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ORCIDSCDM 2022: Virtual Event
- Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Jemal H. Abawajy, Nureize Arbaiy:
Recent Advances in Soft Computing and Data Mining - Proceedings of the Fifth International Conference on Soft Computing and Data Mining (SCDM 2022), May 30-31, 2022, Virtual Event. Lecture Notes in Networks and Systems 457, Springer 2022, ISBN 978-3-031-00827-6
General Track
- Iwan Tri Riyadi Yanto, Ririn Setiyowati, Mustafa Mat Deris, Norhalina Senan:
Fast Hard Clustering Based on Soft Set Multinomial Distribution Function. 3-13 - Iwan Tri Riyadi Yanto, Mustafa Mat Deris, Norhalina Senan:
PSS: New Parametric Based Clustering for Data Category. 14-24 - Nik Muhammad Farhan Hakim Nik Badrul Alam
, Ku Muhammad Naim Ku Khalif, Nor Izzati Jaini:
Arithmetic Operations of Intuitionistic Z-Numbers Using Horizontal Membership Functions. 25-34 - Wan Nur Amira Wan Azman, Nurnadiah Zamri, Siti Sabariah Abas:
A Hybrid Method with Fuzzy VIKOR and Z-Numbers for Decision Making Problems. 35-45 - Muhammad Shukri Che Lah, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, Pei-Chun Lin, Shamshul Bahar Yaakob:
Fuzzy-Autoregressive Integrated Moving Average (F-ARIMA) Model to Improve Temperature Forecast. 46-55 - Muhammed E. Abd Alkhalec Tharwat, Mohd Farhan Md Fudzee, Shahreen Kasim, Azizul Azhar Ramli, Syed Hamid Hussain Madni:
Friendship Prediction in Social Networks Using Developed Extreme Learning Machine with Kernel Reduction and Probabilistic Calculation. 56-68 - Muideen Adegoke, Yuqi Xiao, Chi-Sing Leung, Kwok Wa Leung:
A Robust ELM Algorithm for Compensating the Effect of Node Fault and Weight Noise. 69-78 - Yosza Dasril, Muhammad Sam'an:
Fuzzy Approximate Optimal Solution of the Fuzzy Transportation Problems (FTP) Under Interval Form Using Monte Carlo Approach. 79-89 - Li Yu Yab, Noorhaniza Wahid, Rahayu A. Hamid:
A Modified Whale Optimization Algorithm as Filter-Based Feature Selection for High Dimensional Datasets. 90-100 - Takumi Sase, Marini Othman:
Prediction of ADHD from a Small Dataset Using an Adaptive EEG Theta/Beta Ratio and PCA Feature Extraction. 101-110 - Nur Aliaa Dalila A. Muhaime, Muhammad Amirul Arifin, Shuhaida Ismail, Shazlyn Milleana Shaharuddin:
Comparative Performance of Various Imputation Methods for River Flow Data. 111-120 - Intan Syazwani Noorain, Shuhaida Ismail, Aida Nabilah Sadon, Suhaila Mohd Yasin:
Application of Box-Jenkins, Artificial Neural Network and Support Vector Machine Model for Water Level Prediction. 121-130 - Nur Syahira Jafri, Shuhaida Ismail, Aida Nabilah Sadon, Nur'aina A. Rahman, Shazlyn Milleana Shaharuddin:
Support Vector Machine and Recurrent Neural Network Algorithm for Rainfall Forecasting. 131-139 - Siti Sakira Kamaruddin, Farzana Kabir Ahmad, Mohammed Ahmed Taiye:
LDA Based Topic Modeling on Hospital Facebook Posts. 140-149 - Farzana Kabir Ahmad, Siti Sakira Kamaruddin, Aysar Thamer Naser Tuaimah:
Binary Bat Algorithm with Dynamic Bayesian Network for Feature Selection on Cancer Gene Expression Profiles. 150-159 - Irfan Javid, Rozaida Ghazali, Muhammad Zulqarnain, Noor Aida Husaini:
Deep Learning GRU Model and Random Forest for Screening Out Key Attributes of Cardiovascular Disease. 160-170 - Marisa Marisa, Azizul Azhar Ramli, Suhadi Suhadi, Suslistyowati Sulistyowati, Ismail Hanif Robbani:
Telecommunication Network Interference Analysis Using Naive Bayes Classifier Algorithm. 171-183 - Kung Chuang Ting, Kim Ho Yeap, Peh Chiong Teh, Koon Chun Lai, Florence Francis-Lothai:
Combined Spatial and Frequency Domains in Algorithm of RGB Color Image Security for Telescope Images. 184-193 - Sibtain Ahmed Butt, Umer Iqbal, Rozaida Ghazali, Ijaz Ali Shoukat, Ayodele Lasisi, Ahmed Khalaf Zager Al Saedi:
An Improved Convolutional Neural Network for Speech Emotion Recognition. 194-201 - Lazim Abdullah, Noor Azzah Awang:
Weight for TOPSIS Method Combined with Intuitionistic Fuzzy Sets in Multi-criteria Decision Making. 202-212 - Oyebayo Ridwan Olaniran, Saidat Fehintola Olaniran, Jumoke Popoola:
Bayesian Regularized Neural Network for Forecasting Naira-USD Exchange Rate. 213-222 - Haziq Zamri, Zatul Amilah Shaffiei, Nor Aziah Daud, Nor Diana Ahmad:
AirAwareMalaysia: Data Visualization and Air Quality Awareness on Air Pollution in Selangor Using Big Data Analytics. 223-233 - Muhammad Iqbal Kamboh, Nazri Mohd Nawi, Radiah Mohamad:
IFPDSO-PS: A Hybrid Approach for Global and Local Optimization. 234-244 - Yana Mazwin Mohmad Hassim, Rozaida Ghazali:
The Effect of Trigonometric Basis Function on Functional Link Neural Network with Ant Lion Optimizer. 245-251 - Nurbaini Zainuddin, Rasimah Che Mohd Yusuff, Ganthan Narayana Samy:
Assessing Cloud Computing Security Threats in Malaysian Organization Using Fuzzy Delphi Method. 252-263 - Syed Muhammad Waqas, Kashif Hussain, Salama A. Mostafa, Nazri Mohd Nawi, Sumra Khan:
Fuzzy Density-Based Clustering for Medical Diagnosis. 264-271 - Z. A. M. S. Juman, Salama A. Mostafa, Rozaida Ghazali, K. S. M. Karunamuni, H. M. N. S. Kumari:
A Generalized Assignment of Standard Minute Value Model to Minimize the Difference Between the Planned and Actual Outputs of a Garment Production Line. 272-281 - Muhammad Farrid Affiq Hairul Kamal, Isredza Rahmi A. Hamid, Noryusliza Abdullah, Zubaile Abdullah, Masitah Ahmad, Wahidah Md Shah:
Android Botnet Detection Based on Network Analysis Using Machine Learning Algorithm. 282-291 - Salama A. Mostafa, Z. A. M. S. Juman, Nazri Mohd Nawi, Hairulnizam Mahdin, Mazin Abed Mohammed:
Improving Genetic Algorithm to Attain Better Routing Solutions for Real-World Water Line System. 292-301 - Rasyidah, Riswan Efendi, Nazri Mohd Nawi, Herdyan Maulana, Lisya Chairani:
Customer's Behavior in Purchase Decision of Textile Materials: Rough-Regression Model. 302-310 - Riswan Efendi, Sri Widya Rahayu, Rohaidah Masri, Noor Azah Samsudin, Rasyidah:
Most Profitable Currency Exchange for ASEAN Countries Using Dijkstra's Algorithm. 311-319 - Riswan Efendi, Yaumil Isnaini, Sri Widya Rahayu, Rohaidah Masri, Noor Azah Samsudin, Rasyidah:
Modeling Public Crime Type Using Multinomial Logistic Regression and K-Nearest Neighbor: Pre-and During-Pandemic COVID-19. 320-327
Emerging Trends in Intelligent Systems and Data Science
- Muhammad Ali, Muhammad Faheem Mushtaq, Mobeen Shahroz, Rizwan Majeed, Ali Samad, Urooj Akram:
Elderly Fall Activity Detection Using Supervised Machine Learning Models. 331-340 - Amna, Nazri Mohd Nawi, Muhammad Aamir, Muhammad Faheem Mushtaq:
The Comparative Performance Analysis of Clustering Algorithms. 341-352 - Ghulam Gilanie, Nasira Rehman, Usama Ijaz Bajwa, Sabiha Sharif, Hafeez Ullah, Muhammad Faheem Mushtaq:
FERNet: A Convolutional Neural Networks Based Robust Model to Recognize Human Facial Expressions. 353-360 - Erum Wazir, Ghulam Gilanie, Nasira Rehman, Hafeez Ullah, Muhammad Faheem Mushtaq:
Early Stage Detection of Cardiac Related Diseases by Using Artificial Neural Network. 361-370 - Syeda Fiza Rubab, Muhammad Faheem Mushtaq, Muhammad Hussain Tahir, Amna, Ali Samad, Ghulam Gilanie, Muhammad Ghulam Ghouse:
The Comparative Performance of Machine Learning Models for COVID-19 Sentiment Analysis. 371-379 - Arslan Abdul Ghaffar, Muhammad Faheem Mushtaq, Amna, Urooj Akram, Ali Samad, Ghulam Gilanie, Muhammad Ghulam Ghouse:
Refined Sentiment Analysis by Ensembling Technique of Stacking Classifier. 380-389 - Muhammad Ali Javaid, Mobeen Shahroz, Muhammad Faheem Mushtaq, Muhammad Ali, Wareesa Sharif, Amna Ashraf, Muhammad Ghulam Ghouse:
LSD: Discrimination of Coal Mining Accident's Causes Based on Ensemble Machine Learning. 390-400
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