Machine Learning

From MaRDI portal
Publication:2891519

DOI10.1017/CBO9780511973000zbMath1267.68010OpenAlexW4234556776MaRDI QIDQ2891519

Peter A. Flach

Publication date: 15 June 2012

Full work available at URL: https://doi.org/10.1017/cbo9780511973000




Related Items (34)

Research on three-step accelerated gradient algorithm in deep learningClustering algorithm based on feature space partitioningOn Tackling Explanation Redundancy in Decision TreesSimple heuristic for data-driven computational elasticity with material data involving noise and outliers: a local robust regression approachFully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problemOn the complexity of some quadratic Euclidean 2-clustering problemsA randomized algorithm for finding a subset of vectors with the maximum Euclidean norm of their sumA fully polynomial-time approximation scheme for a sequence 2-cluster partitioning problemCost-sensitive boosting algorithms: do we really need them?Continuous discovery of causal nets for non-stationary business processes using the Online MinerMathematical methods of randomized machine learningLogical approach to finding outliers in data\textsc{PeerNomination}: a novel peer selection algorithm to handle strategic and noisy assessmentsFormal concept analysis approach to understand digital evidence relationshipsRegression diagnostics meets forecast evaluation: conditional calibration, reliability diagrams, and coefficient of determinationМоделирование политических взглядов российских пользователей социальной сети ВКонтактеMulti-dimensional Bayesian network classifiers for partial label rankingEnsemble learning for the partial label ranking problemAggregative quantification for regressionInstance spaces for machine learning classificationDynamical Symmetries and Model ValidationForecasting of Cryptocurrency Prices Using Machine LearningConstraint acquisitionEmpirical decision model learningDiscovery without a `logic' would be a miracleAutomatic synthesis of constraints from examples using mixed integer linear programmingLearning decision trees with flexible constraints and objectives using integer optimizationEllipsoidal one-class constraint acquisition for quadratically constrained programmingA hybrid and exploratory approach to knowledge discovery in metabolomic dataRandomized machine learning proceduresA survey of active learning in collaborative filtering recommender systemsRevisiting the optimal probability estimator from small samples for data miningA perfect politician for social networks: an approach to analyzing ideological preferences of usersStochastic generalized gradient methods for training nonconvex nonsmooth neural networks


Uses Software



This page was built for publication: Machine Learning