-
1
-
-
84943162558
-
The Role of Domain Knowledge in a Large Scale Data Mining Projects
-
SETN'02: Proc. of the Methods and Applications of Artificial Intelligence, Second Hellenic Conf. on AI. of, Springer
-
Kopanas, I., Avouris, N.M., Daskalaki, S.: The Role of Domain Knowledge in a Large Scale Data Mining Projects. In: SETN'02: Proc. of the Methods and Applications of Artificial Intelligence, Second Hellenic Conf. on AI. Volume 2308 of LNCS, Springer. (2002)
-
(2002)
LNCS
, vol.2308
-
-
Kopanas, I.1
Avouris, N.M.2
Daskalaki, S.3
-
2
-
-
0042377235
-
Constrained K-means Clustering with Background Knowledge
-
Wagstaff, K., Cardie, C., Rogers, S., Schroedl, S.: Constrained K-means Clustering with Background Knowledge. In: ICML'01: Proc. of 18th Int. Conf. on Machine Learning. (2001) 577-584
-
(2001)
ICML'01: Proc. of 18th Int. Conf. on Machine Learning
, pp. 577-584
-
-
Wagstaff, K.1
Cardie, C.2
Rogers, S.3
Schroedl, S.4
-
4
-
-
0005943240
-
Constrained K-Means Clustering
-
Technical report, Microsoft Research () MSR-TR-2000-65
-
Bennett, K., Bradley, P., Demiriz, A.: Constrained K-Means Clustering. Technical report, Microsoft Research (2000) MSR-TR-2000-65.
-
(2000)
-
-
Bennett, K.1
Bradley, P.2
Demiriz, A.3
-
6
-
-
0000550189
-
A Density-Based Algortihm for Discovering Clusters in Large Spatial Database with Noise
-
Ester, M., Kriegel, H.P., Sander, J., Xu, X.: A Density-Based Algortihm for Discovering Clusters in Large Spatial Database with Noise. In: KDD'96: Proc. of 2nd Int. Conf. on Knowledge Discovery in Databases and Data Mining. (1996)
-
(1996)
KDD'96: Proc. of 2nd Int. Conf. on Knowledge Discovery in Databases and Data Mining
-
-
Ester, M.1
Kriegel, H.P.2
Sander, J.3
Xu, X.4
-
9
-
-
77958064508
-
From Unsupervised to Semi-supervised Learning: Algorithms and Evaluation Approaches
-
Tutorial at Society for Industrial and Applied Mathematics Int. Conf. on Data Mining
-
Gunopulos, D., Vazirgiannis, M., Halkidi, M.: From Unsupervised to Semi-supervised Learning: Algorithms and Evaluation Approaches. In: SIAM'06: Tutorial at Society for Industrial and Applied Mathematics Int. Conf. on Data Mining. (2006)
-
(2006)
SIAM'06
-
-
Gunopulos, D.1
Vazirgiannis, M.2
Halkidi, M.3
-
13
-
-
14344264451
-
-
Bilenko, M., Basu, S., J.Mooney, R.: Integrating Constraints and Metric Learning in Semisu-pervised Clustering. In: ICML'04: Proc. of the 21th Int. Conf. on Machine Learning. (2004) 11-19
-
Bilenko, M., Basu, S., J.Mooney, R.: Integrating Constraints and Metric Learning in Semisu-pervised Clustering. In: ICML'04: Proc. of the 21th Int. Conf. on Machine Learning. (2004) 11-19
-
-
-
-
14
-
-
34548564268
-
A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria
-
Halkidi, M., Gunopulos, D., Kumar, N., Vazirgiannis, M., Domeniconi, C.: A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. In: ICDM'2005: Proc. of the IEEE Int. Conf. on Data Mining. (2005) 637-640
-
(2005)
ICDM'2005: Proc. of the IEEE Int. Conf. on Data Mining
, pp. 637-640
-
-
Halkidi, M.1
Gunopulos, D.2
Kumar, N.3
Vazirgiannis, M.4
Domeniconi, C.5
-
16
-
-
0347172110
-
OPTICS: Ordering Points to Identify the Clustering Structure
-
Ankerst, M., Breunig, M.M., Kriegel, H.P., Sander, J.: OPTICS: Ordering Points to Identify the Clustering Structure. In: SIGMOD'99: Proc. of the 1999 ACM SIGMOD Int. Conf. on Management of Data. (1999) 49-60
-
(1999)
SIGMOD'99: Proc. of the 1999 ACM SIGMOD Int. Conf. on Management of Data
, pp. 49-60
-
-
Ankerst, M.1
Breunig, M.M.2
Kriegel, H.P.3
Sander, J.4
-
17
-
-
35048816637
-
-
Angiulli, F., Pizzuti, C., Ruffolo, M.: DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. In: IDEAL'04: Proc. of the Intelligent Data Engineering and Automated Learning. (2004) 203-210
-
Angiulli, F., Pizzuti, C., Ruffolo, M.: DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. In: IDEAL'04: Proc. of the Intelligent Data Engineering and Automated Learning. (2004) 203-210
-
-
-
-
18
-
-
0016557674
-
Multidimensional Binary Search Trees Used for Associative Searching
-
Bentley, J.L.: Multidimensional Binary Search Trees Used for Associative Searching. Communications of ACM 18 (1975) 509-517
-
(1975)
Communications of ACM
, vol.18
, pp. 509-517
-
-
Bentley, J.L.1
-
19
-
-
18944398553
-
-
Newman, D., Hettich, S., Blake, C., Merz, C.: UCI Repository of ML Databases (1998)
-
(1998)
UCI Repository of ML Databases
-
-
Newman, D.1
Hettich, S.2
Blake, C.3
Merz, C.4
-
21
-
-
0032686723
-
Chameleon: Hierchachical Clustering Using Dynamic Modeling
-
Karypis, G., Hang, E.H., Kumar, V.: Chameleon: Hierchachical Clustering Using Dynamic Modeling. Computer 32 (1999) 68-75
-
(1999)
Computer
, vol.32
, pp. 68-75
-
-
Karypis, G.1
Hang, E.H.2
Kumar, V.3
-
22
-
-
84950632109
-
Objective Criteria for the Evalluation of Clustering Methods
-
Rand, W.M.: Objective Criteria for the Evalluation of Clustering Methods. In: Journal of the American Statistical Association. 66 (1971) 846-850
-
(1971)
Journal of the American Statistical Association
, vol.66
, pp. 846-850
-
-
Rand, W.M.1
|