Robust trainability of single neurons
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Constructive higher-order network that is polynomial time
Neural Networks
Original Contribution: Model-based neural networks
Neural Networks
Algorithms for Arabic name transliteration
IBM Journal of Research and Development
Temporal difference learning and TD-Gammon
Communications of the ACM
Global Optimization for Neural Network Training
Computer - Special issue: neural computing: companion issue to Spring 1996 IEEE Computational Science & Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Computation
A penalty-function approach for pruning feedforward neural networks
Neural Computation
Controlling hidden layer capacity through lateral connections
Neural Computation
Neural Processing Letters
2D spiral pattern recognition with possibilistic measures
Pattern Recognition Letters
Efficient adaptive learning for classification tasks with binary units
Neural Computation
Centroid based Multilayer Perceptron Networks
Neural Processing Letters
SUSTAIN: a model of human category learning
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Error recognition for rehabilitation and microsurgery
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia: Face/gesture recognition and their applications
Pruning using parameter and neuronal metrics
Neural Computation
Constructive Backpropagation for Recurrent Networks
Neural Processing Letters
Evolving Multilayer Perceptrons
Neural Processing Letters
Automated Cellular Modeling and Prediction on a Large Scale
Artificial Intelligence Review - Issues on the application of data mining
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active learning in neural networks
New learning paradigms in soft computing
Dynamic Schedule for Effective On-Line Connection Pruning
Neural Processing Letters
Smoothed Bagging with Kernel Bandwidth Selectors
Neural Processing Letters
Incremental Learning with Respect to New Incoming Input Attributes
Neural Processing Letters
Evolving the Topology and the Weights of Neural Networks Using a Dual Representation
Applied Intelligence
Application of Cascade Correlation Networks for Structures toChemistry
Applied Intelligence
CHAMP: A Prototype for Automated Cellular Churn Prediction
Data Mining and Knowledge Discovery
Time Series Prediction and Neural Networks
Journal of Intelligent and Robotic Systems
Journal of VLSI Signal Processing Systems
Hybrid Feedforward Neural Networks for Solving Classification Problems
Neural Processing Letters
Neural Processing Letters
Population-Based Learning: A Method for Learning from Examples Under Resource Constraints
IEEE Transactions on Knowledge and Data Engineering
Neural Network Model for the Automated Control of Springback in Rebars
IEEE Expert: Intelligent Systems and Their Applications
Training a single sigmoidal neuron is hard
Neural Computation
Neural Computation
Distributed learning with bagging-like performance
Pattern Recognition Letters
A Learning Algorithm for Evolving Cascade Neural Networks
Neural Processing Letters
Towards computational neural systems through developmental evolution
Emergent neural computational architectures based on neuroscience
Machines that learn to play games
Model Generation of Neural Network Ensembles Using Two-Level Cross-Validation
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
How to Automate Neural Net Based Learning
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Ensembles of Learning Machines
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
FANRE: A Fast Adaptive Neural Regression Estimator
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
ACMD: A Practical Tool for Automatic Neural Net Based Learning
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Neural Network Based Classifers for a Vast Amount of Data
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Enhanced Artificial Neurons for Network Applications
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Reactive Load Control of Parallel Transformer Operations Using Neural Networks
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Towards Computational Neural Systems through Developmental Evolution
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Pattern Recognition and Neural Networks
Machine Learning and Its Applications, Advanced Lectures
Simulating Competing Alife Organisms by Constructive Compound Neural Networks
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Data-Driven Theory Refinement Using KBDistAl
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
AISC '02/Calculemus '02 Proceedings of the Joint International Conferences on Artificial Intelligence, Automated Reasoning, and Symbolic Computation
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
The Bottom-Up Freezing: An Approach to Neural Engineering
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
An hybrid methodology for the modeling and the simulation of natural systems
Systems Analysis Modelling Simulation - Special issue: Environmental modeling and simulation
Design of structural modular neural networks with genetic algorithm
Advances in Engineering Software
A self-organising network that grows when required
Neural Networks - New developments in self-organizing maps
Hybrid nets with variable parameters: a novel approach to fast learning under backpropagation
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
Intelligent systems: architectures and perspectives
Recent advances in intelligent paradigms and applications
Perceptual Learning and Abstraction in Machine Learning
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
Adaptive speech recognition with evolving connectionist systems
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Spoken language analysis, modeling and recognition-statistical and adaptive connectionist approaches
Neural, Parallel & Scientific Computations
Towards an attentive robotic dialog partner
Proceedings of the 5th international conference on Multimodal interfaces
A functions localized neural network with branch gates
Neural Networks
Simultaneous optimization of neural network function and architecture algorithm
Decision Support Systems
An Approach to Novelty Detection Applied to the Classification of Image Regions
IEEE Transactions on Knowledge and Data Engineering
Designing neural network architectures for pattern recognition
The Knowledge Engineering Review
Combining Intelligent Techniques for Sensor Fusion
Applied Intelligence
Learning Ensembles from Bites: A Scalable and Accurate Approach
The Journal of Machine Learning Research
Nonparametric classification with polynomial MPMC cascades
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Randomized Variable Elimination
The Journal of Machine Learning Research
Function approximation on non-Euclidean spaces
Neural Networks
Employee turnover: a neural network solution
Computers and Operations Research
Graph grammar encoding and evolution of automata networks
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
Two Apparent `Counterexamples' To Marcus: A Closer Look
Minds and Machines
Universal Approximation Capability of Cascade Correlation for Structures
Neural Computation
Incremental Online Learning in High Dimensions
Neural Computation
On the Nonlearnability of a Single Spiking Neuron
Neural Computation
Feedforward Neural Network Construction Using Cross Validation
Neural Computation
Minimizing Binding Errors Using Learned Conjunctive Features
Neural Computation
Minimizing Binding Errors Using Learned Conjunctive Features
Neural Computation
Constructive Incremental Learning from Only Local Information
Neural Computation
Steel columns under fire: a neural network based strength model
Advances in Engineering Software
A Neural Network-Based Novelty Detector for Image Sequence Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Optimizing feedforward artificial neural network architecture
Engineering Applications of Artificial Intelligence
MILCS: a mutual information learning classifier system
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
MILCS: a mutual information learning classifier system
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Sequential learning in neural networks: A review and a discussion of pseudorehearsal based methods
Intelligent Data Analysis
An application of machine learning and statistics to defect detection
Intelligent Data Analysis
Fast evaluation of neural networks via confidence rating
Neurocomputing
Forming neural networks through efficient and adaptive coevolution
Evolutionary Computation
Geometrical synthesis of MLP neural networks
Neurocomputing
An empirical evaluation of constructive neural network algorithms in classification tasks
International Journal of Innovative Computing and Applications
Learning and generalization in cascade network architectures
Neural Computation
Boosting and other ensemble methods
Neural Computation
Neural Computation
Autonomous design of artificial neural networks by neurex
Neural Computation
Generalization of raster images containing patterns featuring stochastic repetitiveness
Machine Graphics & Vision International Journal
Variations of the two-spiral task
Connection Science
Connection Science
Mining Data from a Metallurgical Process by a Novel Neural Network Pruning Method
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Modulatory Influence of Motivations on a Schema-Based Architecture: A Simulative Study
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
A New Constructive Algorithm for Designing and Training Artificial Neural Networks
Neural Information Processing
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
A Comparison between Neural Network Methods for Learning Aggregate Functions
DS '08 Proceedings of the 11th International Conference on Discovery Science
A Learning Classifier System with Mutual-Information-Based Fitness
Learning Classifier Systems
Basis Expansion in Natural Actor Critic Methods
Recent Advances in Reinforcement Learning
International Journal of Systems Science
A Parallel Incremental Learning Algorithm for Neural Networks with Fault Tolerance
High Performance Computing for Computational Science - VECPAR 2008
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Graph self-organizing maps for cyclic and unbounded graphs
Neurocomputing
An incremental learning algorithm for function approximation
Advances in Engineering Software
MILCS in protein structure prediction with default hierarchies
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Incremental growth in modular neural networks
Engineering Applications of Artificial Intelligence
Evolutionary Artificial Neural Network Design and Training for wood veneer classification
Engineering Applications of Artificial Intelligence
Computational theories of mind, and Fodor's analysis of neural network behaviour
Journal of Experimental & Theoretical Artificial Intelligence
Forecast of total nitrogen in wastewater treatment plants by means techniques of soft computing
ICS'08 Proceedings of the 12th WSEAS international conference on Systems
Quantifying the impact of learning algorithm parameter tuning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Competitive coevolution through evolutionary complexification
Journal of Artificial Intelligence Research
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Steel columns under fire-a neural network based strength model
Advances in Engineering Software
Evolving logic networks with real-valued inputs for fast incremental learning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
A new adaptive merging and growing algorithm for designing artificial neural networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A decade of Kasabov's evolving connectionist systems: a review
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
The graph neural network model
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Knowledge-based recurrent neural networks in Reinforcement Learning
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Artificial neural networks as an alternative tool in pine bark volume estimation
Computers and Electronics in Agriculture
"Dead" Chromosomes and Their Elimination in the Neuro-Genetic Stock Index Prediction System
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
A new supervised local modelling classifier based on information theory
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Model reduction of neural network trees based on dimensionality reduction
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Future Generation Computer Systems
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Induction of compact neural network trees through centroid based dimensionality reduction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Neural Networks
Divide and Conquer Neural Networks
Neural Networks
Output partitioning of neural networks
Neurocomputing
Selective transfer of task knowledge using stochastic noise
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
An efficient method for pruning the multilayer perceptron based on the correlation of errors
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Cascade-connected ANN structures for indoor WLAN positioning
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
GPU implementation of the multiple back-propagation algorithm
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Unsupervised learning of echo state networks: a case study in artificial embryogeny
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Efficient learning and feature selection in high-dimensional regression
Neural Computation
A neural network model for a hierarchical spatio-temporal memory
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
A methodology for developing nonlinear models by feedforward neural networks
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Machine learning of shooting technique for controlling a robot camera
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Environmental Modelling & Software
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Using symbolic learning to improve knowledge-based neural networks
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Exploring representation-learning approaches to domain adaptation
DANLP 2010 Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language Processing
Automatic induction of bellman-error features for probabilistic planning
Journal of Artificial Intelligence Research
Neural network learning without backpropagation
IEEE Transactions on Neural Networks
Credit risk evaluation with kernel-based affine subspace nearest points learning method
Expert Systems with Applications: An International Journal
Municipal credit rating modelling by neural networks
Decision Support Systems
Pi-sigma and hidden control based self-structuring models for text-independent speaker recognition
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
New techniques for speech understanding
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II
Neuro-genetic system for stock index prediction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
A framework for the definition and generation of artificial neural networks
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Neuro-fuzzy Kolmogorov's network
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Human motion reconstruction from force sensors
SCA '11 Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Benchmarking IBHM method using NN3 competition dataset
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Interpreting hidden neurons in boolean constructive neural networks
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Neural network based algorithm for radiation dose evaluation in heterogeneous environments
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
A constructive algorithm for training heterogeneous neural network ensemble
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Environmental time series prediction by improved classical feed-forward neural networks
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Global versus local constructive function approximation for on-line reinforcement learning
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Ensemble learning with local diversity
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
A constructive algorithm for wavelet neural networks
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
On-Line reinforcement learning using cascade constructive neural networks
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Cascading customized naïve bayes couple
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Improving VG-RAM neural networks performance using knowledge correlation
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Training regression ensembles by sequential target correction and resampling
Information Sciences: an International Journal
An extended TopoART network for the stable on-line learning of regression functions
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Stochastic enforced hill-climbing
Journal of Artificial Intelligence Research
Neural networks in production control
CSCC'11 Proceedings of the 2nd international conference on Circuits, Systems, Communications & Computers
The evolution of internal representation
Mathematical and Computer Modelling: An International Journal
A novel classification method based on hypersurface
Mathematical and Computer Modelling: An International Journal
An explanation of reasoning neural networks
Mathematical and Computer Modelling: An International Journal
Book review: Review of The Mind within the Net: Models of Learning, Thinking, and Acting
Cognitive Systems Research
Multi-system-multi-operator localization in PLMN using neural networks
International Journal of Communication Systems
Privacy-preserving back-propagation and extreme learning machine algorithms
Data & Knowledge Engineering
Improving neural networks classification through chaining
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
A maximum-margin genetic algorithm for misclassification cost minimizing feature selection problem
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
A new cuckoo search based levenberg-marquardt (CSLM) algorithm
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
Toward nonlinear local reinforcement learning rules through neuroevolution
Neural Computation
Robust Neuroevolutionary Identification of Nonlinear Nonstationary Objects
Cybernetics and Systems Analysis
Mimicking human neuronal pathways in silico: an emergent model on the effective connectivity
Journal of Computational Neuroscience
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