IDA 2007 - PDF Preprint Papers

IDA 2007 International Symposium on Intelligent Data Analysis

Teaser Browsing | Click Here

Title Browsing | Click Here

Wall of Fame | Most Viewed IDA-2007 Paper

click to vote

IDA
2007
Springer

991views Information Technology» more IDA 2007»

DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation

14 years 6 months ago

Download users.informatik.uni-halle.de

The Denclue algorithm employs a cluster model based on kernel density estimation. A cluster is deﬁned by a local maximum of the estimated density function. Data points are assign...

Alexander Hinneburg, Hans-Henning Gabriel

claim paper

Read More »

Disclaimer and Copyright Notice

Sciweavers respects the rights of all copyright holders and in this regard, authors are only allowed to share a link to their preprint paper on their own website. Every contribution is associated with a desciptive image. It is the sole responsibility of the authors to ensure that their posted image is not copyright infringing. This service is compliant with IEEE copyright.

Related Conferences

Id	Views	Title	Status

1	991	DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation	claim
2	168	Combining Bagging and Random Subspaces to Create Better Ensembles	claim
3	168	Anomaly detection in data represented as graphs	claim
4	142	Approximate mining of frequent patterns on streams	claim
5	138	WWW traffic measure and its properties	claim
6	135	Inference of node replacement graph grammars	claim
7	134	Visualising the Cluster Structure of Data Streams	claim
8	132	An evaluation of Naive Bayes variants in content-based learning for spam filtering	claim
9	130	An overview of clustering methods	claim
10	125	Parameter Learning for Bayesian Networks with Strict Qualitative Influences	claim
11	122	Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions	claim
12	121	Two Bagging Algorithms with Coupled Learners to Encourage Diversity	claim
13	118	Voting experts: An unsupervised algorithm for segmenting sequences	claim
14	116	Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers	claim
15	116	In search of deterministic methods for initializing K-means and Gaussian mixture clustering	claim
16	114	Landscape Multidimensional Scaling	claim
17	106	Learning to Align: A Statistical Approach	claim
18	106	An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data	claim
19	102	Relational Topographic Maps	claim
20	101	Relational Algebra for Ranked Tables with Similarities: Properties and Implementation	claim
21	101	Removing biases in unsupervised learning of sequential patterns	claim
22	96	A New Way to Aggregate Preferences: Application to Eurovision Song Contests	claim
23	95	Second-order uncertainty calculations by using the imprecise Dirichlet model	claim
24	89	Novelty Detection in Patient Histories: Experiments with Measures Based on Text Compression	claim

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers