Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology – ISAT 2016 – Part III (eBook)

Jerzy Świątek, Zofia Wilimowska, Leszek Borzemski, Adam Grzech (Herausgeber)

eBook Download: PDF

2016 | 1st ed. 2017
XV, 249 Seiten
Springer International Publishing (Verlag)
978-3-319-46589-0 (ISBN)

Infos

This four volume set of books constitutes the proceedings of the 2016 37th International Conference Information Systems Architecture and Technology (ISAT), or ISAT 2016 for short, held on September 18-20, 2016 in Karpacz, Poland. The conference was organized by the Department of Management Systems and the Department of Computer Science, Wrocław University of Science and Technology, Poland. The papers included in the proceedings have been subject to a thorough review process by highly qualified peer reviewers. The accepted papers have been grouped into four parts:

Part I-addressing topics including, but not limited to, systems analysis and modeling, methods for managing complex planning environment and insights from Big Data research projects.

Part II-discoursing about topics including, but not limited to, Web systems, computer networks, distributed computing, and mulit-agent systems and Internet of Things.

Part III-discussing topics including, but not limited to, mobile and Service Oriented Architecture systems, high performance computing, cloud computing, knowledge discovery, data mining and knowledge based management.

Part IV-dealing with topics including, but not limited to, finance, logistics and market problems, and artificial intelligence methods.

Inhalt

Preface 6
ISAT 2016 Conference Organization 8
General Chair 8
Program Co-Chairs 8
Local Organizing Committee 8
International Program Committee 9
ISAT 2016 Reviewers 11
Contents 14
Modelling and Identification 17
1 Applying Hidden Markov Models to Visual Activity Analysis for Simple Digital Control Panel Operations 18
Abstract 18
1 Introduction 18
2 Hidden Markov Models Overview 20
3 Control Panels Experiment Overview 20
4 Modeling Visual Activity by Hidden Markov Models 21
4.1 Preparation of Eye Tracking Data for HMM 21
4.2 HMM Estimation 22
4.3 Gender and Speedometer Effects in HMM 22
4.4 Analysis of HM Models for Speedometer Type Combination 24
5 Conclusions 27
Acknowledgments 28
References 28
2 Real-Time Sliding Mode Observer Estimator Integration in Hybrid Electric Vehicles Battery Management Systems 30
Abstract 30
1 Introduction 31
2 The Li-Ion Battery Model 32
3 The Sliding Mode Observer Estimator 38
3.1 Sliding Mode Observer Estimator—SOC Estimation Simulation Results 39
3.2 Sliding Mode Observer Estimator—Battery Cell Current Fault Detection Simulation Results 41
4 Conclusion 42
References 42
3 Recursive Identification of Nonlinear Aerodynamic Characteristics of Air-Plane 44
Abstract 44
1 Introduction 44
2 Air-Plane Mathematical Model 45
3 Review of Estimation Methods 46
3.1 Identification of Non-linear Functions of Aerodynamic Coefficients 48
3.2 Function Representation in Table 49
3.3 Identification of Aerodynamic Coefficient 50
3.4 Recursive Solution—On-Line Identification 51
4 Experiment Plan and Stimulation 52
5 Experiment Results 53
6 Conclusion 54
References 55
4 Actor Model Approach to Control Stability of an Articulated Vehicle 56
Abstract 56
1 Introduction 56
2 Mathematical Model 57
3 Formulation of the Articulated Vehicle Optimisation Problem 60
4 Actor Model Approach in Genetic Algorithm 61
5 Numerical Simulations 63
6 Conclusions 65
References 66
Image Processing 67
5 Automatic Detection of Nerves in Confocal Corneal Images with Orientation-Based Edge Merging 68
Abstract 68
1 Introduction 68
2 Existing Work 69
3 The Proposed Algorithm 70
3.1 Edge Intensity Detection 72
3.2 Seed Trees Identification 72
3.3 Splitting Seeds into Segments 72
3.4 Finding and Filling Gaps Between Segments 72
3.5 Finding Final Segments 74
4 Results 74
5 Conclusions 75
Acknowledgment 75
References 75
6 Methods of Digital Hilbert Optics in the Analysis and Objects’ Recognition 77
Abstract 77
1 Introduction 77
2 Materials and Methods 79
2.1 Theoretical Basics of Digital Hilbert Transformations 79
2.2 Investigated Objects 81
2.3 Investigated Transformations 82
3 Results 86
4 Conclusions 89
References 89
7 Light-Reflection Analysis Method for 3D Surface Damage Identification 90
Abstract 90
1 Introduction 91
2 3D Rendering Method 91
3 An Example of Application 93
4 Conclusions and Future Work 96
References 97
Operation Research Applications 99
8 Applications of Operations Research and Intelligent Techniques in the Health Systems 100
Abstract 100
1 Introduction 100
2 Methodology of the Analysis 102
3 Areas and Trends in ORAHS Research 107
4 Bibliometric Analysis of ORAHS Research 110
5 Concluding Remarks 115
References 116
9 A Simulation Model of Aircraft Ground Handling: Case Study of the Wroclaw Airport Terminal 117
Abstract 117
1 Introduction 117
1.1 Ground Handling at the Airport 118
1.2 Current Status of Knowledge 120
2 Simulation Model 122
3 Model Verification 125
4 Model Application: The Wroclaw Airport 127
5 Conclusions 130
Acknowledgments 131
References 131
10 Analysis of the Impact of Changes in the Size of the Waste Stream on the Process of Manual Sorting of Waste 134
Abstract 134
1 Introduction 134
2 Description of the Real System 135
2.1 Waste Flow 135
2.2 Sorting Cabin 136
3 Model of Sorting Line 137
4 Method of Waste Processing System Evaluation 139
5 Sensitivity Analysis 140
5.1 Assumptions 140
5.2 Results of the Analysis 141
6 Summary 142
References 142
11 The Extension of User Story Template Structure with an Assessment Question Based on the Kano Model 144
Abstract 144
1 Introduction 144
2 The Relationship Between Customer Satisfaction and the Degree to Which Customer Needs Are Met 145
3 The Use of Application Features Provided for the User: Study Results 147
4 Business Value as a Way to Increase Customer Satisfaction 149
5 Strengthening Value Managements by Connecting Agile and Lean Approaches 150
6 Product Backlog and Business Value as Primary Priority Factors 151
7 Applying the Kano Model to Classification and Elimination of Product Backlog Items 152
8 New Template for User Story Narrative and Evaluation 153
9 Conclusion 156
References 157
Manufacturing Systems 158
12 Comparison of Discrete Rate Modeling and Discrete Event Simulation. Methodological and Performance Aspects 159
Abstract 159
1 Introduction 159
2 Modeling Approaches 160
2.1 Classification of Methodologies and Modeling Techniques 160
2.2 Continuous Approach 161
2.3 Discrete Event Approach 161
2.4 Discrete Rate Approach 161
2.5 Modeling Techniques 162
3 Introduction to Simulation Modeling Techniques in Extendsim 163
4 Proposed Assumptions and Implementation of the Models 165
4.1 Simple One-Way Model 165
4.2 Attribute Modeling in Both Approaches 167
5 Conclusions 169
Acknowledgments 169
References 170
13 Simulation Tool for Effective Tasks Subcontracting in Manufacturing Networks 171
Abstract 171
1 Introduction 171
2 Algorithms of Partner Selection in Manufacturing Networks/Clusters 172
3 The Proposed Tool Structure 173
4 The Algorithm Verification on the Exemplary Order 176
5 Conclusions 179
References 180
14 Distribution of Inversions and the Power of the ?- Kendall’s Test 181
Abstract 181
1 Introduction 181
2 A Formula for Number of Inversions 182
3 Associations 184
4 The Power of the Test 188
References 191
Network and Transport Systems 192
15 Reduction of Congestion in Transport Networks with a Fractal Structure 193
Abstract 193
1 Introduction 194
2 A Reference Model of a Transport Network with a Fractal Structure 196
3 Problem Formulation 200
4 Conditions for Preventing Congestion 202
5 Conclusion 204
References 204
16 Modelling of Switching Networks with Multiservice Traffic by the IPGBMT Method 206
Abstract 206
1 Introduction 206
2 Multiservice Switching Network with Point-to-Group Selection 207
3 The PGBMT Method 208
3.1 Effective Availability in Switching Networks 209
3.2 Limited-Availability Group (LAG) 210
3.3 Algorithm for the Operation of the Classic PGBMT Method 211
4 The IPGBMT Method 212
4.1 Algorithm for the Operation of the IPGBMT Method 212
4.2 A Comparison of the PGBMT and IPGBMT Methods 214
5 Conclusions 215
References 215
17 Time to Buffer Overflow in a Finite-Capacity Queueing Model with Setup and Closedown Times 217
Abstract 217
1 Introduction and Preliminaries 217
2 Description of Queueing Model 219
3 Equations for Conditional CDF of Time to Buffer Overflow 219
4 Corresponding System of Equations for LTs 221
5 Compact Solution for LT of CDF of Time to Buffer Overflow 223
6 Conclusion 225
References 225
18 The Multiple Criteria Optimization Problem of Joint Matching Carpoolers and Common Route Planning 227
Abstract 227
1 Introduction 227
2 Mathematical Model 229
3 Solution 233
3.1 Preferences of the Carpoolers 234
3.2 Dynamic Programming 234
3.3 Shortest Path 236
4 Conclusions 236
References 237
19 The Impact of Structure Network Parameters on Consumers Behavior: A Cellular Automata Model 239
Abstract 239
1 Introduction 239
2 The Model 241
3 Simulation Experiments 243
3.1 Experimental Design 243
3.2 Simulation Results 244
4 Discussion and Conclusion 246
Acknowledgments 247
References 248
Author Index 250

Produkt-Details

• Erscheint lt. Verlag: 23.9.2016
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Zusatzinfo: XV, 249 p. 90 illus., 56 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Nachrichtentechnik
• Schlagworte: Computer Networks • information systems • Information Systems Architecture • ISAT 2016 • Risk Management
• ISBN-10: 3-319-46589-9 / 3319465899
• ISBN-13: 978-3-319-46589-0 / 9783319465890