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{ "item_title" : "Big Data Analytics", "item_author" : [" Sanjay Madria", "Philippe Fournier-Viger", "Sanjay Chaudhary "], "item_description" : "Big Data Analytics: Vision and Perspectives.- Transforming Sensing Data into Smart Data for Smart Sustainable Cities.- Deep Learning Models for Medical Image Analysis: Challenges and Future Directions.- Recent Advances and Challenges in design of Non-Goal Oriented Dialogue System.- Data Cube is Dead, Long Life to Data Cube in the Age of Web Data.- Search and Information Extraction.- Improving Result Diversity using Query Term Proximity in Exploratory Search.- Segment-search vs Knowledge Graphs: Making a Keyword Search Engine for Web Documents.- Pairing Users in Social Media via Processing Meta-data from Conversational Files.- Large-Scale Information Extraction from Emails with Data Constraints.- Comparative Analysis of Rule-based, Dictionary-based and Hybrid Stemmers for Gujarati Language.- Predictive Analytics in Medical and Agricultural Domains.- 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.- Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification.- Market Intelligence for Agricultural Commodities using Forecasting and Deep Learning Techniques.- Graph Analytics.- TKG: Efficient Mining of Top-K Frequent Subgraphs.- Why Multilayer Networks Instead Of Simple Graphs? Modeling Effectiveness And Analysis Flexibility & Efficiency .- Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks.- Data-Driven Optimization of Public Transit Schedule.- Pattern Mining.- Discovering Spatial High Utility Frequent Itemsets in Spatiotemporal Databases.- Efficient Algorithms For Flock Detection in Large Spatio-Temporal Data.- Local Temporal Compression for (Globally) Evolving Spatial Surfaces.- An Explicit Relationship between Sequential Patterns and their Concise Representations.- Machine Learning.- A novel approach to identify the determinants of online review helpfulness and predict the helpfulness score across product categories.- Analysis and Recognition of Hand-drawn Images with Effective Data Handling.- Real Time Static Gesture Detection Using Deep Learning.- Interpreting Context of Images using Scene Graphs.- Deep Learning in the Domain of Near-Duplicate Document Detection.", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/3/03/037/187/3030371875_b.jpg", "price_data" : { "retail_price" : "54.99", "online_price" : "54.99", "our_price" : "54.99", "club_price" : "54.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Big Data Analytics|Sanjay Madria

Big Data Analytics : 7th International Conference, Bda 2019, Ahmedabad, India, December 17-20, 2019, Proceedings

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Overview

Big Data Analytics: Vision and Perspectives.- Transforming Sensing Data into Smart Data for Smart Sustainable Cities.- Deep Learning Models for Medical Image Analysis: Challenges and Future Directions.- Recent Advances and Challenges in design of Non-Goal Oriented Dialogue System.- Data Cube is Dead, Long Life to Data Cube in the Age of Web Data.- Search and Information Extraction.- Improving Result Diversity using Query Term Proximity in Exploratory Search.- Segment-search vs Knowledge Graphs: Making a Keyword Search Engine for Web Documents.- Pairing Users in Social Media via Processing Meta-data from Conversational Files.- Large-Scale Information Extraction from Emails with Data Constraints.- Comparative Analysis of Rule-based, Dictionary-based and Hybrid Stemmers for Gujarati Language.- Predictive Analytics in Medical and Agricultural Domains.- 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.- Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification.- Market Intelligence for Agricultural Commodities using Forecasting and Deep Learning Techniques.- Graph Analytics.- TKG: Efficient Mining of Top-K Frequent Subgraphs.- Why Multilayer Networks Instead Of Simple Graphs? Modeling Effectiveness And Analysis Flexibility & Efficiency .- Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks.- Data-Driven Optimization of Public Transit Schedule.- Pattern Mining.- Discovering Spatial High Utility Frequent Itemsets in Spatiotemporal Databases.- Efficient Algorithms For Flock Detection in Large Spatio-Temporal Data.- Local Temporal Compression for (Globally) Evolving Spatial Surfaces.- An Explicit Relationship between Sequential Patterns and their Concise Representations.- Machine Learning.- A novel approach to identify the determinants of online review helpfulness and predict the helpfulness score across product categories.- Analysis and Recognition of Hand-drawn Images with Effective Data Handling.- Real Time Static Gesture Detection Using Deep Learning.- Interpreting Context of Images using Scene Graphs.- Deep Learning in the Domain of Near-Duplicate Document Detection.

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Details

  • ISBN-13: 9783030371876
  • ISBN-10: 3030371875
  • Publisher: Springer
  • Publish Date: January 2020
  • Dimensions: 9.21 x 6.14 x 0.96 inches
  • Shipping Weight: 1.46 pounds
  • Page Count: 462

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