Intelligence in the Era of Big Data: 4th International Conference on Soft Computing, Intelligent Systems, and Information Technology, ICSIIT 2015, Bali, Indonesia, March 11-14, 2015. Proceedings

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Book's Detail

Intelligence in the Era of Big Data: 4th International Conference on Soft Computing, Intelligent Systems, and Information Technology, ICSIIT 2015, Bali, Indonesia, March 11-14, 2015. Proceedings
This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing, Intelligent Systems, and Information Technology, ICSIIT 2015, held in Bali, Indonesia, in March 2015. The 34 revised full papers presented together with 19 short papers, one keynote and 2 invited talks were carefully reviewed and selected from 92 submissions. The papers cover a wide range of topics related to intelligence in the era of Big Data, such as fuzzy logic and control system; genetic algorithm and heuristic approaches; artificial intelligence and machine learning; similarity-based models; classification and clustering techniques; intelligent data processing; feature extraction; image recognition; visualization techniques; intelligent network; cloud and parallel computing; strategic planning; intelligent applications; and intelligent systems for enterprise, government and society.
Statement of Responsibility
Author(s)	Rolly Intan - Personal Name Chi-Hung Chi - Personal Name Henry N. Palit - Personal Name Leo W. Santoso - Personal Name
Edition
Call Number	[PRO-TIF-005]
Subject(s)	Information technology Intelligent Systems
Language	English
Publisher	Springer-Verlag Berlin Heidelberg
Publishing Year	2015
Specific Detail Info	Table of contents : Front Matter....Pages 1-20 On the Relation of Probability, Fuzziness, Rough and Evidence Theory....Pages 1-15 Front Matter....Pages 17-17 A Study of Laundry Tidiness: Laundry State Determination Using Video and 3D Sensors....Pages 19-26 Direction Control System on a Carrier Robot Using Fuzzy Logic Controller....Pages 27-36 Multidimensional Fuzzy Association Rules for Developing Decision Support System at Petra Christian University....Pages 37-48 Front Matter....Pages 49-49 Genetic Algorithm for Scheduling Courses....Pages 51-63 Optimization of Auto Equip Function in Role-Playing Game Based on Standard Deviation of Character’s Stats Using Genetic Algorithm....Pages 64-75 The Design of Net Energy Balance Optimization Model for Crude Palm Oil Production....Pages 76-88 ACO-LS Algorithm for Solving No-wait Flow Shop Scheduling Problem....Pages 89-97 A New Ant-Based Approach for Optimal Service Selection with E2E QoS Constraints....Pages 98-109 Front Matter....Pages 111-112 Implementation Discrete Cosine Transform and Radial Basis Function Neural Network in Facial Image Recognition....Pages 113-118 Implementation of Artificial Intelligence with 3 Different Characters of AI Player on “Monopoly Deal” Computer Game....Pages 119-127 Optimizing Instruction for Learning Computer Programming – A Novel Approach....Pages 128-139 Sequential Pattern Mining Application to Support Customer Care “X” Clinic....Pages 140-151 Front Matter....Pages 153-154 The Comparation of Distance-Based Similarity Measure to Detection of Plagiarism in Indonesian Text....Pages 155-164 Document Searching Engine Using Term Similarity Vector Space Model on English and Indonesian Document....Pages 165-173 Knowledge Representation for Image Feature Extraction....Pages 174-182 Using Semantic Similarity for Identifying Relevant Page Numbers for Indexed Term of Textual Book....Pages 183-192 Front Matter....Pages 193-193 The Data Analysis of Stock Market Using a Frequency Integrated Spherical Hidden Markov Self Organizing Map....Pages 195-204 Attribute Selection Based on Information Gain for Automatic Grouping Student System....Pages 205-211 Data Clustering through Particle Swarm Optimization Driven Self-Organizing Maps....Pages 212-219 Front Matter....Pages 221-221 A Search Engine Development Utilizing Unsupervised Learning Approach....Pages 223-233 Handling Uncertainty in Ontology Construction Based on Bayesian Approaches: A Comparative Study....Pages 234-246 Applicability of Cyclomatic Complexity on WSDL....Pages 247-254 Front Matter....Pages 255-255 Multiclass Fruit Classification of RGB-D Images Using Color and Texture Feature....Pages 257-268 Content-Based Image Retrieval Using Features in Spatial and Frequency Domains....Pages 269-277 Feature Extraction for Java Character Recognition....Pages 278-288 Fast Performance Indonesian Automated License Plate Recognition Algorithm Using Interconnected Image Segmentation....Pages 289-300 Front Matter....Pages 301-301 A Study of Laundry Tidiness: Socks Pairing Using Video and 3D Sensors....Pages 303-313 Design and Implementation of Skeletonization....Pages 314-322 A Computer-Aided Diagnosis System for Vitiligo Assessment: A Segmentation Algorithm....Pages 323-331 Face Recognition for Additional Security at Parking Place....Pages 332-347 Optic Disc Segmentation Based on Red Channel Retinal Fundus Images....Pages 348-359 Front Matter....Pages 361-361 Multimedia Design for Learning Media of Majapahit....Pages 363-371 Adding a Transparent Object on Image....Pages 372-381 3D-Building Reconstruction Approach Using Semi-global Matching Classified....Pages 382-391 Front Matter....Pages 393-393 Spanning Tree Protocol Simulation Based on Software Defined Network Using Mininet Emulator....Pages 395-403 Varnish Web Cache Application Evaluation....Pages 404-410 DACK-XOR: An Opportunistic Network Coding Scheme to Address Intra-flow Contention over Ad Hoc Networks....Pages 411-423 Network Security Situation Prediction: A Review and Discussion....Pages 424-435 Front Matter....Pages 437-437 Lightweight Virtualization in Cloud Computing for Research....Pages 439-445 Front Matter....Pages 437-437 A Cloud-Based Retail Management System....Pages 446-456 Towards a Cloud-Based Data Storage Medium for E-learning Systems in Developing Countries....Pages 457-468 Fast and Efficient Parallel Computations Using a Cluster of Workstations to Simulate Flood Flows....Pages 469-477 Front Matter....Pages 479-479 A Simulation Model for Strategic Planning in Asset Management of Electricity Distribution Network....Pages 481-492 Enhancing the Student Engagement in an Introductory Programming: A Holistic Approach in Improving the Student Grade in the Informatics Department of the University of Surabaya....Pages 493-504 Business Process Maturity at Agricultural Commodities Company....Pages 505-513 Innovation Strategy Services Delivery: An Empirical Case Study of Academic Information Systems in Higher Education Institution....Pages 514-525 Front Matter....Pages 527-527 Public Transport Information System Using Android....Pages 529-538 Lecturers and Students Technology Readiness in implementing Services Delivery of Academic Information System in Higher Education Institution: A Case Study....Pages 539-550 Tool Support for Cascading Style Sheets’ Complexity Metrics....Pages 551-560 Front Matter....Pages 561-561 Generic Quantitative Assessment Model for Enterprise Resource Planning (ERP) System....Pages 563-571 The Implementation of Customer Relationship Management: Case Study from the Indonesia Retail Industry....Pages 572-578 The Implementation of Customer Relationship Management and Its Impact on Customer Satisfaction, Case Study on General Trading and Contractor Company....Pages 579-587 Towards e-Healthcare Deployment in Nigeria: The Open Issues....Pages 588-599 Back Matter....Pages 601-602
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