Table of Contents

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