國立高雄大學圖資館 |

登入

回首頁 到查詢結果 [ subject:"Data Analysis and Big Data." ]

Proceedings of International Conference on Information Technology and ApplicationsICITA 2021 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Proceedings of International Conference on Information Technology and Applicationsedited by Abrar Ullah ... [et al.].
其他題名:	ICITA 2021 /
其他題名:	ICITA 2021
其他作者:	Ullah, Abrar.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2022.
面頁冊數:	xxix, 759 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Information technology
電子資源:	https://doi.org/10.1007/978-981-16-7618-5
ISBN:	9789811676185$q(electronic bk.)

Proceedings of International Conference on Information Technology and ApplicationsICITA 2021 /
Proceedings of International Conference on Information Technology and ApplicationsICITA 2021 /[electronic resource] :ICITA 2021edited by Abrar Ullah ... [et al.]. - Singapore :Springer Nature Singapore :2022. - xxix, 759 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 3502367-3389 ;. - Lecture notes in networks and systems ;v.1..

A convolutional neural network for artifacts detection in EEG data -- Real-World Protein Particle Network Reconstruction Based on Advanced Hybrid Features -- Improving Coronavirus (COVID-19) Diagnosis using Deep Transfer Learning -- Beard and Hair Detection, Segmentation and Changing Color Using Mask R-CNN -- Transfer Learning Method with Deep Residual Network for Covid-19 Diagnosis Using Chest Radiographs images -- Deep Learning Approach for COVID-19 Diagnosis Using X-Ray Images -- A hybrid approach for classifying Parkinson's Disease from brain MRI -- Analysis of Generative Adversarial Networks for Data Driven Inverse Airfoil Design -- Deep Oversampling Technique for 4-level Acne Classification in Imbalanced Data -- Decentralisation of FinTech Business Models -- Dynamic Offloading in Fog Computing: A Survey -- A Vietnamese Festival Preservation Application -- Knowledge Models For Software Testing In Robotics -- Performance Enhancement of SAC-OCDMA System Using an Identity Row Shifting Matrix Code -- Malware Prediction using using LSTM Networks -- Personalised Combination of Multi-source Data for User Profiling -- The teaching of technical design in technical courses in Computer Graphics at Federal Institutes of Education, Science and Technology.

This book includes high-quality papers presented at 15th International Conference on Information Technology and Applications (ICITA 2021), held in Dubai, UAE during 13 - 14 November 2021. The book presents original research work of academics and industry professionals to exchange their knowledge of the state-of-the-art research and development in information technology and applications. The topics covered in the book are cloud computing, business process engineering, machine learning, evolutionary computing, big data analytics, internet of things and cyber-physical systems, information and knowledge management, computer vision and image processing, computer graphics and games programming, mobile computing, ontology engineering, software and systems modelling, human computer interaction, online learning / e-learning, computer networks, and web engineering.

ISBN: 9789811676185$q(electronic bk.)

Standard No.: 10.1007/978-981-16-7618-5doiSubjects--Topical Terms:

244584
Information technology

LC Class. No.: T58.5 / .I57 2021

Dewey Class. No.: 004

Proceedings of International Conference on Information Technology and ApplicationsICITA 2021 /
LDR:03292nmm a2200349 a 4500 001 621249
003 DE-He213
005 20220421151417.0
006 m d
007 cr nn 008maaau
008 221121s2022 si s 0 eng d
020 $a 9789811676185$q(electronic bk.)
020 $a 9789811676178$q(paper)
024 7 $a 10.1007/978-981-16-7618-5 $2 doi
035 $a 978-981-16-7618-5
040 $a GP $c GP
041 0 $a eng
050 4 $a T58.5 $b .I57 2021
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 004 $2 23
090 $a T58.5 $b .I61 2021
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Proceedings of International Conference on Information Technology and Applications $h [electronic resource] : $b ICITA 2021 / $c edited by Abrar Ullah ... [et al.].
246 3 $a ICITA 2021
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a xxix, 759 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in networks and systems, $x 2367-3389 ; $v v. 350
505 0 $a A convolutional neural network for artifacts detection in EEG data -- Real-World Protein Particle Network Reconstruction Based on Advanced Hybrid Features -- Improving Coronavirus (COVID-19) Diagnosis using Deep Transfer Learning -- Beard and Hair Detection, Segmentation and Changing Color Using Mask R-CNN -- Transfer Learning Method with Deep Residual Network for Covid-19 Diagnosis Using Chest Radiographs images -- Deep Learning Approach for COVID-19 Diagnosis Using X-Ray Images -- A hybrid approach for classifying Parkinson's Disease from brain MRI -- Analysis of Generative Adversarial Networks for Data Driven Inverse Airfoil Design -- Deep Oversampling Technique for 4-level Acne Classification in Imbalanced Data -- Decentralisation of FinTech Business Models -- Dynamic Offloading in Fog Computing: A Survey -- A Vietnamese Festival Preservation Application -- Knowledge Models For Software Testing In Robotics -- Performance Enhancement of SAC-OCDMA System Using an Identity Row Shifting Matrix Code -- Malware Prediction using using LSTM Networks -- Personalised Combination of Multi-source Data for User Profiling -- The teaching of technical design in technical courses in Computer Graphics at Federal Institutes of Education, Science and Technology.
520 $a This book includes high-quality papers presented at 15th International Conference on Information Technology and Applications (ICITA 2021), held in Dubai, UAE during 13 - 14 November 2021. The book presents original research work of academics and industry professionals to exchange their knowledge of the state-of-the-art research and development in information technology and applications. The topics covered in the book are cloud computing, business process engineering, machine learning, evolutionary computing, big data analytics, internet of things and cyber-physical systems, information and knowledge management, computer vision and image processing, computer graphics and games programming, mobile computing, ontology engineering, software and systems modelling, human computer interaction, online learning / e-learning, computer networks, and web engineering.
650 0 $a Information technology $3 244584
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Communications Engineering, Networks. $3 273745
650 2 4 $a Data Analysis and Big Data. $3 913147
700 1 $a Ullah, Abrar. $3 922362
710 2 $a SpringerLink (Online service) $3 273601
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/10.1007/978-981-16-7618-5
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)