Verfügbarkeit: Machine Learning, Optimization, and Big Data

Machine Learning, Optimization, and Big Data: First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers

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Bibliographische Detailangaben
Weitere Verfasser:	Pardalos, Panos M. 1954- (HerausgeberIn), Pavone, Mario 1941- (HerausgeberIn), Farinella, Giovanni Maria (HerausgeberIn), Cutello, Vincenzo (HerausgeberIn)
Format:	Elektronisch Tagungsbericht E-Book
Sprache:	English
Veröffentlicht:	Cham Springer [2015]
Schriftenreihe:	Lecture Notes in Computer Science 9432
Schlagworte:	Computer science Computers Algorithms Database management Information storage and retrieval Artificial intelligence Computer Science Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Artificial Intelligence (incl. Robotics) Computation by Abstract Devices Database Management Information Storage and Retrieval Informatik Künstliche Intelligenz Big Data Optimierung Maschinelles Lernen Konferenzschrift
Online-Zugang:	DE-355 DE-703 Volltext Abstract Inhaltsverzeichnis
Beschreibung:	1 Online-Ressource (XV, 372 Seiten) 115 Illustrationen
ISBN:	9783319279268 9783319279251
DOI:	10.1007/978-3-319-27926-8

Internformat

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Datensatz im Suchindex

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adam_text	MACHINE LEARNING, OPTIMIZATION, AND BIG DATA / : 2015 ABSTRACT / INHALTSTEXT THIS 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. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MACHINE LEARNING, OPTIMIZATION, AND BIG DATA / : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS LEARNING 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 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spelling	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers Panos, Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.) Cham Springer [2015] © 2015 1 Online-Ressource (XV, 372 Seiten) 115 Illustrationen txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9432 Computer science Computers Algorithms Database management Information storage and retrieval Artificial intelligence Computer Science Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Artificial Intelligence (incl. Robotics) Computation by Abstract Devices Database Management Information Storage and Retrieval Informatik Künstliche Intelligenz Big Data (DE-588)4802620-7 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift gnd-content Informatik (DE-588)4026894-9 s Maschinelles Lernen (DE-588)4193754-5 s Optimierung (DE-588)4043664-0 s Big Data (DE-588)4802620-7 s DE-604 Pardalos, Panos M. 1954- (DE-588)115385827 edt Pavone, Mario 1941- edt Farinella, Giovanni Maria edt Cutello, Vincenzo edt MOD 1. 2015 Taormina (DE-588)1081667931 oth Lecture Notes in Computer Science 9432 (DE-604)BV014880109 9432 https://doi.org/10.1007/978-3-319-27926-8 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826992&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826992&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers Lecture Notes in Computer Science Computer science Computers Algorithms Database management Information storage and retrieval Artificial intelligence Computer Science Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Artificial Intelligence (incl. Robotics) Computation by Abstract Devices Database Management Information Storage and Retrieval Informatik Künstliche Intelligenz Big Data (DE-588)4802620-7 gnd Informatik (DE-588)4026894-9 gnd Optimierung (DE-588)4043664-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
subject_GND	(DE-588)4802620-7 (DE-588)4026894-9 (DE-588)4043664-0 (DE-588)4193754-5 (DE-588)1071861417
title	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers
title_auth	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers
title_exact_search	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers
title_full	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers Panos, Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.)
title_fullStr	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers Panos, Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.)
title_full_unstemmed	Machine Learning, Optimization, and Big Data First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers Panos, Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.)
title_short	Machine Learning, Optimization, and Big Data
title_sort	machine learning optimization and big data first international workshop mod 2015 taormina sicily italy july 21 23 2015 revised selected papers
title_sub	First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015 : Revised Selected Papers
topic	Computer science Computers Algorithms Database management Information storage and retrieval Artificial intelligence Computer Science Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Artificial Intelligence (incl. Robotics) Computation by Abstract Devices Database Management Information Storage and Retrieval Informatik Künstliche Intelligenz Big Data (DE-588)4802620-7 gnd Informatik (DE-588)4026894-9 gnd Optimierung (DE-588)4043664-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Computer science Computers Algorithms Database management Information storage and retrieval Artificial intelligence Computer Science Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Artificial Intelligence (incl. Robotics) Computation by Abstract Devices Database Management Information Storage and Retrieval Informatik Künstliche Intelligenz Big Data Optimierung Maschinelles Lernen Konferenzschrift
url	https://doi.org/10.1007/978-3-319-27926-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826992&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826992&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV014880109
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