Time Series Prediction by Using Negatively Correlated Neural Networks
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Applying LSTM to Time Series Predictable through Time-Window Approaches
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Evolving SQL Queries for Data Mining
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Technologies for constructing intelligent systems
Self-organised evolutionary neural networks: algorithms and applications
Highly parallel computaions
A genetic-designed beta basis function neural network for multi-variable functions approximation
Systems Analysis Modelling Simulation - Special issue: Advances in control and computer engineering
Advances in evolutionary computing
Stopping criteria for ensembles of evolutionary artificial neural networks
Design and application of hybrid intelligent systems
Evolving feedforward neural network for harmonics signature identification
Design and application of hybrid intelligent systems
Ensemble of Evolving Neural Networks in Classification
Neural Processing Letters
A Preliminary Study on Negative Correlation Learning via Correlation-Corrected Data (NCCD)
Neural Processing Letters
Modeling systems with internal state using evolino
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
A neural evolutionary approach to financial modeling
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding
Evolutionary product unit based neural networks for regression
Neural Networks
Immune network based ensembles
Neurocomputing
Optimizing feedforward artificial neural network architecture
Engineering Applications of Artificial Intelligence
Investigating generalization in parallel evolutionary artificial neural networks
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
An ensemble method in hybrid real-coded genetic algorithm with pruning for data classification
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks
Neural Processing Letters
Detection of anthelmintics resistant nematodes in sheep flocks using artificial neural networks
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Generalization of raster images containing patterns featuring stochastic repetitiveness
Machine Graphics & Vision International Journal
Evolving neural networks for static single-position automated trading
Journal of Artificial Evolution and Applications - Regular issue
ADANN: automatic design of artificial neural networks
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Connection Science - Evolutionary Learning and Optimisation
A non-symbolic implementation of abdominal pain estimation in childhood
Information Sciences: an International Journal
Graph Matching Recombination for Evolving Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Evolutionary Combining of Basis Function Neural Networks for Classification
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
Diverse Evolutionary Neural Networks Based on Information Theory
Neural Information Processing
Permutation Free Encoding Technique for Evolving Neural Networks
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Computers and Electronics in Agriculture
Evolutionary product-unit neural networks classifiers
Neurocomputing
A memetic model of evolutionary PSO for computational finance applications
Expert Systems with Applications: An International Journal
International Journal of Systems Science
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Evolutionary Artificial Neural Network Design and Training for wood veneer classification
Engineering Applications of Artificial Intelligence
On the significance of the permutation problem in neuroevolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Neural network ensembles for time series forecasting
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Stopping criteria for ensemble of evolutionary artificial neural networks
Applied Soft Computing
An ensemble method using hybrid real-coded genetic algorithm with pruning (HRGA/PR)
PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
A new adaptive merging and growing algorithm for designing artificial neural networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Shuffle design to improve time series forecasting accuracy
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Wind Speed Forecasting Using a Hybrid Neural-Evolutive Approach
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
An Adaptive Immune Genetic Algorithm for Edge Detection
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
MultiLogistic regression using initial and radial basis function covariates
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Efficient neural network pruning during neuro-evolution
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
Evolving multi-modal behavior in NPCs
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Group search optimizer: an optimization algorithm inspired by animal searching behavior
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
ANN-based GA for generating the sizing curve of stand-alone photovoltaic systems
Advances in Engineering Software
MBEANN: mutation-based evolving artificial neural networks
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
Efficient learning of neural networks with evolutionary algorithms
Proceedings of the 29th DAGM conference on Pattern recognition
A new evolutionary neural network and its application for the extraction of vegetation anomalies
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Using a genetic algorithm for editing k-nearest neighbor classifiers
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Avoiding local minima in feedforward neural networks by simultaneous learning
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Evolutionary single-position automated trading
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Bio-inspired computing: constituents and challenges
International Journal of Bio-Inspired Computation
A notable swarm approach to evolve neural network for classification in data mining
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis
Neural Processing Letters
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training
Neural Processing Letters
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
A novel similarity-based crossover for artificial neural network evolution
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Classification by evolutionary generalised radial basis functions
International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems
Fuzzy ARTMAP and hybrid evolutionary programming for pattern classification
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Expert Systems with Applications: An International Journal
A new hybrid ant colony optimization algorithm for feature selection
Expert Systems with Applications: An International Journal
Resource awareness in computational intelligence
International Journal of Advanced Intelligence Paradigms
Environments conducive to evolution of modularity
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Enhancing cellular automata by an embedded generalized multi-layer perceptron
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
A cooperative evolutionary system for designing neural networks
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Evolving neural networks with maximum AUC for imbalanced data classification
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Simultaneous evolution of neural network topologies and weights for classification and regression
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Time delay dynamic fuzzy networks for time series prediction
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
A two-stage evolutionary algorithm based on sensitivity and accuracy for multi-class problems
Information Sciences: an International Journal
A group search optimizer for neural network training
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
A multi-objective neural network based method for cover crop identification from remote sensed data
Expert Systems with Applications: An International Journal
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
An evolutionary artificial neural networks approach for breast cancer diagnosis
Artificial Intelligence in Medicine
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
Simultaneous optimization of artificial neural networks for financial forecasting
Applied Intelligence
Modular symbiotic adaptive neuro evolution for high dimensionality classificatory problems
Intelligent Decision Technologies
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Design Ensemble Machine Learning Model for Breast Cancer Diagnosis
Journal of Medical Systems
A Swarm Optimized Neural Network System for Classification of Microcalcification in Mammograms
Journal of Medical Systems
Breast Cancer Diagnosis Using Optimized Attribute Division in Modular Neural Networks
Journal of Information Technology Research
Evolutionary artificial neural networks: a review
Artificial Intelligence Review
EvoGeneSys, a new evolutionary approach to graph generation
Applied Soft Computing
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Short term wind speed forecasting with evolved neural networks
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Proceedings of Workshop on Machine Learning for Sensory Data Analysis
Robust Neuroevolutionary Identification of Nonlinear Nonstationary Objects
Cybernetics and Systems Analysis
Global Artificial Bee Colony-Levenberq-Marquardt GABC-LM Algorithm for Classification
International Journal of Applied Evolutionary Computation
Evolving multilayer feedforward neural network using adaptive particle swarm algorithm
International Journal of Hybrid Intelligent Systems
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This paper presents a new evolutionary system, i.e., EPNet, for evolving artificial neural networks (ANNs). The evolutionary algorithm used in EPNet is based on Fogel's evolutionary programming (EP). Unlike most previous studies on evolving ANN's, this paper puts its emphasis on evolving ANN's behaviors. Five mutation operators proposed in EPNet reflect such an emphasis on evolving behaviors. Close behavioral links between parents and their offspring are maintained by various mutations, such as partial training and node splitting. EPNet evolves ANN's architectures and connection weights (including biases) simultaneously in order to reduce the noise in fitness evaluation. The parsimony of evolved ANN's is encouraged by preferring node/connection deletion to addition. EPNet has been tested on a number of benchmark problems in machine learning and ANNs, such as the parity problem, the medical diagnosis problems, the Australian credit card assessment problem, and the Mackey-Glass time series prediction problem. The experimental results show that EPNet can produce very compact ANNs with good generalization ability in comparison with other algorithms