Intelligent Decision Technologies 2016: Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) – Part II

Voorkant
Ireneusz Czarnowski, Alfonso Mateos Caballero, Robert J. Howlett, Lakhmi C. Jain
Springer, 13 jun 2016 - 480 pagina's

The KES-IDT-2016 proceedings give an excellent insight into recent research, both theoretical and applied, in the field of intelligent decision making. The range of topics explored is wide, and covers methods of grouping, classification, prediction, decision support, modelling and many more in such areas as finance, linguistics, medicine, management and transportation.

This proceedings contain several sections devoted to specific topics, such as:

· Specialized Decision Techniques for Data Mining, Transportation and Project Management

· Pattern Recognition for Decision Making Systems

· New Advances of Soft Computing in Industrial and Management Engineering

· Recent Advances in Fuzzy Systems

· Intelligent Data Analysis and Applications

· Reasoning-based Intelligent Systems

· Intelligent Methods for Eye Movement Data Processing and Analysis

· Intelligent Decision Technologies for Water Resources Management

· Intelligent Decision Making for Uncertain Unstructured Big Data

· Decision Making Theory for Economics

· Interdisciplinary Approaches in Business Intelligence Research and Practice

· Pattern Recognition in Audio and Speech Processing

The KES-IDT conference is a well-established international annual conference, interdisciplinary in nature. These two volumes of proceedings form an excellent account of the latest results and outcomes of recent research in this leading-edge area.

 

Geselecteerde pagina's

Inhoudsopgave

Comparison of Four Methods of Combining Classifiers on the Basis of Dispersed Medical Data
3
2 Estimation of Coefficient of Static Friction of Surface by Analyzing Photo Images
15
3 Decision Case Management for Digital Enterprise Architectures with the Internet of Things
27
Exploiting Emoticons to Generate Emotional Dictionaries from Facebook Pages
38
5 Multiple OntologyBased Indexing of Multimedia Documents on the World Wide Web
51
Feature Selection Methods Based on Decision Rule and Tree Models
63
Automatic Categorization of Email into Folders by Ant Colony Decision Tree and Social Networks
71
Using Dissimilarity Matrix for Eye Movement Biometrics with a Jumping Point Experiment
82
Intelligent Methods for Eye Movement Data Processing and Analysis
271
TimePreserving Visual Attention Maps
273
Evidence from Russian
284
Monitoring Dementia with Automatic Eye Movements Analysis
299
27 Eye Movement Evidence of Cognitive Strategies in SL Vocabulary Learning
311
Application of Eye Tracking for Diagnosis and Therapy of Children with Brain Disabilities
323
Intelligent Decision Technologies for Water Resources Management
334
Forecasting Domestic Water Consumption Using Bayesian Model
337

Epigenetically Inspired Modification of Genetic Algorithm and His Efficiency on Biological Sequence Alignment
95
MetaBayes Classifier with Markov Model Applied to the Control of Bioprosthetic Hand
106
Contextual Modelling Collaborative Recommender SystemReal Environment Deployment Results
119
Decision Trees on the Foreign Exchange Market
127
Covering by Joint and Disjoint Granules in Epsilon Concept Dependent Granulation
139
On Approaches to Discretization of Datasets Used for Evaluation of Decision Systems
149
Intelligent Decision Making for Uncertain Unstructured Big Data
160
15 A Bayesian Approach to Classify the Music Scores on the Basis of the Music Style
163
16 A Framework for Extracting Reliable Information from Unstructured Uncertain Big Data
175
ReasoningBased Intelligent Systems
186
17 Visual Builder of Rules for Spacecraft Onboard RealTime Knowledge Base
189
A Generic Document Retrieval Framework Based on UMLS Similarity for Biomedical Question Answering System
206
19 An IoA CloudBased Farmer Support System AgriMieru
217
Paraconsistent Process Order Control
227
Recent Advances in Fuzzy Systems
238
Modeling and Forecasting of WellBeing Using Fuzzy Cognitive Maps
241
22 Embedded Dynamic Fuzzy Cognitive Maps for Controller in Industrial Mixer
251
Analyzing Cloud Business Services with Choquet Fuzzy Integrals and Support Vector Machines
262
An Evaluation of the Instruments Aimed at Polands Water Savings
347
31 Soft Computing Approaches for Urban Water Demand Forecasting
357
Decision Making Theory for Economics
368
Ranking Alternatives by Pairwise Comparisons Matrix with Fuzzy Elements on AloGroup
371
An Analysis on Three Inflection Points on Four Economic Phases
381
Economic Rationalities and Governmental Actions on the Thetical Economics and the Antithetical Economics
388
Improvement of the Weights Due to Inconsistent Pairwise Comparisons in the AHP
397
36 Super Pairwise Comparison Matrix in the Dominant AHP
407
Interdisciplinary Approaches in Business Intelligence Research and Practice
415
37 Heterogeneous NoSQL Databases Abstraction Approach Based on Full Text Search Indexes
416
38 Potentials of Image Mining for Business Process Management
429
39 Decision Trees as Readable Models for Early Childhood Caries
441
Pattern Recognition in Audio and Speech Processing
452
Music Genre Classification Using a GradientBased Local Texture Descriptor
455
Robust Speaker Identification in a Meeting with Short Audio Segments
465
Author Index
478
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