Robust trainability of single neurons
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructive higher-order network that is polynomial time
Neural Networks
Neural Computation
A penalty-function approach for pruning feedforward neural networks
Neural Computation
Controlling hidden layer capacity through lateral connections
Neural Computation
On-line Successive Synthesis of Wavelet Networks
Neural Processing Letters
Extended Kalman filter-based pruning method for recurrent neural networks
Neural Computation
Parsimonious Least Norm Approximation
Computational Optimization and Applications
Pruning using parameter and neuronal metrics
Neural Computation
Evolving Multilayer Perceptrons
Neural Processing Letters
A Simple Neural Network Pruning Algorithm with Application to Filter Synthesis
Neural Processing Letters
Training Algorithm with Incomplete Data for Feed-ForwardNeural Networks
Neural Processing Letters
Sensitivity Analysis for Decision Boundaries
Neural Processing Letters
Active learning in neural networks
New learning paradigms in soft computing
Aircraft Detection: A Case Study in Using Human Similarity Measure
IEEE Transactions on Pattern Analysis and Machine Intelligence
Symbolical Reasoning about Numerical Data: A Hybrid Approach
Applied Intelligence
Mathematical Programming in Data Mining
Data Mining and Knowledge Discovery
A methodology to explain neural network classification
Neural Networks
Letter to the editor: response
Neural Networks
Advances in Feedforward Neural Networks: Demystifying Knowledge Acquiring Black Boxes
IEEE Transactions on Knowledge and Data Engineering
Neural network pruning with Tukey-Kramer multiple comparison procedure
Neural Computation
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Selective Learning for Multilayer Feedforward Neural Networks
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
Pattern Recognition and Neural Networks
Machine Learning and Its Applications, Advanced Lectures
Structuring Neural Networks through Bidirectional Clustering of Weights
DS '02 Proceedings of the 5th International Conference on Discovery Science
Model Complexity and Algorithm Selection in Classification
DS '02 Proceedings of the 5th International Conference on Discovery Science
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
On different facets of regularization theory
Neural Computation
Discovery of comprehensible symbolic rules in a neural network
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
An introduction to variable and feature selection
The Journal of Machine Learning Research
Mlps (mono layer polynomials and multi layer perceptrons) for nonlinear modeling
The Journal of Machine Learning Research
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Designing neural network architectures for pattern recognition
The Knowledge Engineering Review
SINBAD automation of scientific discovery: From factor analysis to theory synthesis
Natural Computing: an international journal
EvoFIT: A holistic, evolutionary facial imaging technique for creating composites
ACM Transactions on Applied Perception (TAP)
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Randomized Variable Elimination
The Journal of Machine Learning Research
Data Mining for Case-Based Reasoning in High-Dimensional Biological Domains
IEEE Transactions on Knowledge and Data Engineering
Neural and Wavelet Network Models for Financial Distress Classification
Data Mining and Knowledge Discovery
Graph grammar encoding and evolution of automata networks
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Architecture-Independent Approximation of Functions
Neural Computation
Robust Full Bayesian Learning for Radial Basis Networks
Neural Computation
Gradient-Based Optimization of Hyperparameters
Neural Computation
Classification-based objective functions
Machine Learning
Neurocontroller Analysis via Evolutionary Network Minimization
Artificial Life
A framework to deal with interference in connectionist systems
AI Communications
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Neural input selection-A fast model-based approach
Neurocomputing
Environmental Modelling & Software
Minimum reference set based feature selection for small sample classifications
Proceedings of the 24th international conference on Machine learning
Integrating support vector machines and neural networks
Neural Networks
Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Robustness of radial basis functions
Neurocomputing
Information Sciences: an International Journal
Modeling consumer situational choice of long distance communication with neural networks
Decision Support Systems
Learning and generalization in cascade network architectures
Neural Computation
Pruning from adaptive regularization
Neural Computation
Integration and differentiation in dynamic recurrent neural networks
Neural Computation
International Journal of Knowledge-based and Intelligent Engineering Systems
Multiclass SVM-RFE for product form feature selection
Expert Systems with Applications: An International Journal
A neural-network-based context-aware handoff algorithm for multimedia computing
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Stock Index Prediction Based on Adaptive Training and Pruning Algorithm
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Structure Automatic Change in Neural Network
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Combined input variable selection and model complexity control for nonlinear regression
Pattern Recognition Letters
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Feature Discovery by Enhancement and Relaxation of Competitive Units
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
A Parallel Incremental Learning Algorithm for Neural Networks with Fault Tolerance
High Performance Computing for Computational Science - VECPAR 2008
How many hidden layers and nodes?
International Journal of Remote Sensing
Evolutionary Artificial Neural Network Design and Training for wood veneer classification
Engineering Applications of Artificial Intelligence
Artificial neural network reduction through oracle learning
Intelligent Data Analysis
Enhancing and Relaxing Competitive Units for Feature Discovery
Neural Processing Letters
Translation model pruning via usage statistics for statistical machine translation
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Avoiding overfitting with BP-SOM
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
A hybrid fuzzy-neural expert system for diagnosis
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Mutual information-based SVM-RFE for diagnostic classification of digitized mammograms
Pattern Recognition Letters
Speech recognition using augmented conditional random fields
IEEE Transactions on Audio, Speech, and Language Processing
A new adaptive merging and growing algorithm for designing artificial neural networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
"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 novel pruning algorithm for self-organizing neural network
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
A self-organizing neural network using fast training and pruning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
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
A neural network pruning approach based on compressive sampling
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Efficient Nonlinear Predictive Control Based on Structured Neural Models
International Journal of Applied Mathematics and Computer Science
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and 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 network architecture selection: can function complexity help?
Neural Processing Letters
Divide and Conquer Neural Networks
Neural Networks
Real-time analysis of ships in radar images with neural networks
Pattern Recognition
Selecting salient features for classification committees
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
An efficient search strategy for feature selection using Chow-Liu trees
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
SVM-RFE with relevancy and redundancy criteria for gene selection
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Optimal brain surgeon for general dynamic neural networks
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
The importance of dilution in the inference of biological networks
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
IEEE Transactions on Neural Networks
A greedy algorithm for gene selection based on SVM and correlation
International Journal of Bioinformatics Research and Applications
Nonlinear regression model generation using hyperparameter optimization
Computers & Mathematics with Applications
On the selection of weight decay parameter for faulty networks
IEEE Transactions on Neural Networks
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Differential learning leads to efficient neural network classifiers
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
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Neuro-genetic system for stock index prediction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Expert Systems with Applications: An International Journal
Optimizing decision making with neural networks in software agents
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Neural network topology optimization
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Induced weights artificial neural network
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
A pattern discovery approach to retail fraud detection
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Hybrid artificial neural networks: models, algorithms and data
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Weighted mutual information for feature selection
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Feature selection for support vector machines with RBF kernel
Artificial Intelligence Review
Intelligent machine agent architecture for adaptive control optimization of manufacturing processes
Advanced Engineering Informatics
Nonlinear predictive control based on neural multi-models
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
A Novel Pruning Algorithm for Optimizing Feedforward Neural Network of Classification Problems
Neural Processing Letters
Using ensemble feature selection approach in selecting subset with relevant features
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A novel approach for simplifying neural networks by identifying decoupling inputs
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Ammonium estimation in a biological wastewater plant using feedforward neural networks
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
A weighted profile based method for Protein-RNA interacting residue prediction
Transactions on Computational Systems Biology IV
Reverse Engineering the Neural Networks for Rule Extraction in Classification Problems
Neural Processing Letters
An evolutionary artificial neural networks approach for breast cancer diagnosis
Artificial Intelligence in Medicine
Generalization capability of artificial neural network incorporated with pruning method
ADCONS'11 Proceedings of the 2011 international conference on Advanced Computing, Networking and Security
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Hierarchical ANN system for stuttering identification
Computer Speech and Language
Improving neural networks classification through chaining
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Fixed budget quantized kernel least-mean-square algorithm
Signal Processing
Sparse activity and sparse connectivity in supervised learning
The Journal of Machine Learning Research
Robust feature selection based on regularized brownboost loss
Knowledge-Based Systems
Advances in Artificial Neural Systems
| Hi-index | 0.00 |