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Intelligent Decision Technologies : Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015) / edited by Rui Neves-Silva, Lakhmi C. Jain, Robert J. Howlett

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Titel Intelligent Decision Technologies : Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015) / edited by Rui Neves-Silva, Lakhmi C. Jain, Robert J. Howlett
PersonNeves-Silva, Rui [Herausgeber/in]
Jain, Lakhmi C. [Herausgeber/in]
Howlett, Robert J. [Herausgeber/in]
VeröffentlichungCham ; s.l. : Imprint: Springer, 2015
Umfang / Format Online-Ressource (XVI, 685 p. 134 illus, online resource)
Anmerkungen Description based upon print version of record
Preface; International Programme Committee Members; Contents; 1 Propositional Algebra P1; Abstract; 1 Introduction; 2 Some Pre-Algebraic Structures; 3 The Curry Algebra P1; 4 Propositional Algebra P1; 5 Conclusions; References; 2 A Cloud-Based Vegetable Production and Distribution System; Abstract; 1 Introduction; 2 ICT Agriculture in Japan; 3 The Academic Point of View; 4 Project Description; 5 Possible Threats Against IOT; 6 Matching Algorithm; 7 Interface Design; 8 Conclusions and Future Work; Acknowledgments; References; Capacity Planning in Non-uniform Depth Anchorages; 1 Introduction
2 Problem Description and Previous Work3 Corner Points and the MHDF Algorithm; 4 The Non-uniform MHDF Algorithm; 4.1 A Model for Non-uniform Depth Anchorage Areas; 4.2 Corner Point Calculation in Non-uniform Depth Anchorages; 4.3 Proof of Convergence; 5 Computational Experiments; 6 Summary and Conclusions; References; Automatic Image Classification for the Urinoculture Screening; 1 Introduction; 2 Data Preprocessing; 3 Urinary Bacterial Infections' Classification; 4 Infection Severity Estimation; 5 Identification of Candida Infections; 6 Conclusions; References
5 Comparing Hybrid Metaheuristics for the Bus Driver Rostering ProblemAbstract; 1 Introduction; 2 The Bus Driver Rostering Problem; 3 Rostering by Metaheuristics; 3.1 Concept Overview; 3.2 Application to BDRP; 3.3 Metaheuristics; 4 Computational Tests; 4.1 Results; 5 Conclusions and Future Work; References; Effective Stopping Rule for Population-Based Cooperative Search Approach to the Vehicle Routing Problem; 1 Introduction; 2 Cooperative Search Approach to the VRP; 2.1 Vehicle Routing Problem; 2.2 Model; 2.3 Stopping Criterion; 3 Computational Experiment
3.1 Experiment Goal and Main Assumptions3.2 Results Presentation and Analysis; 4 Conclusions; References; GEFCOM 2014---Probabilistic Electricity Price Forecasting; 1 Introduction; 2 Methods; 2.1 ARMAX; 2.2 Gradient Boosting Decision Trees; 3 Data Description; 4 Experiment Methodology; 5 Results; 6 Conclusions and Future Work; References; Nearest Neighbour Algorithms for Forecasting Call Arrivals in Call Centers; 1 Introduction; 2 The Forecasting Problem; 3 The K-Nearest Neighbour Algorithm; 4 Numerical Experiments; 5 Conclusions; References
A Rule Based Framework for Smart Training Using sEMG Signal1 Introduction; 2 Exercise Evaluation; 2.1 sEMG Feature Extraction; 3 Fuzzy Engine for Training Strategy Decision; 4 Conclusion; References; Distributed Speech Recognition for Lighting System Control; 1 Introduction; 2 DSR Scheme; 2.1 Front-End; 2.2 Back-End; 2.3 Communication Scheme; 3 Case Study Architecture; 4 Experimental Results; 4.1 System Setup; 4.2 Results; 5 Conclusion and Future Works; References; 11 An Experimental Study of Scenarios for the Agent-Based RBF Network Design; Abstract; 1 Introduction
2 Schemas for RBF Network Design
Propositional Algebra P1Cloud-based Vegetable Production and Distribution System -- Capacity Planning in Non-Uniform Depth Anchorages -- Automatic Image Classification for the Urinoculture Screening -- Comparing Hybrid Metaheuristics for the Bus Driver Rostering Problem -- Effective Stopping Rule for Population-based Cooperative Search Approach to the Vehicle Routing Problem -- GEFCOM 2014 - Probabilistic Electricity Price Forecasting -- Nearest Neighbour Algorithms for Forecasting Call Arrivals in Call Centers -- A Rule Based Framework for Smart Training Using sEMG Signal -- Distributed Speech Recognition for Lighting System Control -- An Experimental Study of Scenarios for the Agent-based RBF Network Design.- Eye Movements Data Processing for Ab Initio Military Pilot Training -- Massive-Scale Gaze Analytics Exploiting High Performance Computing -- Simulation Approach to Select Interoperable Solutions In Supply Chain Dyads -- Probabilistic Weighted CP-nets -- Dealing with Seasonality While Forecasting Urban Water Demand -- Short Term Load Forecasting for Residential Buildings - An Extensive Literature Review -- Possibilistic Very Fast Decision Tree for Uncertain Data Streams -- Detection of Variations in Holter ECG recordings based on Dynamic Cluster Analysis.- A Theoretical Framework for Trusted Communication -- Design Requirements to Integrate Eye Trackers in Simulation Environments: Aeronautical Use Case -- Human Friendly Associative Classifiers for Early Childhood Caries -- QoS-aware Web Service Composition Using Quantum Inspired Particle Swarm Optimization -- Fitness Metrics for QoS-aware Web Service Composition using Metaheuristics -- Distance-based Ensemble Online Classifier with kernel clustering -- A Survey on Expert Systems for Diagnosis Support in the Field of Neurology -- Towards a New Approach for an Effective Querying of Distributed Databases -- Application of Bayesian Networks to the Forecasting of Daily Water Demand -- SyLAR - the System for Logic and Automated Reasoning for Situation Management Decision Support Systems -- Reasoning and Decision Making in an Inconsistent World -- A Study on Composition of Elements for AHP -- Probabilistic Forecasting of Solar Power: An Ensemble Learning Approach -- Using Argumentation to Develop a Set of Rules for Claims Classiffication -- Journal Impact Factor Revised with Focused View -- The Improvement of Pairwise Comparison method of the alternatives in the AHP -- Using Super Pairwise Comparison Matrix for Calculation of the multiple dominant AHP -- Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns -- Decision Making Support Technique Based on Territory Wellbeing Estimation -- An Approach for Text Mining Based on Noun Phrases -- Reinforcement Learning Strategy for Solving the MRCPSP by a Team of Agents -- Comparison of Classical Multi-Criteria Decision MakingMethods with Fuzzy Rule-Based Methods on the Example of Investment Projects Evaluation -- Leveraging Textual Information for Improving Decision-Making in the Business Process Lifecycle -- FCA for Users' Social Circles Extension -- Mining Historical Social Issues -- Evolving an Adaptive Artificial Neural Network with a Gravitational Search Algorithm -- Improving Model-based Mobile Gaze Tracking -- Artificial Intelligence Based Techniques For Rare Patterns Detection in the Industrial Field -- Strategic Decision-making from the Perspective of Fuzzy Two-echelon Supply Chain Model -- Dynamic-Programming based Method for Fixation-to-Word Mapping -- A Bilevel Synthetic Winery System for Balancing Profits and Perishable Production Quality -- Building A Sensitivity-Based Portfolio Selection Models.
SpracheEnglisch (Sprache des Textes)
LandDeutschland
ISBN9783319198576
Nummer9783319198569 (ISBN der Sekundärausgabe)
1657341658 (K10Plus-Nummer)
Schriftenreihe (Smart Innovation, Systems and Technologies ; 39)
(SpringerLink. Bücher)
Schlagwörter Engineering
Artificial intelligence
Computational intelligence.
Inhalt Propositional Algebra P1 -- Cloud-based Vegetable Production and Distribution System -- Capacity Planning in Non-Uniform Depth Anchorages -- Automatic Image Classification for the Urinoculture Screening -- Comparing Hybrid Metaheuristics for the Bus Driver Rostering Problem -- Effective Stopping Rule for Population-based Cooperative Search Approach to the Vehicle Routing Problem -- GEFCOM 2014 - Probabilistic Electricity Price Forecasting -- Nearest Neighbour Algorithms for Forecasting Call Arrivals in Call Centers -- A Rule Based Framework for Smart Training Using sEMG Signal -- Distributed Speech Recognition for Lighting System Control -- An Experimental Study of Scenarios for the Agent-based RBF Network Design -- Eye Movements Data Processing for Ab Initio Military Pilot Training -- Massive-Scale Gaze Analytics Exploiting High Performance Computing -- Simulation Approach to Select Interoperable Solutions In Supply Chain Dyads -- Probabilistic Weighted CP-nets -- Dealing with Seasonality While Forecasting Urban Water Demand -- Short Term Load Forecasting for Residential Buildings - An Extensive Literature Review -- Possibilistic Very Fast Decision Tree for Uncertain Data Streams -- Detection of Variations in Holter ECG recordings based on Dynamic Cluster Analysis -- A Theoretical Framework for Trusted Communication -- Design Requirements to Integrate Eye Trackers in Simulation Environments: Aeronautical Use Case -- Human Friendly Associative Classifiers for Early Childhood Caries -- QoS-aware Web Service Composition Using Quantum Inspired Particle Swarm Optimization -- Fitness Metrics for QoS-aware Web Service Composition using Metaheuristics -- Distance-based Ensemble Online Classifier with kernel clustering -- A Survey on Expert Systems for Diagnosis Support in the Field of Neurology -- Towards a New Approach for an Effective Querying of Distributed Databases -- Application of Bayesian Networks to the Forecasting of Daily Water Demand -- SyLAR – the System for Logic and Automated Reasoning for Situation Management Decision Support Systems -- Reasoning and Decision Making in an Inconsistent World -- A Study on Composition of Elements for AHP -- Probabilistic Forecasting of Solar Power: An Ensemble Learning Approach -- Using Argumentation to Develop a Set of Rules for Claims Classiffication -- Journal Impact Factor Revised with Focused View -- The Improvement of Pairwise Comparison method of the alternatives in the AHP -- Using Super Pairwise Comparison Matrix for Calculation of the multiple dominant AHP -- Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns -- Decision Making Support Technique Based on Territory Wellbeing Estimation -- An Approach for Text Mining Based on Noun Phrases -- Reinforcement Learning Strategy for Solving the MRCPSP by a Team of Agents -- Comparison of Classical Multi-Criteria Decision MakingMethods with Fuzzy Rule-Based Methods on the Example of Investment Projects Evaluation -- Leveraging Textual Information for Improving Decision-Making in the Business Process Lifecycle -- FCA for Users' Social Circles Extension -- Mining Historical Social Issues -- Evolving an Adaptive Artificial Neural Network with a Gravitational Search Algorithm -- Improving Model-based Mobile Gaze Tracking -- Artificial Intelligence Based Techniques For Rare Patterns Detection in the Industrial Field -- Strategic Decision-making from the Perspective of Fuzzy Two-echelon Supply Chain Model -- Dynamic-Programming based Method for Fixation-to-Word Mapping -- A Bilevel Synthetic Winery System for Balancing Profits and Perishable Production Quality -- Building A Sensitivity-Based Portfolio Selection Models.
Inhalt This book presents the 57 papers accepted for presentation at the Seventh KES International Conference on Intelligent Decision Technologies (KES-IDT 2015), held in Sorrento, Italy, in June 2015. The conference consists of keynote talks, oral and poster presentations, invited sessions and workshops on the applications and theory of intelligent decision systems and related areas. The conference provides an opportunity for the presentation and discussion of interesting new research results, promoting knowledge transfer and the generation of new ideas. The book will be of interest to all those whose work involves the development and application of intelligent decision systems.
  https://doi.org/10.1007/978-3-319-19857-6

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