Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Pattern_recognition> ?p ?o }
- Pattern_recognition abstract "Pattern recognition is a branch of machine learning that focuses on the recognition of patterns and regularities in data, although it is in some cases considered to be nearly synonymous with machine learning. Pattern recognition systems are in many cases trained from labeled \"training\" data (supervised learning), but when no labeled data are available other algorithms can be used to discover previously unknown patterns (unsupervised learning).The terms pattern recognition, machine learning, data mining and knowledge discovery in databases (KDD) are hard to separate, as they largely overlap in their scope. Machine learning is the common term for supervised learning methods and originates from artificial intelligence, whereas KDD and data mining have a larger focus on unsupervised methods and stronger connection to business use. Pattern recognition has its origins in engineering, and the term is popular in the context of computer vision: a leading computer vision conference is named Conference on Computer Vision and Pattern Recognition. In pattern recognition, there may be a higher interest to formalize, explain and visualize the pattern, while machine learning traditionally focuses on maximizing the recognition rates. Yet, all of these domains have evolved substantially from their roots in artificial intelligence, engineering and statistics, and they've become increasingly similar by integrating developments and ideas from each other.In machine learning, pattern recognition is the assignment of a label to a given input value. In statistics, discriminant analysis was introduced for this same purpose in 1936. An example of pattern recognition is classification, which attempts to assign each input value to one of a given set of classes (for example, determine whether a given email is \"spam\" or \"non-spam\"). However, pattern recognition is a more general problem that encompasses other types of output as well. Other examples are regression, which assigns a real-valued output to each input; sequence labeling, which assigns a class to each member of a sequence of values (for example, part of speech tagging, which assigns a part of speech to each word in an input sentence); and parsing, which assigns a parse tree to an input sentence, describing the syntactic structure of the sentence.Pattern recognition algorithms generally aim to provide a reasonable answer for all possible inputs and to perform \"most likely\" matching of the inputs, taking into account their statistical variation. This is opposed to pattern matching algorithms, which look for exact matches in the input with pre-existing patterns. A common example of a pattern-matching algorithm is regular expression matching, which looks for patterns of a given sort in textual data and is included in the search capabilities of many text editors and word processors. In contrast to pattern recognition, pattern matching is generally not considered a type of machine learning, although pattern-matching algorithms (especially with fairly general, carefully tailored patterns) can sometimes succeed in providing similar-quality output of the sort provided by pattern-recognition algorithms.".
- Pattern_recognition wikiPageExternalLink pr-web.html.
- Pattern_recognition wikiPageExternalLink ocr_system.gif.
- Pattern_recognition wikiPageExternalLink pr.php.
- Pattern_recognition wikiPageExternalLink classifiers.htm.
- Pattern_recognition wikiPageExternalLink www.iapr.org.
- Pattern_recognition wikiPageExternalLink ijapr.
- Pattern_recognition wikiPageExternalLink www.jprr.org.
- Pattern_recognition wikiPageExternalLink www.openpr.org.cn.
- Pattern_recognition wikiPageExternalLink 00313203.
- Pattern_recognition wikiPageExternalLink archive.shtml.
- Pattern_recognition wikiPageID "126706".
- Pattern_recognition wikiPageLength "31522".
- Pattern_recognition wikiPageOutDegree "180".
- Pattern_recognition wikiPageRevisionID "706863019".
- Pattern_recognition wikiPageWikiLink A_priori_and_a_posteriori.
- Pattern_recognition wikiPageWikiLink Adaptive_resonance_theory.
- Pattern_recognition wikiPageWikiLink Artificial_intelligence.
- Pattern_recognition wikiPageWikiLink Artificial_neural_network.
- Pattern_recognition wikiPageWikiLink Bayes_error_rate.
- Pattern_recognition wikiPageWikiLink Bayes_rule.
- Pattern_recognition wikiPageWikiLink Bayesian_inference.
- Pattern_recognition wikiPageWikiLink Bayesian_network.
- Pattern_recognition wikiPageWikiLink Bayesian_statistics.
- Pattern_recognition wikiPageWikiLink Beta_distribution.
- Pattern_recognition wikiPageWikiLink Black_box.
- Pattern_recognition wikiPageWikiLink Boosting_(machine_learning).
- Pattern_recognition wikiPageWikiLink Bootstrap_aggregating.
- Pattern_recognition wikiPageWikiLink Branch_and_bound.
- Pattern_recognition wikiPageWikiLink Cache_language_model.
- Pattern_recognition wikiPageWikiLink Categorical_variable.
- Pattern_recognition wikiPageWikiLink Category:Formal_sciences.
- Pattern_recognition wikiPageWikiLink Category:Machine_learning.
- Pattern_recognition wikiPageWikiLink Category:Pattern_recognition.
- Pattern_recognition wikiPageWikiLink Cluster_analysis.
- Pattern_recognition wikiPageWikiLink Community_(ecology).
- Pattern_recognition wikiPageWikiLink Compound_term_processing.
- Pattern_recognition wikiPageWikiLink Computer-aided_diagnosis.
- Pattern_recognition wikiPageWikiLink Computer_vision.
- Pattern_recognition wikiPageWikiLink Conditional_random_field.
- Pattern_recognition wikiPageWikiLink Conference_on_Computer_Vision_and_Pattern_Recognition.
- Pattern_recognition wikiPageWikiLink Conjugate_prior.
- Pattern_recognition wikiPageWikiLink Contextual_image_classification.
- Pattern_recognition wikiPageWikiLink Correctness.
- Pattern_recognition wikiPageWikiLink Correlation_clustering.
- Pattern_recognition wikiPageWikiLink Covariance_matrix.
- Pattern_recognition wikiPageWikiLink Data.
- Pattern_recognition wikiPageWikiLink Data_mining.
- Pattern_recognition wikiPageWikiLink Decision_list.
- Pattern_recognition wikiPageWikiLink Decision_theory.
- Pattern_recognition wikiPageWikiLink Decision_tree.
- Pattern_recognition wikiPageWikiLink Deep_learning.
- Pattern_recognition wikiPageWikiLink Dirichlet_distribution.
- Pattern_recognition wikiPageWikiLink Discriminative_model.
- Pattern_recognition wikiPageWikiLink Distance.
- Pattern_recognition wikiPageWikiLink Document_classification.
- Pattern_recognition wikiPageWikiLink Dot_product.
- Pattern_recognition wikiPageWikiLink Engineering.
- Pattern_recognition wikiPageWikiLink Ensemble_averaging_(machine_learning).
- Pattern_recognition wikiPageWikiLink Ensemble_learning.
- Pattern_recognition wikiPageWikiLink Expected_value.
- Pattern_recognition wikiPageWikiLink Feature_extraction.
- Pattern_recognition wikiPageWikiLink Feature_selection.
- Pattern_recognition wikiPageWikiLink Feature_vector.
- Pattern_recognition wikiPageWikiLink Frequentist_inference.
- Pattern_recognition wikiPageWikiLink Gene_expression_programming.
- Pattern_recognition wikiPageWikiLink Generative_model.
- Pattern_recognition wikiPageWikiLink Handwriting_recognition.
- Pattern_recognition wikiPageWikiLink Hidden_Markov_model.
- Pattern_recognition wikiPageWikiLink Hierarchical_clustering.
- Pattern_recognition wikiPageWikiLink Hierarchical_mixture_of_experts.
- Pattern_recognition wikiPageWikiLink Image_analysis.
- Pattern_recognition wikiPageWikiLink Independent_component_analysis.
- Pattern_recognition wikiPageWikiLink Integer.
- Pattern_recognition wikiPageWikiLink Integral.
- Pattern_recognition wikiPageWikiLink K-means_clustering.
- Pattern_recognition wikiPageWikiLink K-nearest_neighbors_algorithm.
- Pattern_recognition wikiPageWikiLink Kalman_filter.
- Pattern_recognition wikiPageWikiLink Kernel_principal_component_analysis.
- Pattern_recognition wikiPageWikiLink Kriging.
- Pattern_recognition wikiPageWikiLink Level_of_measurement.
- Pattern_recognition wikiPageWikiLink Linear_discriminant_analysis.
- Pattern_recognition wikiPageWikiLink Linear_regression.
- Pattern_recognition wikiPageWikiLink List_of_datasets_for_machine_learning_research.
- Pattern_recognition wikiPageWikiLink List_of_numerical_analysis_software.
- Pattern_recognition wikiPageWikiLink List_of_numerical_libraries.
- Pattern_recognition wikiPageWikiLink Logistic_regression.
- Pattern_recognition wikiPageWikiLink Loss_function.
- Pattern_recognition wikiPageWikiLink Machine_learning.
- Pattern_recognition wikiPageWikiLink Markov_random_field.
- Pattern_recognition wikiPageWikiLink Maximum-entropy_Markov_model.
- Pattern_recognition wikiPageWikiLink Maximum_a_posteriori_estimation.
- Pattern_recognition wikiPageWikiLink Maximum_likelihood.
- Pattern_recognition wikiPageWikiLink Metaheuristic.
- Pattern_recognition wikiPageWikiLink Mixture_model.
- Pattern_recognition wikiPageWikiLink Mixture_of_experts.
- Pattern_recognition wikiPageWikiLink Multilinear_principal_component_analysis.
- Pattern_recognition wikiPageWikiLink Multilinear_subspace_learning.
- Pattern_recognition wikiPageWikiLink Multinomial_logistic_regression.
- Pattern_recognition wikiPageWikiLink Naive_Bayes_classifier.