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ORCID6th SCDS 2021: Virtual Event
- Azlinah Mohamed, Bee Wah Yap, Jasni Mohamad Zain, Michael W. Berry:
Soft Computing in Data Science - 6th International Conference, SCDS 2021, Virtual Event, November 2-3, 2021, Proceedings. Communications in Computer and Information Science 1489, Springer 2021, ISBN 978-981-16-7333-7
AI Techniques and Applications
- Muhammad Syamil Ali, Marina Yusoff:
Comparison Performance of Long Short-Term Memory and Convolution Neural Network Variants on Online Learning Tweet Sentiment Analysis. 3-17 - Theresia Gowandi, Hendri Murfi
, Siti Nurrohmah:
Performance Analysis of Hybrid Architectures of Deep Learning for Indonesian Sentiment Analysis. 18-27 - Adel Ali Al-Jumaily, Nafisa Matin, Azadeh Noori Hoshyar:
Machine Learning Based Biosignals Mental Stress Detection. 28-41 - Khalid Mahboob, Hafsa Nizami, Fayyaz Ali, Farrukh Alvi:
Sentences Prediction Based on Automatic Lip-Reading Detection with Deep Learning Convolutional Neural Networks Using Video-Based Features. 42-53 - Marieta Monica, Nadiah Ulfa Ayuningtiyas, Harun Al Azies, Muhammad Riefky, Hidayatul Khusna, Santi Puteri Rahayu:
Unsupervised Learning Approach for Evaluating the Impact of COVID-19 on Economic Growth in Indonesia. 54-70 - Siti Zuhairah Ramlan, Sayang Mohd Deni:
Rainfall Prediction in Flood Prone Area Using Deep Learning Approach. 71-88 - Aditya Srivastava, Tanvi Shinde, Raj Joshi, Sameer Ahmed Ansari, Nupur Giri:
Auto-DL: A Platform to Generate Deep Learning Models. 89-103 - Revi Asprila Palembiya, Muhammad Nanda Setiawan, Elnora Oktaviyani Gultom, Adila Sekarratri Dwi Prayitno, Nani Kurniati, Mohammad Iqbal:
A Smart Predictive Maintenance Scheme for Classifying Diagnostic and Prognostic Statuses. 104-117
Data Analytics and Technologies
- Muhammad Firdaus Hussin, Siti Aida Sheikh Hussin, Zalina Zahid:
Optimal Portfolio Construction of Islamic Financing Instrument in Malaysia. 121-132 - Dyah Yuniati, Kristina Pestaria Sinaga:
Analytics-Based on Classification and Clustering Methods for Local Community Empowerment in Indonesia. 133-145 - Achmad Choiruddin, Tabita Yuni Susanto, Rahma Metrikasari:
Two-Step Estimation for Modeling the Earthquake Occurrences in Sumatra by Neyman-Scott Cox Point Processes. 146-159 - Gee-Kok Tong, Keng Hoong Ng, Wun-She Yap, Kok-Chin Khor:
Construction of Optimal Stock Market Portfolios Using Outlier Detection Algorithm. 160-173 - Nur Sarah Yasmin Mohamad Adib, Ahmad Asyraf Mohd Ibrahim, Muhammad Hazrani Abdul Halim:
Simulating the Upcoming Trend of Malaysia's Unemployment Rate Using Multiple Linear Regression. 174-182 - Yih Hern Kong, Khai Yin Lim, Wan Yoke Chin:
Time Series Forecasting Using a Hybrid Prophet and Long Short-Term Memory Model. 183-196 - Siti Farizah Saad, Siti Meriam Zahari, Muhammad Azri Mohd:
Financial Analytics on Malaysia's Equity Fund Performance and Its Timing Liquidity. 197-212 - Haidah Syafi Parly, Siti Meriam Zahari, Muhammad Asmu'i Abdul Rahim, S. Sarifah Radiah Shariff:
An Autoregressive Distributed Lag (ARDL) Analysis of the Relationships Between Employees Provident Fund's Wealth and Its Determinants. 213-227
Data Mining and Image Processing
- Shahrizan Jamaludin, Nasharuddin Zainal, Wan Mimi Diyana Wan Zaki, Ahmad Faisal Mohamad Ayob:
Iris Segmentation Based on an Adaptive Initial Contour and Partly-Normalization. 231-240 - Nur Sara Zainudin, Keng Hoong Ng, Kok-Chin Khor:
Identifying the Important Demographic and Financial Factors Related to the Mortality Rate of COVID-19 with Data Mining Techniques. 241-253 - Zuraini Othman, Sharifah Sakinah Syed Ahmad, Fauziah Kasmin, Azizi Abdullah, Nur Hajar Zamah Shari:
Local Image Analysis of Malaysian Herbs Leaves Using Canny Edge Detection Algorithm. 254-263
Machine and Statistical Learning
- Putu Desiana Wulaning Ayu, Sri Hartati, Aina Musdholifah, Detty S. Nurdiati:
Amniotic Fluids Classification Using Combination of Rules-Based and Random Forest Algorithm. 267-285 - Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo:
A Modified Inverse Gaussian Poisson Regression with an Exposure Variable to Model Infant Mortality. 286-300 - Ahmad Husain, Achmad Choiruddin:
Poisson and Logistic Regressions for Inhomogeneous Multivariate Point Processes: A Case Study in the Barro Colorado Island Plot. 301-311 - Ajiwasesa Harumeka, Santi Wulan Purnami, Santi Puteri Rahayu:
Entropy-Based Fuzzy Weighted Logistic Regression for Classifying Imbalanced Data. 312-327 - Nik Nur Fatin Fatihah Sapri, Wan Fairos Wan Yaacob, Bee Wah Yap:
Quantifying the Impact of Climatic Factors on Dengue Incidence Using Generalized Linear Mixed Model with Spatio-Temporal Bayesian Poisson Random Effects Approach. 328-340 - Santi Wulan Purnami, Prilyandari Dina Saputri, Bambang Widjanarko Otok:
The Effect of Cancers Treatment in Quality of Life of the Patient: Meta-analysis Approach. 341-350 - Hendri Prabowo, Dedy Dwi Prastyo, Setiawan:
Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution. 351-365 - Suhartono, Achmad Choiruddin, Hendri Prabowo, Muhammad Hisyam Lee:
Hybrid Machine Learning for Forecasting and Monitoring Air Pollution in Surabaya. 366-380 - Jerry Dwi Trijoyo Purnomo, Santi Wulan Purnami, Febry Hilmi Anshori, Albertus Kurnia Lantika:
Survival Analysis of Diabetes Mellitus Patients Using Semiparametric Approach. 381-394 - Choon Yi Lee, Siew Khew Koh, Min Cherng Lee, Wei Yeing Pan:
Application of Machine Learning in Credit Risk Scorecard. 395-410 - Prilyandari Dina Saputri, Arin Berliana Angrenani, Dinda Galuh Guminta, Fonda Leviany, Ika Nur Laily Fitriana, Santi Puteri Rahayu, Hidayatul Khusna:
Multivariate Analysis to Evaluate the Impact of COVID-19 on the Hotel Industry in Indonesia. 411-426 - Joseph Chia Wei Chen, Nurulhuda Firdaus Binti Mohd Azmi Ais:
Identifying Sequential Influence in Predicting Engagement of Online Social Marketing for Video Games. 427-437
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