Patrick M. Murphy

2.4k total citations · 1 hit paper
7 papers, 1.4k citations indexed

About

Patrick M. Murphy is a scholar working on Artificial Intelligence, Management Information Systems and Environmental Engineering. According to data from OpenAlex, Patrick M. Murphy has authored 7 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 1 paper in Management Information Systems and 1 paper in Environmental Engineering. Recurrent topics in Patrick M. Murphy's work include Neural Networks and Applications (2 papers), Machine Learning and Data Classification (2 papers) and Healthcare Policy and Management (1 paper). Patrick M. Murphy is often cited by papers focused on Neural Networks and Applications (2 papers), Machine Learning and Data Classification (2 papers) and Healthcare Policy and Management (1 paper). Patrick M. Murphy collaborates with scholars based in United States. Patrick M. Murphy's co-authors include Michael J. Pazzani, Kamal Ali, Dennis Kibler and Betty H. Olson and has published in prestigious journals such as American Water Works Association, Journal of Artificial Intelligence Research and ArXiv.org.

In The Last Decade

Patrick M. Murphy

6 papers receiving 1.3k 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.

UCI Repository of Machine Learning Databases

1994 1.3k citations Patrick M. Murphy Medical Entomology and Zoology profile →

Peers

Patrick M. Murphy

AI

CVPR

IS

CTM

SP

Christopher J. Merz United States

Ata Kabán United Kingdom

Dietrich Wettschereck United States

A. Topchy United States

Solomon Eyal Shimony Israel

Mohammad Reza Aref Iran

Nick Littlestone United States

Amol Ghoting United States

Alin Dobra United States

Hisashi Kashima Japan

Christopher J. Merz United States

Patrick M. Murphy

1.6k ×1.4

AI

496 ×1.1

CVPR

463 ×1.4

IS

310 ×1.2

CTM

232 ×1.6

SP

Citations per year, relative to Patrick M. Murphy Patrick M. Murphy (= 1×) peers Christopher J. Merz

Countries citing papers authored by Patrick M. Murphy

Since Specialization

Citations

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

Fields of papers citing papers by Patrick M. Murphy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Patrick M. Murphy. 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 Patrick M. Murphy. The network helps show where Patrick M. Murphy may publish in the future.

Co-authorship network of co-authors of Patrick M. Murphy

This figure shows the co-authorship network connecting the top 25 collaborators of Patrick M. Murphy. A scholar is included among the top collaborators of Patrick M. Murphy 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 Patrick M. Murphy. Patrick M. Murphy 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.

Murphy, Patrick M. & Dennis Kibler. (1996). Extending the practicality of theory revision systems through the revision of production system rulebases. eScholarship (California Digital Library). 1 indexed citations

2.

Murphy, Patrick M. & Betty H. Olson. (1996). Decision‐tree construction and analysis. American Water Works Association. 88(2). 59–67. 1 indexed citations

3.

Murphy, Patrick M.. (1995). An empirical analysis of the benefit of decision tree size biases as a function of concept distribution. eScholarship (California Digital Library). 3 indexed citations

4.

Pazzani, Michael J., et al.. (1994). Trading off coverage for accuracy in forecasts: Applications to clinical data analysis. 7 indexed citations

5.

Murphy, Patrick M.. (1994). UCI Repository of Machine Learning Databases. Medical Entomology and Zoology. 1318 indexed citations breakdown →

6.

Murphy, Patrick M. & Michael J. Pazzani. (1994). Exploring the Decision Forest: An Empirical Investigation of Occam's Razor in Decision Tree Induction. Journal of Artificial Intelligence Research. 1. 257–275. 62 indexed citations

7.

Murphy, Patrick M. & Michael J. Pazzani. (1994). Exploring the Decision Forest: An Empirical Investigation of Occam's Razor in Decision Tree Induction. ArXiv.org. 171–187. 11 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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