14	449 1.0×	195 1.5×	90 0.7×	95 0.9×	134 1.4×	30	1000
Ekaterini Vlachou Greece	15	609 1.3×	120 0.9×	65 0.5×	52 0.5×	112 1.1×	19	893
Edzel Lapira United States	9	565 1.2×	147 1.1×	278 2.3×	92 0.9×	70 0.7×	11	1.1k
Hamed Bouzary United States	15	396 0.9×	135 1.0×	50 0.4×	115 1.1×	83 0.8×	24	641
Josip Stjepandić Italy	15	341 0.7×	131 1.0×	58 0.5×	103 1.0×	78 0.8×	45	716
Can Saygin United States	18	553 1.2×	140 1.1×	160 1.3×	77 0.7×	83 0.8×	49	951
Michael P. Brundage United States	19	420 0.9×	142 1.1×	110 0.9×	137 1.3×	165 1.7×	51	1.0k

Countries citing papers authored by Jim Davis

Since Specialization

Citations

This map shows the geographic impact of Jim Davis'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 Jim Davis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jim Davis more than expected).

Fields of papers citing papers by Jim Davis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jim Davis. 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 Jim Davis. The network helps show where Jim Davis may publish in the future.

Co-authorship network of co-authors of Jim Davis

This figure shows the co-authorship network connecting the top 25 collaborators of Jim Davis. A scholar is included among the top collaborators of Jim Davis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jim Davis. Jim Davis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Davis, Jim, et al.. (2024). Naturally constrained reject option classification. Machine Vision and Applications. 36(1). 1 indexed citations

2.

Davis, Jim, et al.. (2024). Design Choices for Enhancing Noisy Student Self-Training. 1915–1924. 1 indexed citations

3.

Davis, Jim, et al.. (2021). Hierarchical Classification with Confidence using Generalized Logits. 1874–1881. 2 indexed citations

4.

Davis, Jim, et al.. (2021). Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses. 2502–2511. 5 indexed citations

5.

Davis, Jim, et al.. (2021). A Framework for Semi-automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions. 704–712. 2 indexed citations

6.

Korambath, Prakashan, et al.. (2019). Streaming Workflows on Edge Devices to Process Sensor Data on a Smart Manufacturing Platform. 621–622. 3 indexed citations

7.

Korambath, Prakashan, et al.. (2018). Use of On-Demand Cloud Services to Model the Optimization of an Austenitization Furnace. Maryland Shared Open Access Repository (USMAI Consortium). 2(1). 165–179. 3 indexed citations

8.

Riddick, Frank, Evan Wallace, & Jim Davis. (2016). Managing Risks Due to Ingredient Variability in Food Production. Journal of Research of the National Institute of Standards and Technology. 121. 17–17. 8 indexed citations

9.

Korambath, Prakashan, Jianwu Wang, Ankur Kumar, et al.. (2016). A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. Procedia Computer Science. 80. 680–689. 17 indexed citations

10.

Davis, Jim, Thomas F. Edgar, Robert Graybill, et al.. (2015). Smart Manufacturing. Annual Review of Chemical and Biomolecular Engineering. 6(1). 141–160. 111 indexed citations

11.

Wang, Jianwu, Prakashan Korambath, İlkay Altıntaş, Jim Davis, & Daniel Crawl. (2014). Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms. Procedia Computer Science. 29. 546–556. 37 indexed citations

12.

Korambath, Prakashan, Jianwu Wang, Ankur Kumar, et al.. (2014). Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. Procedia Computer Science. 29. 2254–2259. 27 indexed citations

13.

McDaniel, Troy, et al.. (2013). Vibrotactile cueing using wearable computers for overcoming learned non-use in chronic stroke. 378–381. 6 indexed citations

14.

Davis, Jim, et al.. (2012). Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Computers & Chemical Engineering. 47. 145–156. 529 indexed citations breakdown →

15.

Davis, Jim, et al.. (2011). Mobile: Letting Go of the Device and Building for Innovation.. 46(2). 40–42. 1 indexed citations

16.

Du, Weimin, Jim Davis, Ming-Chien Shan, & Umesh Dayal. (2000). Flexible Compensation of Workflow Processes. 3 indexed citations

17.

Rutledge, Lloyd, Jim Davis, Jacco van Ossenbruggen, & Lynda Hardman. (2000). Inter-dimensional Hypermedia Communicative Devices for Rhetorical Structure. 89–105. 15 indexed citations

18.

Bobick, Aaron, Jim Davis, Cláudio Pinhanez, et al.. (1998). Design Decisions for Interactive Environments: Evaluating the KidsRoom. 7 indexed citations

19.

Du, Weimin, Jim Davis, & Ming-Chien Shan. (1997). Flexible specification of workflow compensation scopes. 309–316. 15 indexed citations

20.

Davis, Jim, Weimin Du, & Ming-Chien Shan. (1995). A Proposed Method for Creating VCR Functions using MPEG Streams.. IEEE Data(base) Engineering Bulletin. 18. 27–30. 16 indexed citations

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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