000 04746nam a22006495i 4500
001 978-3-319-27926-8
003 DE-He213
005 20240730182659.0
007 cr nn 008mamaa
008 160105s2015 sz | s |||| 0|eng d
020 _a9783319279268
_9978-3-319-27926-8
024 7 _a10.1007/978-3-319-27926-8
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aMachine Learning, Optimization, and Big Data
_h[electronic resource] :
_bFirst International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers /
_cedited by Panos Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXV, 372 p. 115 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v9432
505 0 _aLearning with discrete least squares on multivariate polynomial spaces using evaluations at random or low-discrepancy point sets -- Automatic 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 KeypointPrediction -- 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.
520 _aThis book constitutes revised selected papers from the First International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015, held in Taormina, Sicily, Italy, in July 2015. The 32 papers presented in this volume were carefully reviewed and selected from 73 submissions. They deal with the algorithms, methods and theories relevant in data science, optimization and machine learning. .
650 0 _aApplication software.
_9128876
650 0 _aAlgorithms.
_93390
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer science.
_99832
650 0 _aDatabase management.
_93157
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aComputer and Information Systems Applications.
_9128877
650 2 4 _aAlgorithms.
_93390
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aTheory of Computation.
_9128878
650 2 4 _aDatabase Management.
_93157
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aPardalos, Panos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9128879
700 1 _aPavone, Mario.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9128880
700 1 _aFarinella, Giovanni Maria.
_eeditor.
_0(orcid)
_10000-0002-6034-0432
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9128881
700 1 _aCutello, Vincenzo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9128882
710 2 _aSpringerLink (Online service)
_9128883
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319279251
776 0 8 _iPrinted edition:
_z9783319279275
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v9432
_9128884
856 4 0 _uhttps://doi.org/10.1007/978-3-319-27926-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c91458
_d91458