A survey of density based clustering algorithms
Density based clustering algorithms (DBCLAs) rely on the notion of density to identify clusters of arbitrary shapes, sizes with varying densities. Existing surveys on DBCLAs cover only a selected set of algorithms. These surveys fail to provide an extensive information about a variety of DBCLAs prop...
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| Veröffentlicht in: | Frontiers of Computer Science Jg. 15; H. 1; S. 151308 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Beijing
Higher Education Press
01.02.2021
Springer Nature B.V |
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| ISSN: | 2095-2228, 2095-2236 |
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| Abstract | Density based clustering algorithms (DBCLAs) rely on the notion of density to identify clusters of arbitrary shapes, sizes with varying densities. Existing surveys on DBCLAs cover only a selected set of algorithms. These surveys fail to provide an extensive information about a variety of DBCLAs proposed till date including a taxonomy of the algorithms. In this paper we present a comprehensive survey of various DBCLAs over last two decades along with their classification. We group the DBCLAs in each of the four categories: density definition, parameter sensitivity, execution mode and nature of data and further divide them into various classes under each of these categories. In addition, we compare the DBCLAs through their common features and variations in citation and conceptual dependencies. We identify various application areas of DBCLAs in domains such as astronomy, earth sciences, molecular biology, geography, multimedia. Our survey also identifies probable future directions of DBCLAs where involvement of density based methods may lead to favorable results. |
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| AbstractList | Density based clustering algorithms (DBCLAs) rely on the notion of density to identify clusters of arbitrary shapes, sizes with varying densities. Existing surveys on DBCLAs cover only a selected set of algorithms. These surveys fail to provide an extensive information about a variety of DBCLAs proposed till date including a taxonomy of the algorithms. In this paper we present a comprehensive survey of various DBCLAs over last two decades along with their classification. We group the DBCLAs in each of the four categories:
density definition, parameter sensitivity, execution mode and nature of data
and further divide them into various classes under each of these categories. In addition, we compare the DBCLAs through their common features and variations in citation and conceptual dependencies. We identify various application areas of DBCLAs in domains such as astronomy, earth sciences, molecular biology, geography, multimedia. Our survey also identifies probable future directions of DBCLAs where involvement of density based methods may lead to favorable results. Density based clustering algorithms (DBCLAs) rely on the notion of density to identify clusters of arbitrary shapes, sizes with varying densities. Existing surveys on DBCLAs cover only a selected set of algorithms. These surveys fail to provide an extensive information about a variety of DBCLAs proposed till date including a taxonomy of the algorithms. In this paper we present a comprehensive survey of various DBCLAs over last two decades along with their classification. We group the DBCLAs in each of the four categories: density definition, parameter sensitivity, execution mode and nature of data and further divide them into various classes under each of these categories. In addition, we compare the DBCLAs through their common features and variations in citation and conceptual dependencies. We identify various application areas of DBCLAs in domains such as astronomy, earth sciences, molecular biology, geography, multimedia. Our survey also identifies probable future directions of DBCLAs where involvement of density based methods may lead to favorable results. |
| ArticleNumber | 151308 |
| Author | MITRA, Pinaki BHATTACHARJEE, Panthadeep |
| Author_xml | – sequence: 1 givenname: Panthadeep surname: BHATTACHARJEE fullname: BHATTACHARJEE, Panthadeep email: panthadeep@iitg.ac.in organization: Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati 781039, India – sequence: 2 givenname: Pinaki surname: MITRA fullname: MITRA, Pinaki email: pinaki@iitg.ac.in organization: Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati 781039, India |
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| Cites_doi | 10.1145/276305.276314 10.1145/369133.369228 10.1007/978-3-642-37456-2_14 10.1109/TKDE.2002.1033770 10.1145/1823854.1823897 10.1007/978-3-319-14142-8_8 10.1007/978-3-642-41671-2_98 10.1109/TIP.2016.2559803 10.3390/ijgi5050072 10.1007/3-540-56869-7_22 10.1145/1081870.1081955 10.1109/TKDE.2011.200 10.1109/TPAMI.2007.250608 10.1145/276305.276312 10.1137/1.9781611972733.5 10.1029/JB089iB07p05835 10.1186/1471-2105-4-2 10.1109/CISDA.2009.5356528 10.1086/117459 10.1145/331499.331504 10.1137/1114019 10.1086/176166 10.1145/3035918.3064050 10.1128/JB.185.21.6392-6399.2003 10.1089/big.2014.0068 10.1109/TNN.2005.845141 10.1145/3110025.3110096 10.1086/589937 10.1007/3-540-45571-X_20 10.1093/bioinformatics/17.10.977 10.1109/2.781637 10.1016/j.datak.2006.01.013 10.1016/0263-7855(86)80086-8 10.1162/089976600300014980 10.1145/1645953.1646038 10.1023/A:1009745219419 10.1109/ICPADS.2011.83 10.1145/1281192.1281210 10.1086/174154 10.1587/transinf.E97.D.1947 10.1145/2939672.2939779 10.1109/TKDE.2004.1269669 10.1201/b15410 10.1145/3006299.3006332 10.1145/235968.233324 10.1109/HSI.2013.6577851 10.1109/T-C.1973.223640 10.1145/304181.304187 10.5120/739-1038 10.1023/A:1009783824328 10.1007/11785231_73 |
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| Keywords | survey clustering common properties density based clustering classification applications |
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| References | Loh, Park, Jeong, Park, Hsu, Park (CR25) 2014 Zhang, Ramakrishnan, Livny (CR56) 1996; 25 Thiagarasu, Prabahari (CR22) 2014; 3 CR39 Chaudhary, Chauhan, Batra (CR18) 2014; 5 CR38 CR37 CR36 CR35 Kowalski, Rubin, Aldering, Agostinho, Amadon, Amanullah, Balland, Barbary, Blanc, Challis (CR78) 2008; 686 CR79 Zheng, Xie, Ma (CR57) 2010; 33 Hou, Gao, Li (CR42) 2016; 25 CR32 CR76 CR31 CR72 Pavan, Pelillo (CR43) 2006; 29 Loh, Moon, Park (CR28) 2014; 97 Raymond, Han (CR8) 2002; 14 CR2 CR4 CR6 Xu, Jäger, Kriegel, Guo, Grossman (CR26) 1999 Epanechnikov (CR64) 1969; 14 Yu, Zhao, Wang, Wang, Zhang (CR41) 2015; 11 Sander, Ester, Kriegel, Xu (CR30) 1998; 2 CR49 Baudat, Anouar (CR63) 2000; 12 CR47 CR46 CR45 Angelier (CR77) 1984; 89 CR44 Weir, Fayyad, Djorgovski (CR71) 1995; 109 CR40 Allen, Herrgård, Liu, Qiu, Glasner, Blattner, Palsson (CR75) 2003; 185 Hendler (CR74) 2014; 2 Parimala, Lopez, Senthilkumar (CR13) 2011; 31 Ankerst, Breunig, Kriegel, Sander (CR14) 1999; 28 Nagpal, Mann (CR20) 2011; 27 Balakrishnama, Ganapathiraju (CR62) 1998; 18 Ram, Jalal, Jalal, Kumar (CR15) 2010; 3 CR19 Zhang, Ramakrishnan, Livny (CR48) 1997; 1 Jarvis, Patrick (CR33) 1973; 100 CR17 Becker, White, Helfand (CR69) 1995; 450 Du, Dong, Huang, Ren (CR73) 2016; 5 Keogh, Mueen (CR7) 2017 CR12 CR11 CR55 CR10 CR54 CR53 CR52 CR51 Connolly (CR68) 1986; 4 Karypis, Han, Kumar (CR5) 1999; 32 Zepka, Cordes, Wasserman (CR70) 1994; 427 Guha, Rastogi, Shim (CR65) 1998; 27 Yuan, Zheng, Xie, Sun (CR58) 2011; 25 Bader, Hogue (CR67) 2003; 4 Hartigan, Wong (CR9) 1979; 28 Rajavat, Dubey (CR23) 2016; 4 Yeung, Fraley, Murua, Raftery, Ruzzo (CR59) 2001; 17 Xu, Wunsch (CR3) 2005; 16 CR29 CR27 CR24 Januzaj, Kriegel, Pfeifle (CR34) 2004; 2004 CR66 CR21 CR61 CR60 Birant, Kut (CR16) 2007; 60 Jain, Murty, Flynn (CR1) 1999; 31 Aggarwal (CR50) 2004; 16 M Pavan (9059_CR43) 2006; 29 R H Becker (9059_CR69) 1995; 450 J Angelier (9059_CR77) 1984; 89 S Balakrishnama (9059_CR62) 1998; 18 S Guha (9059_CR65) 1998; 27 T N Raymond (9059_CR8) 2002; 14 G Baudat (9059_CR63) 2000; 12 9059_CR29 9059_CR27 9059_CR24 9059_CR21 9059_CR66 J Hou (9059_CR42) 2016; 25 9059_CR61 9059_CR60 Y Yu (9059_CR41) 2015; 11 A Rajavat (9059_CR23) 2016; 4 A F Zepka (9059_CR70) 1994; 427 P B Nagpal (9059_CR20) 2011; 27 X Xu (9059_CR26) 1999 V A Epanechnikov (9059_CR64) 1969; 14 T Zhang (9059_CR48) 1997; 1 W K Loh (9059_CR28) 2014; 97 J A Hartigan (9059_CR9) 1979; 28 9059_CR19 9059_CR17 M Ankerst (9059_CR14) 1999; 28 Q Du (9059_CR73) 2016; 5 9059_CR12 A Ram (9059_CR15) 2010; 3 9059_CR10 C C Aggarwal (9059_CR50) 2004; 16 9059_CR54 9059_CR11 9059_CR55 S Chaudhary (9059_CR18) 2014; 5 9059_CR52 9059_CR53 R A Jarvis (9059_CR33) 1973; 100 9059_CR51 E Keogh (9059_CR7) 2017 A K Jain (9059_CR1) 1999; 31 V Thiagarasu (9059_CR22) 2014; 3 T E Allen (9059_CR75) 2003; 185 G Karypis (9059_CR5) 1999; 32 9059_CR49 9059_CR47 9059_CR45 9059_CR46 9059_CR44 9059_CR2 9059_CR40 R Xu (9059_CR3) 2005; 16 K Y Yeung (9059_CR59) 2001; 17 M Parimala (9059_CR13) 2011; 31 D Birant (9059_CR16) 2007; 60 J Hendler (9059_CR74) 2014; 2 9059_CR38 9059_CR39 9059_CR36 Y Zheng (9059_CR57) 2010; 33 G D Bader (9059_CR67) 2003; 4 9059_CR37 W K Loh (9059_CR25) 2014 9059_CR35 9059_CR79 9059_CR32 9059_CR76 9059_CR6 M Kowalski (9059_CR78) 2008; 686 9059_CR4 9059_CR31 E Januzaj (9059_CR34) 2004; 2004 9059_CR72 J Sander (9059_CR30) 1998; 2 M L Connolly (9059_CR68) 1986; 4 T Zhang (9059_CR56) 1996; 25 J Yuan (9059_CR58) 2011; 25 N Weir (9059_CR71) 1995; 109 |
| References_xml | – ident: CR45 – volume: 1 start-page: 141 issue: 2 year: 1997 end-page: 182 ident: CR48 article-title: BIRCH: a new data clustering algorithm and its applications publication-title: Data Mining and Knowledge Discovery – volume: 16 start-page: 448 issue: 4 year: 2004 end-page: 460 ident: CR50 article-title: A human-computer interactive method for projected clustering publication-title: IEEE Transactions on Knowledge and Data Engineering – ident: CR49 – volume: 27 start-page: 73 issue: 2 year: 1998 end-page: 84 ident: CR65 article-title: CURE: an efficient clustering algorithm for large databases publication-title: ACM Sigmod Record – ident: CR4 – ident: CR39 – ident: CR51 – ident: CR12 – volume: 17 start-page: 977 issue: 10 year: 2001 end-page: 987 ident: CR59 article-title: Model-based clustering and data transformations for gene expression data publication-title: Bioinformatics – volume: 185 start-page: 6392 issue: 21 year: 2003 end-page: 6399 ident: CR75 article-title: Genome-scale analysis of the uses of the escherichia coli genome: model-driven analysis of heterogeneous data sets publication-title: Journal of Bacteriology – volume: 29 start-page: 167 issue: 1 year: 2006 end-page: 172 ident: CR43 article-title: Dominant sets and pairwise clustering publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence – start-page: 263 year: 1999 end-page: 290 ident: CR26 article-title: A fast parallel clustering algorithm for large spatial databases publication-title: High Performance Data Mining – ident: CR35 – volume: 3 start-page: 132 issue: 11 year: 2014 end-page: 136 ident: CR22 article-title: A comparative analysis of density based clustering techniques for outlier mining publication-title: International Journal of Engineering Sciences and Research Technology – ident: CR29 – ident: CR54 – ident: CR61 – volume: 60 start-page: 208 issue: 1 year: 2007 end-page: 221 ident: CR16 article-title: ST-DBSCAN: an algorithm for clustering spatial-temporal data publication-title: Data & Knowledge Engineering – start-page: 314 year: 2017 end-page: 315 ident: CR7 article-title: Encyclopedia of Machine Learning and Data Mining publication-title: Curse of Dimensionality – ident: CR21 – ident: CR46 – ident: CR19 – volume: 11 start-page: 379 issue: 6 year: 2015 end-page: 391 ident: CR41 article-title: Cludoop: an efficient distributed density-based clustering for big data using hadoop publication-title: International Journal of Distributed Sensor Networks – volume: 5 start-page: 169 issue: 2 year: 2014 end-page: 171 ident: CR18 article-title: A survey of density based clustering algorithms publication-title: International Journal of Computer Science and Technology – volume: 18 start-page: 1 year: 1998 end-page: 8 ident: CR62 article-title: Linear discriminant analysis-a brief tutorial publication-title: Institute for Signal and Information Processing – volume: 686 start-page: 749 issue: 2 year: 2008 ident: CR78 article-title: Improved cosmological constraints from new, old, and combined supernova data sets publication-title: The Astrophysical Journal – ident: CR11 – volume: 16 start-page: 645 issue: 3 year: 2005 end-page: 678 ident: CR3 article-title: Survey of clustering algorithms publication-title: IEEE Transactions on Neural Networks – volume: 28 start-page: 49 year: 1999 end-page: 60 ident: CR14 article-title: Optics: ordering points to identify the clustering structure publication-title: ACM Sigmod Record – ident: CR32 – ident: CR60 – ident: CR36 – volume: 27 start-page: 421 issue: 11 year: 2011 end-page: 435 ident: CR20 article-title: Comparative study of density based clustering algorithms publication-title: International Journal of Computer Applications – volume: 32 start-page: 68 issue: 8 year: 1999 end-page: 75 ident: CR5 article-title: Chameleon: hierarchical clustering using dynamic modeling publication-title: Computer – volume: 2004 start-page: 529 year: 2004 end-page: 530 ident: CR34 article-title: DBDC: density based distributed clustering publication-title: Advances in Database Technology-EDBT – volume: 25 start-page: 103 issue: 2 year: 1996 end-page: 114 ident: CR56 article-title: BIRCH: an efficient data clustering method for very large databases publication-title: ACM Sigmod Record – volume: 31 start-page: 264 issue: 3 year: 1999 end-page: 323 ident: CR1 article-title: Data clustering: a review publication-title: ACM Computing Surveys – ident: CR66 – ident: CR47 – ident: CR72 – volume: 97 start-page: 1947 issue: 7 year: 2014 end-page: 1951 ident: CR28 article-title: Erratum: fast density-based clustering using graphics processing units publication-title: IEICE TRANSACTIONS on Information and Systems – ident: CR2 – ident: CR37 – ident: CR53 – ident: CR10 – volume: 89 start-page: 5835 issue: B7 year: 1984 end-page: 5848 ident: CR77 article-title: Tectonic analysis of fault slip data sets publication-title: Journal of Geophysical Research: Solid Earth – start-page: 775 year: 2014 end-page: 780 ident: CR25 article-title: A survey on density-based clustering algorithms publication-title: Ubiquitous Information Technologies and Applications – volume: 100 start-page: 1025 issue: 11 year: 1973 end-page: 1034 ident: CR33 article-title: Clustering using a similarity measure based on shared near neighbors publication-title: IEEE Transactions on Computers – ident: CR6 – volume: 450 start-page: 559 year: 1995 ident: CR69 article-title: The first survey: faint images of the radio sky at twenty centimeters publication-title: The Astrophysical Journal – ident: CR79 – volume: 4 start-page: 34 issue: 12 year: 2016 end-page: 37 ident: CR23 article-title: Comparative study between density based clustering — DBSCAN and OPTICS publication-title: International Journal of Advance Computational Engineering and Networking – ident: CR40 – volume: 4 start-page: 3 issue: 1 year: 1986 end-page: 6 ident: CR68 article-title: Measurement of protein surface shape by solid angles publication-title: Journal of Molecular Graphics – ident: CR27 – volume: 427 start-page: 438 year: 1994 end-page: 445 ident: CR70 article-title: Signal detection amid noise with known statistics publication-title: The Astrophysical Journal – volume: 28 start-page: 100 issue: 1 year: 1979 end-page: 108 ident: CR9 article-title: Algorithm as 136: a k-means clustering algorithm publication-title: Journal of the Royal Statistical Society. Series C (Applied Statistics) – volume: 25 start-page: 3182 issue: 7 year: 2016 end-page: 3193 ident: CR42 article-title: DSets-DBSCAN: a parameter-free clustering algorithm publication-title: IEEE Transactions on Image Processing – ident: CR44 – volume: 12 start-page: 2385 issue: 10 year: 2000 end-page: 2404 ident: CR63 article-title: Generalized discriminant analysis using a kernel approach publication-title: Neural Computation – volume: 3 start-page: 1 issue: 6 year: 2010 end-page: 4 ident: CR15 article-title: A density based algorithm for discovering density varied clusters in large spatial databases publication-title: International Journal of Computer Applications – volume: 109 start-page: 2401 year: 1995 ident: CR71 article-title: Automated star/galaxy classification for digitized POSS-II publication-title: The Astronomical Journal – volume: 2 start-page: 169 issue: 2 year: 1998 end-page: 194 ident: CR30 article-title: Density-based clustering in spatial databases: the algorithm GDBSCAN and its applications publication-title: Data Mining and Knowledge Discovery – ident: CR38 – volume: 2 start-page: 205 issue: 4 year: 2014 end-page: 215 ident: CR74 article-title: Data integration for heterogenous datasets publication-title: Big Data – ident: CR52 – ident: CR17 – volume: 33 start-page: 32 issue: 2 year: 2010 end-page: 39 ident: CR57 article-title: Geolife: a collaborative social networking service among user, location and trajectory publication-title: IEEE Data Engineering Bulletin – ident: CR31 – volume: 5 start-page: 72 issue: 5 year: 2016 ident: CR73 article-title: Density-based clustering withgeographical background constraints using a semantic expression model publication-title: ISPRS International Journal of Geo-Information – volume: 25 start-page: 220 issue: 1 year: 2011 end-page: 232 ident: CR58 article-title: T-drive: enhancing driving directions with taxi drivers’ intelligence publication-title: IEEE Transactions on Knowledge and Data Engineering – volume: 31 start-page: 59 issue: 1 year: 2011 end-page: 66 ident: CR13 article-title: A survey on density based clustering algorithms for mining large spatial databases publication-title: International Journal of Advanced Science and Technology – ident: CR55 – ident: CR76 – volume: 4 start-page: 2 issue: 1 year: 2003 ident: CR67 article-title: An automated method for finding molecular complexes in large protein interaction networks publication-title: BMC Bioinformatics – volume: 14 start-page: 1003 issue: 5 year: 2002 end-page: 1016 ident: CR8 article-title: Clarans: a method for clustering objects for spatial data mining publication-title: IEEE Transactions on Knowledge and Data Engineering – ident: CR24 – volume: 14 start-page: 153 issue: 1 year: 1969 end-page: 158 ident: CR64 article-title: Non-parametric estimation of a multivariate probability density publication-title: Theory of Probability & Its Applications – ident: 9059_CR12 doi: 10.1145/276305.276314 – ident: 9059_CR76 doi: 10.1145/369133.369228 – ident: 9059_CR40 doi: 10.1007/978-3-642-37456-2_14 – volume: 14 start-page: 1003 issue: 5 year: 2002 ident: 9059_CR8 publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/TKDE.2002.1033770 – ident: 9059_CR19 – ident: 9059_CR35 – ident: 9059_CR37 doi: 10.1145/1823854.1823897 – ident: 9059_CR31 – ident: 9059_CR52 doi: 10.1007/978-3-319-14142-8_8 – ident: 9059_CR38 – start-page: 775 volume-title: Ubiquitous Information Technologies and Applications year: 2014 ident: 9059_CR25 doi: 10.1007/978-3-642-41671-2_98 – volume: 25 start-page: 3182 issue: 7 year: 2016 ident: 9059_CR42 publication-title: IEEE Transactions on Image Processing doi: 10.1109/TIP.2016.2559803 – volume: 5 start-page: 72 issue: 5 year: 2016 ident: 9059_CR73 publication-title: ISPRS International Journal of Geo-Information doi: 10.3390/ijgi5050072 – ident: 9059_CR55 doi: 10.1007/3-540-56869-7_22 – ident: 9059_CR45 – ident: 9059_CR54 doi: 10.1145/1081870.1081955 – volume: 25 start-page: 220 issue: 1 year: 2011 ident: 9059_CR58 publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/TKDE.2011.200 – volume: 29 start-page: 167 issue: 1 year: 2006 ident: 9059_CR43 publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence doi: 10.1109/TPAMI.2007.250608 – ident: 9059_CR60 – volume: 27 start-page: 73 issue: 2 year: 1998 ident: 9059_CR65 publication-title: ACM Sigmod Record doi: 10.1145/276305.276312 – ident: 9059_CR53 doi: 10.1145/1081870.1081955 – ident: 9059_CR4 doi: 10.1137/1.9781611972733.5 – volume: 2004 start-page: 529 year: 2004 ident: 9059_CR34 publication-title: Advances in Database Technology-EDBT – start-page: 314 volume-title: Curse of Dimensionality year: 2017 ident: 9059_CR7 – ident: 9059_CR47 – ident: 9059_CR72 – volume: 89 start-page: 5835 issue: B7 year: 1984 ident: 9059_CR77 publication-title: Journal of Geophysical Research: Solid Earth doi: 10.1029/JB089iB07p05835 – volume: 4 start-page: 2 issue: 1 year: 2003 ident: 9059_CR67 publication-title: BMC Bioinformatics doi: 10.1186/1471-2105-4-2 – ident: 9059_CR66 doi: 10.1109/CISDA.2009.5356528 – volume: 109 start-page: 2401 year: 1995 ident: 9059_CR71 publication-title: The Astronomical Journal doi: 10.1086/117459 – volume: 11 start-page: 379 issue: 6 year: 2015 ident: 9059_CR41 publication-title: International Journal of Distributed Sensor Networks – volume: 31 start-page: 264 issue: 3 year: 1999 ident: 9059_CR1 publication-title: ACM Computing Surveys doi: 10.1145/331499.331504 – ident: 9059_CR61 – volume: 14 start-page: 153 issue: 1 year: 1969 ident: 9059_CR64 publication-title: Theory of Probability & Its Applications doi: 10.1137/1114019 – volume: 3 start-page: 132 issue: 11 year: 2014 ident: 9059_CR22 publication-title: International Journal of Engineering Sciences and Research Technology – volume: 450 start-page: 559 year: 1995 ident: 9059_CR69 publication-title: The Astrophysical Journal doi: 10.1086/176166 – ident: 9059_CR44 doi: 10.1145/3035918.3064050 – volume: 185 start-page: 6392 issue: 21 year: 2003 ident: 9059_CR75 publication-title: Journal of Bacteriology doi: 10.1128/JB.185.21.6392-6399.2003 – volume: 2 start-page: 205 issue: 4 year: 2014 ident: 9059_CR74 publication-title: Big Data doi: 10.1089/big.2014.0068 – ident: 9059_CR6 – volume: 16 start-page: 645 issue: 3 year: 2005 ident: 9059_CR3 publication-title: IEEE Transactions on Neural Networks doi: 10.1109/TNN.2005.845141 – ident: 9059_CR79 doi: 10.1145/3110025.3110096 – volume: 686 start-page: 749 issue: 2 year: 2008 ident: 9059_CR78 publication-title: The Astrophysical Journal doi: 10.1086/589937 – ident: 9059_CR32 doi: 10.1007/3-540-45571-X_20 – volume: 17 start-page: 977 issue: 10 year: 2001 ident: 9059_CR59 publication-title: Bioinformatics doi: 10.1093/bioinformatics/17.10.977 – volume: 32 start-page: 68 issue: 8 year: 1999 ident: 9059_CR5 publication-title: Computer doi: 10.1109/2.781637 – ident: 9059_CR17 – ident: 9059_CR10 – volume: 60 start-page: 208 issue: 1 year: 2007 ident: 9059_CR16 publication-title: Data & Knowledge Engineering doi: 10.1016/j.datak.2006.01.013 – volume: 4 start-page: 3 issue: 1 year: 1986 ident: 9059_CR68 publication-title: Journal of Molecular Graphics doi: 10.1016/0263-7855(86)80086-8 – volume: 12 start-page: 2385 issue: 10 year: 2000 ident: 9059_CR63 publication-title: Neural Computation doi: 10.1162/089976600300014980 – ident: 9059_CR27 doi: 10.1145/1645953.1646038 – volume: 2 start-page: 169 issue: 2 year: 1998 ident: 9059_CR30 publication-title: Data Mining and Knowledge Discovery doi: 10.1023/A:1009745219419 – ident: 9059_CR39 doi: 10.1109/ICPADS.2011.83 – volume: 31 start-page: 59 issue: 1 year: 2011 ident: 9059_CR13 publication-title: International Journal of Advanced Science and Technology – ident: 9059_CR51 doi: 10.1145/1281192.1281210 – volume: 427 start-page: 438 year: 1994 ident: 9059_CR70 publication-title: The Astrophysical Journal doi: 10.1086/174154 – volume: 4 start-page: 34 issue: 12 year: 2016 ident: 9059_CR23 publication-title: International Journal of Advance Computational Engineering and Networking – start-page: 263 volume-title: High Performance Data Mining year: 1999 ident: 9059_CR26 – volume: 97 start-page: 1947 issue: 7 year: 2014 ident: 9059_CR28 publication-title: IEICE TRANSACTIONS on Information and Systems doi: 10.1587/transinf.E97.D.1947 – ident: 9059_CR29 doi: 10.1145/2939672.2939779 – volume: 16 start-page: 448 issue: 4 year: 2004 ident: 9059_CR50 publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/TKDE.2004.1269669 – ident: 9059_CR11 doi: 10.1201/b15410 – volume: 18 start-page: 1 year: 1998 ident: 9059_CR62 publication-title: Institute for Signal and Information Processing – ident: 9059_CR2 doi: 10.1145/3006299.3006332 – volume: 25 start-page: 103 issue: 2 year: 1996 ident: 9059_CR56 publication-title: ACM Sigmod Record doi: 10.1145/235968.233324 – ident: 9059_CR49 – ident: 9059_CR24 doi: 10.1109/HSI.2013.6577851 – volume: 100 start-page: 1025 issue: 11 year: 1973 ident: 9059_CR33 publication-title: IEEE Transactions on Computers doi: 10.1109/T-C.1973.223640 – volume: 28 start-page: 49 year: 1999 ident: 9059_CR14 publication-title: ACM Sigmod Record doi: 10.1145/304181.304187 – volume: 3 start-page: 1 issue: 6 year: 2010 ident: 9059_CR15 publication-title: International Journal of Computer Applications doi: 10.5120/739-1038 – volume: 5 start-page: 169 issue: 2 year: 2014 ident: 9059_CR18 publication-title: International Journal of Computer Science and Technology – volume: 27 start-page: 421 issue: 11 year: 2011 ident: 9059_CR20 publication-title: International Journal of Computer Applications – volume: 1 start-page: 141 issue: 2 year: 1997 ident: 9059_CR48 publication-title: Data Mining and Knowledge Discovery doi: 10.1023/A:1009783824328 – ident: 9059_CR21 – volume: 33 start-page: 32 issue: 2 year: 2010 ident: 9059_CR57 publication-title: IEEE Data Engineering Bulletin – ident: 9059_CR46 – ident: 9059_CR36 doi: 10.1007/11785231_73 – volume: 28 start-page: 100 issue: 1 year: 1979 ident: 9059_CR9 publication-title: Journal of the Royal Statistical Society. 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| SubjectTerms | Algorithms applications Astronomy classification Clustering common properties Computer Science Density density based clustering Earth sciences Molecular biology Multimedia Parameter sensitivity Review Article survey Taxonomy |
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