國立高雄大學圖資館 |

登入

回首頁

Progress on pattern classification, image processing and communicationsproceedings of the CORES and IP&C conferences 2023 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Progress on pattern classification, image processing and communicationsedited by Robert Burduk ... [et al.].
其他題名:	proceedings of the CORES and IP&C conferences 2023 /
其他題名:	CORES and IP&C conferences 2023
其他作者:	Burduk, Robert.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2023.
面頁冊數:	xi, 246 p. :illustrations (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Pattern recognition systemsCongresses.
電子資源:	https://doi.org/10.1007/978-3-031-41630-9
ISBN:	9783031416309$q(electronic bk.)

Progress on pattern classification, image processing and communicationsproceedings of the CORES and IP&C conferences 2023 /
Progress on pattern classification, image processing and communicationsproceedings of the CORES and IP&C conferences 2023 /[electronic resource] :CORES and IP&C conferences 2023edited by Robert Burduk ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xi, 246 p. :illustrations (chiefly color), digital ;24 cm. - Lecture notes in networks and systems,v. 7662367-3389 ;. - Lecture notes in networks and systems ;v.1..

A novel approach of multi-string parsing for syntactic pattern recognition -- Hollow n-grams vectorizer for Natural Language Processing problems -- A non-deep approach to classifying movie genres based on multimodal data -- Incremental Extreme Learning Machine for Binary Data Stream Classification -- Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection System -- Real-time deformation of three-dimensional volumetric models using mesh models -- Hyperparameters Optimization using GridSearchCV Method for TinyML models -- Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy -- Deep Learning for pit detection in cherries -- Image analysis system for augmented reality games -- Coregistration of selected sequences in MRI imaging based on edge analysis of image difference -- Actinic Keratosis Prediction Based on Deep Learning Methods -- A New Assessment of Convolutional Neural Networks for Texture Directionality Detection -- Knowledge Distillation with Relative Representations for Image Representation Learning -- An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics -- Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification -- Color Tracking Application Using AI-based Docker Container Scheduling in Fog Computing -- Air pollution monitoring and information distribution system -- Detection of conspiracy theories from tweets using NLI-based Zero Shot Text Classification models -- Battery management system for Polish hybrid residential photovoltaic power plants -- Document Annotation Tool For News Content Analysis -- Dynamic time warping technique applied to the user's intent recognition for myoelectric-based control of upper limb prosthesis -- A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and its Application to PM2.5 Prediction.

This book presents a collection of high-quality research papers accepted to multi-conference consisting of the 13th International Conference on Image Processing and Communications (IP&C 2023), the 13th International Conference on Computer Recognition Systems (CORES 2023) held jointly in Wroclaw, Poland (virtually), in June 2023. The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results. The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.

ISBN: 9783031416309$q(electronic bk.)

Standard No.: 10.1007/978-3-031-41630-9doiSubjects--Topical Terms:

387176
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Progress on pattern classification, image processing and communicationsproceedings of the CORES and IP&C conferences 2023 /
LDR:04050nmm a2200349 a 4500 001 654005
003 DE-He213
005 20231130102326.0
006 m d
007 cr nn 008maaau
008 240426s2023 sz s 0 eng d
020 $a 9783031416309$q(electronic bk.)
020 $a 9783031416293$q(paper)
024 7 $a 10.1007/978-3-031-41630-9 $2 doi
035 $a 978-3-031-41630-9
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.P3
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.4 $2 23
090 $a TK7882.P3 $b I61 2023
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Progress on pattern classification, image processing and communications $h [electronic resource] : $b proceedings of the CORES and IP&C conferences 2023 / $c edited by Robert Burduk ... [et al.].
246 3 $a CORES and IP&C conferences 2023
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xi, 246 p. : $b illustrations (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in networks and systems, $x 2367-3389 ; $v v. 766
505 0 $a A novel approach of multi-string parsing for syntactic pattern recognition -- Hollow n-grams vectorizer for Natural Language Processing problems -- A non-deep approach to classifying movie genres based on multimodal data -- Incremental Extreme Learning Machine for Binary Data Stream Classification -- Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection System -- Real-time deformation of three-dimensional volumetric models using mesh models -- Hyperparameters Optimization using GridSearchCV Method for TinyML models -- Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy -- Deep Learning for pit detection in cherries -- Image analysis system for augmented reality games -- Coregistration of selected sequences in MRI imaging based on edge analysis of image difference -- Actinic Keratosis Prediction Based on Deep Learning Methods -- A New Assessment of Convolutional Neural Networks for Texture Directionality Detection -- Knowledge Distillation with Relative Representations for Image Representation Learning -- An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics -- Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification -- Color Tracking Application Using AI-based Docker Container Scheduling in Fog Computing -- Air pollution monitoring and information distribution system -- Detection of conspiracy theories from tweets using NLI-based Zero Shot Text Classification models -- Battery management system for Polish hybrid residential photovoltaic power plants -- Document Annotation Tool For News Content Analysis -- Dynamic time warping technique applied to the user's intent recognition for myoelectric-based control of upper limb prosthesis -- A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and its Application to PM2.5 Prediction.
520 $a This book presents a collection of high-quality research papers accepted to multi-conference consisting of the 13th International Conference on Image Processing and Communications (IP&C 2023), the 13th International Conference on Computer Recognition Systems (CORES 2023) held jointly in Wroclaw, Poland (virtually), in June 2023. The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results. The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.
650 0 $a Pattern recognition systems $v Congresses. $3 387176
650 0 $a Image processing $v Congresses. $3 384485
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Automated Pattern Recognition. $3 913155
650 2 4 $a Digital and Analog Signal Processing. $3 913395
650 2 4 $a Computer Vision. $3 913138
700 1 $a Burduk, Robert. $3 514368
710 2 $a SpringerLink (Online service) $3 273601
711 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in networks and systems ; $v v.1. $3 744793
856 4 0 $u https://doi.org/10.1007/978-3-031-41630-9
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)