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ORCID4th SCDS 2018: Bangkok, Thailand
- Bee Wah Yap, Azlinah Hj. Mohamed, Michael W. Berry:
Soft Computing in Data Science - 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings. Communications in Computer and Information Science 937, Springer 2019, ISBN 978-981-13-3440-5
Machine and Deep Learning
- Suhartono
, Endah Setyowati, Novi Ajeng Salehah, Muhammad Hisyam Lee, Santi Puteri Rahayu, Brodjol Sutijo Suprih Ulama:
A Hybrid Singular Spectrum Analysis and Neural Networks for Forecasting Inflow and Outflow Currency of Bank Indonesia. 3-18 - Thap Panitanarak:
Scalable Single-Source Shortest Path Algorithms on Distributed Memory Systems. 19-33 - Dedy Dwi Prastyo, Halwa Annisa Khoiri, Santi Wulan Purnami, Suhartono, Soo-Fen Fam:
Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data. 34-45 - Dedy Dwi Prastyo, Feby Sandi Nabila, Suhartono, Muhammad Hisyam Lee, Novri Suhermi, Soo-Fen Fam:
VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting. 46-57 - Novri Suhermi, Suhartono, Santi Puteri Rahayu, Fadilla Indrayuni Prastyasari, Baharuddin Ali, Muhammad Idrus Fachruddin:
Feature and Architecture Selection on Deep Feedforward Network for Roll Motion Time Series Prediction. 58-71 - Marina Yusoff, Amirul Sadikin Md. Afendi:
Acoustic Surveillance Intrusion Detection with Linear Predictive Coding and Random Forest. 72-84 - Jo Wei Quah, Chin Hai Ang, Regupathi Divakar, Rosnah Idrus, Nasuha Lee Abdullah, XinYing Chew:
Timing-of-Delivery Prediction Model to Visualize Delivery Trends for Pos Laju Malaysia by Machine Learning Techniques. 85-95
Image Processing
- Qiuju Yang, Kaijie Wu, Hao Cheng, Chaochen Gu, Yuan Liu, Shawn Patrick Casey, Xinping Guan:
Cervical Nuclei Segmentation in Whole Slide Histopathology Images Using Convolution Neural Network. 99-109 - Sri Hartati, Agus Harjoko, Rika Rosnelly, Ika Chandradewi, Faizah:
Performance of SVM and ANFIS for Classification of Malaria Parasite and Its Life-Cycle-Stages in Blood Smear. 110-121 - Jasni Mohamad Zain, Nur Imana Balqis Ramli:
Digital Image Quality Evaluation for Spatial Domain Text Steganography. 122-133 - Mohd. Razif Shamsuddin, Shuzlina Abdul Rahman, Azlinah Mohamed:
Exploratory Analysis of MNIST Handwritten Digit for Machine Learning Modelling. 134-145
Financial and Fuzzy Mathematics
- Nor Idayu Mat Rifin, Nuru'l-'Izzah Othman, Shahirulliza Shamsul Ambia, Rashidah Ismail:
Improved Conditional Value-at-Risk (CVaR) Based Method for Diversified Bond Portfolio Optimization. 149-160 - Siti Salwana Mamat, Tahir Ahmad, Siti-Rahmah Awang, Muhammad Zillullah Mukaram:
Ranking by Fuzzy Weak Autocatalytic Set. 161-172 - Kefaya Qaddoum:
Fortified Offspring Fuzzy Neural Networks Algorithm. 173-185 - Siti Noorfaera Karim, Maheran Mohd Jaffar:
Forecasting Value at Risk of Foreign Exchange Rate by Integrating Geometric Brownian Motion. 186-198
Optimization Algorithms
- Saajid Abuluaih, Azlinah Mohamed, Muthukkaruppan Annamalai, Hiroyuki Iida:
Fog of Search Resolver for Minimum Remaining Values Strategic Colouring of Graph. 201-215 - Maryam Khanian Najafabadi, Azlinah Mohamed:
Incremental Software Development Model for Solving Exam Scheduling Problems. 216-229 - Israel Edem Agbehadji, Richard C. Millham, Surendra Thakur, Hongji Yang, Hillar Addo:
Visualization of Frequently Changed Patterns Based on the Behaviour of Dung Beetles. 230-245 - Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf:
Applications of Machine Learning Techniques for Software Engineering Learning and Early Prediction of Students' Performance. 246-258
Data and Text Analytics
- Pakawan Pugsee, Vasinee Nussiri, Wansiri Kittirungruang:
Opinion Mining for Skin Care Products on Twitter. 261-271 - Arisara Pornwattanavichai, Prawpan Brahmasakha Na Sakolnagara, Pongsakorn Jirachanchaisiri, Janekhwan Kitsupapaisan, Saranya Maneeroj:
Tweet Hybrid Recommendation Based on Latent Dirichlet Allocation. 272-285 - Rayner Alfred, Kay Lie Chan:
Assessing Structured Examination Question Using Automated Keyword Expansion Approach. 286-298 - Rayner Alfred, Rui Wen Teoh:
Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically. 299-308 - Nur Afifah Nadzirah Adnan, Suriyani Ariffin:
Big Data Security in the Web-Based Cloud Storage System Using 3D-AES Block Cipher Cryptography Algorithm. 309-321 - Wahyu Wibowo, Shuzlina Abdul Rahman:
An Empirical Study of Classifier Behavior in Rattle Tool. 322-334
Data Visualization
- Muhaafidz Md Saufi, Zainura Idrus, Sharifah Aliman, Nur Atiqah Sia Abdullah:
Clutter-Reduction Technique of Parallel Coordinates Plot for Photovoltaic Solar Data. 337-349 - Namelya Binti Anuar, Bee Wah Yap:
Data Visualization of Violent Crime Hotspots in Malaysia. 350-363 - Nur Atiqah Sia Abdullah, Muhammad Nadzmi Mohamed Idzham, Sharifah Aliman, Zainura Idrus:
Malaysia Election Data Visualization Using Hexagon Tile Grid Map. 364-373 - Siti Z. Z. Abidin, Nur Azmina Mohamad Zamani, Sharifah Aliman:
A Computerized Tool Based on Cellular Automata and Modified Game of Life for Urban Growth Region Analysis. 374-386 - Ezzatul Akmal Kamaru-Zaman, Ahmad Farhan Ahmad Kamal, Azlinah Mohamed, Azlin Ahmad, Raja Aisyah Zahira Raja Mohd Zamri:
Staff Employment Platform (StEP) Using Job Profiling Analytics. 387-401
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