Soft Computing in Data Science: Third International Conference, SCDS 2017, Yogyakarta, Indonesia, November 27–28, 2017, Proceedings

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Evaluation of Randomized Variable Translation Wavelet Neural Networks  (Khairul Anam, Adel Al-Jumaily)....Pages 3-12
 Road Lane Segmentation Using Deconvolutional Neural Network  (Dwi Prasetyo Adi Nugroho, Mardhani Riasetiawan)....Pages 13-22
 Rare Event Prediction Using Similarity Majority Under-Sampling Technique  (Jinyan Li, Simon Fong, Shimin Hu, Victor W. Chu, Raymond K. Wong, Sabah Mohammed et al.)....Pages 23-39
Front Matter ....Pages 41-41
 Pattern Recognition of Balinese Carving Motif Using Learning Vector Quantization (LVQ)  (I Made Avendias Mahawan, Agus Harjoko)....Pages 43-55
 Feature Extraction for Image Content Retrieval in Thai Traditional Painting with SIFT Algorithms  (Sathit Prasomphan)....Pages 56-67
 Modeling of the Gaussian-Based Component Analysis on the Kernel Space to Extract Face Image  (Arif Muntasa, Indah Agustien Siradjuddin)....Pages 68-80
 Classification of Batik Kain Besurek Image Using Speed Up Robust Features (SURF) and Gray Level Co-occurrence Matrix (GLCM)  (Fathin Ulfah Karimah, Agus Harjoko)....Pages 81-91
Front Matter ....Pages 93-93
 Model Selection in Feedforward Neural Networks for Forecasting Inflow and Outflow in Indonesia  ( Suhartono, Prilyandari Dina Saputri, Farah Fajrina Amalia, Dedy Dwi Prastyo, Brodjol Sutijo Suprih Ulama)....Pages 95-105
 The Selection Feature for Batik Motif Classification with Information Gain Value  (Anita Ahmad Kasim, Retantyo Wardoyo, Agus Harjoko)....Pages 106-115
 Eye Detection for Drowsy Driver Using Artificial Neural Network  (Mohd. Razif Bin Shamsuddin, Nur Nadhirah Binti Shamsul Sahar, Mohammad Hafidz Bin Rahmat)....Pages 116-125
 Time Series Machine Learning: Implementing ARIMA and Hybrid ARIMA-ANN for Electricity Forecasting Modeling  (Wahyu Wibowo, Sarirazty Dwijantari, Alia Hartati)....Pages 126-139
 A Design of a Reminiscence System for Tacit Knowledge Recall and Transfer  (Sabiroh Md Sabri, Haryani Haron, Nursuriati Jamil)....Pages 140-150
 Pattern Search Based on Particle Swarm Optimization Technique for Block Matching Motion Estimation Algorithm  (Siti Eshah Che Osman, Hamidah Jantan)....Pages 151-161
 Enhancing Parallel Self-organizing Map on Heterogeneous System Architecture  (Muhammad Firdaus Mustapha, Noor Elaiza Abd Khalid, Azlan Ismail, Mazani Manaf)....Pages 162-174
Front Matter ....Pages 175-175
 Geovisualization Using Hexagonal Tessellation for Spatiotemporal Earthquake Data Analysis in Indonesia  (Ridho Dwi Dharmawan, Suharyadi, Nur Muhammad Farda)....Pages 177-187
 Incremental Filtering Visualization of JobStreet Malaysia ICT Jobs  (M. Bakri, Siti Z. Z. Abidin, Amal Shargabi)....Pages 188-196
 Software Application for Analyzing Photovoltaic Module Panel Temperature in Relation to Climate Factors  (Zainura Idrus, N. A. S. Abdullah, H. Zainuddin, A. D. M. Ja’afar)....Pages 197-208
 Budget Visual: Malaysia Budget Visualization  (Nur Atiqah Sia Abdullah, Nur Wahidah Ab Wahid, Zainura Idrus)....Pages 209-218
Front Matter ....Pages 219-219
 Fuzzy Arithmetical Modeling of Pressurizer in a Nuclear Power Plant  (Wan Munirah Wan Mohamad, Tahir Ahmad, Niki Anis Ab Rahman, Azmirul Ashaari)....Pages 221-229
 Nitrogen Fertilizer Recommender for Paddy Fields  (Mohamad Soffi Abd Razak, Shuzlina Abdul-Rahman, Sofianita Mutalib, Zalilah Abd Aziz)....Pages 230-240
 Ranking Performance of Modified Fuzzy TOPSIS Variants Based on Different Similarity Measures  (Izyana Athirah Selemin, Rosma Mohd Dom, Ainon Mardhiyah Shahidin)....Pages 241-252
Front Matter ....Pages 253-253
 Prediction of New Bioactive Molecules of Chemical Compound Using Boosting Ensemble Methods  (Haslinda Hashim, Faisal Saeed)....Pages 255-262
 Pragmatic Miner to Risk Analysis for Intrusion Detection (PMRA-ID)  (Samaher Al-Janabi)....Pages 263-277
 Intelligent System E-Learning Modeling According to Learning Styles and Level of Ability of Students  (Utomo Budiyanto, Sri Hartati, S. N. Azhari, Djemari Mardapi)....Pages 278-290
Front Matter ....Pages 291-291
 Mining Textual Terms for Stock Market Prediction Analysis Using Financial News  (Asyraf Safwan Ab. Rahman, Shuzlina Abdul-Rahman, Sofianita Mutalib)....Pages 293-305
 Content Quality of Latent Dirichlet Allocation Summaries Constituted Using Unique Significant Words  (Muthukkaruppan Annamalai, Amrah Mohd Narawi)....Pages 306-316
Back Matter ....Pages 317-317