Aghajan, H. et al.
Human-Centric Interfaces for Ambient Intelligence
Academic Press 2009.10
525 pp.(H)
ISBN 0-12-374708-2
15,500円
Contents
1. Vision and Visual Interfaces/ 2. Speech Processing and Dialogue Management/ 3. Multimodal Interfaces/ 4. Smart Environment Applications/ Index/
* To create truly effective human-centric ambient intelligence systems both engineering and computing methods are needed. This is the first book to bridge data processing and intelligent reasoning methods for the creation of human-centered ambient intelligence systems. Interdisciplinary in nature, the book covers topics such as multi-modal interfaces, human-computer interaction, smart environments and pervasive computing, addressing principles, paradigms, methods and applications. *
Ao, S.- I. et al. ed.
Advances in Machine Learning and Data Analysis
Springer-Verlag 2009.11
239 pp.(H)
ISBN 90-481-3176-6
20,900円
Contents
1. 2D/3D Image Data Analysis for Object Tracking and Classification/ 2. Robot Competence Development by Constructive Learning/ 3. Using DigitalWatermarking for Securing Next Generation Media Broadcasts/ 4. A Reduced-Dimension ProcessorModel/ 5. Hybrid Machine Learning Model for Continuous Microarray Time Series/ 6. An Asymptotic Method to a Financial Optimization Problem/ 7. Analytical Design of Robust Multi-loop PI Controller for Multi-time Delay Processes/ 8. Automatic and Semi-automaticMethods for the Detection of Quasars in Sky Surveys/ 9. Improving Low-Cost Sail Simulator Results by Artificial Neural Networks Models/ 10. Rough Set Approaches to Unsupervised Neural Network Based Pattern Classifier/ 11. A New Robust Combined Method for Auto Exposure and Auto White-Balance/ 12. A Mathematical Analysis Around Capacitive Characteristics of the Current of CSCT: Optimum Utilization of Capacitors of Harmonic Filters/ 13. Harmonic Analysis and Optimum Allocation of Filters in CSCT/ 14. Digital Pen and Paper Technology as a Means of Classroom Administration Relief/ 15. A Conceptual Model for a Network-Based Assessment Security System/ 16. Incorrect Weighting of Absolute Performance in Self-Assessment/ Index/
* A large international conference on Advances in Machine Learning and Data Analysis was held in UC Berkeley, California, USA, October 22-24, 2008, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2008). *
Abdoullaev, A.
Reality, Universal Ontology, and Knowledge Systems
Toward the Intelligent World
IGI Global 2008.3
346 pp.(H)
ISBN 1-59904-966-X
12,300円
Contents
1. Introduction: Towards the Intelligent Civilization of Ontological Technology/ 2. Ways to View the World: A Standard Ontology as the Reality Framework and World Code/ 3. The World Code: Mathematical Ontology as the Real Road to Reality/ 4. What Makes Reality: Ontological Classes and Rules/ 5. What Orders Reality: Relationship, Relatives and Relations/ 6. What Organizes the World: N-Relational Entities/ 7. What Determines the World: Causality as the Life-or-Death Relationship/ 8. How to Reason about the World: The Common Reasoning Platform/ 9. How the World is Signified: Real World Semantics, or What Meaning Relationship is/ 10. How to Represent the World: Ontology-Controlled Natural Languages/ 11. Natural Language Intelligences: The Virtual or Digital Aristotle/ 12. The Knowledge Society Applications: The RRR Language Machines/ 13. Reality Classification System: A Product Line of the EIS UFO/ Index/
* The most thrilling and challenging intellectual issues of humanity are whether and how a consistent formal representation of reality as a comprehensive theory of everything and anything can be obtained and how powerful (superhuman) intelligent machines can be brought into existence. *
Srivastava, A. & Sahami, M. ed.
Text Mining
Classification, Clustering, and Applications
CRC Press 2009.6
328 pp.(H)
ISBN 1-4200-5940-8
10,200円
Contents
1. Analysis of Text Patterns Using Kernel Methods/ 2. Detection of Bias in Media Outlets with Statistical Learning Methods/ 3. Collective Classification for Text Classification/ 4. Topic Models. Nonnegative Matrix and Tensor Factorization for Discussion Tracking/ 5. Text Clustering with Mixture of von Misesisher Distributions/ 6. Constrained Partitional Clustering of Text Data: An Overview/ 7. Adaptive Information Filtering/ 8. Utility-Based Information Distillation/ 9. Text Search Enhanced with Types and Entities/ Index/
* The Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search. *
Ivancevic, V. G. & Ivancevic, T. T.
Quantum Neural Computation
Springer-Verlag 2009.10
940 pp.(H)
ISBN 90-481-3349-1
32,200円
Contents
1. Introduction/ 2. Brain and Classical Neural Networks/ 3. Quantum Theory Basics/ 4. Spatio-Temporal Chaos, Solitons and NLS/ 5. Quantum Brain and Cognition/ 6. Quantum Information, Games and Computation/ Appendix: Mathematical and Computational Tools/ References/ Index/
* This book describes this information transfer at the edge of classical and quantum chaos and turbulence, where mysterious quantum-mechanical linearity meets the brain's even more mysterious nonlinear complexity, in order to perform super-high-speed and error-free computations. This volume describes a crossroad between quantum field theory, brain science and computational intelligence. *
Ramacher, U. & Malsburg, C. ed.
On the Construction of Artificial Brains
人工頭脳の構築に向けて
Springer-Verlag 2010.2
370 pp.(H)
ISBN 3-642-00188-2
20,900円
Contents
1. The Difficulty of Modelling Artificial Brains/ 2. Information Processing In Nets with Constant Synapses/ 3. Theory of Nets with Constant or Dynamic Synapses/ 4. Macro-Dynamics of Nets with Constant Synapses/ 5. Information Processing with Dynamic Synapses/ 6. Nets for Feature Detection/ 7. Nets for Feature Recognition/ 8. Nets for Robust Head Detection/ 9. Extensions of The Vision Architecture/ 10. Look-Out/ 11. Preliminary Considerations on The Microelectronic Implementation/ 12. Elementary Circuits for Neurons, Synapses, and Photosensors/ 13. Simulation of Microelectronic Neural Circuits and Systems/ 14. Architecture and Chip Design of The Feature Recognizer/ 15. Architecture and Chip Design of The Feature Detector/ 16. 3D Stacking Technology/ 17. Architecture of First Generation Vision Cube/ Index/
* This book presents a first generation of artificial brains, using vision as sample application. An object recognition system is built, using neurons and synapses as exclusive building elements. The system contains a feature pyramid with 8 orientations and 5 resolution levels for 1000 objects and networks for binding of features into objects. This vision system can recognize objects robustly in the presence of changes in illumination, deformation, distance and pose (as long as object components remain visible). *
Hanazawa, A. et al. ed.
Brain-Inspired Information Technology
Springer-Verlag 2010.1
182 pp.(H)
ISBN 3-642-04024-1
16,400円
Contents
1. From the Contents: Mission capable autonomous control systems in the oceans, in the air and in space/ 2. Three Paths to Relevance/ 3. Brain-like Evolving Spiking Neural Networks for Multimodal Information Processing/ 4. Human-like local navigation system inspired by a hippocampal memory mechanism/ 5. Emergence of Behaviors by Reinforcement Learning Based on the Desire for Existence/ 6. Classification and novelty detection of omni-view images taken from a mobile robot/ 7. Curiosity and boredom based on prediction error as novel internal rewards/ 8. Skill Transfer of a Mobile Robot Obtained by Reinforcement Learning to a Different Mobile Robot/ 9. Effect of Fitness Functions on the Performance of Evolutionary Particle Swarm Optimization/ 10. Acquisition and extinction of avoidance response by social interaction in rats/ 11. Positive and negative effects of environmental chemicals on brain function in rodents/ 12. An adaptive controller system using mnSOM/ Index/ *
150-94 登録日 10.02.14
