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020 _a9789811944536
024 7 _a10.1007/978-981-19-4453-6
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
245 1 0 _aResponsible Data Science
_bSelect Proceedings of ICDSE 2021
_cedited by Jimson Mathew, G Santhosh Kumar, Deepak P, Joemon M Jose
250 _a1st edition 2022
264 1 _aSingapore
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (VIII, 221 páginas)
_b68 ilustraciones, 50 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aLecture Notes in Electrical Engineering
_x1876-1119
_v940
505 0 _aEnd-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 _aThis 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.
700 1 _aMathew, Jimson
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSanthosh Kumar, G
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aP., Deepak
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aJose, Joemon M
_eeditor literario
_0(orcid)0000-0001-9228-1759
_1https://orcid.org/0000-0001-9228-1759
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9789811944529
776 0 8 _iPrinted edition:
_z9789811944543
776 0 8 _iPrinted edition:
_z9789811944550
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-19-4453-6
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
988 _aSpringer_Computer_2022
999 _c394418
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