NDLI: Improvement of a face detection system by evolutionary multi-objective optimization

Please wait, while we are loading the content...

13th International Conference on Hybrid Intelligent Systems (HIS 2013)

2012 12th International Conference on Hybrid Intelligent Systems (HIS)

2011 11th International Conference on Hybrid Intelligent Systems (HIS)

2010 10th International Conference on Hybrid Intelligent Systems

2009 Ninth International Conference on Hybrid Intelligent Systems

2008 Eighth International Conference on Hybrid Intelligent Systems

7th International Conference on Hybrid Intelligent Systems (HIS 2007)

2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)

Fifth International Conference on Hybrid Intelligent Systems (HIS'05)

Fifth International Conference on Hybrid Intelligent Systems

Fifth International Conference on Hybrid Intelligent Systems - Copyright

Welcome from the General Co-Chairs

Welcome from the Program Co-chairs

Conference Committees

Program Committee

Additional reviewers

Probabilistic graphical models in complex industrial applications

Hybrid intelligent systems and cognitive robotics

Evolutionary multi-objective optimization: current state and future challenges

Natural language processing

Application of data mining techniques as a complement to natural inflow uni-variable stochastic forecasting - a case study : the Iguacu River Basin

A collaborative approach to knowledge extraction from rough relational databases

An immune-inspired approach to Bayesian networks

A hybrid adaptive architecture for mobile robots based on reactive behaviors

Evolving analytic hierarchy processes for artificial life-based games

Hybridizing particle filters and population-based metaheuristics for dynamic optimization problems

Hybrid algorithms with detection of promising areas for the prize collecting travelling salesman problem

A hybrid fuzzy evolutionary algorithm for a multi-objective resource allocation problem

A hybrid approach for the dynamic vehicle routing problem with time windows

Particle swarm optimization (PSO) applied to fuzzy modeling in a thermal-vacuum system

An efficient adaptive focused crawler based on ontology learning

Evolved age dependent plasticity improves neural network performance

Lithofacies recognition hybrid bench

Fuzzy expert system for solving lost circulation problem

Assessing fuzzy and neural approaches for a PID controller using universal model

A Fuzzy c-means Algorithm Based on an Adaptive L2 Minkowsky Distance

A neuro-fuzzy system for steel beams patch load prediction

Hybrid neuro-fuzzy network-priori knowledge model in temperature control of a gas water heater system

Initializing an exemplar based learning process from a RuleNet network

BICA: a Boolean independent component analysis algorithm

SATyrus: a SAT-based neuro-symbolic architecture for constraint processing

Literal and ProRulext: algorithms for rule extraction of ANNs

Hybrid optimization algorithm for the definition of MLP neural network architectures and weights

A constructive neural network for detecting left ventricular hypertrophy

An analysis of feature-based and state-based representations for module-based learning in mobile robots

Evaluating a rule evaluation support method with learning models based on objective rule evaluation indices - a case study with a meningitis data mining result

Data mining experiments on hop processing data

Using generators for discovering certain and generalized decision rules

Monte Carlo off-policy reinforcement learning: a rough set approach

Learning with hybrid data

On a ranking problem associated with Basel II

A boosting approach to remove class label noise

Feature selection with decision tree criterion

Design of experiments in neuro-fuzzy systems

An evolutionary approach for the multiple container loading problem

Training feed-forward neural networks with ant colony optimization: an application to pattern classification

GRASP with path-relinking for the SONET ring assignment problem

Particle Swarn Optimization with Fast Local Search for the Blind Traveling Salesman Problem

Hierarchical reinforcement learning for metrical task systems

Investigation of particle swarm optimization for dynamic reconfiguration of field-programmable analog circuits

Spatial implementation of evolutionary multiobjective algorithms with partial Lamarckian repair for multiobjective knapsack problems

Performance evaluation of evolutionary multiobjective approaches to the design of fuzzy rule-based ensemble classifiers

Ensemble of genetic programming models for designing reactive power controllers

Performance and diversity evaluation in hybrid and non-hybrid structures of ensembles

WordNet-based user profiles for neighborhood formation in hybrid recommender systems

Texture classification using local and global histogram equalization and the Lempel-Ziv-Welch algorithm

An unsupervised learning approach to resolving the data imbalanced issue in supervised learning problems in functional genomics

Incorporating an EM-approach for handling missing attribute-values in decision tree induction

Constructing ensembles of symbolic classifiers

A hybrid approach for sparse least squares support vector machines

An evolutionary approach to transduction in support vector machines

Fuzzy rule extraction from support vector machines

A hybrid forecasting methodology using feature selection and support vector regression

Reliability assessment of complex networks using rules extracted from trained ANN and SVM models

Extracting trees from trained SVM models using a TREPAN based approach

Improvement of a face detection system by evolutionary multi-objective optimization

Joining associative classifier for medical images

A new multiscale, curvature-based shape representation technique for image retrieval based on DSP techniques

Support vector machines applied to white blood cell recognition

A neural network fingerprint segmentation method

Using prior knowledge to improve the performance of an estimation of distribution algorithm applied to feature selection

Grouping of soccer game records by multiscale comparison technique and rough clustering

Feature selection for clustering problems: a hybrid algorithm that iterates between k-means and a Bayesian filter

Hybrid metabolic flux analysis/artificial neural network modeling of bioprocesses

Heterogenous committees with competence analysis

Optimal controller design for a class of networked control systems

Methods of computational intelligence to give qualitative and quantitative statements of gas concentrations at a high temperature sensor

Comparison of deterministic and fuzzy finite automata extraction methods from Jordan networks

Fuzzy adaptive turbulent particle swarm optimization

A comparative analysis of negotiation methods for a multi-neural agent system

The SOPHY framework: simulation, observation and planning in hybrid systems

Recognizing behaviors patterns in a micro robot soccer game

SWARMs of self-organizing polymorphic agents

Market index prediction using fuzzy Boolean nets

Ontology support for communicating agents in negotiation processes

Determination of real options value by Monte Carlo simulation and fuzzy numbers

Naive Bayes as an imputation tool for classification problems

Hybrid adaptive memory programming using GRASP and path relinking for the scheduling workover rigs for onshore oil production

A hybrid heuristic method for global optimization

Observability in hybrid multi agent recurrent nets for natural language processing

MRS classification based on independent component analysis and support vector machines

A study on the influence of parameter 6 on performance of RBF neural networks trained with the dynamic decay adjustment algorithm

Multi-agent architecture for generating and monitoring adaptive virtual environments

Rough approximation based neuro fuzzy inference system: a novel approach to approximation and error estimation

Radial basis neural network learning based on particle swarm optimization to multistep prediction of chaotic Lorenz's system

New enhanced methods for radial basis function neural networks in function approximation

Comparing sensitivity and robustness of fuzzy and neuro-fuzzy controllers

Design of digital classifier circuits with nearest neighbour prior sample selection

Stock market simulation and inference technique

A proposal of a fuzzy-neuro predictive control, tuned by genetic algorithms, with application to the start-up control of a distillation column

Modelling incremental learning with the batch SOM training method

River flow forecasting for reservoir management through neural networks

Modeling of the rainfall-runoff relationship with artificial neural network

Reinforcement learning-hierarchical neuro-fuzzy politree model for autonomous agents - evaluation in a multi-obstacle environment

Fourth International Conference on Hybrid Intelligent Systems (HIS'04)

Improvement of a face detection system by evolutionary multi-objective optimization

Content Provider	IEEE Xplore Digital Library
Author	Verschae, R. del Solar, J.R. Koppen, M. Garcia, R.V.
Copyright Year	2005
Description	Author affiliation: Dept. Electr. Eng., Univ. de Chile, Santiago, Chile (Verschae, R.; del Solar, J.R.)
Abstract	This paper presents the application of evolutionary multi-objective optimization (EMO) to the improvement of a face detection system. The face detection system is based on the boosted cascade system, and analyzes image positions on different scales in a three-step-procedure. Based on threshold settings, the algorithm decides whether to continue with the test on a finer scale at the current position. Thus, the thresholds for all scales and stages have a major influence on the performance of the system, and become the subject of the evolutionary optimization according to three objectives: low false positive rate, high detection rate and low processing time. The used EMO is the extension of the standard genetic algorithm to the EMO case by using fuzzy Pareto dominance as a meta-heuristic. The application of this EMO to the face detection system is explored and discussed using images from a standard face detection benchmark dataset. From the runtime analysis of the EMO it can be concluded that the algorithm reliably approaches the Pareto set of the problem.
File Size	268582
File Format	PDF
ISBN	0769524575
DOI	10.1109/ICHIS.2005.63
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-11-06
Publisher Place	Brazil
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Image analysis Runtime Error analysis Pareto optimization Face detection Security Pareto analysis Testing Genetic algorithms
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in