LEADER 04928nam 22006855 450 001 9910447246203321 005 20230810172353.0 010 $a3-030-66665-4 024 7 $a10.1007/978-3-030-66665-1 035 $a(CKB)5460000000008546 035 $a(DE-He213)978-3-030-66665-1 035 $a(MiAaPQ)EBC6449915 035 $a(PPN)253252970 035 $a(EXLCZ)995460000000008546 100 $a20210102d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics $e8th International Conference, BDA 2020, Sonepat, India, December 15?18, 2020, Proceedings /$fedited by Ladjel Bellatreche, Vikram Goyal, Hamido Fujita, Anirban Mondal, P. Krishna Reddy 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XIII, 345 p. 143 illus., 117 illus. in color.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v12581 311 $a3-030-66664-6 327 $aData Science : Systems -- A Comparison of Data Science Systems -- Architectural Patterns for Integrating Data Lakes into Data Warehouse Architectures -- Study and Understanding the Significance of Multilayer ELM Feature Space -- Spectral Learning of Semantic Units in a Sentence Pair to Evaluate Semantic Textual Similarity -- Data Science : Architectures -- i-Fence: A Spatio-Temporal Context-Aware Geofencing Framework for Triggering Impulse Decisions -- Face Mask Detection using Transfer Learning of InceptionV3 -- Analysis of GPS trajectories mapping on shape files using spatial computing approaches -- Big Data Analytics in Healthcare -- A Transfer Learning Approach to Classify the Brain Age from MRI Images -- ?Precision Health?: Balancing Reactive Care and Proactive Care through the Evidence Based Knowledge Graph Constructed from Real-World Electronic Health Records, Disease Trajectories, Diseasome, and Patholome -- Prediction for the Second Wave of COVID-19 in India -- Texture Feature Extraction: Impact of Variants on Performance of Machine Learning Classifiers: Study on Chest X-ray ? Pneumonia Images -- Computer-Aided Diagnosis of Thyroid Dysfunction: A Survey -- Information Interchange of Web Data Resources -- Generic Key Value Extractions from Emails -- Next Generation Web: Technologies and Services -- Adversarial Collusion on the Web: State-of-the-art and Future Directions -- Comparing performance of classifiers applied to disaster detection in Twitter tweets: preliminary considerations -- Business Analytics -- Applying machine learning to anomaly detection in car insurance sales -- Authorship Identification using Stylometry and Document Fingerprinting Decisions -- A Revenue-based Product Placement Framework to Improve Diversity in Retail Businesses -- Recommending Question-Answers for enriching Textbooks -- OWI: Open-world Intent Identification framework for Dialog Based System. . 330 $aThis book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India. The 11 full and 3 short papers included in this volume were carefully reviewed and selected from 48 submissions; the book also contains 4 invited and 3 tutorial papers. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare; information interchange of Web data resources; and business analytics. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v12581 606 $aData mining 606 $aNatural language processing (Computer science) 606 $aCoding theory 606 $aInformation theory 606 $aApplication software 606 $aEducation$xData processing 606 $aData Mining and Knowledge Discovery 606 $aNatural Language Processing (NLP) 606 $aCoding and Information Theory 606 $aComputer and Information Systems Applications 606 $aComputers and Education 615 0$aData mining. 615 0$aNatural language processing (Computer science). 615 0$aCoding theory. 615 0$aInformation theory. 615 0$aApplication software. 615 0$aEducation$xData processing. 615 14$aData Mining and Knowledge Discovery. 615 24$aNatural Language Processing (NLP). 615 24$aCoding and Information Theory. 615 24$aComputer and Information Systems Applications. 615 24$aComputers and Education. 676 $a005.7 702 $aBellatreche$b Ladjel 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910447246203321 996 $aBig data analytics$91523196 997 $aUNINA