國立虎尾科技大學 |

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) = Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)/ edited by Mostafa Ezziyyani.
其他題名:	Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling /
其他作者:	Ezziyyani, Mostafa.
面頁冊數:	XVII, 161 p. 92 illus., 70 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-36677-3
ISBN:	9783030366773

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) = Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling /
Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling /[electronic resource] :edited by Mostafa Ezziyyani. - 1st ed. 2020. - XVII, 161 p. 92 illus., 70 illus. in color.online resource. - Advances in Intelligent Systems and Computing,11062194-5357 ;. - Advances in Intelligent Systems and Computing,335.

A new clustering approach for K-NN algorithm optimization: Application to marketplace profile user prediction -- A novel face recognition system based on Gabor and Zernike features -- An efficient method for character segmentation in Moroccan license plate images -- Conditional assessment of uncertain parameters using Palm probabilistic approach and Kriging interpolation -- CSO to Solve the Shop Scheduling Problem: Survey -- Development of deep learning-based facial recognition system -- FPGA-based implementation of Optical flow for object detection -- FPGA-based system for road signs color segmentation -- Human Activity Classification Using Convolutional Neural Networks -- Improved brain tumor segmentation in MRI images based on thermal analysis model using U-Net and GPUs -- Improved Grey-Wolf Optimizer for Reliability Analysis -- Ischemic stroke lesion segmentation based on thermal analysis model using U-Net fully convolutional neural networks on GPUs -- On the Neutrosophic Counterpart of Bellman-Ford Algorithm -- Pity Beetle Algorithm to solve VRP variants -- Self-optimization of wireless systems: an approach by the game theory -- Static analysis of piezoelectric multilayered plates: Polarization effect. .

In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco. In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques. The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution. The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications.

ISBN: 9783030366773

Standard No.: 10.1007/978-3-030-36677-3doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) = Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling /
LDR:04342nam a22003975i 4500 001 1021200
003 DE-He213
005 20200704151055.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030366773 $9 978-3-030-36677-3
024 7 $a 10.1007/978-3-030-36677-3 $2 doi
035 $a 978-3-030-36677-3
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) $h [electronic resource] : $b Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling / $c edited by Mostafa Ezziyyani.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XVII, 161 p. 92 illus., 70 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Advances in Intelligent Systems and Computing, $x 2194-5357 ; $v 1106
505 0 $a A new clustering approach for K-NN algorithm optimization: Application to marketplace profile user prediction -- A novel face recognition system based on Gabor and Zernike features -- An efficient method for character segmentation in Moroccan license plate images -- Conditional assessment of uncertain parameters using Palm probabilistic approach and Kriging interpolation -- CSO to Solve the Shop Scheduling Problem: Survey -- Development of deep learning-based facial recognition system -- FPGA-based implementation of Optical flow for object detection -- FPGA-based system for road signs color segmentation -- Human Activity Classification Using Convolutional Neural Networks -- Improved brain tumor segmentation in MRI images based on thermal analysis model using U-Net and GPUs -- Improved Grey-Wolf Optimizer for Reliability Analysis -- Ischemic stroke lesion segmentation based on thermal analysis model using U-Net fully convolutional neural networks on GPUs -- On the Neutrosophic Counterpart of Bellman-Ford Algorithm -- Pity Beetle Algorithm to solve VRP variants -- Self-optimization of wireless systems: an approach by the game theory -- Static analysis of piezoelectric multilayered plates: Polarization effect. .
520 $a In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco. In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques. The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution. The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications.
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
700 1 $a Ezziyyani, Mostafa. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281377
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030366766
776 0 8 $i Printed edition: $z 9783030366780
830 0 $a Advances in Intelligent Systems and Computing, $x 2194-5357 ; $v 335 $3 1253884
856 4 0 $u https://doi.org/10.1007/978-3-030-36677-3
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)