Advanced Computing category: 10844 books
Apache Solr
A Practical Approach to Enterprise Search
Language: English
Release Date: December 26, 2015
Build an enterprise search engine using Apache Solr: index and search documents; ingest data from varied sources; apply various text processing techniques; utilize different search capabilities; and customize Solr to retrieve the desired results. Apache Solr: A Practical Approach to Enterprise Search...
by Nan Cao, Weiwei Cui
Language: English
Release Date: October 22, 2016
Language: English
Release Date: October 22, 2016
This book provides a systematic review of many advanced techniques to support the analysis of large collections of documents, ranging from the elementary to the profound, covering all the aspects of the visualization of text documents. Particularly, we start by introducing the fundamental concept...
Collaboration in a Data-Rich World
18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, Vicenza, Italy, September 18-20, 2017, Proceedings
Language: English
Release Date: September 6, 2017
This book constitutes the refereed proceedings of the 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, held in Vicenza, Italy, in September 2017.
The 68 revised full papers were carefully reviewed and selected from 159 submissions. They provide a comprehensive overview...
by Sebastian Raschka, David Julian, John Hearty
Language: English
Release Date: August 31, 2016
Language: English
Release Date: August 31, 2016
Leverage benefits of machine learning techniques using Python
About This Book
Improve and optimise machine learning systems using effective strategies.
Develop a strategy to deal with a large amount of data.
Use of Python code for implementing a range of machine learning algorithms and techniques.
Who...
Pro Deep Learning with TensorFlow
A Mathematical Approach to Advanced Artificial Intelligence in Python
Language: English
Release Date: December 6, 2017
Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the mathematical understanding and intuition required to invent new deep learning architectures and solutions on your own.
Pro Deep Learning with TensorFlow provides practical, hands-on expertise so...
Hands-On Reinforcement Learning with Python
Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
Language: English
Release Date: June 28, 2018
A hands-on guide enriched with examples to master deep reinforcement learning algorithms with Python
Key Features
Your entry point into the world of artificial intelligence using the power of Python
An example-rich guide to master various RL and DRL algorithms
Explore various state-of-the-art...
by Artur Gramacki
Language: English
Release Date: December 21, 2017
Language: English
Release Date: December 21, 2017
This book describes computational problems related to kernel density estimation (KDE) – one of the most important and widely used data smoothing techniques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are presented.
The theory...
Guide to Convolutional Neural Networks
A Practical Application to Traffic-Sign Detection and Classification
Language: English
Release Date: May 17, 2017
This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational...
Intelligent Information and Database Systems
10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I
Language: English
Release Date: March 3, 2018
The two-volume set LNAI 10751 and 10752 constitutes the refereed proceedings of the 10th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2018, held in Dong Hoi City, Vietnam, in March 2018.
The total of 133 full papers accepted for publication in these proceedings was carefully...
Information Technology for Management. Ongoing Research and Development
15th Conference, AITM 2017, and 12th Conference, ISM 2017, Held as Part of FedCSIS, Prague, Czech Republic, September 3-6, 2017, Extended Selected Papers
Language: English
Release Date: February 27, 2018
This book constitutes extended selected papers from the 15th Conference on Advanced Information Technologies for Management, AITM 2017, and the 12th Conference on Information Systems Management, ISM 2017, held as part of the Federated Conference on Computer Science and Information Systems, FedCSIS,...
IT Governance
An International Guide to Data Security and ISO27001/ISO27002
Language: English
Release Date: September 3, 2015
Faced with constant and fast-evolving threats to information security and with a growing exposure to cyber risk, managers at all levels and in organizations of all sizes need a robust IT governance system. Now in its sixth edition, the bestselling IT Governance provides guidance for companies looking...
Advances in Databases and Information Systems
19th East European Conference, ADBIS 2015, Poitiers, France, September 8-11, 2015, Proceedings
Language: English
Release Date: August 14, 2015
This book constitutes the thoroughly refereed proceedings of the 19th East European Conference on Advances in Databases and Information Systems, ADBIS 2015, held in Poitiers, France, in September 2015. The 31 full papers and 18 short papers presented were carefully selected and reviewed from 135 submissions....
Enterprise Systems Integration
A Process-Oriented Approach
Language: English
Release Date: December 4, 2013
The field of enterprise systems integration is constantly evolving, as every new technology that is introduced appears to make all previous ones obsolete. Despite this continuous evolution, there is a set of underlying concepts and technologies that have been gaining an increasing importance in this...
by Miroslav Kubat
Language: English
Release Date: August 31, 2017
Language: English
Release Date: August 31, 2017
This textbook presents fundamental machine learning concepts in an easy to understand manner by providing practical advice, using straightforward examples, and offering engaging discussions of relevant applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear...