About
This Workshop brings together scientists and engineers interested in recent developments in exploiting Massive Data Sets. Emphasis is placed on available techniques and their application to security-critical applications. \ Today our world is awash in data and we live in an Information Society where every action leaves a trace, generating massive amounts of data. Recent scientific developments provide technologies to exploit these huge amounts of data and extract from it critical information. Used today in many commercial applications (marketing campaigns, user profiling and recommendations on e-commerce sites, web search,users communitiee...), these technologies can also be used for security-critical applications (fraud detection and money laundering, intrusions detection, intelligence gathering, terrorist networks detection, Web surveillance...).
It is the purpose of this workshop to review the various technologies available (data mining algorithms, social networks, crawling and indexing, text-mining, search engines, data streams) in the context of very large data sets.
The workshop will provide survey presentations & posters to help building a scientific community aware of security issues and techniques to solve them.
Related categories
Uploaded videos:
Opening and Closing session
Introduction to the Workshop
Nov 26, 2007
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3077 Views
Conclusion remarks
Dec 04, 2007
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4992 Views
Interviews
Interview with Françoise Fogelman Soulié
Dec 04, 2007
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4436 Views
Interview with Clive Best
Dec 04, 2007
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3543 Views
Lectures
Mining Massive Data Sets
Nov 26, 2007
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10022 Views
Evolving Networks
Sep 21, 2008
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3241 Views
Foundations of Statistical Learning Theory : Empirical Infe-rence in high-diment...
Dec 03, 2007
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10252 Views
Information Theo-retic and Alge-braic Methods for Network Anomaly Detection
Nov 26, 2007
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4839 Views
Learning using Many Examples
Nov 26, 2007
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5088 Views
User logs processing using machine learning techniques
Nov 26, 2007
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5936 Views
Data stream management and mining
Nov 26, 2007
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12078 Views
Summarizing Data Stream's History
Nov 26, 2007
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4384 Views
Large-Scale Semi-Supervised Learning
Nov 26, 2007
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5802 Views
Emergent patterns in large social systems
Nov 26, 2007
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4001 Views
Diffusion and Cascading Behaviour in Networks
Nov 28, 2007
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15213 Views
Mining Networks through Visual Analytics:
Nov 26, 2007
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4324 Views
Inference and Learning with Networked Data
Jan 15, 2008
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4891 Views
Ontologies and Machine Learning
Nov 26, 2007
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9747 Views
Ontogen Software Demo
Nov 26, 2007
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9098 Views
Web Spam Detection
Nov 28, 2007
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10239 Views
Machine Learning for Intrusion Detection
Nov 26, 2007
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17706 Views
Learning with structured data - structured outputs
Nov 26, 2007
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4569 Views
Automatic detection and aggregation of name variants from large multi-lingual do...
Nov 26, 2007
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4011 Views
Recognition and Disambiguation of geographical references in text
Nov 26, 2007
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3326 Views
Filtering Multi-Lingual Terrorist Content with Graph-Theoretic Classifi-cation T...
Nov 26, 2007
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4081 Views
Using linguistic information as features for text categorization
Nov 26, 2007
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4843 Views
The "Real World" Web Search Problem
Dec 03, 2007
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5969 Views
Detecting Money Laundering Actions Using Data Mining and Expert Systems
Dec 03, 2007
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10239 Views
Approximation algorithms for k-anonymity and privacy preservation in query logs
Dec 03, 2007
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7857 Views
Website Privacy Preservation for Query Log Publishing
Nov 29, 2007
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6080 Views
Link Analysis and Text Mining : Current State of the Art and Applications for Co...
Dec 03, 2007
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10651 Views
Fitting mixtures of regression lines with the forward search: application to clu...
Dec 03, 2007
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4031 Views
Feature selection, fundamentals and applications
Dec 03, 2007
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17066 Views
Geolocalisation in Cellular Telephone Networks
Dec 03, 2007
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6378 Views
Statistical techniques for fraud detection, prevention, and evaluation
Dec 03, 2007
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42023 Views
Plastic Card Fraud Detection using Peer Group Analysis
Dec 03, 2007
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10154 Views
Modeling rare events: online advertisement targeting using machine learning and ...
Dec 03, 2007
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8598 Views
Open Source Intelligence
Dec 03, 2007
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32658 Views
Combining Information Retrieval and Information Extraction for Medical Intellige...
Dec 03, 2007
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5670 Views
Learning to Extract Security-related Event Information from Large News Collectio...
Dec 03, 2007
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3529 Views
Security Applications of Web mining
Dec 04, 2007
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6435 Views
CiteSeerX & ChemXSeer: Lessons for Cyber-infrastructure and Web
Dec 04, 2007
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4230 Views
The Security of Mobile Agent Systems
Jan 07, 2008
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4238 Views