Verfügbarkeit: Knowledge Transfer between Computer Vision and Text Mining

Knowledge Transfer between Computer Vision and Text Mining: Similarity-based Learning Approaches

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Bibliographische Detailangaben
Hauptverfasser:	Ionescu, Radu Tudor (VerfasserIn), Popescu, Marius (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer International Publishing 2016
Schriftenreihe:	Advances in Computer Vision and Pattern Recognition
Schlagworte:	Image processing Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Data Mining and Knowledge Discovery Informatik Künstliche Intelligenz Data Mining Bildverarbeitung
Online-Zugang:	BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 URL des Erstveröffentlichers Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource (XXIV, 250 p. 42 illus., 33 illus. in color)
ISBN:	9783319303673
ISSN:	2191-6586
DOI:	10.1007/978-3-319-30367-3

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Datensatz im Suchindex

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adam_text	KNOWLEDGE TRANSFER BETWEEN COMPUTER VISION AND TEXT MINING / IONESCU, RADU TUDOR : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS MOTIVATION AND OVERVIEW LEARNING BASED ON SIMILARITY PART I: KNOWLEDGE TRANSFER FROM TEXT MINING TO COMPUTER VISION STATE OF THE ART APPROACHES FOR IMAGE CLASSIFICATION LOCAL DISPLACEMENT ESTIMATION OF IMAGE PATCHES AND TEXTONS OBJECT RECOGNITION WITH THE BAG OF VISUAL WORDS MODEL PART II: KNOWLEDGE TRANSFER FROM COMPUTER VISION TO TEXT MINING STATE OF THE ART APPROACHES FOR STRING AND TEXT ANALYSIS LOCAL RANK DISTANCE NATIVE LANGUAGE IDENTIFICATION WITH STRING KERNELS SPATIAL INFORMATION IN TEXT CATEGORIZATION CONCLUSIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. KNOWLEDGE TRANSFER BETWEEN COMPUTER VISION AND TEXT MINING / IONESCU, RADU TUDOR : 2016 ABSTRACT / INHALTSTEXT THIS GROUND-BREAKING TEXT/REFERENCE DIVERGES FROM THE TRADITIONAL VIEW THAT COMPUTER VISION (FOR IMAGE ANALYSIS) AND STRING PROCESSING (FOR TEXT MINING) ARE SEPARATE AND UNRELATED FIELDS OF STUDY, PROPOUNDING THAT IMAGES AND TEXT CAN BE TREATED IN A SIMILAR MANNER FOR THE PURPOSES OF INFORMATION RETRIEVAL, EXTRACTION AND CLASSIFICATION. HIGHLIGHTING THE BENEFITS OF KNOWLEDGE TRANSFER BETWEEN THE TWO DISCIPLINES, THE TEXT PRESENTS A RANGE OF NOVEL SIMILARITY-BASED LEARNING TECHNIQUES FOUNDED ON THIS APPROACH. TOPICS AND FEATURES: DESCRIBES A VARIETY OF SIMILARITY-BASED LEARNING APPROACHES, INCLUDING NEAREST NEIGHBOR MODELS, LOCAL LEARNING, KERNEL METHODS, AND CLUSTERING ALGORITHMS PRESENTS A NEAREST NEIGHBOR MODEL BASED ON A NOVEL DISSIMILARITY FOR IMAGES, AND APPLIES THIS FOR HANDWRITTEN DIGIT RECOGNITION AND TEXTURE ANALYSIS DISCUSSES A NOVEL KERNEL FOR (VISUAL) WORD HISTOGRAMS, AS WELL AS SEVERAL KERNELS BASED ON PYRAMID REPRESENTATION, AND USES THESE FOR FACIAL EXPRESSION RECOGNITION AND TEXT CATEGORIZATION BY TOPIC INTRODUCES AN APPROACH BASED ON STRING KERNELS FOR NATIVE LANGUAGE IDENTIFICATION CONTAINS LINKS FOR DOWNLOADING RELEVANT OPEN SOURCE CODE WITH A FOREWORD BY PROF. FLORENTINA HRISTEA THIS UNIQUE WORK WILL BE OF GREAT BENEFIT TO RESEARCHERS, POSTGRADUATE AND ADVANCED UNDERGRADUATE STUDENTS INVOLVED IN MACHINE LEARNING, DATA SCIENCE, TEXT MINING AND COMPUTER VISION. DR. RADU TUDOR IONESCU IS AN ASSISTANT PROFESSOR IN THE DEPARTMENT OF COMPUTER SCIENCE AT THE UNIVERSITY OF BUCHAREST, ROMANIA. DR. MARIUS POPESCU IS AN ASSOCIATE PROFESSOR AT THE SAME INSTITUTION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Ionescu, Radu Tudor Popescu, Marius
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illustrated	Not Illustrated
indexdate	2024-07-10T07:28:30Z
institution	BVB
isbn	9783319303673
issn	2191-6586
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028961652
oclc_num	950729041
open_access_boolean
owner	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634
owner_facet	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634
physical	1 Online-Ressource (XXIV, 250 p. 42 illus., 33 illus. in color)
psigel	ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer International Publishing
record_format	marc
series2	Advances in Computer Vision and Pattern Recognition
spelling	Ionescu, Radu Tudor Verfasser (DE-588)1102067482 aut Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches by Radu Tudor Ionescu, Marius Popescu Cham Springer International Publishing 2016 1 Online-Ressource (XXIV, 250 p. 42 illus., 33 illus. in color) txt rdacontent c rdamedia cr rdacarrier Advances in Computer Vision and Pattern Recognition 2191-6586 Image processing Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Data Mining and Knowledge Discovery Informatik Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Informatik (DE-588)4026894-9 s Data Mining (DE-588)4428654-5 s Künstliche Intelligenz (DE-588)4033447-8 s Bildverarbeitung (DE-588)4006684-8 s DE-604 Popescu, Marius Verfasser (DE-588)1102067377 aut Erscheint auch als Druckausgabe 978-3-319-30365-9 https://doi.org/10.1007/978-3-319-30367-3 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=028961652&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961652&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Ionescu, Radu Tudor Popescu, Marius Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches Image processing Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Data Mining and Knowledge Discovery Informatik Künstliche Intelligenz (DE-588)4033447-8 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd
subject_GND	(DE-588)4033447-8 (DE-588)4026894-9 (DE-588)4428654-5 (DE-588)4006684-8
title	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches
title_auth	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches
title_exact_search	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches
title_full	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches by Radu Tudor Ionescu, Marius Popescu
title_fullStr	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches by Radu Tudor Ionescu, Marius Popescu
title_full_unstemmed	Knowledge Transfer between Computer Vision and Text Mining Similarity-based Learning Approaches by Radu Tudor Ionescu, Marius Popescu
title_short	Knowledge Transfer between Computer Vision and Text Mining
title_sort	knowledge transfer between computer vision and text mining similarity based learning approaches
title_sub	Similarity-based Learning Approaches
topic	Image processing Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Data Mining and Knowledge Discovery Informatik Künstliche Intelligenz (DE-588)4033447-8 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd
topic_facet	Image processing Computer Science Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Data Mining and Knowledge Discovery Informatik Künstliche Intelligenz Data Mining Bildverarbeitung
url	https://doi.org/10.1007/978-3-319-30367-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961652&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=028961652&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT ionescuradutudor knowledgetransferbetweencomputervisionandtextminingsimilaritybasedlearningapproaches AT popescumarius knowledgetransferbetweencomputervisionandtextminingsimilaritybasedlearningapproaches

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