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_aBig Data Analytics _h[electronic resource] : _b8th International Conference, BDA 2020, Sonepat, India, December 15-18, 2020, Proceedings / _cedited by Ladjel Bellatreche, Vikram Goyal, Hamido Fujita, Anirban Mondal, P. Krishna Reddy. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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300 |
_aXIII, 345 p. 143 illus., 117 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v12581 |
|
505 | 0 | _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. . | |
520 | _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. | ||
650 | 0 |
_aData mining. _93907 |
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650 | 0 |
_aNatural language processing (Computer science). _94741 |
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650 | 0 |
_aCoding theory. _94154 |
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650 | 0 |
_aInformation theory. _914256 |
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650 | 0 |
_aApplication software. _9115848 |
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650 | 0 |
_aEducation _xData processing. _982607 |
|
650 | 1 | 4 |
_aData Mining and Knowledge Discovery. _9115849 |
650 | 2 | 4 |
_aNatural Language Processing (NLP). _931587 |
650 | 2 | 4 |
_aCoding and Information Theory. _9115850 |
650 | 2 | 4 |
_aComputer and Information Systems Applications. _9115851 |
650 | 2 | 4 |
_aComputers and Education. _941129 |
700 | 1 |
_aBellatreche, Ladjel. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9115852 |
|
700 | 1 |
_aGoyal, Vikram. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9115853 |
|
700 | 1 |
_aFujita, Hamido. _eeditor. _0(orcid) _10000-0001-5256-210X _4edt _4http://id.loc.gov/vocabulary/relators/edt _9115854 |
|
700 | 1 |
_aMondal, Anirban. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9115855 |
|
700 | 1 |
_aReddy, P. Krishna. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9115856 |
|
710 | 2 |
_aSpringerLink (Online service) _9115857 |
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776 | 0 | 8 |
_iPrinted edition: _z9783030666644 |
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_iPrinted edition: _z9783030666668 |
830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v12581 _9115858 |
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