Artificial Intelligence category: 3567 books
The Race for Work
Escape Automation, Transform Your Career and Thrive in the Second Machine Age
Language: English
Release Date: March 2, 2017
Discover the secrets for thriving in a world being swept by automation!
The rapid growth of technology and automation has changed the way we seek our work and find fulfillment--money, meaning, and freedom. Those who don't adapt are being trapped in the downward spiral of career stagnation,...
Learning Analytics: Fundaments, Applications, and Trends
A View of the Current State of the Art to Enhance e-Learning
Language: English
Release Date: February 17, 2017
This book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications....
Fuzzy Hierarchical Model for Risk Assessment
Principles, Concepts, and Practical Applications
Language: English
Release Date: April 11, 2013
Risk management is often complicated by situational uncertainties and the subjective preferences of decision makers. Fuzzy Hierarchical Model for Risk Assessment introduces a fuzzy-based hierarchical approach to solve risk management problems considering both qualitative and quantitative criteria...
by Jesus Soto, Oscar Castillo, Patricia Melin
Language: English
Release Date: November 19, 2017
Language: English
Release Date: November 19, 2017
This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series. This book describes the construction of ensembles of Interval Type-2 Fuzzy Neural Networks models and the optimization of their fuzzy integrators with bio-inspired...
Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy
5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised Selected Papers
Language: English
Release Date: November 24, 2017
This book constitutes revised selected papers from the 5th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2017, held in Skopje, Macedonia, in September 2017.
The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and...
by João Baúto, Rui Neves, Nuno Horta
Language: English
Release Date: February 3, 2018
Language: English
Release Date: February 3, 2018
This Brief presents a study of SAX/GA, an algorithm to optimize market trading strategies, to understand how the sequential implementation of SAX/GA and genetic operators work to optimize possible solutions. This study is later used as the baseline for the development of parallel techniques capable...
Data Analytics for Renewable Energy Integration
4th ECML PKDD Workshop, DARE 2016, Riva del Garda, Italy, September 23, 2016, Revised Selected Papers
Language: English
Release Date: January 18, 2017
This book constitutes revised selected papers from the 4th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2016, held in Riva del Garda, Italy, in September 2016.
The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and...
Advanced Concepts for Intelligent Vision Systems
17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings
Language: English
Release Date: October 20, 2016
This book constitutes the refereed proceedings of the 17th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2016, held in Lecce, Italy, in October 2016.
The 64 revised full papers presented in this volume were carefully selected from 137 submissions. They deal with classical...
Swarm, Evolutionary, and Memetic Computing
5th International Conference, SEMCCO 2014, Bhubaneswar, India, December 18-20, 2014, Revised Selected Papers
Language: English
Release Date: July 31, 2015
This volume constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2014, held in Bhubaneswar, India, in December 2014.
The total of 96 papers presented in this volume was carefully reviewed and...
Machine Learning and Data Mining in Pattern Recognition
13th International Conference, MLDM 2017, New York, NY, USA, July 15-20, 2017, Proceedings
Language: English
Release Date: July 1, 2017
This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2017, held in New York, NY, USA in July/August 2017.
The 31 full papers presented in this book were carefully reviewed and selected from 150 submissions....
by Rui Ferreira Neves, Nuno Horta, Antonio Daniel Silva
Language: English
Release Date: February 11, 2016
Language: English
Release Date: February 11, 2016
This work presents a new approach to portfolio composition in the stock market. It incorporates a fundamental approach using financial ratios and technical indicators with a Multi-Objective Evolutionary Algorithms to choose the portfolio composition with two objectives the return and the risk. Two...
by Antonio Gorgulho, Rui F.M.F. Neves, Nuno C.G. Horta
Language: English
Release Date: September 26, 2012
Language: English
Release Date: September 26, 2012
The management of financial portfolios or funds constitutes a widely known problematic in financial markets which normally requires a rigorous analysis in order to select the most profitable assets. This subject is becoming popular among computer scientists which try to adapt known Intelligent Computation...
by António M.L. Canelas, Rui F.M.F. Neves, Nuno C.G. Horta
Language: English
Release Date: September 26, 2012
Language: English
Release Date: September 26, 2012
This book presents a new computational finance approach combining a Symbolic Aggregate approximation (SAX) technique with an optimization kernel based on genetic algorithms (GA). While the SAX representation is used to describe the financial time series, the evolutionary optimization kernel is used...
Machine Learning Meets Medical Imaging
First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015, Revised Selected Papers
Language: English
Release Date: December 29, 2015
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