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1st SCDS 2015: Putrajaya, Malaysia
- Michael W. Berry
, Azlinah Hj. Mohamed, Bee Wah Yap:
Soft Computing in Data Science - First International Conference, SCDS 2015, Putrajaya, Malaysia, September 2-3, 2015, Proceedings. Communications in Computer and Information Science 545, Springer 2015, ISBN 978-981-287-935-6
Data Mining
- Shuzlina Abdul Rahman
An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection. 3-12 - Simon Fong, Yan Zhuang, Kexing Liu, Shu Zhou:
Classifying Forum Questions Using PCA and Machine Learning for Improving Online CQA. 13-22 - Mohammad Arsyad Mohd Yakop, Sofianita Mutalib
Data Projection Effects in Frequent Itemsets Mining. 23-32 - Nurhidayah Muhamad Zahari, Wan Ya Wan Hussin, Mohd Yunus Mohd Yussof, Fauzi Mohd Saman
Data Quality Issues in Data Migration. 33-42 - Nor Nadiah Yusof, Azlinah Mohamed
Reviewing Classification Approaches in Sentiment Analysis. 43-53 - Hezlin Aryani Abd Rahman
Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset. 54-64 - Simon Fong, Yan Zhuang, Huilong Luo, Kexing Liu, Gia Kim:
Finding Significant Factors on World Ranking of e-Governments by Feature Selection Methods over KPIs. 65-73
Fuzzy Computing
- Ganeshsree Selvachandran, Abdul Razak Salleh:
Possibility Vague Soft Expert Set Theory and Its Application in Decision Making. 77-87 - Ali Ahmadian
An Iterative Method for Solving Fuzzy Fractional Differential Equations. 88-96 - Suzelawati Zenian, Tahir Ahmad
Contrast Comparison of Flat Electroencephalography Image: Classical, Fuzzy, and Intuitionistic Fuzzy Set. 97-105 - Azmirul Ashaari
An Autocatalytic Model of a Pressurized Water Reactor in a Nuclear Power Generation. 106-115
Evolutionary Computing/Optimization
- Noor Elaiza Abdul Khalid, Norharyati Md Ariff, Ahmad Firdaus Ahmad Fadzil
Selfish Gene Image Segmentation Algorithm. 119-128 - Thanh Van Do, Hai Thanh Nguyen, Nikolov Momchil, Van Thuan Do:
Detecting IMSI-Catcher Using Soft Computing. 129-140 - Juliana Wahid
Solving Curriculum Based Course Timetabling by Hybridizing Local Search Based Method within Harmony Search Algorithm. 141-153 - Nurazzah Abd Rahman
A Parallel Latent Semantic Indexing (LSI) Algorithm for Malay Hadith Translated Document Retrieval. 154-163 - Yuhanis Yusof
Short Term Traffic Forecasting Based on Hybrid of Firefly Algorithm and Least Squares Support Vector Machine. 164-173 - Norulhidayah Isa, Azlinah Mohamed
Implementation of Dynamic Traffic Routing for Traffic Congestion: A Review. 174-186
Pattern Recognition
- Siti Eshah Che Osman, Hamidah Jantan, Mohamad Taib Miskon
A Comparative Study of Video Coding Standard Performance via Local Area Network. 189-197 - Suhaila Abd Halim, Arsmah Ibrahim, Yupiter H. P. Manurung
Partial Differential Equation (PDE) Based Image Smoothing System for Digital Radiographic Image. 198-207 - Roslim Mohamad, Mazani Manaf, Rose Hafsah Abd. Rauf, Mohammad Faidzul Nasruddin:
Main Structure of Handwritten Jawi Sub-word Representation Using Numeric Code. 208-217
Human Machine Interface
- Wan Abdul Rahim Wan Mohd Isa
Evaluating the Usability of Homestay Websites in Malaysia Using Automated Tools. 221-230 - AzharAbdul Aziz, Fateen Faiqa Mislan Moghanan, Mudiana Mokhsin
Humanoid-Robot Intervention for Children with Autism: A Conceptual Model on FBM. 231-241 - Anitawati Mohd Lokman
Cross-cultural Kansei Measurement. 242-251
Hybrid Methods
- Nur Laila Ab Ghani
Accuracy Assessment of Urban Growth Pattern Classification Methods Using Confusion Matrix and ROC Analysis. 255-264 - Wathiq Laftah Al-Yaseen
Intrusion Detection System Based on Modified K-means and Multi-level Support Vector Machines. 265-274
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