European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp 2008

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp 2008

42 Videos · Sep 15, 2008

About

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) will be located in Antwerp, Belgium, from September 15th to 19th, 2008. This event builds upon a very successful series of 18 ECML and 11 PKDD conferences, which have been jointly organized for the past seven years. It has become the major European scientific event in these fields and in 2008 it will comprise presentations of contributed papers and invited speakers, a wide program of workshops and tutorials, a discovery challenge, a demo track and an industrial track.

Videos

Tutorials

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02:23:21

Data Mining for Anomaly Detection

Aleksandar Lazarevic,

Jaideep Srivastava,

Varun Chandola,

Vipin Kumar,

Arindam Banerjee

Oct 10, 2008

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31151 views

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01:52:58

Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...

Rasmus Pedersen

Oct 10, 2008

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7897 views

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01:19:21

The Regularization Frontier in Machine Learning

Gilles Gasso

Oct 10, 2008

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6082 views

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02:54:42

Knowledge Discovery from Evolving Data

Frank Hoppner,

Mirko Böttcher,

Myra Spiliopoulou

Oct 10, 2008

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4431 views

Opening and Awards

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28:58

Ecml/Pkdd 2008 Opening and Awards Ceremony

Oct 10, 2008

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2845 views

Invited Talks

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54:12

Learning language from its perceptual context

Raymond J. Mooney

Oct 10, 2008

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6751 views

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01:17:14

From Microscopy Images to Models of Cellular Processes

Yoav Freund

Mar 29, 2010

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3819 views

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42:42

Data Clustering: 50 Years Beyond K-means

Anil K. Jain

Oct 10, 2008

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22260 views

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56:47

Industrial data mining, Challenges and perspectives

Françoise Fogelman Soulié

Oct 10, 2008

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5597 views

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49:05

The role of hierarchies in exploratory data mining

Raghu Ramakrishnan

Oct 10, 2008

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4230 views

Support Vector Machines

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12:51

Exact and Approximate Inference for Annotating Graphs with Structural SVMs

Tobias Scheffer,

Thoralf Klein,

Ulf Brefeld

Oct 10, 2008

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3644 views

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15:15

Sequence Labelling SVMs Trained in One Pass

Léon Bottou,

Nicolas Usunier,

Antoine Bordes

Oct 10, 2008

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4429 views

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17:33

Cascade RSVM in Peer-to-Peer Networks

Hock Hee Ang,

Wee Keong Ng,

Vivekanand Gopalkrishnan,

Steven C. H. Hoi

Oct 10, 2008

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3978 views

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12:49

Improving Classification with Pairwise Constraints: A Margin-based Approach

Nam Nguyen,

Rich Caruana

Oct 10, 2008

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3544 views

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18:31

A Fast Method for Training Linear SVM in the Primal

Thierry Artières,

Trinh Minh Tri Do

Oct 10, 2008

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4521 views

Matrix Factorization

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15:45

Learning Bidirectional Similarity for Collaborative Filtering

Qiang Yang,

Jianmin Wu,

Bin Cao,

Jian Tao Sun,

Zheng Chen

Oct 10, 2008

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4605 views

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20:11

Improving Maximum Margin Matrix Factorization

Alexandros Karatzoglou,

Alex Smola,

Markus Weimer

Oct 10, 2008

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6868 views

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21:44

A Unified View of Matrix Factorization Models

Ajit Singh,

Geoffrey J. Gordon

Oct 10, 2008

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6820 views

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18:48

The Boolean Column and Column-Row Matrix Decompositions

Pauli Miettinen

Oct 10, 2008

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5155 views

Discovery

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17:54

Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model

Mark A. Fardal,

Peter Tino,

Xiaoxia Wang

Oct 10, 2008

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6069 views

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20:19

Exceptional Model Mining

Arno Knobbe,

Ad Feelders,

Dennis Leman

Oct 10, 2008

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3387 views

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18:35

Mining Edge-Weighted Call Graphs to Localise Software Bugs

Frank Eichinger

Oct 10, 2008

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4688 views

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17:49

Tight Optimistic Estimates for Fast Subgroup Discovery

Henrik Grosskreutz,

Stefan Rüping,

Stefan Wrobel

Oct 10, 2008

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3687 views

Industrial Session

Draft
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33:36

From Yale to RapidMiner: A Guide on How to Live on Free Data Mining Software

Ingo Mierswa

Oct 10, 2008

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768 views

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31:36

Fraud Risk Management in Practice

Serge Waterschool

Oct 10, 2008

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5835 views

Industrial Session 2

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31:07

Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...

Bart Naudts

Oct 10, 2008

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2929 views

Draft
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40:35

Machine Learning Considered Effective for Commercial Document Understanding Sy...

Jakub Zavrel

Feb 18, 2024

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0 views

Classification 2

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18:48

Ranking the Uniformity of Interval Pairs

Jusi Kujala,

Tapio Elomaa

Oct 10, 2008

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3410 views

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16:54

One-class Classification by Combining Density and Class Probability Estimation

Eibe Frank,

Ian H. Witten,

Kathryn Hempstalk

Oct 10, 2008

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5909 views

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20:13

Learning Decision Trees for Unbalanced Data

David A. Cieslak,

Nitesh Chawla

Oct 10, 2008

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8848 views

Learning and Mining Text and NLP

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15:57

Towards Machine Learning of Grammars and Compilers of Programming Languages

Keita Imada,

Katsuhiko Nakamura

Oct 10, 2008

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4408 views

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19:32

Bootstrapping Information Extraction from Semi-structured Web Pages

Charles Schafer,

Andrew Carlson

Oct 10, 2008

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6374 views

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12:07

A Genetic Algorithm for Text Classification Rule Induction

Adriana Pietramala,

Veronica L. Policicchio,

Pasquale Rullo,

Inderbir Sidhu

Oct 10, 2008

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12216 views

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22:01

A Joint Topic and Perspective Model for Ideological Discourse

Alexander Hauptmann,

Wei-Hao Lin,

Eric P. Xing

Oct 10, 2008

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3426 views

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14:08

A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis

Jiazhong Nie,

Dingsheng Luo,

Xihong Wu,

Xinhao Wang

Oct 10, 2008

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4036 views

Clustering 2

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16:01

Data Streaming with Affinity Propagation

Michèle Sebag,

Cyril Furtlehner,

Xiangliang Zhang

Oct 10, 2008

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7751 views

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17:58

Mixed Bregman Clustering with Approximation Guarantees

Panu Luosto,

Richard Knock,

Jyrki Kivinen

Oct 10, 2008

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3256 views

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17:58

Large-Scale Clustering through Functional Embedding

Mathew L. Miller,

Frederic Ratle,

Jason Weston

Oct 10, 2008

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3809 views

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20:15

Clustering Distributed Sensor Data Streams

Pedro Pereira Rodrigues,

Luis Lopes,

João Gama

Oct 10, 2008

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5642 views

Multi Relational

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16:07

Parameter Learning in Probabilistic Databases: A Least Squares Approach

Angelika Kimmig,

Bernd Gutmann,

Kristian Kersting,

Luc De Raedt

Oct 10, 2008

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3882 views

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16:30

A Simple Model for Sequences of Relational State Descriptions

Ingo Thon,

Niels Landwehr,

Luc De Raedt

Oct 10, 2008

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3463 views

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18:20

Extracting Semantic Networks from Text via Relational Clustering

Stanley Kok,

Pedro Domingos

Oct 10, 2008

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7448 views