This book contains valuable studies in data mining from both foundational and practical perspectives. It covers a broad range of subjects, from a conceptual framework of data mining to the role of sample size, as well as many different fields of data mining.
This book contains valuable studies in data mining from both foundational and practical perspectives. It covers a broad range of subjects, from a c...
This edited volume deals with the theoretical and methodological aspects, as well as various evolutionary algorithm applications to many real world problems originating from science, technology, business and commerce. It comprises 15 chapters including an introductory chapter which covers the fundamental definitions and outlines some important research challenges. Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.
This edited volume deals with the theoretical and methodological aspects, as well as various evolutionary algorithm applications to many real world...
Humans are remarkable in processing speech, audio, image and some biomedical signals. Artificial neural networks are proved to be successful in performing several cognitive, industrial and scientific tasks. This peer reviewed book presents some recent advances and surveys on the applications of artificial neural networks in the areas of speech, audio, image and biomedical signal processing. It consists of 18 chapters prepared by some reputed researchers and practitioners around the globe.
Humans are remarkable in processing speech, audio, image and some biomedical signals. Artificial neural networks are proved to be successful in per...
Part of the 'Studies in Computational Intelligence' series, the authors cover the behavioural approach, discuss the behavioural framework, and focus on full interconnection issues, as well as partial interconnection issues.
Part of the 'Studies in Computational Intelligence' series, the authors cover the behavioural approach, discuss the behavioural framework, and focus o...
During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments 8]. For instance, in optimization and computer science, scheduling has been de?ned as "the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way" and in production as "production schedule, i. e., the planning of the...
During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch Schedulingappears in many a...
What is computational intelligence (CI)? Traditionally, CI is understood as a collection of methods from the ?elds of neural networks (NN), fuzzy logic and evolutionary computation. Various de?nitions and opinions exist, but what belongs to CI is still being debated; see, e.g., 1-3]. More recently there has been a proposal to de?ne the CI not in terms of the tools but in terms of challenging problems to be solved 4]. With this edited volume I have made an attempt to give a representative sample of contemporary CI activities in automotive applications to illustrate the state of the art....
What is computational intelligence (CI)? Traditionally, CI is understood as a collection of methods from the ?elds of neural networks (NN), fuzzy logi...
This book includes 37 chapters which discuss examples of the application of intelligence technologies to five separate fields that reflect the main streams of practical and scientific interest within the computer related community.
This book includes 37 chapters which discuss examples of the application of intelligence technologies to five separate fields that reflect the main...
Thepurposeofthe 7thIEEE/ACISInternationalConferenceonComputerandInfor- tion Science (ICIS2008)and the 2nd IEEE/ACISInternationalWorkshop on e-Activity (IWEA 2008) to be held on May 14 16, 2008 in Portland, Oregon, U.S.A. is to bring together scientists, engineers, computer users, and students to share their experiences and exchange new ideas and research results about all aspects (theory, applications and tools) of computer and information science; and to discuss the practical challenges - countered along the way and the solutions adopted to solve them. In January, 2008 one of editors of this...
Thepurposeofthe 7thIEEE/ACISInternationalConferenceonComputerandInfor- tion Science (ICIS2008)and the 2nd IEEE/ACISInternationalWorkshop on e-Activity...
Just over thirty years after Holland first presented the outline for Learning Classifier System paradigm, the ability of LCS to solve complex real-world problems is becoming clear. In particular, their capability for rule induction in data mining has sparked renewed interest in LCS. This book brings together work by a number of individuals who are demonstrating their good performance in a variety of domains.
The first contribution is arranged as follows: Firstly, the main forms of LCS are described in some detail. A number of historical uses of LCS in data mining are then reviewed...
Just over thirty years after Holland first presented the outline for Learning Classifier System paradigm, the ability of LCS to solve complex real-...
Artists and creators in interactive art and interaction design have long been conducting research on human-machine interaction. Through artistic, conceptual, social and critical projects, they have shown how interactive digital processes are essential elements for their artistic creations. Resulting prototypes have often reached beyond the art arena into areas such as mobile computing, intelligent ambiences, intelligent architecture, fashionable technologies, ubiquitous computing and pervasive gaming. Many of the early artist-developed interactive technologies have influenced new design...
Artists and creators in interactive art and interaction design have long been conducting research on human-machine interaction. Through artistic, c...
