Soft Computing in Data Science: 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings

Front Matter ....Pages I-XVIII
Front Matter ....Pages 1-1
 A Hybrid Singular Spectrum Analysis and Neural Networks for Forecasting Inflow and Outflow Currency of Bank Indonesia  ( Suhartono, Endah Setyowati, Novi Ajeng Salehah, Muhammad Hisyam Lee, Santi Puteri Rahayu, Brodjol Sutijo Suprih Ulama)....Pages 3-18
 Scalable Single-Source Shortest Path Algorithms on Distributed Memory Systems  (Thap Panitanarak)....Pages 19-33
 Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data  (Dedy Dwi Prastyo, Halwa Annisa Khoiri, Santi Wulan Purnami, Suhartono, Soo-Fen Fam)....Pages 34-45
 VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting  (Dedy Dwi Prastyo, Feby Sandi Nabila, Suhartono, Muhammad Hisyam Lee, Novri Suhermi, Soo-Fen Fam)....Pages 46-57
 Feature and Architecture Selection on Deep Feedforward Network for Roll Motion Time Series Prediction  (Novri Suhermi, Suhartono, Santi Puteri Rahayu, Fadilla Indrayuni Prastyasari, Baharuddin Ali, Muhammad Idrus Fachruddin)....Pages 58-71
 Acoustic Surveillance Intrusion Detection with Linear Predictive Coding and Random Forest  (Marina Yusoff, Amirul Sadikin Md. Afendi)....Pages 72-84
 Timing-of-Delivery Prediction Model to Visualize Delivery Trends for Pos Laju Malaysia by Machine Learning Techniques  (Jo Wei Quah, Chin Hai Ang, Regupathi Divakar, Rosnah Idrus, Nasuha Lee Abdullah, XinYing Chew)....Pages 85-95
Front Matter ....Pages 97-97
 Cervical Nuclei Segmentation in Whole Slide Histopathology Images Using Convolution Neural Network  (Qiuju Yang, Kaijie Wu, Hao Cheng, Chaochen Gu, Yuan Liu, Shawn Patrick Casey et al.)....Pages 99-109
 Performance of SVM and ANFIS for Classification of Malaria Parasite and Its Life-Cycle-Stages in Blood Smear  (Sri Hartati, Agus Harjoko, Rika Rosnelly, Ika Chandradewi, Faizah)....Pages 110-121
 Digital Image Quality Evaluation for Spatial Domain Text Steganography  (Jasni Mohamad Zain, Nur Imana Balqis Ramli)....Pages 122-133
 Exploratory Analysis of MNIST Handwritten Digit for Machine Learning Modelling  (Mohd Razif Shamsuddin, Shuzlina Abdul-Rahman, Azlinah Mohamed)....Pages 134-145
Front Matter ....Pages 147-147
 Improved Conditional Value-at-Risk (CVaR) Based Method for Diversified Bond Portfolio Optimization  (Nor Idayu Mat Rifin, Nuru’l-‘Izzah Othman, Shahirulliza Shamsul Ambia, Rashidah Ismail)....Pages 149-160
 Ranking by Fuzzy Weak Autocatalytic Set  (Siti Salwana Mamat, Tahir Ahmad, Siti Rahmah Awang, Muhammad Zilullah Mukaram)....Pages 161-172
 Fortified Offspring Fuzzy Neural Networks Algorithm  (Kefaya Qaddoum)....Pages 173-185
 Forecasting Value at Risk of Foreign Exchange Rate by Integrating Geometric Brownian Motion  (Siti Noorfaera Karim, Maheran Mohd Jaffar)....Pages 186-198
Front Matter ....Pages 199-199
 Fog of Search Resolver for Minimum Remaining Values Strategic Colouring of Graph  (Saajid Abuluaih, Azlinah Mohamed, Muthukkaruppan Annamalai, Hiroyuki Iida)....Pages 201-215
 Incremental Software Development Model for Solving Exam Scheduling Problems  (Maryam Khanian Najafabadi, Azlinah Mohamed)....Pages 216-229
 Visualization of Frequently Changed Patterns Based on the Behaviour of Dung Beetles  (Israel Edem Agbehadji, Richard Millham, Surendra Thakur, Hongji Yang, Hillar Addo)....Pages 230-245
 Applications of Machine Learning Techniques for Software Engineering Learning and Early Prediction of Students’ Performance  (Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf)....Pages 246-258
Front Matter ....Pages 259-259
 Opinion Mining for Skin Care Products on Twitter  (Pakawan Pugsee, Vasinee Nussiri, Wansiri Kittirungruang)....Pages 261-271
 Tweet Hybrid Recommendation Based on Latent Dirichlet Allocation  (Arisara Pornwattanavichai, Prawpan Brahmasakha Na Sakolnagara, Pongsakorn Jirachanchaisiri, Janekhwan Kitsupapaisan, Saranya Maneeroj)....Pages 272-285
 Assessing Structured Examination Question Using Automated Keyword Expansion Approach  (Rayner Alfred, Kay Lie Chan)....Pages 286-298
 Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically  (Rayner Alfred, Rui Wen Teoh)....Pages 299-308
 Big Data Security in the Web-Based Cloud Storage System Using 3D-AES Block Cipher Cryptography Algorithm  (Nur Afifah Nadzirah Adnan, Suriyani Ariffin)....Pages 309-321
 An Empirical Study of Classifier Behavior in Rattle Tool  (Wahyu Wibowo, Shuzlina Abdul-Rahman)....Pages 322-334
Front Matter ....Pages 335-335
 Clutter-Reduction Technique of Parallel Coordinates Plot for Photovoltaic Solar Data  (Muhaafidz Md Saufi, Zainura Idrus, Sharifah Aliman, Nur Atiqah Sia Abdullah)....Pages 337-349
 Data Visualization of Violent Crime Hotspots in Malaysia  (Namelya Binti Anuar, Bee Wah Yap)....Pages 350-363
 Malaysia Election Data Visualization Using Hexagon Tile Grid Map  (Nur Atiqah Sia Abdullah, Muhammad Nadzmi Mohamed Idzham, Sharifah Aliman, Zainura Idrus)....Pages 364-373
 A Computerized Tool Based on Cellular Automata and Modified Game of Life for Urban Growth Region Analysis  (Siti Z. Z. Abidin, Nur Azmina Mohamad Zamani, Sharifah Aliman)....Pages 374-386
 Staff Employment Platform (StEP) Using Job Profiling Analytics  (Ezzatul Akmal Kamaru Zaman, Ahmad Farhan Ahmad Kamal, Azlinah Mohamed, Azlin Ahmad, Raja Aisyah Zahira Raja Mohd Zamri)....Pages 387-401
Back Matter ....Pages 403-404