Evolving Connectionist Systems: The Knowledge Engineering Approach

2008 Special issue: Integrating evolving brain-gene ontology and connectionist-based system for modeling and knowledge discovery

Neural Networks

Fast and adaptive network of spiking neurons for multi-view visual pattern recognition

Neurocomputing

Multilogistic regression by means of evolutionary product-unit neural networks

Neural Networks

Clustering and co-evolution to construct neural network ensembles: An experimental study

Neural Networks

Integrative connectionist learning systems inspired by nature: current models, future trends and challenges

Natural Computing: an international journal

Dynamically constructing user profiles with similarity-based online incremental clustering

International Journal of Advanced Intelligence Paradigms

2009 Special Issue: Integrated feature and parameter optimization for an evolving spiking neural network: Exploring heterogeneous probabilistic models

Neural Networks

Neural networks letter: To spike or not to spike: A probabilistic spiking neuron model

Neural Networks

Computational Intelligence Methods for Discovering Diagnostic Gene Targets about aGVHD

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009

Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

A Novel Evolving Clustering Algorithm with Polynomial Regression for Chaotic Time-Series Prediction

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

Evolving granular classification neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Quantum-inspired feature and parameter optimisation of evolving spiking neural networks with a case study from ecological modeling

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

An evolving fuzzy neural network based on the mapping of similarities

IEEE Transactions on Fuzzy Systems

Integrative probabilistic evolving spiking neural networks utilising quantum inspired evolutionary algorithm: a computational framework

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Improved sparse bump modeling for electrophysiological data

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Anomaly intrusion detection for evolving data stream based on semi-supervised learning

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Personalised modelling for multiple time-series data prediction: a preliminary investigation in Asia Pacific stock market indexes movement

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Granular approach for evolving system modeling

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

Machine learning and personalized modeling based gene selection for acute GvHD gene expression data analysis

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Evolving integrative brain-, gene-, and quantum inspired systems for computational intelligence and knowledge engineering

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I

Machine Learning and Personalized Modeling for Diagnosis of Acute GvHD: an Integrated Approach

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets

DC proposal

ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II

Exploring associations between changes in ambient temperature and stroke occurrence: comparative analysis using global and personalised modelling approaches

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

EEG classification with BSA spike encoding algorithm and evolving probabilistic spiking neural network

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

Adaptive kernel smoothing regression for spatio-temporal environmental datasets

Neurocomputing

Using connectionist systems for electric energy consumption forecasting in shopping centers

Automation and Remote Control

Evolving spiking neural networks and neurogenetic systems for spatio- and spectro-temporal data modelling and pattern recognition

WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence

An incremental neural network with a reduced architecture

Neural Networks

Integrating neural networks and chaotic measurements for modelling epileptic brain

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I

NeuCube evospike architecture for spatio-temporal modelling and pattern recognition of brain signals

ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition

Evolving granular neural networks from fuzzy data streams

Neural Networks

Effects of synaptic connectivity on liquid state machine performance

Neural Networks

A quantum-inspired evolutionary algorithm for optimization numerical problems

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III

Online fuzzy time series analysis based on entropy discretization and a Fast Fourier Transform

Applied Soft Computing

Modeling a shape memory alloy actuator using an evolvable recursive black-box and hybrid heuristic algorithms inspired based on the annual migration of salmons in nature

Applied Soft Computing

Uninorm based evolving neural networks and approximation capabilities

Neurocomputing

NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

Neural Networks

kENFIS: kNN-based evolving neuro-fuzzy inference system for computer worms detection

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology