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Big Data Analytics

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Cover of 'Big Data Analytics'

Table of Contents

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    Book Overview
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    Chapter 1 Transforming Sensing Data into Smart Data for Smart Sustainable Cities
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    Chapter 2 Deep Learning Models for Medical Image Analysis: Challenges and Future Directions
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    Chapter 3 Recent Advances and Challenges in Design of Non-goal-Oriented Dialogue Systems
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    Chapter 4 Data Cube Is Dead, Long Life to Data Cube in the Age of Web Data
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    Chapter 5 Improving Result Diversity Using Query Term Proximity in Exploratory Search
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    Chapter 6 Segment-Search vs Knowledge Graphs: Making a Key-Word Search Engine for Web Documents
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    Chapter 7 Pairing Users in Social Media via Processing Meta-data from Conversational Files
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    Chapter 8 Large-Scale Information Extraction from Emails with Data Constraints
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    Chapter 9 Comparative Analysis of Rule-Based, Dictionary-Based and Hybrid Stemmers for Gujarati Language
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    Chapter 10 Suśruta: Artificial Intelligence and Bayesian Knowledge Network in Health Care – Smartphone Apps for Diagnosis and Differentiation of Anemias with Higher Accuracy at Resource Constrained Point-of-Care Settings
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    Chapter 11 Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification
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    Chapter 12 Market Intelligence for Agricultural Commodities Using Forecasting and Deep Learning Techniques
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    Chapter 13 TKG: Efficient Mining of Top-K Frequent Subgraphs
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    Chapter 14 Why Multilayer Networks Instead of Simple Graphs? Modeling Effectiveness and Analysis Flexibility and Efficiency!
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    Chapter 15 Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks
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    Chapter 16 Data-Driven Optimization of Public Transit Schedule
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    Chapter 17 Discovering Spatial High Utility Frequent Itemsets in Spatiotemporal Databases
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    Chapter 18 Efficient Algorithms for Flock Detection in Large Spatio-Temporal Data
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    Chapter 19 Local Temporal Compression for (Globally) Evolving Spatial Surfaces
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    Chapter 20 An Explicit Relationship Between Sequential Patterns and Their Concise Representations
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    Chapter 21 A Novel Approach to Identify the Determinants of Online Review Helpfulness and Predict the Helpfulness Score Across Product Categories
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    Chapter 22 Analysis and Recognition of Hand-Drawn Images with Effective Data Handling
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    Chapter 23 Real Time Static Gesture Detection Using Deep Learning
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    Chapter 24 Interpreting Context of Images Using Scene Graphs
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    Chapter 25 Deep Learning in the Domain of Near-Duplicate Document Detection
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Title
Big Data Analytics
Published by
Springer Nature, December 2019
DOI 10.1007/978-3-030-37188-3
ISBNs
978-3-03-037188-3, 978-3-03-037187-6
Editors

Sanjay Madria, Philippe Fournier-Viger, Sanjay Chaudhary, P. Krishna Reddy

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