Scott Gaffney

1.9k total citations
18 papers, 1.4k citations indexed

About

Scott Gaffney is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Scott Gaffney has authored 18 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 6 papers in Signal Processing and 4 papers in Information Systems. Recurrent topics in Scott Gaffney's work include Bayesian Methods and Mixture Models (6 papers), Data Management and Algorithms (4 papers) and Advanced Clustering Algorithms Research (4 papers). Scott Gaffney is often cited by papers focused on Bayesian Methods and Mixture Models (6 papers), Data Management and Algorithms (4 papers) and Advanced Clustering Algorithms Research (4 papers). Scott Gaffney collaborates with scholars based in United States, France and United Kingdom. Scott Gaffney's co-authors include Padhraic Smyth, Andrew W. Robertson, Suzana J. Camargo, Michael Ghil, Igor V. Cadez, Darya Chudova, Flavian Vasile, Eric Mjolsness, Lan Nie and J. Andrew Carlson and has published in prestigious journals such as Journal of Climate, Climate Dynamics and The Journal of Clinical Pharmacology.

In The Last Decade

Scott Gaffney

18 papers receiving 1.3k citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Scott Gaffney United States	14	651	612	395	347	343	18	1.4k
Dino Ienco France	22	357 0.5×	328 0.5×	28 0.1×	220 0.6×	488 1.4×	103	2.0k
P. Blonda Italy	23	204 0.3×	466 0.8×	40 0.1×	115 0.3×	497 1.4×	84	1.7k
Amy McGovern United States	28	1.3k 2.0×	1.1k 1.8×	94 0.2×	104 0.3×	697 2.0×	96	2.6k
Fan Ping China	17	491 0.8×	450 0.7×	78 0.2×	106 0.3×	91 0.3×	106	1.0k
Suman Ravuri United States	15	658 1.0×	510 0.8×	76 0.2×	271 0.8×	593 1.7×	28	1.7k
Timothy Hunter United States	18	143 0.2×	345 0.6×	40 0.1×	211 0.6×	214 0.6×	27	1.6k
Ranga Raju Vatsavai United States	19	186 0.3×	240 0.4×	14 0.0×	226 0.7×	303 0.9×	114	1.2k
Steven Reece United Kingdom	20	66 0.1×	235 0.4×	32 0.1×	111 0.3×	440 1.3×	52	1.6k
Dan Cornford United Kingdom	15	154 0.2×	160 0.3×	51 0.1×	57 0.2×	193 0.6×	61	808

Countries citing papers authored by Scott Gaffney

Since Specialization

Citations

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

Fields of papers citing papers by Scott Gaffney

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Scott Gaffney

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

All Works

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18 of 18 papers shown

Chudova, Darya, Scott Gaffney, & Padhraic Smyth. (2012). Probabilistic models for joint clustering and time-warping of multidimensional curves. arXiv (Cornell University). 134–141. 4 indexed citations

Nie, Lan, et al.. (2010). Resolving Surface Forms to Wikipedia Topics. International Conference on Computational Linguistics. 1335–1343. 43 indexed citations

Nie, Lan, et al.. (2010). Learning Document Labels from Enriched Click Graphs. 57–64. 1 indexed citations

Rajan, Suju, Dragomir Yankov, Scott Gaffney, & Adwait Ratnaparkhi. (2010). A large-scale active learning system for topical categorization on the web. 791–800. 10 indexed citations

Carlson, J. Andrew, Scott Gaffney, & Flavian Vasile. (2009). Learning a Named Entity Tagger from Gazetteers with the Partial Perceptron.. National Conference on Artificial Intelligence. 7–13. 15 indexed citations

Kim, Soo-Min, Patrick Pantel, Lei Duan, & Scott Gaffney. (2009). Improving web page classification by label-propagation over click graphs. 1077–1086. 16 indexed citations

Gaffney, Scott, Andrew W. Robertson, Padhraic Smyth, Suzana J. Camargo, & Michael Ghil. (2007). Probabilistic clustering of extratropical cyclones using regression mixture models. Climate Dynamics. 29(4). 423–440. 147 indexed citations

Camargo, Suzana J., Andrew W. Robertson, Scott Gaffney, Padhraic Smyth, & Michael Ghil. (2007). Cluster Analysis of Typhoon Tracks. Part II: Large-Scale Circulation and ENSO. Journal of Climate. 20(14). 3654–3676. 271 indexed citations

Camargo, Suzana J., Andrew W. Robertson, Scott Gaffney, Padhraic Smyth, & Michael Ghil. (2007). Cluster Analysis of Typhoon Tracks. Part I: General Properties. Journal of Climate. 20(14). 3635–3653. 265 indexed citations

10.

Gaffney, Scott & Padhraic Smyth. (2004). Joint Probabilistic Curve Clustering and Alignment. Neural Information Processing Systems. 17. 473–480. 44 indexed citations

11.

Gaffney, Scott & Padhraic Smyth. (2004). Probabilistic curve-aligned clustering and prediction with regression mixture models. 89 indexed citations

12.

Gaffney, Scott & Padhraic Smyth. (2003). Curve Clustering with Random Effects Regression Mixtures. International Conference on Artificial Intelligence and Statistics. 101–108. 49 indexed citations

13.

Chudova, Darya, Scott Gaffney, Eric Mjolsness, & Padhraic Smyth. (2003). Translation-invariant mixture models for curve clustering. 79–88. 50 indexed citations

14.

Chudova, Darya, Scott Gaffney, Eric Mjolsness, & Padhraic Smyth. (2003). Translation-invariant mixture models for curve clustering. 2 indexed citations

15.

Cadez, Igor V., Scott Gaffney, & Padhraic Smyth. (2000). A general probabilistic framework for clustering individuals and objects. 140–149. 89 indexed citations

16.

Gaffney, Scott & Padhraic Smyth. (1999). Trajectory clustering with mixtures of regression models. 63–72. 296 indexed citations

17.

Ackerman, Mark S., Daniel Billsus, Scott Gaffney, et al.. (1997). Learning Probabilistic User Profiles: Applications for Finding Interesting Web Sites, Notifying Users of Relevant Changes to Web Pages, and Locating Grant Opportunities. AI Magazine. 18(2). 47–56. 22 indexed citations

18.

Globus, Gordon G., et al.. (1974). The Effect of Lorazepam on Anxious Insomniacs' Sleep as Recorded in the Home Environment. The Journal of Clinical Pharmacology. 14(4). 192–201. 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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