메뉴 건너뛰기




Volumn , Issue , 2007, Pages 320-329

Constraint-driven clustering

Author keywords

Clustering; Constraints; NP hardness

Indexed keywords

CONSTRAINT-DRIVEN CLUSTERING (CDC); DATA-DRIVEN METHODS; ENERGY AWARE SENSOR NETWORKS; PRIVACY PRESERVATION;

EID: 36849047834     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1281192.1281229     Document Type: Conference Paper
Times cited : (31)

References (35)
  • 2
    • 29844432932 scopus 로고    scopus 로고
    • A condensation approach to privacy preserving data mining
    • C. C. Aggarwal and P. S. Yu. A condensation approach to privacy preserving data mining. In EDBT, 2004.
    • (2004) EDBT
    • Aggarwal, C.C.1    Yu, P.S.2
  • 4
  • 5
    • 0041472588 scopus 로고    scopus 로고
    • An energy-efficient hierarchical clustering algorithm for wireless sensor networks
    • S. Bandyopadhyay and E. J. Coyle. An energy-efficient hierarchical clustering algorithm for wireless sensor networks. In INFOCOM, 2003.
    • (2003) INFOCOM
    • Bandyopadhyay, S.1    Coyle, E.J.2
  • 6
    • 4644337329 scopus 로고    scopus 로고
    • On scaling up balanced clustering algorithms
    • A. Banerjee and J. Ghosh. On scaling up balanced clustering algorithms. In ICDM, 2002.
    • (2002) ICDM
    • Banerjee, A.1    Ghosh, J.2
  • 7
    • 33749035690 scopus 로고    scopus 로고
    • Scalable clustering algorithms with balancing constraints
    • A. Banerjee and J. Ghosh. Scalable clustering algorithms with balancing constraints. Data Mining Knowledge Discovery, 13(3), 2006.
    • (2006) Data Mining Knowledge Discovery , vol.13 , Issue.3
    • Banerjee, A.1    Ghosh, J.2
  • 8
    • 0035009259 scopus 로고    scopus 로고
    • A clustering scheme for hierarchical control in multi-hop wireless networks
    • S. Banerjee and S. Khuller. A clustering scheme for hierarchical control in multi-hop wireless networks. In INFOCOM, 2001.
    • (2001) INFOCOM
    • Banerjee, S.1    Khuller, S.2
  • 9
    • 0005943240 scopus 로고    scopus 로고
    • Constrained k-means clustering
    • Technical report, MSR-TR-2000-65, Microsoft Research
    • P. Bradley, K. P. Bennett, and A. Demiriz. Constrained k-means clustering. Technical report, MSR-TR-2000-65, Microsoft Research, 2000.
    • (2000)
    • Bradley, P.1    Bennett, K.P.2    Demiriz, A.3
  • 10
    • 0042975000 scopus 로고    scopus 로고
    • Localized minimum-energy broadcasting in ad-hoc networks
    • J. Cartigny, D. Simplot, and I. Stojmenovic. Localized minimum-energy broadcasting in ad-hoc networks. In INFOCOM, 2003.
    • (2003) INFOCOM
    • Cartigny, J.1    Simplot, D.2    Stojmenovic, I.3
  • 11
    • 84880095768 scopus 로고    scopus 로고
    • I. Davidson and S. S. Ravi. Clustering with constraints: Feasibility issues and the k-means algorithm. In SDM, 2005.
    • I. Davidson and S. S. Ravi. Clustering with constraints: Feasibility issues and the k-means algorithm. In SDM, 2005.
  • 12
    • 80051997820 scopus 로고    scopus 로고
    • Identifying and generating easy sets of constraints for clustering
    • I. Davidson and S. S. Ravi. Identifying and generating easy sets of constraints for clustering. In AAAI, 2006.
    • (2006) AAAI
    • Davidson, I.1    Ravi, S.S.2
  • 15
    • 0001780321 scopus 로고
    • Planar 3dm is np-complete
    • M. E. Dyer and A. M. Frieze. Planar 3dm is np-complete. J. Algorithms, 7(2), 1986.
    • (1986) J. Algorithms , vol.7 , Issue.2
    • Dyer, M.E.1    Frieze, A.M.2
  • 16
    • 12244309777 scopus 로고    scopus 로고
    • M. Ester, R. Ge, W. Jin, and Z. Hu. A microeconomic data mining problem: customer-oriented catalog segmentation. In KDD, 2004.
    • M. Ester, R. Ge, W. Jin, and Z. Hu. A microeconomic data mining problem: customer-oriented catalog segmentation. In KDD, 2004.
  • 17
    • 45149124689 scopus 로고    scopus 로고
    • A disc-based approach to data summarization and privacy preservation
    • R. Ge, M. Ester, W. Jin, and Z. Hu. A disc-based approach to data summarization and privacy preservation. In SSDBM, 2006.
    • (2006) SSDBM
    • Ge, R.1    Ester, M.2    Jin, W.3    Hu, Z.4
  • 18
    • 0242513481 scopus 로고    scopus 로고
    • Optimal energy aware clustering in sensor network
    • S. Ghiasi, A. Srivastava, X. Yang, and M. Sarrafzadeh. Optimal energy aware clustering in sensor network. Sensor, 2(7), 2002.
    • (2002) Sensor , vol.2 , Issue.7
    • Ghiasi, S.1    Srivastava, A.2    Yang, X.3    Sarrafzadeh, M.4
  • 19
    • 36849045870 scopus 로고    scopus 로고
    • Clustering and visualization of retail market baskets
    • N. R. Pal and L. Jain, editors, Springer
    • J. Ghosh and A. Strehl. Clustering and visualization of retail market baskets. In N. R. Pal and L. Jain, editors, Knowledge Discovery in Advanced Information Systems. Springer, 2002.
    • (2002) Knowledge Discovery in Advanced Information Systems
    • Ghosh, J.1    Strehl, A.2
  • 21
    • 2942587224 scopus 로고    scopus 로고
    • Joint optimization of customer segmentation and marketing policy to maximize long-term profitability
    • N. P. Jedid-Jah Jonkera and D. V. den Poel. Joint optimization of customer segmentation and marketing policy to maximize long-term profitability. Expert Systems with Applications, 27(2), 2004.
    • (2004) Expert Systems with Applications , vol.27 , Issue.2
    • Jedid-Jah Jonkera, N.P.1    den Poel, D.V.2
  • 22
    • 36849072037 scopus 로고    scopus 로고
    • On robust and effective k-anonymity in large databases
    • W. Jin, R. Ge, and W. Qian. On robust and effective k-anonymity in large databases. In PAKDD, 2006.
    • (2006) PAKDD
    • Jin, W.1    Ge, R.2    Qian, W.3
  • 23
    • 0042433239 scopus 로고    scopus 로고
    • Power control and clustering in ad hoc networks
    • V. Kawadia and P. R. Kumar. Power control and clustering in ad hoc networks. In INFOCOM, 2003.
    • (2003) INFOCOM
    • Kawadia, V.1    Kumar, P.R.2
  • 25
    • 77952340409 scopus 로고    scopus 로고
    • Efficient clustering algorithms for self-organizing wireless sensor networks
    • R. Krishnan and D. Starobinski. Efficient clustering algorithms for self-organizing wireless sensor networks. Journal of Ad-Hoc Networks, 2005.
    • (2005) Journal of Ad-Hoc Networks
    • Krishnan, R.1    Starobinski, D.2
  • 26
    • 3142691086 scopus 로고    scopus 로고
    • On the complexity of optimal k-anonymity
    • A. Meyerson and R. Williams. On the complexity of optimal k-anonymity. In PODS, 2004.
    • (2004) PODS
    • Meyerson, A.1    Williams, R.2
  • 28
    • 0031632776 scopus 로고    scopus 로고
    • Generalizing data to provide anonymity when disclosing information (abstract)
    • P. Samarati and L. Sweeney. Generalizing data to provide anonymity when disclosing information (abstract). In PODS, 1998.
    • (1998) PODS
    • Samarati, P.1    Sweeney, L.2
  • 29
    • 0001191328 scopus 로고    scopus 로고
    • A scalable approach to balanced, high-dimensional clustering of market-baskets
    • A. Strehl and J. Ghosh. A scalable approach to balanced, high-dimensional clustering of market-baskets. In HiPC 2000, 2000.
    • (2000) HiPC 2000
    • Strehl, A.1    Ghosh, J.2
  • 30
    • 0036811662 scopus 로고    scopus 로고
    • k-anonymity: A model for protecting privacy
    • L. Sweeney, k-anonymity: A model for protecting privacy. In IJUFKS, 2002.
    • (2002) IJUFKS
    • Sweeney, L.1
  • 32
    • 0001898293 scopus 로고    scopus 로고
    • Clustering with instance-level constraints
    • K. Wagstaff and C. Cardie. Clustering with instance-level constraints. In ICML, 2000.
    • (2000) ICML
    • Wagstaff, K.1    Cardie, C.2
  • 33
    • 0004291031 scopus 로고
    • Drawing planar graphs
    • Technical report, Report No. STAN-CS-82-943, Computer Science Department, Stanford University
    • D. R. Woods. Drawing planar graphs. Technical report, Report No. STAN-CS-82-943, Computer Science Department, Stanford University, 1981.
    • (1981)
    • Woods, D.R.1
  • 34
    • 0030157145 scopus 로고    scopus 로고
    • BIRCH: An efficient data clustering method for very large databases
    • T. Zhang, R. Ramakrishnan, and M. Livny. BIRCH: an efficient data clustering method for very large databases. In SIGMOD, 1996.
    • (1996) SIGMOD
    • Zhang, T.1    Ramakrishnan, R.2    Livny, M.3
  • 35
    • 36849093563 scopus 로고    scopus 로고
    • S. Zhong and J. Ghosh. Scalable, balanced model-based clustering. In SDM, 2003.
    • S. Zhong and J. Ghosh. Scalable, balanced model-based clustering. In SDM, 2003.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.