國立高雄大學圖資館 |

登入

回首頁

Artificial intelligence for data science in theory and practice

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence for data science in theory and practiceedited by Mohamed Alloghani, Christopher Thron, Saad Subair.
其他作者:	Alloghani, Mohamed.
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	xvi, 246 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligenceData processing.
電子資源:	https://doi.org/10.1007/978-3-030-92245-0
ISBN:	9783030922450$q(electronic bk.)

Artificial intelligence for data science in theory and practice
Artificial intelligence for data science in theory and practice[electronic resource] /edited by Mohamed Alloghani, Christopher Thron, Saad Subair. - Cham :Springer International Publishing :2022. - xvi, 246 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v. 10061860-9503 ;. - Studies in computational intelligence ;v. 216..

Introduction -- Part I: Government services -- Intelligent chat bots for online customer service -- Improved services delivery using AI -- Intelligent policing: physical crime and cybercrime prevention and detection -- Part II: Healthcare Services -- Breast cancer diagnosis -- IoT Pharmaceutical management -- Biomedical Text conversion algorithms -- Part III: Education -- Machine learning in teaching and assessment of students -- Prediction of student performance -- Training the next generation of AI students -- Part IV: Tourism and hospitality -- Landmark recognition -- Recommender system for tourists -- Part V: AI Ethics -- Ethics of facial recognition -- Ethics of robotic services -- Bias issues and misapplication of machine learning -- Conclusion.

This book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in the field of artificial intelligence (AI) The book explains the data and AI, types and properties of data, the relation between AI algorithms and data, what makes data AI ready, steps of data pre-processing, data quality, data storage and data platforms. Therefore, this book will be interested by AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences. Presents approaches to artificial intelligence taken by various sectors; Includes development-related applications in AI from around the world; Discusses AI in government, healthcare, education, tourism in addition to AI ethics.

ISBN: 9783030922450$q(electronic bk.)

Standard No.: 10.1007/978-3-030-92245-0doiSubjects--Topical Terms:

215089
Artificial intelligence
--Data processing.

LC Class. No.: Q336 / .A75 2022

Dewey Class. No.: 006.3

Artificial intelligence for data science in theory and practice
LDR:02708nmm a2200337 a 4500 001 622940
003 DE-He213
005 20220405140134.0
006 m d
007 cr nn 008maaau
008 221209s2022 sz s 0 eng d
020 $a 9783030922450$q(electronic bk.)
020 $a 9783030922443$q(paper)
024 7 $a 10.1007/978-3-030-92245-0 $2 doi
035 $a 978-3-030-92245-0
040 $a GP $c GP
041 0 $a eng
050 4 $a Q336 $b .A75 2022
072 7 $a TJK $2 bicssc
072 7 $a TEC041000 $2 bisacsh
072 7 $a TJK $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q336 $b .A791 2022
245 0 0 $a Artificial intelligence for data science in theory and practice $h [electronic resource] / $c edited by Mohamed Alloghani, Christopher Thron, Saad Subair.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xvi, 246 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-9503 ; $v v. 1006
505 0 $a Introduction -- Part I: Government services -- Intelligent chat bots for online customer service -- Improved services delivery using AI -- Intelligent policing: physical crime and cybercrime prevention and detection -- Part II: Healthcare Services -- Breast cancer diagnosis -- IoT Pharmaceutical management -- Biomedical Text conversion algorithms -- Part III: Education -- Machine learning in teaching and assessment of students -- Prediction of student performance -- Training the next generation of AI students -- Part IV: Tourism and hospitality -- Landmark recognition -- Recommender system for tourists -- Part V: AI Ethics -- Ethics of facial recognition -- Ethics of robotic services -- Bias issues and misapplication of machine learning -- Conclusion.
520 $a This book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in the field of artificial intelligence (AI) The book explains the data and AI, types and properties of data, the relation between AI algorithms and data, what makes data AI ready, steps of data pre-processing, data quality, data storage and data platforms. Therefore, this book will be interested by AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences. Presents approaches to artificial intelligence taken by various sectors; Includes development-related applications in AI from around the world; Discusses AI in government, healthcare, education, tourism in addition to AI ethics.
650 0 $a Artificial intelligence $x Data processing. $3 215089
650 1 4 $a Communications Engineering, Networks. $3 273745
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Computational Intelligence. $3 338479
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Data Analysis and Big Data. $3 913147
700 1 $a Alloghani, Mohamed. $3 924948
700 1 $a Thron, Christopher. $3 858754
700 1 $a Subair, Saad. $3 858753
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 216. $3 380871
856 4 0 $u https://doi.org/10.1007/978-3-030-92245-0
950 $a Engineering (SpringerNature-11647)