Spectral clustering (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Spectral clustering" in English language version.

refsWebsite

Global rank English rank

11doi.org

2^nd place

5semanticscholar.org

11^th place

8^th place

4harvard.edu

18^th place

17^th place

4nih.gov

4^th place

3arxiv.org

69^th place

59^th place

3researchgate.net

120^th place

125^th place

2worldcat.org

5^th place

2berkeley.edu

580^th place

462^nd place

1web.archive.org

1^st place

1escholarship.org

1,523^rd place

976^th place

1scikit-learn.org

low place

1apache.org

3,206^th place

2,477^th place

1r-project.org

7,871^st place

5,225^th place

1whiterose.ac.uk

4,124^th place

2,320^th place

1utexas.edu

916^th place

706^th place

1psu.edu

207^th place

136^th place

1ceur-ws.org

low place

1stanford.edu

179^th place

183^rd place

1lse.ac.uk

2,117^th place

1,361^st place

apache.org (Global: 3,206^th place; English: 2,477^th place)

spark.apache.org

"Clustering - RDD-based API - Spark 3.2.0 Documentation".

arxiv.org (Global: 69^th place; English: 59^th place)

Arias-Castro, E.; Chen, G.; Lerman, G. (2011), "Spectral clustering based on local linear approximations.", Electronic Journal of Statistics, 5: 1537–87, arXiv:1001.1323, doi:10.1214/11-ejs651, S2CID 88518155
Wang, S.; Gittens, A.; Mahoney, M.W. (2019). "Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds". Journal of Machine Learning Research. 20: 1–49. arXiv:1706.02803.
Acer, Seher; Boman, Erik G.; Glusa, Christian A.; Rajamanickam, Sivasankaran (2021). "Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems". Parallel Computing. 106 102769. arXiv:2105.00578. doi:10.1016/j.parco.2021.102769. S2CID 233481603.

berkeley.edu (Global: 580^th place; English: 462^nd place)

people.eecs.berkeley.edu

Demmel, J. "CS267: Notes for Lecture 23, April 9, 1999, Graph Partitioning, Part 2".

cs.berkeley.edu

Jianbo Shi and Jitendra Malik, "Normalized Cuts and Image Segmentation", IEEE Transactions on PAMI, Vol. 22, No. 8, Aug 2000.

ceur-ws.org (Global: low place; English: low place)

Schubert, Erich; Hess, Sibylle; Morik, Katharina (2018). The Relationship of DBSCAN to Matrix Factorization and Spectral Clustering (PDF). LWDA. pp. 330–334.

doi.org (Global: 2^nd place; English: 2^nd place)

Zare, Habil; Shooshtari, P.; Gupta, A.; Brinkman, R. (2010). "Data reduction for spectral clustering to analyze high throughput flow cytometry data". BMC Bioinformatics. 11 403. doi:10.1186/1471-2105-11-403. PMC 2923634. PMID 20667133.
Arias-Castro, E.; Chen, G.; Lerman, G. (2011), "Spectral clustering based on local linear approximations.", Electronic Journal of Statistics, 5: 1537–87, arXiv:1001.1323, doi:10.1214/11-ejs651, S2CID 88518155
Fowlkes, C (2004). "Spectral grouping using the Nystrom method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 26 (2): 214–25. Bibcode:2004ITPAM..26..214F. doi:10.1109/TPAMI.2004.1262185. PMID 15376896. S2CID 2384316.
Acer, Seher; Boman, Erik G.; Glusa, Christian A.; Rajamanickam, Sivasankaran (2021). "Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems". Parallel Computing. 106 102769. arXiv:2105.00578. doi:10.1016/j.parco.2021.102769. S2CID 233481603.
Knyazev, Andrew V. (2006). Multiscale Spectral Image Segmentation Multiscale preconditioning for computing eigenvalues of graph Laplacians in image segmentation. Fast Manifold Learning Workshop, WM Williamburg, VA. doi:10.13140/RG.2.2.35280.02565.
Filippone, M.; Camastra, F.; Masulli, F.; Rovetta, S. (January 2008). "A survey of kernel and spectral methods for clustering" (PDF). Pattern Recognition. 41 (1): 176–190. Bibcode:2008PatRe..41..176F. doi:10.1016/j.patcog.2007.05.018.
Dhillon, Inderjit; Guan, Yuqiang; Kulis, Brian (November 2007). "Weighted Graph Cuts without Eigenvectors: A Multilevel Approach". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (11): 1944–1957. Bibcode:2007ITPAM..29.1944D. CiteSeerX 10.1.1.131.2635. doi:10.1109/tpami.2007.1115. PMID 17848776. S2CID 9402790.
Kannan, Ravi; Vempala, Santosh; Vetta, Adrian (2004). "On Clusterings : Good, Bad and Spectral". Journal of the ACM. 51 (3): 497–515. doi:10.1145/990308.990313. S2CID 207558562.
Fiedler, Miroslav (1973). "Algebraic connectivity of graphs". Czechoslovak Mathematical Journal. 23 (2): 298–305. Bibcode:1973CzMJ...23..298F. doi:10.21136/CMJ.1973.101168.
DeMarzo, P. M.; Vayanos, D.; Zwiebel, J. (2003-08-01). "Persuasion Bias, Social Influence, and Unidimensional Opinions". The Quarterly Journal of Economics. 118 (3). Oxford University Press: 909–968. doi:10.1162/00335530360698469. ISSN 0033-5533.
Golub, Benjamin; Jackson, Matthew O. (2012-07-26). "How Homophily Affects the Speed of Learning and Best-Response Dynamics". The Quarterly Journal of Economics. 127 (3). Oxford University Press (OUP): 1287–1338. doi:10.1093/qje/qjs021. ISSN 0033-5533.

escholarship.org (Global: 1,523^rd place; English: 976^th place)

Fowlkes, C (2004). "Spectral grouping using the Nystrom method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 26 (2): 214–25. Bibcode:2004ITPAM..26..214F. doi:10.1109/TPAMI.2004.1262185. PMID 15376896. S2CID 2384316.

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Fowlkes, C (2004). "Spectral grouping using the Nystrom method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 26 (2): 214–25. Bibcode:2004ITPAM..26..214F. doi:10.1109/TPAMI.2004.1262185. PMID 15376896. S2CID 2384316.
Filippone, M.; Camastra, F.; Masulli, F.; Rovetta, S. (January 2008). "A survey of kernel and spectral methods for clustering" (PDF). Pattern Recognition. 41 (1): 176–190. Bibcode:2008PatRe..41..176F. doi:10.1016/j.patcog.2007.05.018.
Dhillon, Inderjit; Guan, Yuqiang; Kulis, Brian (November 2007). "Weighted Graph Cuts without Eigenvectors: A Multilevel Approach". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (11): 1944–1957. Bibcode:2007ITPAM..29.1944D. CiteSeerX 10.1.1.131.2635. doi:10.1109/tpami.2007.1115. PMID 17848776. S2CID 9402790.
Fiedler, Miroslav (1973). "Algebraic connectivity of graphs". Czechoslovak Mathematical Journal. 23 (2): 298–305. Bibcode:1973CzMJ...23..298F. doi:10.21136/CMJ.1973.101168.

lse.ac.uk (Global: 2,117^th place; English: 1,361^st place)

eprints.lse.ac.uk

DeMarzo, P. M.; Vayanos, D.; Zwiebel, J. (2003-08-01). "Persuasion Bias, Social Influence, and Unidimensional Opinions". The Quarterly Journal of Economics. 118 (3). Oxford University Press: 909–968. doi:10.1162/00335530360698469. ISSN 0033-5533.

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Zare, Habil; Shooshtari, P.; Gupta, A.; Brinkman, R. (2010). "Data reduction for spectral clustering to analyze high throughput flow cytometry data". BMC Bioinformatics. 11 403. doi:10.1186/1471-2105-11-403. PMC 2923634. PMID 20667133.
Fowlkes, C (2004). "Spectral grouping using the Nystrom method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 26 (2): 214–25. Bibcode:2004ITPAM..26..214F. doi:10.1109/TPAMI.2004.1262185. PMID 15376896. S2CID 2384316.
Dhillon, Inderjit; Guan, Yuqiang; Kulis, Brian (November 2007). "Weighted Graph Cuts without Eigenvectors: A Multilevel Approach". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (11): 1944–1957. Bibcode:2007ITPAM..29.1944D. CiteSeerX 10.1.1.131.2635. doi:10.1109/tpami.2007.1115. PMID 17848776. S2CID 9402790.

ncbi.nlm.nih.gov

Zare, Habil; Shooshtari, P.; Gupta, A.; Brinkman, R. (2010). "Data reduction for spectral clustering to analyze high throughput flow cytometry data". BMC Bioinformatics. 11 403. doi:10.1186/1471-2105-11-403. PMC 2923634. PMID 20667133.

psu.edu (Global: 207^th place; English: 136^th place)

citeseerx.ist.psu.edu

Dhillon, Inderjit; Guan, Yuqiang; Kulis, Brian (November 2007). "Weighted Graph Cuts without Eigenvectors: A Multilevel Approach". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (11): 1944–1957. Bibcode:2007ITPAM..29.1944D. CiteSeerX 10.1.1.131.2635. doi:10.1109/tpami.2007.1115. PMID 17848776. S2CID 9402790.

r-project.org (Global: 7,871^st place; English: 5,225^th place)

cran.r-project.org

"Kernlab: Kernel-Based Machine Learning Lab". 12 November 2019.

researchgate.net (Global: 120^th place; English: 125^th place)

Knyazev, Andrew V. (2003). Boley; Dhillon; Ghosh; Kogan (eds.). Modern preconditioned eigensolvers for spectral image segmentation and graph bisection. Clustering Large Data Sets; Third IEEE International Conference on Data Mining (ICDM 2003) Melbourne, Florida: IEEE Computer Society. pp. 59–62.
Knyazev, Andrew V. (2006). Multiscale Spectral Image Segmentation Multiscale preconditioning for computing eigenvalues of graph Laplacians in image segmentation. Fast Manifold Learning Workshop, WM Williamburg, VA. doi:10.13140/RG.2.2.35280.02565.
Knyazev, Andrew V. (2006). Multiscale Spectral Graph Partitioning and Image Segmentation. Workshop on Algorithms for Modern Massive Datasets Stanford University and Yahoo! Research.

scikit-learn.org (Global: low place; English: low place)

"2.3. Clustering".

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Arias-Castro, E.; Chen, G.; Lerman, G. (2011), "Spectral clustering based on local linear approximations.", Electronic Journal of Statistics, 5: 1537–87, arXiv:1001.1323, doi:10.1214/11-ejs651, S2CID 88518155
Fowlkes, C (2004). "Spectral grouping using the Nystrom method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 26 (2): 214–25. Bibcode:2004ITPAM..26..214F. doi:10.1109/TPAMI.2004.1262185. PMID 15376896. S2CID 2384316.
Acer, Seher; Boman, Erik G.; Glusa, Christian A.; Rajamanickam, Sivasankaran (2021). "Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems". Parallel Computing. 106 102769. arXiv:2105.00578. doi:10.1016/j.parco.2021.102769. S2CID 233481603.
Dhillon, Inderjit; Guan, Yuqiang; Kulis, Brian (November 2007). "Weighted Graph Cuts without Eigenvectors: A Multilevel Approach". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (11): 1944–1957. Bibcode:2007ITPAM..29.1944D. CiteSeerX 10.1.1.131.2635. doi:10.1109/tpami.2007.1115. PMID 17848776. S2CID 9402790.
Kannan, Ravi; Vempala, Santosh; Vetta, Adrian (2004). "On Clusterings : Good, Bad and Spectral". Journal of the ACM. 51 (3): 497–515. doi:10.1145/990308.990313. S2CID 207558562.

stanford.edu (Global: 179^th place; English: 183^rd place)

ai.stanford.edu

Ng, Andrew Y.; Jordan, Michael I.; Weiss, Yair (2002). "On spectral clustering: analysis and an algorithm" (PDF). Advances in Neural Information Processing Systems.

utexas.edu (Global: 916^th place; English: 706^th place)

cs.utexas.edu

Dhillon, I.S.; Guan, Y.; Kulis, B. (2004). "Kernel k-means: spectral clustering and normalized cuts" (PDF). Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining. pp. 551–6.

web.archive.org (Global: 1^st place; English: 1^st place)

Marina Meilă & Jianbo Shi, "Learning Segmentation by Random Walks", Neural Information Processing Systems 13 (NIPS 2000), 2001, pp. 873–879.

whiterose.ac.uk (Global: 4,124^th place; English: 2,320^th place)

eprints.whiterose.ac.uk

Filippone, M.; Camastra, F.; Masulli, F.; Rovetta, S. (January 2008). "A survey of kernel and spectral methods for clustering" (PDF). Pattern Recognition. 41 (1): 176–190. Bibcode:2008PatRe..41..176F. doi:10.1016/j.patcog.2007.05.018.

worldcat.org (Global: 5^th place; English: 5^th place)

search.worldcat.org

DeMarzo, P. M.; Vayanos, D.; Zwiebel, J. (2003-08-01). "Persuasion Bias, Social Influence, and Unidimensional Opinions". The Quarterly Journal of Economics. 118 (3). Oxford University Press: 909–968. doi:10.1162/00335530360698469. ISSN 0033-5533.
Golub, Benjamin; Jackson, Matthew O. (2012-07-26). "How Homophily Affects the Speed of Learning and Best-Response Dynamics". The Quarterly Journal of Economics. 127 (3). Oxford University Press (OUP): 1287–1338. doi:10.1093/qje/qjs021. ISSN 0033-5533.

Spectral clustering (English Wikipedia)

apache.org (Global: 3,206th place; English: 2,477th place)

spark.apache.org

arxiv.org (Global: 69th place; English: 59th place)

berkeley.edu (Global: 580th place; English: 462nd place)

people.eecs.berkeley.edu

cs.berkeley.edu

ceur-ws.org (Global: low place; English: low place)

doi.org (Global: 2nd place; English: 2nd place)

escholarship.org (Global: 1,523rd place; English: 976th place)

harvard.edu (Global: 18th place; English: 17th place)