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Emrouznejad, Ali

Big Data Optimization: Recent Developments and Challenges

Emrouznejad, Ali - Big Data Optimization: Recent Developments and Challenges, ebook

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ISBN: 9783319302652
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Table of contents

1. Big Data: Who, What and Where? Social, Cognitive and Journals Map of Big Data Publications with Focus on Optimization
Ali Emrouznejad, Marianna Marra

2. Setting Up a Big Data Project: Challenges, Opportunities, Technologies and Optimization
Roberto V. Zicari, Marten Rosselli, Todor Ivanov, Nikolaos Korfiatis, Karsten Tolle, Raik Niemann, Christoph Reichenbach

3. Optimizing Intelligent Reduction Techniques for Big Data
Florin Pop, Catalin Negru, Sorin N. Ciolofan, Mariana Mocanu, Valentin Cristea

4. Performance Tools for Big Data Optimization
Yan Li, Qi Guo, Guancheng Chen

5. Optimising Big Images
Tuomo Valkonen

6. Interlinking Big Data to Web of Data
Enayat Rajabi, Seyed-Mehdi-Reza Beheshti

7. Topology, Big Data and Optimization
Mikael Vejdemo-Johansson, Primoz Skraba

8. Applications of Big Data Analytics Tools for Data Management
Mo Jamshidi, Barney Tannahill, Maryam Ezell, Yunus Yetis, Halid Kaplan

9. Optimizing Access Policies for Big Data Repositories: Latency Variables and the Genome Commons
Jorge L. Contreras

10. Big Data Optimization via Next Generation Data Center Architecture
Jian Li

11. Big Data Optimization Within Real World Monitoring Constraints
Kristian Helmholt, Bram Waaij

12. Smart Sampling and Optimal Dimensionality Reduction of Big Data Using Compressed Sensing
Anastasios Maronidis, Elisavet Chatzilari, Spiros Nikolopoulos, Ioannis Kompatsiaris

13. Optimized Management of BIG Data Produced in Brain Disorder Rehabilitation
Peter Brezany, Olga Štěpánková, Markéta Janatová, Miroslav Uller, Marek Lenart

14. Big Data Optimization in Maritime Logistics
Berit Dangaard Brouer, Christian Vad Karsten, David Pisinger

15. Big Network Analytics Based on Nonconvex Optimization
Maoguo Gong, Qing Cai, Lijia Ma, Licheng Jiao

16. Large-Scale and Big Optimization Based on Hadoop
Yi Cao, Dengfeng Sun

17. Computational Approaches in Large-Scale Unconstrained Optimization
Saman Babaie-Kafaki

18. Numerical Methods for Large-Scale Nonsmooth Optimization
Napsu Karmitsa

19. Metaheuristics for Continuous Optimization of High-Dimensional Problems: State of the Art and Perspectives
Giuseppe A. Trunfio

20. Convergent Parallel Algorithms for Big Data Optimization Problems
Simone Sagratella

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics), Operation Research/Decision Theory

Editor
Publisher
Springer
Publication year
2016
Language
en
Edition
1
Series
Studies in Big Data
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319302652
Printed ISBN
978-3-319-30263-8

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