A survey of the Hough transform
Computer Vision, Graphics, and Image Processing
A new curve detection method: randomized Hough transform (RHT)
Pattern Recognition Letters
Competitive learning algorithms for vector quantization
Neural Networks
A practical Bayesian framework for backpropagation networks
Neural Computation
Modified Hebbian learning for curve and surface fitting
Neural Networks
Randomized Hough transform (RHT): basic mechanisms, algorithms, and computational complexities
CVGIP: Image Understanding
Mathematics handbook for science and engineering
Mathematics handbook for science and engineering
Recovering 3-D motion parameters from optical flow field using randomized Hough transform
Pattern Recognition Letters
Detection of piecewise-linear signals by the randomized Hough transform
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Randomized Hough transform: improved ellipse detection with comparison
Pattern Recognition Letters
Comparison of three methods for shape recognition in the case of mine detection
Pattern Recognition Letters - Special issue on pattern recognition in practice VI
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
CBET: Acase Base Exploration Tool
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models
Neural Networks - New developments in self-organizing maps
Strip line detection and thinning by RPCL-based local PCA
Pattern Recognition Letters
Data smoothing regularization, multi-sets-learning, and problem solving strategies
Neural Networks - 2003 Special issue: Advances in neural networks research IJCNN'03
Arbitrage pricing theory-based Gaussian temporal factor analysis for adaptive portfolio management
Decision Support Systems - Special issue: Data mining for financial decision making
A feature extraction unsupervised neural network for an environmental data set
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Improved system for object detection and star/galaxy classification via local subspace analysis
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Adaptive mixtures of local experts
Neural Computation
On convergence properties of the em algorithm for gaussian mixtures
Neural Computation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Temporal BYY learning for state space approach, hidden Markovmodel, and blind source separation
IEEE Transactions on Signal Processing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Computational Biology and Chemistry
Optical flow estimation and moving object segmentation based on median radial basis function network
IEEE Transactions on Image Processing
BYY harmony learning, independent state space, and generalized APT financial analyses
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Temporal BYY encoding, Markovian state spaces, and space dimension determination
IEEE Transactions on Neural Networks
Rival penalized competitive learning for clustering analysis, RBF net, and curve detection
IEEE Transactions on Neural Networks
A Comparative Study on Data Smoothing Regularization for Local Factor Analysis
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Multiple ellipses detection in noisy environments: A hierarchical approach
Pattern Recognition
Bayesian Ying Yang system, best harmony learning, and Gaussian manifold based family
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Machine learning problems from optimization perspective
Journal of Global Optimization
Advanced hough transform using a multilayer fractional fourier method
IEEE Transactions on Image Processing
Energy based competitive learning
Neurocomputing
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A comparative study of RPCL and MCE based discriminative training methods for LVCSR
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A new perspective on object tracking based on BYY and five action circling
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Matrix-Variate discriminative analysis, integrative hypothesis testing, and geno-pheno a5 analyzer
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
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On one hand, multiple object detection approaches of Hough transform (HT) type and randomized HT type have been extended into an evidence accumulation featured general framework for problem solving, with five key mechanisms elaborated and several extensions of HT and RHT presented. On the other hand, another framework is proposed to integrate typical multi-learner based approaches for problem solving, particularly on Gaussian mixture based data clustering and local subspace learning, multi-sets mixture based object detection and motion estimation, and multi-agent coordinated problem solving. Typical learning algorithms, especially those that base on rival penalized competitive learning (RPCL) and Bayesian Ying-Yang (BYY) learning, are summarized from a unified perspective with new extensions. Furthermore, the two different frameworks are not only examined with one viewed crossly from a perspective of the other, with new insights and extensions, but also further unified into a general problem solving paradigm that consists of five basic mechanisms in terms of acquisition, allocation, amalgamation, admission, and affirmation, or shortly A5 paradigm.