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Conference Name: 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM)
Venue: Vilamoura, Algarve, Portugal
Event Date: 6-8 February, 2012
SCOPE
The International Conference on Pattern Recognition Applications and Methods would like to become a major point of contact between researchers, engineers and practitioners on the areas of Pattern Recognition, both from theoretical and application perspectives.
Contributions describing applications of Pattern Recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance Pattern Recognition methods are especially encouraged.
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
Important Dates
Conference date: 6-8 February, 2012
Regular Paper Submission: July 26, 2011
Authors Notification (regular papers): October 6, 2011
Final Regular Paper Submission and Registration: October 26, 2011
Secretariat
ICPRAM Secretariat
Address: Av. D. Manuel I, 27A, 2º esq.
2910-595 Setúbal - Portugal~
1st International Conference on Pattern Recognition Applications and Methods (ICPRAM)
