Nepal Surya, Cao Wenqi, Nasridinov Aziz Big Data - Bigdata 2020: 9th International Conference, Held as Part of the Services Conference Federation, Scf 2020, Honolulu, Hi, Usa, Septemb 9783030596118

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Автор: Nepal Surya, Cao Wenqi, Nasridinov Aziz
Название: Big Data - Bigdata 2020: 9th International Conference, Held as Part of the Services Conference Federation, Scf 2020, Honolulu, Hi, Usa, Septemb
ISBN: 9783030596118
Издательство: Springer
Классификация:

Учебное оборудование и технологии, компьютерное обучение (CAL)

Базы данных

Компьютерные сети и коммуникации

ISBN-10: 3030596117
Обложка/Формат: Paperback
Страницы: 254
Вес: 0.38 кг.
Дата издания: 18.09.2020
Серия: Information systems and applications, incl. internet/web, and hci
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 91 illustrations, color; 39 illustrations, black and white; xiv, 254 p. 130 illus., 91 illus. in color.
Размер: 23.39 x 15.60 x 1.45 cm
Читательская аудитория: Professional & vocational
Подзаголовок: 9th international conference, held as part of the services conference federation, scf 2020, honolulu, hi, usa, september 18-20, 2020, proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Research Track.- Entropy-based Approach to Efficient Cleaning of Big Data in Hierarchical Databases.- A Performance Prediction Model for Spark Applications.- Predicting the DJIA with news headlines and historic data using hybrid genetic algorithm/support vector regression and BERT.- Big Data Applications on Large-Scale Infrastructures.- Fake News Classification of Social Media through Sentiment Analysis.- Scalable reference genome assembly from compressed pan-genome index with Spark.- A Web Application for Feral Cat Recognition through Deep Learning.- MCF：Towards Window-based Multiple Cuckoo Filters in Stream Computing.- A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems.- Ensemble learning for heterogeneous missing data imputation.- Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn.- The collaborative influence of multiple interactions on successive POI recommendation.- Application Track.- Chemical XAI to Discover Probable Compounds Spaces based on Mixture of Multiple Mutated Exemplars and Bioassay Existence Ratio.- Clinical Trials Data Management in the Big Data Era.- Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches.- Heavy Vehicle Classification through Deep Learning.- Short Paper Track.- Spatial Association Pattern Mining using In-Memory Computational Framework.- Dissecting Biological Functions for BRCA Genes and their Targeting MicroRNAs within Eight Clusters.

Big Data - Bigdata 2020: 9th International Conference, Held as Part of the Services Conference Federation, Scf 2020, Honolulu, Hi, Usa, Septemb, Nepal Surya, Cao Wenqi, Nasridinov Aziz