Videolectures category: Data Mining

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Lectures

innovation award
[syn] 1062 views, 00:48:33

A Data Miner’s Story – Getting to Know the Grand Challenges

Usama Fayyad

1 comment


497 views, 11:14:35

Statistical Aspects of Data Mining (Stats 202)

David Mease

471 views, 02:39:32

Data Mining and Knowledge Discovery

Nada Lavrač

3 comments


[syn] 438 views, 00:12:57

Successes, Failures and Learning From Them

Jiawei Han

[syn] 405 views, 00:15:01

Correlation Search in Graph Databases

Yiping Ke

[syn] 352 views, 00:56:30

Data Mining Vs. Semantic Web

Veljko Milutinović

[syn] 326 views, 00:08:06

Introduction to the KDD07 Conference

Pavel Berkhin

1 comment


311 views, 00:34:45

From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods - part 1

John Elder


[syn] 242 views, 00:06:12

Successes, Failures and Learning From Them

Christos Faloutsos


237 views, 00:56:57

Other ML/DM software (R, Weka, Yale)

Lluís Belanche

1 comment

171 views, 01:06:13

Spatial Data Mining Querie language in a GIS System

Annalisa Appice

[syn] 166 views, 00:13:15

Teaching Data Mining: a Specific Experience

Ll. Belanche

[syn] 165 views, 00:15:57

Successes, Failures and Learning From Them

John Elder


163 views, 00:57:43

Distributed Data Mining

Giuseppe di Fatta

1 comment

[syn] 153 views, 00:09:18

IMDS: Intelligent Malware Detection System

Yanfang Ye

best paper
139 views, 00:16:51

Cost-effective Outbreak Detection in Networks

Jure Leskovec

[syn] 120 views, 00:08:19

Successes, Failures and Learning From Them

Pavel Berkhin

114 views, 00:45:00

Data Mining and Decision Support Integration

Marko Bohanec

[syn] 114 views, 00:08:31

Event Summarization for System Management

Wei Peng

1 comment

invited talk
113 views, 00:49:54

A general purpose segmentation algorithm using analytically evaluated random walks

Leo Grady

107 views, 00:57:39

Next Generation Data Mining Tools: Power laws and self-similarity for graphs, streams and traditional data

Christos Faloutsos

[syn] 93 views, 00:03:25

Introduction to the Panel

Srinivasan Parthasarathy

[syn] 92 views, 00:15:04

Successes, Failures and Learning From Them

Haym Hirsh

1 comment

91 views, 00:02:57

ACM SIGKDD Data Mining Practice Prize Winners

John Elder


91 views, 03:01:15

E-Science and Computational Scientific Discovery

Sašo Džeroski

91 views, 00:22:40

Matching of Tree Structures for Registration of Medical Images

Jan Hendrik Metzen

88 views, 00:00:00

Relational Data Mining and ILP

Sašo Džeroski

87 views, 03:10:33

Parallel session 4 - Hands-on section Data mining with R

Luis Torgo

1 comment

[syn] 85 views, 00:09:33

Detecting Changes in Large Data Sets of Payments Cards Data: A Case Study

Robert Grossman

1 comment

[syn] 85 views, 10:52:21

Statistical Change Detection for Multi-Dimensional Data

Xiuyao Song

84 views, 01:02:10

Taking causality seriously: Propensity score methodology applied to estimate the effects of marketing interventions - Best PKDD paper

Donald Rubin

77 views, 00:30:49

Decision Support for Everyone: Olap in Ms Excel

Gaj Vidmar

74 views, 00:05:55

iAQ: A Program that Discovers Rules

Ryszard Michalski, Jarek Pietrzykowski

[syn] 68 views, 00:34:24

Data Mining as a Tool for Analysing Environmental Systems

Karina Gibert


66 views, 01:00:08

Privacy Preserving DataMining

Matthew Roughan

[syn] 64 views, 01:02:16

Spooky Stuff in Metric Space

Rich Caruana


63 views, 00:23:06

Extracting Relevant Named Entities for Automated Expense Reimbursement

Guangyu Zhu

46 views, 00:22:29

The Sol-Eu-Net Project: Data mining Lessons Learned

Dunja Mladenić


1 view, 01:08:02

Google News Personalization: Scalable Online Collaborative Filtering

Mayur Datar