國立高雄大學圖資館 |

登入

回首頁

Responsible data scienceselect proceedings of ICDSE 2021 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Responsible data scienceedited by Jimson Mathew ... [et al.].
其他題名:	select proceedings of ICDSE 2021 /
其他題名:	ICDSE 2021
其他作者:	Mathew, Jimson.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2022.
面頁冊數:	viii, 221 p. :ill. (some color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Quantitative researchCongresses.
電子資源:	https://doi.org/10.1007/978-981-19-4453-6
ISBN:	9789811944536$q(electronic bk.)

Responsible data scienceselect proceedings of ICDSE 2021 /
Responsible data scienceselect proceedings of ICDSE 2021 /[electronic resource] :ICDSE 2021edited by Jimson Mathew ... [et al.]. - Singapore :Springer Nature Singapore :2022. - viii, 221 p. :ill. (some color), digital ;24 cm. - Lecture notes in electrical engineering,v. 9401876-1119 ;. - Lecture notes in electrical engineering ;v.132..

End-to-end Hierarchical Approach for Emotion Detection in short texts -- Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias -- Exploring Rawlsian Fairness for K-Means Clustering -- Hybrid Explainable Educational Recommender using Self Attention and Knowledge Based Systems for E-Learning in MOOC Platforms -- An Improved Recommendation System with Aspect-Based Sentiment Analysis -- Exploring Biomarker Identification and Mortality Prediction of COVID-19 Patients using ML Algorithms -- COVID-19 cases prediction based on LSTM and SIR model using social media -- Joint Geometrical and Statistical Alignment using Triplet loss for Deep Domain Adaptation -- Virtual Try-On Using Style Transfer -- Attention Mechanism in Convolutional Recurrent Neural Network for Improving Recognition Accuracy in Printed Devanagari Text.

This book comprises select proceedings of the 7th International Conference on Data Science and Engineering (ICDSE 2021) The contents of this book focus on responsible data science. This book tries to integrate research across diverse topics related to data science, such as fairness, trust, ethics, confidentiality, transparency, and accuracy. The chapters in this book represent research from different perspectives that offer novel theoretical implications that span multiple disciplines. The book will serve as a reference resource for researchers and practitioners in academia and industry.

ISBN: 9789811944536$q(electronic bk.)

Standard No.: 10.1007/978-981-19-4453-6doiSubjects--Topical Terms:

575536
Quantitative research
--Congresses.

LC Class. No.: QA76.9.Q36

Dewey Class. No.: 001.422

Responsible data scienceselect proceedings of ICDSE 2021 /
LDR:02663nmm a2200373 a 4500 001 633181
003 DE-He213
005 20221114045228.0
006 m d
007 cr nn 008maaau
008 230511s2022 si s 0 eng d
020 $a 9789811944536$q(electronic bk.)
020 $a 9789811944529$q(paper)
024 7 $a 10.1007/978-981-19-4453-6 $2 doi
035 $a 978-981-19-4453-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.Q36
072 7 $a UMB $2 bicssc
072 7 $a GPF $2 bicssc
072 7 $a COM031000 $2 bisacsh
072 7 $a UMB $2 thema
072 7 $a GPF $2 thema
082 0 4 $a 001.422 $2 23
090 $a QA76.9.Q36 $b I61 2021
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Responsible data science $h [electronic resource] : $b select proceedings of ICDSE 2021 / $c edited by Jimson Mathew ... [et al.].
246 3 $a ICDSE 2021
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a viii, 221 p. : $b ill. (some color), digital ; $c 24 cm.
490 1 $a Lecture notes in electrical engineering, $x 1876-1119 ; $v v. 940
505 0 $a End-to-end Hierarchical Approach for Emotion Detection in short texts -- Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias -- Exploring Rawlsian Fairness for K-Means Clustering -- Hybrid Explainable Educational Recommender using Self Attention and Knowledge Based Systems for E-Learning in MOOC Platforms -- An Improved Recommendation System with Aspect-Based Sentiment Analysis -- Exploring Biomarker Identification and Mortality Prediction of COVID-19 Patients using ML Algorithms -- COVID-19 cases prediction based on LSTM and SIR model using social media -- Joint Geometrical and Statistical Alignment using Triplet loss for Deep Domain Adaptation -- Virtual Try-On Using Style Transfer -- Attention Mechanism in Convolutional Recurrent Neural Network for Improving Recognition Accuracy in Printed Devanagari Text.
520 $a This book comprises select proceedings of the 7th International Conference on Data Science and Engineering (ICDSE 2021) The contents of this book focus on responsible data science. This book tries to integrate research across diverse topics related to data science, such as fairness, trust, ethics, confidentiality, transparency, and accuracy. The chapters in this book represent research from different perspectives that offer novel theoretical implications that span multiple disciplines. The book will serve as a reference resource for researchers and practitioners in academia and industry.
650 0 $a Quantitative research $v Congresses. $3 575536
650 0 $a Electronic data processing $3 253414
650 0 $a Data mining $x Moral and ethical aspects $v Congresses. $3 938953
700 1 $a Mathew, Jimson. $3 568974
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in electrical engineering ; $v v.132. $3 545003
856 4 0 $u https://doi.org/10.1007/978-981-19-4453-6
950 $a Computer Science (SpringerNature-11645)