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totalt 185 träffar
Machine Learning Paradigms
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or …
Advances in Knowledge Discovery in Databases
This book presents recent advances in Knowledge discovery in databases (KDD) with a focus on the areas of market basket database, time-stamped databases and multiple related …
Probability Distributions in Risk Management Operations
This book is about the formulations, theoretical investigations, and practical applications of new stochastic models for fundamental concepts and operations of the discipline of …
Applications of Evolutionary Computation in Image Processing and Pattern Recognition
This book presents the use of efficient Evolutionary Computation (EC) algorithms for solving diverse real-world image processing and pattern recognition problems. It provides an …
Intelligent Techniques for Efficient Use of Valuable Resources
The book aims at presenting a multidisciplinary view meant to illustrate several significant efforts and results about the contribution of information technologies to make …
Advances in Personalized Web-Based Education
This book aims to provide important information about adaptivity in computer-based and/or web-based educational systems. In order to make the student modeling process clear, a …
Modeling with Rules Using Semantic Knowledge Engineering
This book proposes a consistent methodology for building intelligent systems.It puts forward several formal models for designing and implementing rules-based systems, and presents …
Reverse Hypothesis Machine Learning
This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning. Knowledge- acquisition -based learning is constrained …
Towards an Intelligent Learning Management System Under Blended Learning
What are the key channels to change in blended instructional practice as they relate to the use of a learning management system (LMS)? What role LMS users’ profiles play in …
Probability Collectives
This book provides an emerging computational intelligence tool in the framework of collective intelligence for modeling and controlling distributed multi-agent systems referred to …
Machine Learning Paradigms
The topic of this monograph falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the …
Intelligent Routines II
“Intelligent Routines II: Solving Linear Algebra and Differential Geometry with Sage” contains numerous of examples and problems as well as many unsolved problems. This book …