Machine Learning
From MaRDI portal
Publication:2891519
DOI10.1017/CBO9780511973000zbMath1267.68010OpenAlexW4234556776MaRDI QIDQ2891519
Publication date: 15 June 2012
Full work available at URL: https://doi.org/10.1017/cbo9780511973000
Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to computer science (68-02)
Related Items (34)
Research on three-step accelerated gradient algorithm in deep learning ⋮ Clustering algorithm based on feature space partitioning ⋮ On Tackling Explanation Redundancy in Decision Trees ⋮ Simple heuristic for data-driven computational elasticity with material data involving noise and outliers: a local robust regression approach ⋮ Fully polynomial-time approximation scheme for a special case of a quadratic Euclidean 2-clustering problem ⋮ On the complexity of some quadratic Euclidean 2-clustering problems ⋮ A randomized algorithm for finding a subset of vectors with the maximum Euclidean norm of their sum ⋮ A fully polynomial-time approximation scheme for a sequence 2-cluster partitioning problem ⋮ Cost-sensitive boosting algorithms: do we really need them? ⋮ Continuous discovery of causal nets for non-stationary business processes using the Online Miner ⋮ Mathematical methods of randomized machine learning ⋮ Logical approach to finding outliers in data ⋮ \textsc{PeerNomination}: a novel peer selection algorithm to handle strategic and noisy assessments ⋮ Formal concept analysis approach to understand digital evidence relationships ⋮ Regression diagnostics meets forecast evaluation: conditional calibration, reliability diagrams, and coefficient of determination ⋮ Моделирование политических взглядов российских пользователей социальной сети ВКонтакте ⋮ Multi-dimensional Bayesian network classifiers for partial label ranking ⋮ Ensemble learning for the partial label ranking problem ⋮ Aggregative quantification for regression ⋮ Instance spaces for machine learning classification ⋮ Dynamical Symmetries and Model Validation ⋮ Forecasting of Cryptocurrency Prices Using Machine Learning ⋮ Constraint acquisition ⋮ Empirical decision model learning ⋮ Discovery without a `logic' would be a miracle ⋮ Automatic synthesis of constraints from examples using mixed integer linear programming ⋮ Learning decision trees with flexible constraints and objectives using integer optimization ⋮ Ellipsoidal one-class constraint acquisition for quadratically constrained programming ⋮ A hybrid and exploratory approach to knowledge discovery in metabolomic data ⋮ Randomized machine learning procedures ⋮ A survey of active learning in collaborative filtering recommender systems ⋮ Revisiting the optimal probability estimator from small samples for data mining ⋮ A perfect politician for social networks: an approach to analyzing ideological preferences of users ⋮ Stochastic generalized gradient methods for training nonconvex nonsmooth neural networks
Uses Software
This page was built for publication: Machine Learning