ICPRAM 2012 - ICPRAM 2012 International Conference on Pattern Recognition Applications and Methods

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Category ICPRAM 2012

Deadline: July 26, 2011 | Date: February 06, 2012-February 08, 2012

Venue/Country: Algarve, Portugal

Updated: 2011-01-04 19:03:23 (GMT+9)

Call For Papers - CFP

1. THEORY AND METHODS

2. APPLICATIONS

TRACK 1: THEORY AND METHODS

Exact and Approximate Inference

Density Estimation

Bayesian Models

Gaussian Processes

Model Selection

Graphical and Graph-based Models

Missing Data

Ensemble Methods

Neural Networks

Kernel Methods

Large Margin Methods

Classification

Regression

Sparsity

Feature Selection and Extraction

Spectral Methods

Embedding and Manifold Learning

Similarity and Distance Learning

Matrix Factorization

Clustering

ICA, PCA, CCA and other Linear Models

Fuzzy Logic

Active Learning

Cost-sensitive Learning

Incremental Learning

On-line Learning

Structured Learning

Multi-agent Learning

Multi-instance Learning

Reinforcement Learning

Instance-based Learning

Knowledge Acquisition and Representation

Meta Learning

Multi-strategy Learning

Case-based Reasoning

Inductive Learning

Computational Learning Theory

Cooperative Learning

Evolutionary Computation

Information Retrieval and Learning

Hybrid Learning Algorithms

Planning and Learning

Convex Optimization

Stochastic Methods

Combinatorial Optimization

TRACK 2: APPLICATIONS

Natural Language Processing

Information Retrieval

Ranking

Web Applications

Economics, Business and Forecasting Applications

Bioinformatics and Systems Biology

Audio and Speech Processing

Signal Processing

Image Understanding

Sensors and Early Vision

Motion and Tracking

Image-based Modelling

Shape Representation

Object Recognition

Video Analysis

Medical Imaging

Learning and Adaptive Control

Perception

Learning in Process Automation

Learning of Action Patterns

Virtual Environments

Robotics

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