Computational Intelligence in Information Systems: Proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2016)

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

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 314
• Series: Advances in Intelligent Systems and Computing 532
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the Proceedings of the Computational Intelligence in Information Systems conference (CIIS 2016), held in Brunei, November 18–20, 2016. The CIIS conference provides a platform for researchers to exchange the latest ideas and to present new research advances in general areas related to computational intelligence and its applications. The 26 revised full papers presented in this book have been carefully selected from 62 submissions. They cover a wide range of topics and application areas in computational intelligence and informatics.

✦ Table of Contents

Front Matter....Pages i-xv
Front Matter....Pages 1-1
On Using Genetic Algorithm for Initialising Semi-supervised Fuzzy c-Means Clustering....Pages 3-14
Estimation of Confidence-Interval for Yearly Electricity Load Consumption Based on Fuzzy Random Auto-Regression Model....Pages 15-26
Improved Discrete Bacterial Memetic Evolutionary Algorithm for the Traveling Salesman Problem....Pages 27-38
Improved Stampede Prediction Model on Context-Awareness Framework Using Machine Learning Techniques....Pages 39-51
Image Classification for Snake Species Using Machine Learning Techniques....Pages 52-59
Rides for Rewards (R4R): A Mobile Application to Sustain an Incentive Scheme for Public Bus Transport....Pages 60-71
Mobile mBus System Using Near Field Communication....Pages 72-80
An Agent Model for Analysis of Trust Dynamics in Short-Term Human-Robot Interaction....Pages 81-93
An Ambient Agent Model for a Reading Companion Robot....Pages 94-106
Student Acceptance and Attitude Towards Using 3D Virtual Learning Spaces....Pages 107-118
Front Matter....Pages 119-119
Class Noise Detection Using Classification Filtering Algorithms....Pages 121-130
A Novel Robust R-Squared Measure and Its Applications in Linear Regression....Pages 131-142
An Improvement to StockProF: Profiling Clustered Stocks with Class Association Rule Mining....Pages 143-151
Empirical Study of Sampling Methods for Classification in Imbalanced Clinical Datasets....Pages 152-162
Front Matter....Pages 163-163
Internet of Things (IoT) with CoAP and HTTP Protocol: A Study on Which Protocol Suits IoT in Terms of Performance....Pages 165-174
NTRU Binary Polynomials Parameters Selection for Reduction of Decryption Failure....Pages 175-187
Energy Efficient Operational Mechanism for TDM-PON Supporting Broadband Access and Local Customer Internetworking....Pages 188-197
Performance Analysis of MANET Under Black Hole Attack Using AODV, OLSR and TORA....Pages 198-207
Front Matter....Pages 209-209
Enhancement of Learning Management System by Integrating Learning Styles and Adaptive Courses....Pages 211-218
InterviewME: A Comparative Pilot Study on M-Learning and MAR-Learning Prototypes in Malaysian English Language Teaching....Pages 219-234
Front Matter....Pages 209-209
A Preliminary Evaluation of ICT Centers Performance Using COBIT Framework: Evidence from Institutions of Higher Learning in Brunei Darussalam....Pages 235-244
A Cognitive Knowledge-based Framework for Adaptive Feedback....Pages 245-255
Front Matter....Pages 257-257
Towards Developing a Therapeutic Serious Game Design Model for Stimulating Cognitive Abilities: A Case for Children with Speech and Language Delay....Pages 259-269
3D Facial Expressions from Performance Data....Pages 270-278
Front Matter....Pages 279-279
Constrained Generalized Delaunay Graphs are Plane Spanners....Pages 281-293
Solving the Longest Oneway-Ticket Problem and Enumerating Letter Graphs by Augmenting the Two Representative Approaches with ZDDs....Pages 294-305
Back Matter....Pages 307-308

✦ Subjects

Computational Intelligence;Artificial Intelligence (incl. Robotics)