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1.

電子ブック

EB
by Miroslav Kubat
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
オンライン: http://dx.doi.org/10.1007/978-3-319-20010-1
目次情報: 続きを見る
A Simple Machine-Learning Task
Probabilities: Bayesian Classifiers
Similarities: Nearest-Neighbor Classifiers
Inter-Class Boundaries: Linear and Polynomial Classifiers
Artificial Neural Networks
Decision Trees
Computational Learning Theory
A Few Instructive Applications
Induction of Voting Assemblies
Some Practical Aspects to Know About
Performance Evaluation.-Statistical Significance
The Genetic Algorithm
Reinforcement learning
A Simple Machine-Learning Task
Probabilities: Bayesian Classifiers
Similarities: Nearest-Neighbor Classifiers
2.

電子ブック

EB
by Chi N. Thai
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
オンライン: http://dx.doi.org/10.1007/978-3-319-20418-5
目次情報: 続きを見る
Motivations & Instructional Approach
ROBOTIS’ Robot Systems
Hardware Characteristics
Software Tools
Foundational Concepts
Actuator Position Control Basics
Advanced Position Control
Wireless Communications Programming
Advanced Sensors
Embedded C Options
ROBOTIS-MINI System
Motivations & Instructional Approach
ROBOTIS’ Robot Systems
Hardware Characteristics
3.

電子ブック

EB
edited by Amir H. Gandomi, Amir H. Alavi, Conor Ryan
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
オンライン: http://dx.doi.org/10.1007/978-3-319-20883-1
目次情報: 続きを見る
Graph-Based Evolutionary Art
Genetic Programming for Modelling of Geotechnical Engineering Systems
Application of Genetic Programming in Hydrology
Application of Gene-Expression Programming in Hydraulics Engineering
Genetic Programming applications in Chemical Sciences and Engineering
Application of Genetic Programming for Electrical Engineering Predictive Modeling
Mate Choice in Evolutionary Computation
Genetically Improved Software
Design of Real-Time Computer-Based Systems Using Developmental Genetic Programming
Image Classification with Genetic Programming
On the Application of Genetic Programming for New Generation of Ground Motion Prediction Equations
Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Programming
Site Characterization Using GP, MARS, and GPR
Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processes in Contaminated Mine Sites
Potential of Genetic Programming in Hydroclimatic Prediction of Droughts
Application of Genetic Programming for Uniaxial and Multiaxial Modeling of Concrete
Genetic Programming for Mining Association Rules in Relational Database Environments
Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets
A New Evolutionary Approach to Geotechnical and Geo-environmental Modelling
Application of GFA-MLR and G/PLS Techniques in QSAR/QSPR Studies with Application in Medicinal Chemistry and Predictive Toxicology
Trading Volitility using Highly Accurate Symbolic Regression
GPTIPS 2: An Open-Source Software Platform for Symbolic Data Mining
eCrash: A Genetic Programming-Based Testing Tool for Object-Oriented Software
Graph-Based Evolutionary Art
Genetic Programming for Modelling of Geotechnical Engineering Systems
Application of Genetic Programming in Hydrology
4.

電子ブック

EB
edited by Lorna Uden, Marjan Heri?ko, I-Hsien Ting
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Business Information Processing ; 224
オンライン: http://dx.doi.org/10.1007/978-3-319-21009-4
目次情報: 続きを見る
Knowledge Management in Organizations ? A Bibliometric Analysis of Research Trends
Unifying Knowledge Creation Process through Cascading Modes of Communication
The Unspoken Requirements - Eliciting Tacit Knowledge as Building Blocks for Knowledge Management Systems
Modelling Knowledge Management Processes Using Fuzzy Cognitive Maps
Performance Measurement of Knowledge Resources Using Fuzzy Logic
Assessing the Effect of Knowledge Management Initiatives on Stakeholder Objectives Using Fuzzy TOPSIS
Successful Knowledge Sharing and Knowledge Management Practices
Heterogeneous Business Process Management: A Metamodel-based Approach
Application of Knowledge Management for Increasing the Effectiveness of Franchise Based Organizations
Client-Vendor Knowledge Transfer Mechanisms in the Context of Information Systems Outsourcing
An Empirical Study of the Effect of SCM Practice on Corporate Performance
Impact of Knowledge Sharing on Decision Making and Situation Analysis
Measurement Model of Relationship between Knowledge Management Enablers and Knowledge Management Performance in Public Sector
A Study on The Influence of National Culture on Knowledge Sharing
The Relationship between Knowledge Sharing Climate and Conflict Resolution Styles
Knowledge Sharing and Employee Development in Oil and Gas Companies in the United Arab Emirates
The Impact of Corporate Social Responsibility on the Firm’s Financial Performance: The Case of Publicly Listed Companies in the United Arab Emirates
Identification of the Main Problems in the Management of Innovation Processes and the Draft of Appropriate Recommendations
Innovations for Competitiveness
Knowledge Management Model for Project Management
Development of Knowledge Model for Construction Projects
A Novel Approach to Generating Test Cases with Genetic Programming
Research about Measurability of Information Quality
Product Data Analytics Service Model for Manufacturing Company
Stable Two-Sided Matching of Slot Allocation in Airport Collaborative Decision Making
Technology Monitoring Systems to Improve the Competitiveness and Innovation in Colombia Companies
Modelling Knowledge Spillover Effects Using Moderated and Mediation Analysis ? The Case of Czech High-Tech Industries
Indigenous Knowledge and Socioeconomic Development: Indigenous Tourism in Kenya
Reintegration of Slovak Researchers Returning to Slovak Companies
Knowledge Management Platforms and Tools
Possibilities of Streamlining within Business Intelligence Systems in Business Practice
Framework for Building a Big Data Platform for Publishing Industry
Cloud Based Office Suites - Users’ Attitudes towards Productivity, Usability and Security
Component Database Management System Design using Version Control
Multi-Column Query Method Research and Optimization on HBase
Social Networks and Mining Techniques
Introduction to Social Business Process Management
Understanding a Company’s Social Media Strategies and Customer Engagement
Using of Text Mining in Online Public Access Catalog
Learning Ontology from Text: A Storytelling Exploratory Case Study
State of the Art Construction Based on the J48 Classifier: Case Study of Internet of Things
Knowledge Management and the Internet of Things
The Effects of the Internet of Things and Big Data to Organizations and Their Knowledge Management Practices
Internet of Things Backed by Knowledge Management for Smart Home
WSN Lifetime Management with the Predictive Energy Management Mechanism for the Autonomous Cooperative Smart Logistics System - A Real World Knowledge Representation Scenario
A Study on the Effects of LED Light’s Pulse Width Modulation on Work Concentration
The “Green” in Internet of Things: Case Study of Faculty Environment
The Research on Path-based DoS Attack Detection Algorithm in Wireless Sensor Networks
Swarm Intelligence based Data Aggregation for Intruder Detection in Wireless Sensor Networks
Intelligent Sybil Attack Detection on Abnormal Connectivity Behavior in Mobile Social Networks
Internet of Things: A Prototype Architecture Using a Raspberry Pi
Internet of Things for Health: Japanese Consumers’ Needs for Preventive Healthcare Products
Knowledge Management in Healthcare
Ontology Driven Personal Health Knowledge Discovery
Design of Query-Driven Systems for Time-Utility Based Data Mining on Medical Data
Cord Blood Collection Promotion through Knowledge Sharing Using Change Management HSE model
Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples
Safety Use of Hospital Information Systems: A Preliminary Investigation
Integration of RIS and PACS for Efficient Knowledge Management in Healthcare ? A Case in Slovenia
Knowledge Management in Education and Research
Knowledge Management and Intellectual Capital in a University Context
Social Capital-Knowledge Management (SCKM) Analysis Framework On An E-Portfolio
Management of Cooperation Activities in University Science Park
Management Model for Planning Articulation at Universidad Distrital
Knowledge Ambassadors: Enhancing Tacit Knowledge Transfer in Kenyan Universities
An Analysis of the Content of Knowledge Management-Related Courses
Knowledge Management in Organizations ? A Bibliometric Analysis of Research Trends
Unifying Knowledge Creation Process through Cascading Modes of Communication
The Unspoken Requirements - Eliciting Tacit Knowledge as Building Blocks for Knowledge Management Systems
5.

電子ブック

EB
by Deepak P, Prasad M. Deshpande
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: SpringerBriefs in Computer Science ;
オンライン: http://dx.doi.org/10.1007/978-3-319-21257-9
目次情報: 続きを見る
1 Introduction
2 Fundamentals of Similarity Search
3 Common Similarity Search Operators
4 Categorizing Operators
5 Advanced Operators for Similarity Search
6 Indexing for Similarity Search Operators
7 The Road Ahead
1 Introduction
2 Fundamentals of Similarity Search
3 Common Similarity Search Operators
6.

電子ブック

EB
edited by Roberta Cuel, Robert Young
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Business Information Processing ; 225
オンライン: http://dx.doi.org/10.1007/978-3-319-21545-7
目次情報: 続きを見る
A Representational Analysis of the API4KP Metamodel
Ontologies for Business Networks Identification
Ontology Mapping in an E-Commerce Application
Ontologies in the Realm of Enterprise Modeling ? a Reality Check
Experience of Formal Application Ontology Development to Enhance User Understanding in a Geo Business Intelligence SaaS Platform
An Ontology-Based Architecture for Storage Management
Toward an Ontological Formalization of Technical Product for Design and Manufacturing
Developing an Ontology for Joints in Furniture Design
Created in Closed Interaction with the Industry: The Smart Appliances REFerence (SAREF) Ontology
An Ontology for Global Production Network Design and Reconfiguration
Ontology in Engineering Applications
A Representational Analysis of the API4KP Metamodel
Ontologies for Business Networks Identification
Ontology Mapping in an E-Commerce Application
7.

電子ブック

EB
edited by Robert Trappl
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Cognitive Technologies ;
オンライン: http://dx.doi.org/10.1007/978-3-319-21548-8
目次情報: 続きを見る
Robots' Ethical Systems: From Asimov’s Laws to Principlism, from Assistive Robots to Self-driving Cars
Robot: Multi-use Tool and Ethical Agent
Towards Human--Robot Interaction Ethics
Shall I Show You Some Other Shirts Too? The Psychology and Ethics of Persuasive Robots
Ethical Regulation of Robots Must Be Embedded in Their Operating Systems
Non-monotonic Resolution of Conflicts for Ethical Reasoning
Grafting Norms onto the BDI Agent Model
Constrained Incrementalist Moral Decision Making for a Biologically Inspired Cognitive Architecture
Case-Supported Principle-Based Behavior Paradigm
The Potential of Logic Programming as a Computational Tool to Model Morality
Robots' Ethical Systems: From Asimov’s Laws to Principlism, from Assistive Robots to Self-driving Cars
Robot: Multi-use Tool and Ethical Agent
Towards Human--Robot Interaction Ethics
8.

電子ブック

EB
by Justyna Petke
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Artificial Intelligence: Foundations, Theory, and Algorithms ;
オンライン: http://dx.doi.org/10.1007/978-3-319-21810-6
目次情報: 続きを見る
Introduction
Background
Solver Performance on Tractable CSPs: Empirical Evaluation
SAT Encodings
From CSP to SAT: Width Restrictions
From CSP to SAT: Language Restrictions
SAT Encodings of a Classical Problem: A Case Study
Conclusions. ? ?
Introduction
Background
Solver Performance on Tractable CSPs: Empirical Evaluation
9.

電子ブック

EB
edited by Vladimir Vovk, Harris Papadopoulos, Alexander Gammerman
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
オンライン: http://dx.doi.org/10.1007/978-3-319-21852-6
目次情報: 続きを見る
Chervonenkis’s Recollections
A Paper That Created Three New Fields
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
Sketched History: VC Combinatorics, 1826 up to 1975
Institute of Control Sciences through the Lens of VC Dimension
VC Dimension, Fat-Shattering Dimension, Rademacher Averages, and Their Applications
Around Kolmogorov Complexity: Basic Notions and Results
Predictive Complexity for Games with Finite Outcome Spaces
Making Vapnik?Chervonenkis Bounds Accurate
Comment: Transductive PAC-Bayes Bounds Seen as a Generalization of Vapnik?Chervonenkis Bounds
Comment: The Two Styles of VC Bounds
Rejoinder: Making VC Bounds Accurate
Measures of Complexity in the Theory of Machine Learning
Classes of Functions Related to VC Properties
On Martingale Extensions of Vapnik?Chervonenkis
Theory with Applications to Online Learning
Measuring the Capacity of Sets of Functions in the Analysis of ERM
Algorithmic Statistics Revisited
Justifying Information-Geometric Causal Inference
Interpretation of Black-Box Predictive Models
PAC-Bayes Bounds for Supervised Classification
Bounding Embeddings of VC Classes into Maximum Classes
Strongly Consistent Detection for Nonparametric Hypotheses
On the Version Space Compression Set Size and Its Applications
Lower Bounds for Sparse Coding
Robust Algorithms via PAC-Bayes and Laplace Distributions
Postscript: Tragic Death of Alexey Chervonenkis
Credits
Index
Chervonenkis’s Recollections
A Paper That Created Three New Fields
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
10.

電子ブック

EB
by Veronica Bolon-Canedo, Noelia Sanchez-Marono, Amparo Alonso-Betanzos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Artificial Intelligence: Foundations, Theory, and Algorithms ;
オンライン: http://dx.doi.org/10.1007/978-3-319-21858-8
目次情報: 続きを見る
Introduction to High-Dimensionality
Foundations of Feature Selection
Experimental Framework
Critical Review of Feature Selection Methods
Application of Feature Selection to Real Problems
Emerging Challenges
Introduction to High-Dimensionality
Foundations of Feature Selection
Experimental Framework