Connectionist learning procedures
Artificial Intelligence
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Learning by Conjugate Gradients
Proceedings of the 6th International Meeting of Young Computer Scientists on Aspects and Prospects of Theoretical Computer Science
Behaviour in 0 of the Neural Networks Training Cost
Neural Processing Letters
A Variable Memory Quasi-Newton Training Algorithm
Neural Processing Letters
The Neural Solids; For optimization problems
Neural Processing Letters
A Soft Computing Approach to Road Classification
Journal of Intelligent and Robotic Systems
Learning Distributed Representations of Concepts Using Linear Relational Embedding
IEEE Transactions on Knowledge and Data Engineering
Combining Belief Networks and Neural Networks for Scene Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian learning and evolutionary parameter optimization
AI Communications - Special issue on KI-2001
A global optimum approach for one-layer neural networks
Neural Computation
Products of Gaussians and probabilistic minor component analysis
Neural Computation
Representation and extrapolation in multilayer perceptrons
Neural Computation
A framework for the development of globally convergent adaptive learning rate algorithms
Progress in computer research
ALEC: An Adaptive Learning Framework for Optimizing Artificial Neural Networks
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Alternate Methods in Reservoir Simulation
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Hybrid Intelligent Systems for Stock Market Analysis
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Is Neural Network a Reliable Forecaster on Earth? A MARS Query!
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Proceedings of the Second European Workshop on Genetic Programming
Bayesian Learning and Evolutionary Parameter Optimization
KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
Feedforward Neural Networks in Reinforcement Learning Applied to High-Dimensional Motor Control
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A Two Stage Neural Architecture for Segmentation and Superquadrics Recovery from Range Data
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Global Feedforward Neural Network Learning for Classification and Regression
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
MARK: a boosting algorithm for heterogeneous kernel models
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining, rough sets and granular computing
Intelligent systems: architectures and perspectives
Recent advances in intelligent paradigms and applications
Discovering efficient learning rules for feedforward neural networks using genetic programming
Recent advances in intelligent paradigms and applications
Adaptive hybrid learning for neural networks
Neural Computation
Decision support systems using hybrid neurocomputing
Design and application of hybrid intelligent systems
Neural Network Based Recognition of Smoke Signatures from Lidar Signals
Neural Processing Letters
Neural networks for assessing the failure load of a construction
Journal of Computational and Applied Mathematics - Special issue: Selected papers from the 2nd international conference on advanced computational methods in engineering (ACOMEN2002) Liege University, Belgium, 27-31 May 2002
Nonlinear V1 responses to natural scenes revealed by neural network analysis
Neural Networks - 2004 Special issue Vision and brain
Intrusion detection using an ensemble of intelligent paradigms
Journal of Network and Computer Applications - Special issue on computational intelligence on the internet
A new evolutionary method for time series forecasting
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Implementing Temporal-Difference Learning with the Scaled Conjugate Gradient Algorithm
Neural Processing Letters
Predicting probability distributions for surf height using an ensemble of mixture density networks
ICML '05 Proceedings of the 22nd international conference on Machine learning
Sign-based learning schemes for pattern classification
Pattern Recognition Letters - Special issue: Artificial neural networks in pattern recognition
A new approach for neural control of nonlinear discrete dynamic systems
Information Sciences: an International Journal
Manifold Stochastic Dynamics for Bayesian Learning
Neural Computation
Second-Order Learning Algorithm with Squared Penalty Term
Neural Computation
Improved sign-based learning algorithm derived by the composite nonlinear Jacobi process
Journal of Computational and Applied Mathematics - Special issue: The international conference on computational methods in sciences and engineering 2004
International Journal of Electronic Commerce - Special issue: Electronic intermediaries and networks in business-to-business electronic commerce
Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models
The Journal of Machine Learning Research
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence
Artificial Intelligence in Medicine
Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron
Theoretical Computer Science
The classification of human tremor signals using artificial neural network
Expert Systems with Applications: An International Journal
Interest Operator versus Gabor filtering for facial imagery classification
Pattern Recognition Letters
Intrusion detection using a fuzzy genetics-based learning algorithm
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis
The Journal of Machine Learning Research
Automatic tuning of complex fuzzy systems with Xfuzzy
Fuzzy Sets and Systems
Artificial neural network models of the rumen fermentation pattern in dairy cattle
Computers and Electronics in Agriculture
Sequential Bayesian kernel modelling with non-Gaussian noise
Neural Networks
Signal processing for functional analysis of protein mutants
International Journal of Bioinformatics Research and Applications
An empirical evaluation of constructive neural network algorithms in classification tasks
International Journal of Innovative Computing and Applications
Neural Computation
Deterministic neural classification
Neural Computation
Rating organ failure via adverse events using data mining in the intensive care unit
Artificial Intelligence in Medicine
Hourly ozone prediction for a 24-h horizon using neural networks
Environmental Modelling & Software
Variable step search algorithm for feedforward networks
Neurocomputing
Computer Methods and Programs in Biomedicine
A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks
Neural Processing Letters
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Realization of an Improved Adaptive Neuro-Fuzzy Inference System in DSP
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Efficient Weight Learning for Markov Logic Networks
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Multilayer Perceptrons for Bio-inspired Friction Estimation
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Gradient Vector Flow Fields and Spiculated Mass Detection in Digital Mammography Images
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
KANTS: Artifical Ant System for Classification
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
Nuclear Reactor Reactivity Prediction Using Feed Forward Artificial Neural Networks
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Neuro-evolutionary Decision Support System for Financial Time Series Analysis
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
An Improved Connectionist Translator between Natural Languages
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Coupling of scales in a multiscale simulation using neural networks
Computers and Structures
Computer-aided diagnosis system for retinal diseases in medical imaging
WSEAS TRANSACTIONS on SYSTEMS
Facial age estimation by nonlinear aging pattern subspace
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Single and multiple time-point prediction models in kidney transplant outcomes
Journal of Biomedical Informatics
Combined input variable selection and model complexity control for nonlinear regression
Pattern Recognition Letters
Just Add Weights: Markov Logic for the Semantic Web
Uncertainty Reasoning for the Semantic Web I
Early prostate cancer diagnosis by using artificial neural networks and support vector machines
Expert Systems with Applications: An International Journal
Technical data mining with evolutionary radial basis function classifiers
Applied Soft Computing
Approximation BFGS methods for nonlinear image restoration
Journal of Computational and Applied Mathematics
Bio-inspired and gradient-based algorithms to train MLPs: The influence of diversity
Information Sciences: an International Journal
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem
Expert Systems with Applications: An International Journal
Estimation of heat transfer in oscillating annular flow using artifical neural networks
Advances in Engineering Software
A novel modular neural network for imbalanced classification problems
Pattern Recognition Letters
Comparative study of fuzzy methods for response integration in ensemble neural networks
International Journal of Advanced Intelligence Paradigms
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
Application of high frequency ground wave radar to detect the targets of variable acceleration
ECC'08 Proceedings of the 2nd conference on European computing conference
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Concept of a Multi-Agent System for Assisting in Real Estate Appraisals
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Self-scaled conjugate gradient training algorithms
Neurocomputing
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Domains of Competence of Artificial Neural Networks Using Measures of Separability of Classes
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A Neural Recognition System for Manufactured Objects
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
COMPUCHEM'08 Proceedings of the 2nd WSEAS international conference on Computational chemistry
A pixel-based digital photo authentication framework via demosaicking inter-pixel correlation
Proceedings of the 11th ACM workshop on Multimedia and security
Neural networks as material models within a multiscale approach
Computers and Structures
ISTASC'09 Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation
A new method for sleep apnea classification using wavelets and feedforward neural networks
Artificial Intelligence in Medicine
A dynamic approach to reduce preemption in book-ahead reservation in QoS-enabled networks
Computer Communications
Parameter estimation for harmonics by the quadratic interpolation
AsiaMS '07 Proceedings of the IASTED Asian Conference on Modelling and Simulation
IEEE Transactions on Neural Networks
Determining the number of real roots of polynomials through neural networks
Computers & Mathematics with Applications
A Multi-agent System to Assist with Real Estate Appraisals Using Bagging Ensembles
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Statistical Utterance Selection Using Word Co-occurrence for a Dialogue Agent
PRIMA '09 Proceedings of the 12th International Conference on Principles of Practice in Multi-Agent Systems
A new supervised local modelling classifier based on information theory
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Combining artificial neural network and particle swarm system for time series forecasting
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Video steganalysis using motion estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Loadability margin calculation of power system with SVC using artificial neural network
Engineering Applications of Artificial Intelligence
Environmental Modelling & Software
A new approach for neural control of nonlinear discrete dynamic systems
Information Sciences: an International Journal
WSEAS Transactions on Mathematics
Group search optimizer: an optimization algorithm inspired by animal searching behavior
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Neural network architecture selection: can function complexity help?
Neural Processing Letters
Comparison of data driven models for the valuation of residential premises using KEEL
International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
CO$^2$RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market
International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
International Journal of Artificial Intelligence and Soft Computing
Linear least-squares based methods for neural networks learning
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
A hybrid neural network and ARIMA model for water quality time series prediction
Engineering Applications of Artificial Intelligence
Discovering stock market trading rules using multi-layer perceptrons
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Automatic creation of tile size selection models
Proceedings of the 8th annual IEEE/ACM international symposium on Code generation and optimization
Neural network processing for multiset data
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Topology aware internet traffic forecasting using neural networks
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
VWPS: a ventilator weaning prediction system with artificial intelligence
ICMB'08 Proceedings of the 1st international conference on Medical biometrics
Development of an adaptive neuro-fuzzy classifier using linguistic hedges: Part 1
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An intelligent automatic face contour prediction system
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Evolving fuzzy systems based on the eTS learning algorithm for the valuation of residential premises
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Probabilistic inductive logic programming
Modelling the rainfall-runoff data of susurluk basin
Expert Systems with Applications: An International Journal
Relevance units latent variable model and nonlinear dimensionality reduction
IEEE Transactions on Neural Networks
So near and yet so far: New insight into properties of some well-known classifier paradigms
Information Sciences: an International Journal
ANN and ANFIS models for performance evaluation of a vertical ground source heat pump system
Expert Systems with Applications: An International Journal
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training
Neural Processing Letters
Neural network ensembles: immune-inspired approaches to the diversity of components
Natural Computing: an international journal
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets
Pattern Recognition Letters
Neural network based software system for hemodynamic simulation
NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
Artificial Intelligence in Medicine
Variational inference for Student-t MLP models
Neurocomputing
Using computational intelligence to identify performance bottlenecks in a computer system
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Detecting DDoS attack towards DNS server using a neural network classifier
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Hybrid associative retrieval of three-dimensional models
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An application of neural networks for harmonic coefficients and relative phase shifts detection
Expert Systems with Applications: An International Journal
Intelligent process modeling and optimization of die-sinking electric discharge machining
Applied Soft Computing
Machine scheduling in custom furniture industry through neuro-evolutionary hybridization
Applied Soft Computing
Expert Systems with Applications: An International Journal
CSECS '10 Proceedings of the 9th WSEAS international conference on Circuits, systems, electronics, control & signal processing
Generative Structure Learning for Markov Logic Networks
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Efficiency of local models ensembles for time series prediction
Expert Systems with Applications: An International Journal
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Single and sparse view 3D reconstruction by learning shape priors
Computer Vision and Image Understanding
Artificial neural network-based system for PET volume segmentation
Journal of Biomedical Imaging
MaculaTEST: computer aided diagnosis system for macular diseases
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Transfer latent variable model based on divergence analysis
Pattern Recognition
Segmentation of the carotid artery in ultrasound images using neural networks
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Probabilistic feature extraction from multivariate time series using spatio-temporal constraints
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Model selection with PLANN-CR-ARD
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Proceedings of the 15th WSEAS international conference on Systems
Classifying Epilepsy Diseases Using Artificial Neural Networks and Genetic Algorithm
Journal of Medical Systems
Information Sciences: an International Journal
Scalability analysis of ANN training algorithms with feature selection
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A summary on the study of the medium-term forecasting of the extra-virgen olive oil price
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A combined classifier of cry units with new acoustic attributes
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Foetal motion classification using optical flow displacement histograms
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Training multi-layer perceptrons using minimin approach
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Automatic segmentation of putamen from brain MRI
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Expert Systems with Applications: An International Journal
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Alternate learning algorithm on multilayer perceptrons
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Automatic MLP weight regularization on mineralization prediction tasks
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Extension of the generalization complexity measure to real valued input data sets
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
A new two-step gradient-based backpropagation training method for neural networks
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
Long-Term prediction of discharges in manwan reservoir using artificial neural network models
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Neural networks for detecting cyclic behavior in autocorrelated process
Computers and Industrial Engineering
AI methods in solving systems of interval linear equations
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A MLP classifier for both printed and handwritten bangla numeral recognition
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A fast classification algorithm based on local models
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
One-to-many neural network mapping techniques for face image synthesis
Expert Systems with Applications: An International Journal
Improvement of quality perception for black CTC tea by means of an electronic tongue
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Neural network diagnostic system for dengue patients risk classification
Journal of Medical Systems
Multilayer perceptron for prediction of 2006 world cup football game
Advances in Artificial Neural Systems
Classifying the risk of work related low back disorders due to manual material handling tasks
Expert Systems with Applications: An International Journal
Coupled hierarchical IR and stochastic models for surface information extraction
IRSG'98 Proceedings of the 20th Annual BCS-IRSG conference on Information Retrieval Research
Urinary nucleosides as potential tumor markers evaluated by learning vector quantization
Artificial Intelligence in Medicine
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Soft biometric classification using local appearance periocular region features
Pattern Recognition
ANN application in emotional speech analysis
International Journal of Data Analysis Techniques and Strategies
Expert Systems with Applications: An International Journal
A system for behavior prediction based on neural signals
Neurocomputing
Magnified gradient function to improve first-order gradient-based learning algorithms
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
An incremental neural network with a reduced architecture
Neural Networks
Document-level sentiment classification: An empirical comparison between SVM and ANN
Expert Systems with Applications: An International Journal
Lifted online training of relational models with stochastic gradient methods
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Increasing the efficiency of quicksort using a neural network based algorithm selection model
Information Sciences: an International Journal
Hand vein recognition based on feature coding
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Toward the scalability of neural networks through feature selection
Expert Systems with Applications: An International Journal
Reliable probabilistic classification with neural networks
Neurocomputing
Content-based texture image retrieval using fuzzy class membership
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
A methodology for embedded classification of heartbeats using random projections
Proceedings of the Conference on Design, Automation and Test in Europe
Large-margin multi-view Gaussian process for image classification
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Probabilistic movement modeling for intention inference in human-robot interaction
International Journal of Robotics Research
Classification of GPS Satellites Using Improved Back Propagation Training Algorithms
Wireless Personal Communications: An International Journal
Model comparison in Emergency Severity Index level prediction
Expert Systems with Applications: An International Journal
Activity classification with empirical RF propagation modeling in body area networks
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Lung cancer classification using neural networks for CT images
Computer Methods and Programs in Biomedicine
Information Sciences: an International Journal
A novel approach to polarimetric SAR data processing based on Nonlinear PCA
Pattern Recognition
International Journal of Applied Evolutionary Computation
A neuro-fuzzy approach in the classification of students' academic performance
Computational Intelligence and Neuroscience
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A supervised learning algorithm (Scaled Conjugate Gradient, SCG) is introduced. The performance of SCG is benchmarked against that of the standard back propagation algorithm (BP) (Rumelhart, Hinton, & Williams, 1986), the conjugate gradient algorithm with line search (CGL) (Johansson, Dowla, & Goodman, 1990) and the one-step Broyden-Fletcher-Goldfarb-Shanno memoriless quasi-Newton algorithm (BFGS) (Battiti, 1990). SCG is fully-automated, includes no critical user-dependent parameters, and avoids a time consuming line search, which CGL and BFGS use in each iteration in order to determine an appropriate step size. Experiments show that SCG is considerably faster than BP, CGL, and BFGS.