Henry R. Ehrenberg

1.5k total citations · 1 hit paper
7 papers, 670 citations indexed

About

Henry R. Ehrenberg is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology. According to data from OpenAlex, Henry R. Ehrenberg has authored 7 papers receiving a total of 670 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Artificial Intelligence, 2 papers in Computer Vision and Pattern Recognition and 1 paper in Molecular Biology. Recurrent topics in Henry R. Ehrenberg's work include Explainable Artificial Intelligence (XAI) (2 papers), Machine Learning and Data Classification (2 papers) and Radiomics and Machine Learning in Medical Imaging (1 paper). Henry R. Ehrenberg is often cited by papers focused on Explainable Artificial Intelligence (XAI) (2 papers), Machine Learning and Data Classification (2 papers) and Radiomics and Machine Learning in Medical Imaging (1 paper). Henry R. Ehrenberg collaborates with scholars based in United States. Henry R. Ehrenberg's co-authors include Alexander Ratner, Stephen H. Bach, Jason Fries, Sen Wu, Christopher Ré, Christopher Ré, Chris Ré, Cristina Re, Zeshan Hussain and Jared Dunnmon and has published in prestigious journals such as Proceedings of the VLDB Endowment, The VLDB Journal and PubMed.

In The Last Decade

Henry R. Ehrenberg

7 papers receiving 618 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.

Snorkel

2017 378 citations Alexander Ratner, Stephen H. Bach et al. Proceedings of the VLDB Endowment profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Henry R. Ehrenberg United States	5	499	107	98	74	68	7	670
Qika Lin China	17	483 1.0×	139 1.3×	122 1.2×	125 1.7×	31 0.5×	39	712
Chengyu Wang China	15	570 1.1×	103 1.0×	140 1.4×	70 0.9×	76 1.1×	101	771
Hassan Najadat Jordan	13	309 0.6×	154 1.4×	80 0.8×	70 0.9×	20 0.3×	54	559
Souad Larabi-Marie-Sainte Saudi Arabia	12	451 0.9×	107 1.0×	123 1.3×	36 0.5×	24 0.4×	38	797
Weihua Peng China	9	484 1.0×	109 1.0×	52 0.5×	62 0.8×	86 1.3×	29	722
Baogang Wei China	16	363 0.7×	186 1.7×	200 2.0×	47 0.6×	109 1.6×	74	754
Bing Yin United States	11	362 0.7×	112 1.0×	102 1.0×	26 0.4×	27 0.4×	36	528
Jianglei Han Singapore	5	687 1.4×	145 1.4×	71 0.7×	104 1.4×	100 1.5×	7	854
Xiaozhi Wang China	10	941 1.9×	127 1.2×	195 2.0×	83 1.1×	71 1.0×	31	1.2k

Countries citing papers authored by Henry R. Ehrenberg

Since Specialization

Citations

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

Fields of papers citing papers by Henry R. Ehrenberg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Henry R. Ehrenberg. 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 Henry R. Ehrenberg. The network helps show where Henry R. Ehrenberg may publish in the future.

Co-authorship network of co-authors of Henry R. Ehrenberg

This figure shows the co-authorship network connecting the top 25 collaborators of Henry R. Ehrenberg. A scholar is included among the top collaborators of Henry R. Ehrenberg 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 Henry R. Ehrenberg. Henry R. Ehrenberg is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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7 of 7 papers shown

1.

Ratner, Alexander, Stephen H. Bach, Henry R. Ehrenberg, et al.. (2019). Snorkel: rapid training data creation with weak supervision. The VLDB Journal. 29(2-3). 709–730. 201 indexed citations

2.

Ratner, Alexander, Stephen H. Bach, Henry R. Ehrenberg, et al.. (2017). Snorkel: A System for Lightweight Extraction.. Conference on Innovative Data Systems Research. 2 indexed citations

3.

Ratner, Alexander, Stephen H. Bach, Henry R. Ehrenberg, & Chris Ré. (2017). Snorkel. 1683–1686. 40 indexed citations

4.

Ratner, Alexander, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, & Cristina Re. (2017). Learning to Compose Domain-Specific Transformations for Data Augmentation.. PubMed. 30. 3239–3249. 35 indexed citations

5.

Ratner, Alexander, Stephen H. Bach, Henry R. Ehrenberg, et al.. (2017). Snorkel. Proceedings of the VLDB Endowment. 11(3). 269–282. 378 indexed citations breakdown →

6.

Ehrenberg, Henry R., Daniel Cornfeld, Cayce Nawaf, Preston Sprenkle, & James S. Duncan. (2016). Decision forests for learning prostate cancer probability maps from multiparametric MRI. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9785. 97851J–97851J. 1 indexed citations

7.

Ehrenberg, Henry R., Jaeho Shin, Alexander Ratner, Jason Fries, & Christopher Ré. (2016). Data programming with DDLite. 1–6. 13 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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