東華大學圖書館 |

Modern artificial intelligence and data science = tools, techniques and systems /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Modern artificial intelligence and data science/ edited by Abdellah Idrissi.
其他題名:	tools, techniques and systems /
其他作者:	Idrissi, Abdellah.
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xiii, 330 p. :ill. (some col.), digital ;24 cm.
內容註:	T opKW S Algorithm in the Map-Reduce paradigm for Cloud Computing QoS Recommendation System -- A New Context-Based Factorization Machines for Context-aware Recommender Systems -- Review of Recommendation Systems and their Applications in e-Learning -- Improvement of Courses Recommendation System using Divide and Conquer Algorithm -- Deep Reinforcement Learning in Financial Markets Context: Review of Open Challenges -- A Survey of Parallel Computing: Challenges, Methods and Directions -- A bi-LSTM neural network to forecast stock Market Index -- Fast Yolo V7 based CNN for video streaming Sea Ship recognition and sea surveillance -- Graph convolutional network for multilingual sentiment analysis -- Predicting Blood Glucose Levels in Type 1 Diabetes Using LSTM -- Sarcasm Detection on Social Media using Machine Learning Approach -- School Dropout Prediction using Machine Learning Algorithms -- SURVIVAL PREDICTION IN PATIENTS WITH NASOPHARYNGEAL CANCER USING MACHINE LEARNING METHODS -- Comparative Analysis of Skyline Algorithms used to Select Cloud Services based on QoS -- A state-of-the-art Survey on Ransomware Detection Using Machine Learning & Deep Learning -- Improving the Application of Blockchain Technology For Tracking Processes in the Supply Chain Integrated Business Intelligence -- Studying Consensus Mechanisms for Blockchain -- Design and Construction of a Smart Agricultural Greenhouse -- Implementation and Management of a Home Automation Control System (Smart Home) -- A comparative study of consensus algorithms used in Blockchain and their adaptation to the IoT networks -- Dynamics behavior of vehicular traffic flow in a scale-free complex network -- Customer Journey Map Discovery Approach -- Unmanned aerial vehicle-assisted clustered wireless sensor network data collection efficiency improvement -- Synergistic Fibroblast Optimization Algorithm for Solving Knapsack Problem -- ACCEPTANCE OF JOB ACCESS WITH SPEECH (JAWS) AS AN ASSISTIVE COMPUTER APPLICATION SOFTWARE -- Experimenting with Polymorphic Creativity Support Tools to Support Innovation in Participatory Ideation.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-33309-5
ISBN:	9783031333095

Modern artificial intelligence and data science = tools, techniques and systems /
Modern artificial intelligence and data sciencetools, techniques and systems /[electronic resource] :edited by Abdellah Idrissi. - Cham :Springer Nature Switzerland :2023. - xiii, 330 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v. 11021860-9503 ;. - Studies in computational intelligence ;v. 1102..

T opKW S Algorithm in the Map-Reduce paradigm for Cloud Computing QoS Recommendation System -- A New Context-Based Factorization Machines for Context-aware Recommender Systems -- Review of Recommendation Systems and their Applications in e-Learning -- Improvement of Courses Recommendation System using Divide and Conquer Algorithm -- Deep Reinforcement Learning in Financial Markets Context: Review of Open Challenges -- A Survey of Parallel Computing: Challenges, Methods and Directions -- A bi-LSTM neural network to forecast stock Market Index -- Fast Yolo V7 based CNN for video streaming Sea Ship recognition and sea surveillance -- Graph convolutional network for multilingual sentiment analysis -- Predicting Blood Glucose Levels in Type 1 Diabetes Using LSTM -- Sarcasm Detection on Social Media using Machine Learning Approach -- School Dropout Prediction using Machine Learning Algorithms -- SURVIVAL PREDICTION IN PATIENTS WITH NASOPHARYNGEAL CANCER USING MACHINE LEARNING METHODS -- Comparative Analysis of Skyline Algorithms used to Select Cloud Services based on QoS -- A state-of-the-art Survey on Ransomware Detection Using Machine Learning & Deep Learning -- Improving the Application of Blockchain Technology For Tracking Processes in the Supply Chain Integrated Business Intelligence -- Studying Consensus Mechanisms for Blockchain -- Design and Construction of a Smart Agricultural Greenhouse -- Implementation and Management of a Home Automation Control System (Smart Home) -- A comparative study of consensus algorithms used in Blockchain and their adaptation to the IoT networks -- Dynamics behavior of vehicular traffic flow in a scale-free complex network -- Customer Journey Map Discovery Approach -- Unmanned aerial vehicle-assisted clustered wireless sensor network data collection efficiency improvement -- Synergistic Fibroblast Optimization Algorithm for Solving Knapsack Problem -- ACCEPTANCE OF JOB ACCESS WITH SPEECH (JAWS) AS AN ASSISTIVE COMPUTER APPLICATION SOFTWARE -- Experimenting with Polymorphic Creativity Support Tools to Support Innovation in Participatory Ideation.

This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find here the fruit of many research ideas covering a wide range of application areas that can be explored for the advancement of their research or the development of their business. These ideas present new techniques and trends projected in various areas of daily life. Through its proposals of new ideas, this Book serves as a real guide both for experienced readers and for beginners in these specialized fields. It also covers several applications that explain how they can support some societal challenges such as education, health, agriculture, clean energy, business, environment, security and many more. This Book is therefore intended for Designers, Developers, Decision-Makers, Consultants, Engineers, and of course Master's/Doctoral Students, Researchers and Academics.

ISBN: 9783031333095

Standard No.: 10.1007/978-3-031-33309-5doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335

Dewey Class. No.: 006.3

Modern artificial intelligence and data science = tools, techniques and systems /
LDR:04245nmm a2200337 a 4500 001 2333978
003 DE-He213
005 20230825073919.0
006 m d
007 cr nn 008maaau
008 240402s2023 sz s 0 eng d
020 $a 9783031333095 $q (electronic bk.)
020 $a 9783031333088 $q (paper)
024 7 $a 10.1007/978-3-031-33309-5 $2 doi
035 $a 978-3-031-33309-5
040 $a GP $c GP
041 0 $a eng
050 4 $a Q335
072 7 $a UN $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UN $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q335 $b .M689 2023
245 0 0 $a Modern artificial intelligence and data science $h [electronic resource] : $b tools, techniques and systems / $c edited by Abdellah Idrissi.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xiii, 330 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-9503 ; $v v. 1102
505 0 $a T opKW S Algorithm in the Map-Reduce paradigm for Cloud Computing QoS Recommendation System -- A New Context-Based Factorization Machines for Context-aware Recommender Systems -- Review of Recommendation Systems and their Applications in e-Learning -- Improvement of Courses Recommendation System using Divide and Conquer Algorithm -- Deep Reinforcement Learning in Financial Markets Context: Review of Open Challenges -- A Survey of Parallel Computing: Challenges, Methods and Directions -- A bi-LSTM neural network to forecast stock Market Index -- Fast Yolo V7 based CNN for video streaming Sea Ship recognition and sea surveillance -- Graph convolutional network for multilingual sentiment analysis -- Predicting Blood Glucose Levels in Type 1 Diabetes Using LSTM -- Sarcasm Detection on Social Media using Machine Learning Approach -- School Dropout Prediction using Machine Learning Algorithms -- SURVIVAL PREDICTION IN PATIENTS WITH NASOPHARYNGEAL CANCER USING MACHINE LEARNING METHODS -- Comparative Analysis of Skyline Algorithms used to Select Cloud Services based on QoS -- A state-of-the-art Survey on Ransomware Detection Using Machine Learning & Deep Learning -- Improving the Application of Blockchain Technology For Tracking Processes in the Supply Chain Integrated Business Intelligence -- Studying Consensus Mechanisms for Blockchain -- Design and Construction of a Smart Agricultural Greenhouse -- Implementation and Management of a Home Automation Control System (Smart Home) -- A comparative study of consensus algorithms used in Blockchain and their adaptation to the IoT networks -- Dynamics behavior of vehicular traffic flow in a scale-free complex network -- Customer Journey Map Discovery Approach -- Unmanned aerial vehicle-assisted clustered wireless sensor network data collection efficiency improvement -- Synergistic Fibroblast Optimization Algorithm for Solving Knapsack Problem -- ACCEPTANCE OF JOB ACCESS WITH SPEECH (JAWS) AS AN ASSISTIVE COMPUTER APPLICATION SOFTWARE -- Experimenting with Polymorphic Creativity Support Tools to Support Innovation in Participatory Ideation.
520 $a This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find here the fruit of many research ideas covering a wide range of application areas that can be explored for the advancement of their research or the development of their business. These ideas present new techniques and trends projected in various areas of daily life. Through its proposals of new ideas, this Book serves as a real guide both for experienced readers and for beginners in these specialized fields. It also covers several applications that explain how they can support some societal challenges such as education, health, agriculture, clean energy, business, environment, security and many more. This Book is therefore intended for Designers, Developers, Decision-Makers, Consultants, Engineers, and of course Master's/Doctoral Students, Researchers and Academics.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Big data. $3 2045508
650 0 $a Internet of things. $3 2057703
650 1 4 $a Data Engineering. $3 3409361
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Idrissi, Abdellah. $3 3665169
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 1102. $3 3665170
856 4 0 $u https://doi.org/10.1007/978-3-031-33309-5
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)