%0
Generic
%T
Machine Learning, Optimization, and Big Data
First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers
%A Pardalos, Panos
%A Pavone, Mario
%A Farinella, Giovanni Maria
%A Cutello, Vincenzo
%7 1st ed. 2015
%I Springer
%@ 9783319279268
%K Computer Science
%K Computers
%K Information storage and retrieval
%K Computer science
%K Algorithms
%K Database management
%K Artificial intelligence
%K Application software.
%K Information storage and retrieval systems.
%K Konferenzschrift
%K Big Data
%K Optimierung
%D 2015
%X Literaturangaben
%X Learning with discrete least squares on multivariate polynomial spaces using evaluations at random or low-discrepancy point setsAutomatic Tuning of Algorithms through Sensitivity Minimization -- Step down and step up statistical procedures for stock selection with Sharp ratio -- Differentiating the multipoint Expected Improvement for optimal batch design -- Dynamic Detection of Transportation Modes using Keypoint Prediction -- Effect of the dynamic topology on the performance of PSO-2S algorithm for continuous optimization -- Heuristic for Site-Dependent Truck and Trailer Routing Problem with Soft and Hard Time Windows and Split Deliveries -- Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains -- Advanced Metamodeling Techniques Applied to Multidimensional Applications with Piecewise Responses -- Alternating direction method of multipliers for regularized multiclass support vector machines -- Tree-Based Response Surface Analysis -- A Single-Facility Manifold Location Routing Problem with an Application to Supply Chain Management and Robotics -- An Ecient Many-Core Implementation for Semi-Supervised Support Vector Machines -- Intent Recognition in a Simulated Maritime Multi-Agent Domain -- An Adaptive Classification Framework for Unsupervised Model Updating in Nonstationary Environments -- Global Optimization with Sparse and Local Gaussian Process Models -- Condense Mixed Convexity and Optimization with an Application in Data Service Optimization -- SoC-based pattern recognition device for Non Destructive Testing.
%C Springer
%C [Cham]
%U http://slubdd.de/katalog?TN_libero_mab2