Gary William Flake

4.9k total citations · 2 hit papers
35 papers, 3.0k citations indexed

About

Gary William Flake is a scholar working on Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics. According to data from OpenAlex, Gary William Flake has authored 35 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 12 papers in Information Systems and 11 papers in Statistical and Nonlinear Physics. Recurrent topics in Gary William Flake's work include Web Data Mining and Analysis (9 papers), Complex Network Analysis Techniques (8 papers) and Neural Networks and Applications (5 papers). Gary William Flake is often cited by papers focused on Web Data Mining and Analysis (9 papers), Complex Network Analysis Techniques (8 papers) and Neural Networks and Applications (5 papers). Gary William Flake collaborates with scholars based in United States, Denmark and South Africa. Gary William Flake's co-authors include C. Lee Giles, Steve Lawrence, Sandra Lawrence, Frans Coetzee, Eric J. Glover, David M. Pennock, Kostas Tsioutsiouliklis, Michael Frame, Robert E. Tarjan and Andries Kruger and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Artificial Intelligence and Computer.

In The Last Decade

Gary William Flake

34 papers receiving 2.6k 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.

Self-organization and identification of Web communities

2002 620 citations Gary William Flake, Sandra Lawrence et al. Computer profile →
Efficient identification of Web communities

2000 509 citations Gary William Flake, Steve Lawrence et al. profile →

Peers

Countries citing papers authored by Gary William Flake

Since Specialization

Citations

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

Fields of papers citing papers by Gary William Flake

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gary William Flake. 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 Gary William Flake. The network helps show where Gary William Flake may publish in the future.

Co-authorship network of co-authors of Gary William Flake

This figure shows the co-authorship network connecting the top 25 collaborators of Gary William Flake. A scholar is included among the top collaborators of Gary William Flake 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 Gary William Flake. Gary William Flake 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

#	Work	Indexed citations
1	Support Vector Machines for Regression Problems with Sequential Minimal Optimization 2007 ·Gary William Flake	2
2	The Tech Buzz Game [stock market prediction 2005 ·Computer ·(unknown), Michael Dooley, Gary William Flake, (unknown), (unknown), D.M. Pennock, (unknown)	19
3	Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms 2004 ·Neural Information Processing Systems ·Omid Madani, David M. Pennock, Gary William Flake	12
4	The Self-organized Web: The Yin to the Semantic Web's Yang 2003 ·IEEE Intelligent Systems ·Gary William Flake, David M. Pennock, Daniel C. Fain	8
5	Neurons, viscose fluids, freshwater polyp hydra-and self-organizing information systems 2003 ·IEEE Intelligent Systems ·Francis Heylighen, Carlos Gershenson, (unknown), Gary William Flake, David M. Pennock, Daniel C. Fain, David De Roure, Karl Aberer, Wei‐Min Shen, Olivier Dousse, Patrick Thiran	48
6	Rush Hour is PSPACE-complete, or “Why you should generously tip parking lot attendants” 2002 ·Theoretical Computer Science ·Gary William Flake, Eric B. Baum	40
7	Extracting query modifications from nonlinear SVMs 2002 ·Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles	1
8	Artist detection in music with Minnowmatch 2002 ·Brian Whitman, Gary William Flake, Sandra Lawrence	65
9	Clustering and identifying temporal trends in document databases 2002 ·Alexandrin Popescul, Gary William Flake, Sandra Lawrence, Lyle Ungar, C. Lee Giles	60
10	Improving category specific Web search by learning query modifications 2002 ·Eric J. Glover, Gary William Flake, Sandra Lawrence, William P. Birmingham, Andries Kruger, C. Lee Giles, D.M. Pennock	72
11	Efficient SVM Regression Training with SMO 2002 ·Machine Learning ·Gary William Flake, Steve Lawrence	225
12	G.W. Flake, The Computational Beauty of Nature 2001 ·Artificial Intelligence ·Gary William Flake	3
13	The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation. 2000 ·American Mathematical Monthly ·Michael Frame, Gary William Flake	131
14	DEADLINER 2000 ·Andries Kruger, C. Lee Giles, Frans Coetzee, Eric Glover, Gary William Flake, Sandra Lawrence, Christian W. Omlin	33
15	Differentiating Functions of the Jacobian with Respect to the Weights 1999 ·MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth) ·Gary William Flake, Barak A. Pearlmutter	3
16	Heuristics for Improving the Performance of Online SVM Training Algorithms 1999 ·Gary William Flake	1
17	The Computational Beauty of Nature 1998 ·Gary William Flake	150
18	Exploiting Chaos to Control the Future 1993 ·Neural Information Processing Systems ·Gary William Flake, (unknown), (unknown)	1
19	Function approximation and time series prediction with neural networks 1990 ·R.D. Jones, Y.C. Lee, Cris W. Barnes, Gary William Flake, K. Lee, P.S. Lewis, S.P. Qian	83
20	Adaptive stochastic cellular automata: Applications 1990 ·Physica D Nonlinear Phenomena ·S.P. Qian, Y. C. Lee, R.D. Jones, Cris W. Barnes, Gary William Flake, (unknown), K. Lee, H. H. Chen, Guodong Sun, (unknown), Dong Chen, C. Lee Giles	11

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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