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| 1 | +@inproceedings{campello2013density, |
| 2 | + title={Density-based clustering based on hierarchical density estimates}, |
| 3 | + author={Campello, Ricardo JGB and Moulavi, Davoud and Sander, Joerg}, |
| 4 | + booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining}, |
| 5 | + pages={160--172}, |
| 6 | + year={2013}, |
| 7 | + organization={Springer} |
| 8 | +} |
| 9 | + |
| 10 | +@article{campello2015hierarchical, |
| 11 | + title={Hierarchical density estimates for data clustering, visualization, and outlier detection}, |
| 12 | + author={Campello, Ricardo JGB and Moulavi, Davoud and Zimek, Arthur and Sander, J{\"o}rg}, |
| 13 | + journal={ACM Transactions on Knowledge Discovery from Data (TKDD)}, |
| 14 | + volume={10}, |
| 15 | + number={1}, |
| 16 | + pages={5}, |
| 17 | + year={2015}, |
| 18 | + publisher={ACM} |
| 19 | +} |
| 20 | + |
| 21 | +@article{chaudhuri2014consistent, |
| 22 | + title={Consistent procedures for cluster tree estimation and pruning}, |
| 23 | + author={Chaudhuri, Kamalika and Dasgupta, Sanjoy and Kpotufe, Samory and von Luxburg, Ulrike}, |
| 24 | + journal={IEEE Transactions on Information Theory}, |
| 25 | + volume={60}, |
| 26 | + number={12}, |
| 27 | + pages={7900--7912}, |
| 28 | + year={2014}, |
| 29 | + publisher={IEEE} |
| 30 | +} |
| 31 | + |
| 32 | +@inproceedings{chaudhuri2010rates, |
| 33 | + author = {Chaudhuri, Kamalika and Dasgupta, Sanjoy}, |
| 34 | + title = {Rates of Convergence for the Cluster Tree}, |
| 35 | + booktitle = {Proceedings of the 23rd International Conference on Neural Information Processing Systems}, |
| 36 | + series = {NIPS'10}, |
| 37 | + year = {2010}, |
| 38 | + location = {Vancouver, British Columbia, Canada}, |
| 39 | + pages = {343--351}, |
| 40 | + numpages = {9}, |
| 41 | + url = {http://dl.acm.org/citation.cfm?id=2997189.2997228}, |
| 42 | + acmid = {2997228}, |
| 43 | + publisher = {Curran Associates Inc.}, |
| 44 | + address = {USA}, |
| 45 | +} |
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