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Optimization for Data Analysis

Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic;

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Swarm Intelligence Methods for Statistical Regression

overview of statistical data analysis and key results in stochastic optimization theory Focuses on methodology and results rather;

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Swarm Intelligence Methods for Statistical Regression

of statistical data analysis and key results in stochastic optimization theory Focuses on methodology and results rather than formal proofs;

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Nature Inspired Computing for Data Science

optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores;

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Open Problems in Optimization and Data Analysis

Problems in Optimization and Data Science presented at the Deucalion Summer Institute for Advanced Studies in Optimization, Mathematics, and Data;

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Optimization and Control for Systems in the Big-Data Era

frameworks to help overcome this obstacle. Optimization and Control for Systems in the Big-Data Era: Theory and Applications is divided into five;

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Evolutionary Data Clustering

for data clustering. The book provides literature reviews about single objective and multi-objective evolutionary clustering algorithms;

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Multivariate Data Analysis on Matrix Manifolds

This graduate-level textbook aims to give a unified presentation and solution of several commonly used techniques for multivariate data;

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Data Envelopment Analysis with R

This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand;

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Data Envelopment Analysis with R

This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand;

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Statistics, Data Analysis And Decision Modeling

This book covers basic concepts of business statistics, data analysis, and management science in a spreadsheet environment. Practical;

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Computationally Intensive Statistics for Intelligent IoT

of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design;

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Data Intensive Industrial Asset Management

challenges of the parameter selection, statistical data analysis, predictive algorithms, big data storage and selection, data pattern recognition;

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Data Analysis, Optimization, and Simulation Modeling (with Printed Access Card), International Edition

DATA ANALYSIS, OPTIMIZATION, AND SIMULATION MODELING, 4e, International Edition is a teach-by-example approach, learner-friendly writing;

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Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation

challenges of the parameter selection, statistical data analysis, predictive algorithms, big data storage and selection, data pattern recognition;

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Block Trace Analysis and Storage System Optimization

, IO event trace analysis (block-level trace analysis particularly) is one of the most common approaches for system optimization and design;

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Post-Optimal Analysis in Linear Semi-Infinite Optimization

Post-Optimal Analysis in Linear Semi-Infinite Optimization examines the following topics in regards to linear semi-infinite;

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Big Data in Omics and Imaging, Two Volume Set

analysis and the modern advanced statistical methods for big data Provides tools for high dimensional data reduction Discusses searching;

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Classical And Modern Optimization

The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains;

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Classical And Modern Optimization

The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains;

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UX Optimization

quantitative research tools and techniques for analysis Know where to find UX behavioral data and when to use it Use qualitative research tools;

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Intelligent Computing Theories and Methodologies

-protein interaction prediction; biology inspired computing and optimization; analysis and visualization of large biological data sets; motif;

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Intelligent Computing Theories and Methodologies

-protein interaction prediction; biology inspired computing and optimization; analysis and visualization of large biological data sets; motif;

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Query Optimization

The Query Optimization for Data Warehouse Applications book provides novel solutions to support real time data and overcome query latency;

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IoT-Based Data Analytics for the Healthcare Industry

IoT Based Data Analytics for the Healthcare Industry: Techniques and Applications explores recent advances in the analysis of healthcare;

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Optimal Structural Design

This monograph studies optimization problems for rigid punches in elastic media and for high-speed penetration of rigid strikers into;

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Mathematical Modelling, Optimization and Their Applications

Modelling and optimization are the key tools for scientific analysis of real life systems. In the present scenario, the applications;

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