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3rd SCDS 2017: Yogyakarta, Indonesia
- Azlinah Mohamed, Michael W. Berry, Bee Wah Yap:
Soft Computing in Data Science - Third International Conference, SCDS 2017, Yogyakarta, Indonesia, November 27-28, 2017, Proceedings. Communications in Computer and Information Science 788, Springer 2017, ISBN 978-981-10-7241-3
Deep Learning and Real-Time Classification
- Khairul Anam
, Adel Al-Jumaily
Evaluation of Randomized Variable Translation Wavelet Neural Networks. 3-12 - Dwi Prasetyo Adi Nugroho, Mardhani Riasetiawan
Road Lane Segmentation Using Deconvolutional Neural Network. 13-22 - Jinyan Li, Simon Fong
Rare Event Prediction Using Similarity Majority Under-Sampling Technique. 23-39
Image Feature Classification and Extraction
- I Made Avendias Mahawan
Pattern Recognition of Balinese Carving Motif Using Learning Vector Quantization (LVQ). 43-55 - Sathit Prasomphan:
Feature Extraction for Image Content Retrieval in Thai Traditional Painting with SIFT Algorithms. 56-67 - Arif Muntasa, Indah Agustien Siradjuddin:
Modeling of the Gaussian-Based Component Analysis on the Kernel Space to Extract Face Image. 68-80 - Fathin Ulfah Karimah, Agus Harjoko
Classification of Batik Kain Besurek Image Using Speed Up Robust Features (SURF) and Gray Level Co-occurrence Matrix (GLCM). 81-91
Applications of Machine Learning
- Suhartono
Model Selection in Feedforward Neural Networks for Forecasting Inflow and Outflow in Indonesia. 95-105 - Anita Ahmad Kasim, Retantyo Wardoyo
The Selection Feature for Batik Motif Classification with Information Gain Value. 106-115 - Mohd. Razif Bin Shamsuddin, Nur Nadhirah Binti Shamsul Sahar, Mohammad Hafidz Bin Rahmat:
Eye Detection for Drowsy Driver Using Artificial Neural Network. 116-125 - Wahyu Wibowo
Time Series Machine Learning: Implementing ARIMA and Hybrid ARIMA-ANN for Electricity Forecasting Modeling. 126-139 - Sabiroh Md Sabri
A Design of a Reminiscence System for Tacit Knowledge Recall and Transfer. 140-150 - Siti Eshah Che Osman, Hamidah Jantan:
Pattern Search Based on Particle Swarm Optimization Technique for Block Matching Motion Estimation Algorithm. 151-161 - Muhammad Firdaus Mustapha, Noor Elaiza Abdul Khalid, Azlan B. Ismail
Enhancing Parallel Self-organizing Map on Heterogeneous System Architecture. 162-174
Data Visualization
- Ridho Dwi Dharmawan
Geovisualization Using Hexagonal Tessellation for Spatiotemporal Earthquake Data Analysis in Indonesia. 177-187 - Mohammad Bakri, Siti Z. Z. Abidin, Amal A. Al-Shargabi
Incremental Filtering Visualization of JobStreet Malaysia ICT Jobs. 188-196 - Zainura Idrus, Nur Atiqah Sia Abdullah
Software Application for Analyzing Photovoltaic Module Panel Temperature in Relation to Climate Factors. 197-208 - Nur Atiqah Sia Abdullah
Budget Visual: Malaysia Budget Visualization. 209-218
Fuzzy Logic
- Wan Munirah Wan Mohammad, Tahir Ahmad
Fuzzy Arithmetical Modeling of Pressurizer in a Nuclear Power Plant. 221-229 - Mohamad Soffi Abd Razak, Shuzlina Abdul Rahman
Nitrogen Fertilizer Recommender for Paddy Fields. 230-240 - Izyana Athirah Selemin, Rosma Mohd Dom, Ainon Mardhiyah Shahidin:
Ranking Performance of Modified Fuzzy TOPSIS Variants Based on Different Similarity Measures. 241-252
Prediction Models and E-Learning
- Haslinda Hashim, Faisal Saeed
Prediction of New Bioactive Molecules of Chemical Compound Using Boosting Ensemble Methods. 255-262 - Samaher Al-Janabi
Pragmatic Miner to Risk Analysis for Intrusion Detection (PMRA-ID). 263-277 - Utomo Budiyanto, Sri Hartati
Intelligent System E-Learning Modeling According to Learning Styles and Level of Ability of Students. 278-290
Text and Sentiment Analytics
- Asyraf Safwan Abd Rahman, Shuzlina Abdul Rahman
Mining Textual Terms for Stock Market Prediction Analysis Using Financial News. 293-305 - Muthukkaruppan Annamalai, Amrah Mohd Narawi:
Content Quality of Latent Dirichlet Allocation Summaries Constituted Using Unique Significant Words. 306-316
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