Parallel Sessions

DAY 1 – Parallel Session 1A
Special Session: Emerging Trends in Intelligent Systems and Data Science
Chair : Muhammad Faheem Mushtaq
Time : 02.00 pm – 04.20 pm

TimePaper IDTitle
02.00 pm – 02.20 pm23Elderly Fall Activity Detection Using Supervised Machine Learning Models
Muhammad Ali, Muhammad Faheem Mushtaq, Mobeen Shahroz, Rizwan Majeed, Ali Samad, Urooj Akram
02.20 pm – 02.40 pm40The Comparative performance analysis of Clustering Algorithms
Amna Ashraf, Nazri Mohd Nawi, Muhammad Aamir, Muhammad Faheem Mushtaq
02.40 pm – 03.00 pm42FERNet: A Convolutional Neural Networks Based Robust Model to Recognize Human Facial Expressions
Ghulam Gilanie, Nasira Rehman, Usama Ijaz Bajwa, Sabiha Sharif, Hafeez Ullah, Muhammad Faheem Mushtaq
03.00 pm – 03.20 pm44Early-Stage Detection of Cardiac Related Diseases by Using Artificial Neural Network
Erum Wazir, Ghulam Gilanie, Nasira Rehman, Hafeez Ullah, Muhammad Faheem Mushtaq
03.20 pm – 03.40 pm48The Comparative Performance of Machine Learning Models for COVID-19 Sentiment Analysis
Syeda Fiza Rubab, Muhammad Faheem Mushtaq, Muhammad Hussain Tahir, Amna, Ali Samad, Ghulam Gilanie, Muhammad Ghulam Ghouse
03.40 pm – 04.00 pm53Refined Sentiment analysis by Ensembling Technique of Stacking Classifier
Arslan Abdul Ghaffar, Muhammad Faheem Mushtaq, Amna, Urooj Akram, Ali Samad, Ghulam Gilanie, Muhammad Ghulam Ghouse
04.00 pm – 04.20 pm61LSD: Discrimination of Coal Mining Accident’s Causes Based on Ensemble Machine learning
Muhammad Ali Javaid, Mobeen Shahroz, Muhammad Faheem Mushtaq, Muhammad Ali, Wareesa Sharif, Amna Ashraf, Muhammad Ghulam Ghouse

DAY 1 – Parallel Session 1B
Chair : Sibtain Ahmed Butt
Time : 02.00 pm – 04.20 pm

TimePaper IDTitle
02.00 pm – 02.20 pm24Binary Bat Algorithm with Dynamic Bayesian Network for Feature Selection on Cancer Gene Expression Profiles
Farzana Kabir Ahmad, Siti Sakira Kamaruddin, Aysar Thamer Naser Tuaimah
02.20 pm – 02.40 pm 31An Improved Convolutional Neural Network For Speech Emotion Recognition
Sibtain Ahmed Butt, Umer Iqbal, Rozaida Ghazali, Ijaz Ali Shoukat, Ayodele Lasisi, and Ahmed Khalaf Zager Al-Saedi
02.40 pm – 03.00 pm33Bayesian Regularized Neural Network for Forecasting Naira-USD Exchange Rate
Oyebayo Ridwan Olaniran, Saidat Fehintola Olaniran, Jumoke Popoola
03.00 pm – 03.20 pm39The Effect of Trigonometric Basis Function on Functional Link Neural Network with Ant Lion Optimizer
Yana Mazwin Mohmad Hassim, and Rozaida Ghazali
03.20 pm – 03.40 pm11Friendship Prediction in Social Networks using Developed Extreme Learning Machine with Kernel Reduction and Probabilistic Calculation
Muhammed. E Abd Alkhalec Tharwat , Mohd Farhan Md Fudzee , Shahreen Kasim, Azizul Zahar Ramli, Syed Hamid Hussain Madni
03.40 pm – 04.00 pm12A Robust ELM Algorithm for Compensating the Effect of Node Fault and Weight Noise
Muideen Adegoke, Yuqi Xiao, Chi-Sing Leung, and Kwok Wa Leung
04.00 pm – 04.20 pm35AirAwareMalaysia: Data Visualization and Air Quality Awareness on Air Pollution in Selangor using Big Data Analytics
Haziq Zamri, Zatul Amilah Shaffiei, Nor Aziah Daud and Nor Diana Ahmad

DAY 2 – Parallel Session 2A
Chair : Iwan Tri Yanto
Time : 10:30 am – 12.30 pm

TimePaper IDTitle
10.30 am – 10.50 am 1Fast Hard Clustering Based on Soft Set Multinomial Distribution Function
Iwan Tri Riyadi Yanto, Ririn Setiyowati, Mustafa Mat Deris , Norhalina Senan
10.50 am – 11.10 am 2PSS: New Parametric based Clustering for Data Category
Iwan Tri Riyadi Yanto, Mustafa Mat Deris , Norhalina Senan
11.10 am – 11.30 am 4Arithmetic Operations of Intuitionistic Z-Numbers Using Horizontal Membership Functions
Nik Muhammad Farhan Hakim Nik Badrul Alam, Ku Muhammad Naim Ku Khalif, Nor Izzati Jaini
11.30 am – 11.50 am8A Hybrid Method with Fuzzy VIKOR and Z-Numbers for Decision Making Problems
Wan Nur Amira Wan Azman, Nurnadiah Zamri, Siti Sabariah Abas
11.50 am – 12.10 pm9Fuzzy-Autoregressive Integrated Moving Average (FARIMA) model to Improve Temperature Forecast
Muhammad Shukri Che Lah, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, Pei-Chun Lin, Shamshul Bahar Yaakob
12.10 pm – 12.30 pm22LDA based Topic Modeling on Hospital Facebook Posts
Siti Sakira Kamaruddin, Farzana Kabir Ahmad, Mohammed Ahmed Taiye

DAY 2 – Parallel Session 2B
Chair : Rasyidah
Time : 10:30 am – 12.30 pm

TimePaper IDTitle
10.30 am – 10.50 am 13Fuzzy Approximate Optimal Solution of the Fuzzy Transportation Problems (FTP) Under Interval Form by using Monte Carlo Approach
Yosza Dasril, Muhammad Sam’an
10.50 am – 11.10 am 32Weight for TOPSIS Method Combined with Intuitionistic Fuzzy Sets in Multi-criteria Decision Making
Lazim Abdullah, Noor Azzah Awang
11.10 am – 11.30 am 58Customer’s Behavior in Purchase Decision of Textile Materials: Rough-Regression Model
Rasyidah, Riswan Efendi, Nazri Mohd. Nawi, Herdyan Maulana, Lisya Chairani
11.30 am – 11.50 am59Most Profitable Currency Exchange for ASEAN Countries Using Dijkstra’s Algorithm
Riswan Efendi, Sri Widya Rahayu, Rohaidah Masri, Nor Azah Samsudin, Rasyidah
11.50 am – 12.10 pm60Modeling Public Crime Type Using Multinomial Logistic Regression and K-Nearest Neighbor: Pre-and During-Pandemic COVID-19
Riswan Efendi, Yaumil Isnaini, Sri Widya Rahayu, Rohaidah Masri, Noor Azah Samsudin, Rasyidah
12.10 pm – 12.30 pm28Combined Spatial and Frequency Domains in Algorithm of RGB Color Image Security for Telescope Images
Kung Chuang Ting, Kim Ho Yeap, Peh Chiong Teh, Koon Chun Lai, Florence Francis-Lothai

DAY 2 – Parallel Session 3A
Chair : Marisa Marisa
Time : 02.00 pm – 04.20 pm

TimePaper IDTitle
02.00 pm – 02.20 pm15Prediction of ADHD from a Small Dataset using an Adaptive EEG Theta/Beta Ratio and PCA Feature Extraction
Takumi Sase, Marini Othman
02.20 pm – 02.40 pm 17Comparative Performance of Various Imputation Methods for River Flow Data
Nur Aliaa Dalila A.Muhaime, Muhammad Amirul Arifin, Shuhaida Ismail , Shazlyn Milleana Shaharuddin
02.40 pm – 03.00 pm18Application of Box-Jenkins, Artificial Neural Network and Support Vector Machine Model for Water Level Prediction
Intan Syazwani Noorain, Shuhaida Ismail, Aida Nabilah Sadon,Suhaila Mohd Yasin
03.00 pm – 03.20 pm19Support Vector Machine and Recurrent Neural Network Algorithm for Rainfall Forecasting
Nur Syahira Jafri, Shuhaida Ismail, Aida Nabilah Sadon, Nur’aina A Rahman,Shazlyn Milleana Shaharuddin
03.20 pm – 03.40 pm27Telecommunication Network Interference Analysis Using Naive Bayes Classifier Algorithm
Marisa Marisa, Azizul Azhar Ramli, Suhadi Suhadi, Suslistyowati Sulistyowati, Ismail Hanif Robbani
03.40 pm – 04.00 pm37IFPDSO-PS: A Hybrid Approach for Global and Local Optimization
Muhammad Iqbal Kamboh, Nazri Mohd Nawi, Radiah Mohamad
04.00 pm – 04.20 pm56Android Botnet Detection based on Network Analysis using Machine Learning Algorithm
Muhammad Farrid Affiq Hairul Kamal, Isredza Rahmi A Hamid, Noryusliza Abdullah, Zubaile Abdullah, Masitah Ahmad, Wahidah Md Shah

DAY 2 – Parallel Session 3B
Chair : Yab Li Yu
Time : 02.00 pm – 04.20 pm

TimePaper IDTitle
02.00 pm – 02.20 pm36Substructural Analysis Using Genetic Programming Algorithm
Mohd Isrul Esa, Nor Samsiah Sani and Salwani Abdullah
02.20 pm – 02.40 pm 45Assessing Cloud Computing Security Threats in Malaysian Organization Using Fuzzy Delphi Method
Nurbaini Zainuddin, Rasimah Che Mohd Yusuff, Ganthan Narayana Samy
02.40 pm – 03.00 pm14A Modified Whale Optimization Algorithm as Filterbased Feature Selection for High Dimensional Datasets
Yab Li Yu, Noorhaniza Wahid, and Rahayu A Hamid
03.00 pm – 03.20 pm26Deep Learning GRU model and Random Forest for Screening out Key Attributes of Cardiovascular Disease
Irfan Javid, Rozaida Ghazali, Muhammad Zulqarnain, Noor Aida Husaini
03.20 pm – 03.40 pm54Fuzzy density-based clustering for medical diagnosis
Syed Muhammad Waqas, Kashif Hussain, Salama A. Mostafa, Nazri Mohd Nawi, and Sumra Khan
03.40 pm – 04.00 pm55A Generalized Assignment of Standard Minute Value model to Minimize the Difference Between the Planned and Actual Outputs of a Garment Production Line
Z.A.M.S. Juman, Salama A. Mostafa, Rozaida Ghazali, K.S.M. Karunamuni, and H.M.N.S. Kumari
04.00 pm – 04.20 pm57Improving Genetic Algorithm to Attain Better Routing Solutions for Real-world Water Line System
Salama A. Mostafa, Z.A.M.S. Juman, Nazri Mohd Nawi, Hairulnizam Mahdin, and Mazin Abed Mohammed