Computational Intelligence in Information Systems: Proceedings of the Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014)

✍ Scribed by Somnuk Phon-Amnuaisuk, Thien Wan Au (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 368
• Series: Advances in Intelligent Systems and Computing 331
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the Fourth International Neural Network Symposia series on Computational Intelligence in Information Systems, INNS-CIIS 2014, held in Bandar Seri Begawan, Brunei in November 2014. INNS-CIIS aims to provide a platform for researchers to exchange the latest ideas and present the most current research advances in general areas related to computational intelligence and its applications in various domains. The 34 revised full papers presented in this book have been carefully reviewed and selected from 72 submissions. They cover a wide range of topics and application areas in computational intelligence and informatics.

✦ Table of Contents

Front Matter....Pages 1-16
Advances in Workflow Systems....Pages 1-9
A Novel Algorithm to Detect a QPSK Signal with the Minimum Number of Samples....Pages 11-20
An Ensemble CRT, RVFLN, SVM Method for Estimating Propane Spot Price....Pages 21-30
Hybrid Artificial Neural Network with Artificial Bee Colony Algorithm for Crime Classification....Pages 31-40
PSO Based Throughput Optimization for Mobile Sensor Networks....Pages 41-50
Clustering Natural Language Morphemes from EEG Signals Using the Artificial Bee Colony Algorithm....Pages 51-60
The Initial Investigation of the Design and Energy Sharing Algorithm Using Two-Ways Communication Mechanism for Swarm Robotic Systems....Pages 61-71
Second Order Back Propagation Neural Network (SOBPNN) Algorithm for Medical Data Classification....Pages 73-83
Weighted Linear Fractional Programming for Possibilistic Multi-objective Problem....Pages 85-94
Intelligent Double Treatment Iterative Algorithm for Attribute Reduction Problems....Pages 95-108
Modeling Associative Memories Using Formal Concept Analysis....Pages 109-118
A New State Reduction Approach for Fuzzy Cognitive Map with Case Studies for Waste Management Systems....Pages 119-127
Building Renovation Cost Optimization with the Support of Fuzzy Signature State Machines....Pages 129-138
Cross-Platform Pathway Activity Transformation and Classification of Microarray Data....Pages 139-148
Text Censoring System for Filtering Malicious Content Using Approximate String Matching and Bayesian Filtering....Pages 149-158
Application of Optimum Binning Technique in Data Mining Approaches to Predict Students’ Final Grade in a Course....Pages 159-170
Beautiful Trochoids....Pages 171-180
The Impact of Knowledge, Skill, Attitude and Confidence in Information Communication and Technology in Teaching and Learning among Teachers in Technical School....Pages 181-190
The Impact of Social Networking on Behaviour Development among Secondary School Students....Pages 191-199
KIHECT © : Reliability of Hand-Eye Coordination among Rugby Players Using Consumer Depth Camera....Pages 201-210
3D Object Detection for Reconstructed Scene Using Multi-layer Growing Neural Gas....Pages 211-219
Modified K-means Combined with Artificial Bee Colony Algorithm and Differential Evolution for Color Image Segmentation....Pages 221-231
Computer-Aided Dental Caries Detection System from X-Ray Images....Pages 233-243
Multimodal Fusion: Gesture and Speech Input in Augmented Reality Environment....Pages 245-254
Learning to Play Tetris from Examples....Pages 255-264
Advances in Sports Informatics Research....Pages 265-274
Experiments in the Application of Computer Vision for Ball and Event Identification in Indoor Sports....Pages 275-284
Semi-automatic, Landmark-Based Feedback Generation for Stand-Up Exercises....Pages 285-294
A Survey on Energy-Aware Profiler for Mobile Devices....Pages 295-305
Operational Rules for Implementing Sincere Software Agents in Corrective and Preventive Actions Environment....Pages 307-314
A Survey on Distributed Service Discovery Mechanisms with the Focus on Topology Awareness....Pages 315-326
Ubiquitous Shift with Information Centric Network Caching Using Fog Computing....Pages 327-335
Cloud Location Verification and Adversary Identification....Pages 337-348
AutiSay: A Mobile Communication Tool for Autistic Individuals....Pages 349-359
Back Matter....Pages 361-362

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)