PAKDD 2012 - 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD2012

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Category PAKDD 2012

Deadline: October 02, 2011 | Date: May 29, 2012-June 01, 2012

Venue/Country: Kuala Lumpur, Malaysia

Updated: 2011-06-04 00:30:31 (GMT+9)

Call For Papers - CFP

http://pakdd2012.pakdd.org/

The conference calls for research papers reporting original investigation results and industrial papers reporting real data mining applications and system development experience.

The conference will confer a Best Paper Award to the best full paper, and the Best Student Papers from amongst the student submissions. The proceedings of the conference will be published by Springer as a volume of the LNAI series.

PAKDD2012 will be held in Kuala Lumpur, one of the most attractive cities in Malaysia.

The topics of the conference and workshop papers fall into three major categories that will include but are not limited to the following:

A. DATA MINING FOUNDATIONS

Theoretic foundations

Novel models and algorithms

Mining emerging data types

Mining mixed and multi-source data

Mining complex sequential data

Mining spatial and temporal data

Mining textual and semi-structured/unstructured data

Parallel, distributed and combined data mining

Privacy data analysis

Mining high dimensional data

Statistical foundations

B. MINING IN EMERGING DOMAINS

Stream/dynamic data mining

Visual data mining

Mining behavioral data

Ubiquitous knowledge discovery

Mining multi-agent data and agent-based data mining

Mining linkages, networks and communities

Mining the Internet and social networks

Financial data mining

Opinion and sentiment analysis

Mining imbalanced data

Mining graphic data

Security, risk, cost, impact, trust and repeatibility etc.

Interactive and online mining

Integration of data warehousing, OLAP and data mining

Massive data mining on cloud platforms

C. PROCESS AND APPLICATIONS

Actionable knowledge discovery

Developing a unifying theory of data mining

Data pre-processing and transformation

Feature selection and extraction

Post-processing and post mining

Deliverable representation and presentation

Automating the mining process

Human, domain, organizational and social factors in data mining

Quality assessment and validation

Data mining languages

High performance implementations of data mining algorithms

Intrusion detection and surveillance analysis

Healthcare, health, drug and medical data analysis

Bioinformatics, computational chemistry, ecoinformatics

Fraud and risk analysis

Other applications such as supply chain intelligence

Lessons and experiences

IMPORTANT DATES

Abstract Submission Due: 25 September, 2011 (Sunday)

Paper Submission Due: 2 October, 2011 (Sunday)

Author Notification: 30 December, 2011 (Friday)

Camera Ready Due: 22 January, 2012 (Sunday)

Workshop Proposal Due: 28 August, 2011 (Sunday)

Workshop Notification: 11 September, 2011 (Sunday)

Tutorial Proposal Due: 13 November, 2011 (Sunday)

Tutorial Notification: 4 December, 2011 (Sunday)

Conference: 29 May - 1 June, 2012