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ORCID5th SCDS 2019: Iizuka, Japan
- Michael W. Berry, Bee Wah Yap, Azlinah Mohamed, Mario Köppen:
Soft Computing in Data Science - 5th International Conference, SCDS 2019, Iizuka, Japan, August 28-29, 2019, Proceedings. Communications in Computer and Information Science 1100, Springer 2019, ISBN 978-981-15-0398-6
Information and Customer Analytics
- Natsuki Kouyama
, Mario Köppen:
Entropy Analysis of Questionable Text Sources by Example of the Voynich Manuscript. 3-13 - Angela Siew-Hoong Lee, Claudia Ng, Zuraini Zainol, Khin-Whai Chan:
Decision Tree: Customer Churn Analysis for a Loyalty Program Using Data Mining Algorithm. 14-27 - Tenia Wahyuningrum, Azhari Azhari, Suprapto:
Improving e-Commerce Severity Rating Measurement Using Consistent Fuzzy Preference Relation. 28-39 - Fakhrul Hazman Bin Yusoff, Nur Liyana Asyiqin Binti Rosman:
A Case Study of Customers' Payment Behaviour Analytics on Paying Electricity with RFM Analysis and K-Means. 40-55
Visual Data Science
- Desiana Wulaning Ayu, Sri Hartati, Aina Musdholifah:
Amniotic Fluid Segmentation by Pixel Classification in B-Mode Ultrasound Image for Computer Assisted Diagnosis. 59-70 - Eliyani, Sri Hartati, Aina Musdholifah:
Machine Learning Assisted Medical Diagnosis for Segmentation of Follicle in Ovary Ultrasound. 71-80 - Nur Atiqah Sia Abdullah, Nursyahira Zulkeply, Zainura Idrus:
Malaysian Budget Visualization Using Circle Packing. 81-90 - Nurfarah Mazarina Mazalan, Zainura Idrus, Nur Atiqah Sia Abdullah, Zaidah Ibrahim:
An Overview of Visualization Techniques: A Survey of Food-Related Research. 91-104
Machine and Deep Learning
- Suhartono, Hendri Prabowo, Soo-Fen Fam:
A Hybrid TSR and LSTM for Forecasting NO2 and SO2 in Surabaya. 107-120 - Zaidah Ibrahim, Dino Isa, Zainura Idrus, Zolidah Kasiran, Rosniza Roslan:
Evaluation of Pooling Layers in Convolutional Neural Network for Script Recognition. 121-129 - Nurafifah Mohammad Suhaimi, Shuzlina Abdul Rahman, Sofianita Mutalib, Nurzeatul Hamimah Abdul Hamid, Ariff Md. Ab. Malik:
Predictive Model of Graduate-On-Time Using Machine Learning Algorithms. 130-141 - Suhartono, Hendri Prabowo, Dedy Dwi Prastyo, Muhammad Hisyam Lee:
New Hybrid Statistical Method and Machine Learning for PM10 Prediction. 142-155
Big Data Analytics
- Jerry Dwi Trijoyo Purnomo, Santi Wulan Purnami, Sri Mulyani:
B-Spline in the Cox Regression with Application to Cervical Cancer. 159-168 - Wahyu Wibowo, Shuzlina Abdul Rahman, Nita Cahyani:
Multilevel Logistic Regression and Neural Network-Genetic Algorithm for Modeling Internet Access. 169-180 - Syaidatus Syahira Ahmad Tarmizi, Sofianita Mutalib, Nurzeatul Hamimah Abdul Hamid, Shuzlina Abdul Rahman, Ariff Md. Ab. Malik:
A Case Study on Student Attrition Prediction in Higher Education Using Data Mining Techniques. 181-192 - Fatihah Mohd, Masita Masila Abdul Jalil, Noor Maizura Mohamad Noor, Suryani Ismail, Zainab Abu Bakar:
The Use of Hybrid Information Retrieve Technique and Bayesian Relevance Feedback Classification on Clinical Dataset. 193-207 - Sittiporn Kunnakorntammanop, Netiphong Thepwuttisathaphon, Supphachai Thaicharoen:
An Experience Report on Building a Big Data Analytics Framework Using Cloudera CDH and RapidMiner Radoop with a Cluster of Commodity Computers. 208-222 - Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Jason J. Jung, Khac-Hoai Nam Bui, Abdultaofeek Abayomi:
Multi-stage Clustering Algorithm for Energy Optimization in Wireless Sensor Networks. 223-238
Computational and Artificial Intelligence
- Sri Mulyana, Sri Hartati, Retantyo Wardoyo:
Case Based Reasoning for Diagnosing Types of Mental Disorders and Their Treatments. 241-251 - Saliha Artabaz, Layth Sliman:
Study of Score Fusion and Quality Weighting in the Bio-Secure DS2 Database. 252-261 - Irwan Mazlin, Zan Azma Nasruddin, Wan Adilah Wan Adnan, Fariza Hanis Abdul Razak:
Arabic Phonemes Recognition Using Convolutional Neural Network. 262-271 - Novri Suhermi, Suhartono, Regita Putri Permata, Santi Puteri Rahayu:
Forecasting the Search Trend of Muslim Clothing in Indonesia on Google Trends Data Using ARIMAX and Neural Network. 272-286 - Yudhi Adhitya, Setya Widyawan Prakosa, Mario Köppen, Jenq-Shiou Leu:
Convolutional Neural Network Application in Smart Farming. 287-297 - Nur Afiqah Ahmad Norazizi, Sayang Mohd Deni:
Comparison of Artificial Neural Network (ANN) and Other Imputation Methods in Estimating Missing Rainfall Data at Kuantan Station. 298-306
Social Network and Media Analytics
- Chao Kong, Hao Li, Haibei Zhu, Yu Xiu, Jianye Liu, Tao Liu:
Anonymized User Linkage Under Differential Privacy. 309-324 - Nor Nadiah Yusof, Azlinah Mohamed, Shuzlina Abdul Rahman:
Context Enrichment Model Based Framework for Sentiment Analysis. 325-335 - Chamemee Prasertdum, Duangdao Wichadakul:
2019 Thai General Election: A Twitter Analysis. 336-350 - Norhaslinda Kamaruddin, Abdul Wahab, Mohammad Bakri, Muhammad Hamiz:
Science Lab Repository Requirements Elicitation Based on Text Analytics. 351-360 - Sapto Wahyu Indratno, Yeftanus Antonio:
A Gillespie Algorithm and Upper Bound of Infection Mean on Finite Network. 361-374 - Nor Saradatul Akmar Zulkifli, Allen Wei Kiat Lee:
Sentiment Analysis in Social Media Based on English Language Multilingual Processing Using Three Different Analysis Techniques. 375-385
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