Recent Advances on Soft Computing and Data Mining: The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings

Front Matter....Pages i-xxi
Front Matter....Pages 1-1
Cluster Validation Analysis on Attribute Relative of Soft-Set Theory....Pages 3-10
Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm....Pages 11-20
Optimization of ANFIS Using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs....Pages 21-30
Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series....Pages 31-40
A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site....Pages 41-50
Formation Control Optimization for Odor Localization....Pages 51-61
A New Search Direction for Broyden’s Family Method in Solving Unconstrained Optimization Problems....Pages 62-70
Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task....Pages 71-80
Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model....Pages 81-90
A Study of Data Imputation Using Fuzzy C-Means with Particle Swarm Optimization....Pages 91-100
Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption....Pages 101-110
One-Way ANOVA Model with Fuzzy Data for Consumer Demand....Pages 111-121
Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm....Pages 122-129
A Review on Violence Video Classification Using Convolutional Neural Networks....Pages 130-140
Modified Backpropagation Algorithm for Polycystic Ovary Syndrome Detection Based on Ultrasound Images....Pages 141-151
An Implementation of Local Regression Smoothing on Evolving Fuzzy Algorithm for Planting Calendar Forecasting Based on Rainfall....Pages 152-161
Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks....Pages 162-170
Computing the Metric Dimension of Hypercube Graphs by Particle Swarm Optimization Algorithms....Pages 171-178
Non-linear Based Fuzzy Random Regression for Independent Variable Selection....Pages 179-188
Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback....Pages 189-200
Front Matter....Pages 1-1
Training ANFIS Using Catfish-Particle Swarm Optimization for Classification....Pages 201-210
Front Matter....Pages 211-211
FCA-ARMM: A Model for Mining Association Rules from Formal Concept Analysis....Pages 213-223
ELP-M2: An Efficient Model for Mining Least Patterns from Data Repository....Pages 224-232
Integration of Self-adaptation Approach on Requirements Modeling....Pages 233-243
Detection of Redundancy in CFG-Based Test Cases Using Entropy....Pages 244-252
Variety of Approaches in Self-adaptation Requirements: A Case Study....Pages 253-262
Dynamic Trackback Strategy for Email-Born Phishing Using Maximum Dependency Algorithm (MDA)....Pages 263-273
A Case Based Methodology for Problem Solving Aiming at Knee Osteoarthritis Detection....Pages 274-284
Preliminary Study for the Implementation of Electrical Capacitance Volume Tomography (ECVT) to Display Fruit Content....Pages 285-293
Dependency Scheme for Revise and Reasoning Solution....Pages 294-303
A New Binary Similarity Measure Based on Integration of the Strengths of Existing Measures: Application to Software Clustering....Pages 304-315
A Comparative Study of Linear and Nonlinear Regression Models for Outlier Detection....Pages 316-326
Clustering Based on Classification Quality (CCQ)....Pages 327-335
A Framework of Clustering Based on Chicken Swarm Optimization....Pages 336-343
Histogram Thresholding for Automatic Color Segmentation Based on k-means Clustering....Pages 344-354
Does Number of Clusters Effect the Purity and Entropy of Clustering?....Pages 355-365
Text Detection in Low Resolution Scene Images Using Convolutional Neural Network....Pages 366-375
Handling Imbalanced Data in Churn Prediction Using RUSBoost and Feature Selection (Case Study: PT.Telekomunikasi Indonesia Regional 7)....Pages 376-385
Extended Local Mean-Based Nonparametric Classifier for Cervical Cancer Screening....Pages 386-395
Adaptive Weight in Combining Color and Texture Feature in Content Based Image Retrieval....Pages 396-405
Front Matter....Pages 211-211
WordNet Gloss for Semantic Concept Relatedness....Pages 406-413
Difference Expansion-Based Data Hiding Method by Changing Expansion Media....Pages 414-423
Front Matter....Pages 425-425
A New Customer Churn Prediction Approach Based on Soft Set Ensemble Pruning....Pages 427-436
An Association Rule Mining Approach in Predicting Flood Areas....Pages 437-446
The Reconstructed Heterogeneity to Enhance Ensemble Neural Network for Large Data....Pages 447-455
A New Mobile Malware Classification for SMS Exploitation....Pages 456-464
Data Mining Techniques for Classification of Childhood Obesity Among Year 6 School Children....Pages 465-474
Multiple Criteria Preference Relation by Dominance Relations in Soft Set Theory....Pages 475-484
Reduce Scanning Time Incremental Algorithm (RSTIA) of Association Rules....Pages 485-495
A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic....Pages 496-505
The Algorithm Expansion for Starting Point Determination Using Clustering Algorithm Method with Fuzzy C-Means....Pages 506-516
On Mining Association Rules of Real-Valued Items Using Fuzzy Soft Set....Pages 517-528
Application of Wavelet De-noising Filters in Mammogram Images Classification Using Fuzzy Soft Set....Pages 529-537
Design Selection of In-UVAT Using MATLAB Fuzzy Logic Toolbox....Pages 538-545
Front Matter....Pages 547-547
A Web Based Peer-to-Peer RFID Architecture....Pages 549-559
Performance-Aware Trust-Based Access Control for Protecting Sensitive Attributes....Pages 560-569
E-Code Checker Application....Pages 570-578
Factors Influencing the Use of Social Media in Adult Learning Experience....Pages 579-588
A Framework to Analyze Quality of Service (QoS) for Text-To-Speech (TTS) Services....Pages 589-597
Indoor Navigation Using A* Algorithm....Pages 598-607
Front Matter....Pages 547-547
Mining Significant Association Rules from on Information and System Quality of Indonesian E-Government Dataset....Pages 608-618
A Feature Selection Algorithm for Anomaly Detection in Grid Environment Using k-fold Cross Validation Technique....Pages 619-630
Soft Set Approach for Clustering Graduated Dataset....Pages 631-637
An Application of Rough Set Theory for Clustering Performance Expectancy of Indonesian e-Government Dataset....Pages 638-646
Back Matter....Pages 647-649