Search

Your search keyword '"Ang, Koon Meng"' showing total 35 results
Start Over Author "Ang, Koon Meng"
35 results on '"Ang, Koon Meng"'

1. Optimization Strategies for Training Artificial Neural Network: A Case Study in Medical Classification

Author

Ang, Koon Meng, Isa, Nor Ashidi Mat, Wong, Ching Hong, Natarajan, Elango, Solihin, Mahmud Iwan, Chiong, Meng Choung, Tiang, Sew Sun, Lim, Wei Hong, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tan, Andrew, editor, Zhu, Fan, editor, Jiang, Haochuan, editor, Mostafa, Kazi, editor, Yap, Eng Hwa, editor, Chen, Leo, editor, Olule, Lillian J. A., editor, and Myung, Hyun, editor

Published
2024
Full Text
View/download PDF

2. Deep Learning-Based Silicon Wafer Defect Classification: A Performance Comparison of Pretrained Networks

Author

Ang, Koon Hian, Ang, Koon Meng, Ang, Chun Kit, Chong, Kim Soon, Sharma, Abhishek, Lim, Tiong Hoo, Tiang, Sew Sun, Lim, Wei Hong, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tan, Andrew, editor, Zhu, Fan, editor, Jiang, Haochuan, editor, Mostafa, Kazi, editor, Yap, Eng Hwa, editor, Chen, Leo, editor, Olule, Lillian J. A., editor, and Myung, Hyun, editor

Published
2024
Full Text
View/download PDF

3. Hyperparameter Optimization of Deep Learning Model: A Case Study of COVID-19 Diagnosis

Author

Ang, Koon Meng, Wong, Chin Hong, Khan, Mohamed Khan Afthab Ahmed, Hussin, Eryana Eiyada, Mokayef, Mastaneh, Chandrasekar, Balaji, Tiang, Sew Sun, Lim, Wei Hong, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tan, Andrew, editor, Zhu, Fan, editor, Jiang, Haochuan, editor, Mostafa, Kazi, editor, Yap, Eng Hwa, editor, Chen, Leo, editor, Olule, Lillian J. A., editor, and Myung, Hyun, editor

Published
2024
Full Text
View/download PDF

4. An Optimized Deep Learning Model for Automatic Diagnosis of COVID-19 Using Chest X-Ray Images

Author

Wadekar, Suhaim Parvez, Ang, Koon Meng, Isa, Nor Ashidi Mat, Tiang, Sew Sun, Chow, Li Sze, Wong, Chin Hong, Chiong, Meng Choung, Lim, Wei Hong, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

5. A Real-Time Social Distancing and Face Mask Detection System Using Deep Learning

Author

Wai, Suet Nam, Tiang, Sew Sun, Lim, Wei Hong, Ang, Koon Meng, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

6. Training Feedforward Neural Networks Using Arithmetic Optimization Algorithm for Medical Classification

Author

Ang, Koon Meng, Lim, Wei Hong, Tiang, Sew Sun, Rahman, Hameedur, Ang, Chun Kit, Natarajan, Elango, Khan, Mohamed Khan Afthab Ahamed, Pan, Li, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

7. Feature Selection of Medical Dataset Using African Vultures Optimization Algorithm

Author

Cheng, Wy-Liang, Ang, Koon Meng, Tiang, Sew Sun, Yap, Kah Yung, Pan, Li, Wong, Chin Hong, Solihin, Mahmud Iwan, Lim, Wei Hong, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

8. Optimized Machine Learning Model with Modified Particle Swarm Optimization for Data Classification

Author

Lim, Kah Sheng, Ang, Koon Meng, Isa, Nor Ashidi Mat, Tiang, Sew Sun, Rahman, Hameedur, Chandrasekar, Balaji, Hussin, Eryana Eiyada, Lim, Wei Hong, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

9. Flow Direction Algorithm for Feature Selection

Author

Cheng, Wy-Liang, Ang, Koon Meng, Lim, Wei Hong, Tiang, Sew Sun, Chiong, Meng Choung, Ang, Chun Kit, Pan, Li, Wong, Chin Hong, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Abdullah, Muhammad Amirul, editor, Khairuddin, Ismail Mohd., editor, Ab. Nasir, Ahmad Fakhri, editor, Mohd. Isa, Wan Hasbullah, editor, Mohd. Razman, Mohd. Azraai, editor, Rasid, Mohd. Azri Hizami, editor, Zainal, Sheikh Muhammad Hafiz Fahami, editor, Bentley, Barry, editor, and Liu, Pengcheng, editor

Published
2023
Full Text
View/download PDF

10. A Self-adaptive Hybridized Algorithm with Intelligent Selection Scheme for Global Optimization

Author

Choi, Zhi Chuan, Ang, Koon Meng, Chow, Cher En, Lim, Wei Hong, Tiang, Sew Sun, Ang, Chun Kit, Chandrasekar, Balaji, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Khairuddin, Ismail Mohd., editor, Abdullah, Muhammad Amirul, editor, Ab. Nasir, Ahmad Fakhri, editor, Mat Jizat, Jessnor Arif, editor, Mohd. Razman, Mohd. Azraai, editor, Abdul Ghani, Ahmad Shahrizan, editor, Zakaria, Muhammad Aizzat, editor, Mohd. Isa, Wan Hasbullah, editor, and Abdul Majeed, Anwar P. P., editor

Published
2022
Full Text
View/download PDF

11. Particle Swarm Optimization with Multi-Chaotic Scheme for Global Optimization

Author

Cheng, Wy-Liang, Ang, Koon Meng, Chow, Cher En, Lim, Wei Hong, Tiang, Sew Sun, Ang, Chun Kit, Chandrasekar, Balaji, Cheng, Eik, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Khairuddin, Ismail Mohd., editor, Abdullah, Muhammad Amirul, editor, Ab. Nasir, Ahmad Fakhri, editor, Mat Jizat, Jessnor Arif, editor, Mohd. Razman, Mohd. Azraai, editor, Abdul Ghani, Ahmad Shahrizan, editor, Zakaria, Muhammad Aizzat, editor, Mohd. Isa, Wan Hasbullah, editor, and Abdul Majeed, Anwar P. P., editor

Published
2022
Full Text
View/download PDF

12. Computer-Vision-Based Integrated Circuit Recognition Using Deep Learning

Author

Voon, Yoon Nam, Ang, Koon Meng, Chong, Ying Hai, Lim, Wei Hong, Tiang, Sew Sun, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Md. Zain, Zainah, editor, Sulaiman, Mohd. Herwan, editor, Mohamed, Amir Izzani, editor, Bakar, Mohd. Shafie, editor, and Ramli, Mohd. Syakirin, editor

Published
2022
Full Text
View/download PDF

13. Particle Swarm Optimization with Modified Initialization Scheme for Numerical Optimization

Author

Cheng, Wy-Liang, Ang, Koon Meng, Choi, Zhi Chuan, Lim, Wei Hong, Tiang, Sew Sun, Natarajan, Elango, Ang, Chun Kit, Khan, Mohamed Khan Afthab Ahamed, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Md. Zain, Zainah, editor, Sulaiman, Mohd. Herwan, editor, Mohamed, Amir Izzani, editor, Bakar, Mohd. Shafie, editor, and Ramli, Mohd. Syakirin, editor

Published
2022
Full Text
View/download PDF

14. Optimal Training of Feedforward Neural Networks Using Teaching-Learning-Based Optimization with Modified Learning Phases

Author

Ang, Koon Meng, Lim, Wei Hong, Tiang, Sew Sun, Ang, Chun Kit, Natarajan, Elango, Ahamed Khan, M. K. A., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Isa, Khalid, editor, Md. Zain, Zainah, editor, Mohd-Mokhtar, Rosmiwati, editor, Mat Noh, Maziyah, editor, Ismail, Zool H., editor, Yusof, Ahmad Anas, editor, Mohamad Ayob, Ahmad Faisal, editor, Azhar Ali, Syed Saad, editor, and Abdul Kadir, Herdawatie, editor

Published
2022
Full Text
View/download PDF

15. Modified Particle Swarm Optimization with Unique Self-cognitive Learning for Global Optimization Problems

Author

Ang, Koon Meng, Lim, Wei Hong, Isa, Nor Ashidi Mat, Tiang, Sew Sun, Ang, Chun Kit, Chow, Cher En, Yeap, Zhe Sheng, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Ab. Nasir, Ahmad Fakhri, editor, Ibrahim, Ahmad Najmuddin, editor, Ishak, Ismayuzri, editor, Mat Yahya, Nafrizuan, editor, Zakaria, Muhammad Aizzat, editor, and P. P. Abdul Majeed, Anwar, editor

Published
2022
Full Text
View/download PDF

16. Multi-objective Particle Swarm Optimization with Alternate Learning Strategies

Author

Koh, Wee Sheng, Lim, Wei Hong, Ang, Koon Meng, Isa, Nor Ashidi Mat, Tiang, Sew Sun, Ang, Chun Kit, Solihin, Mahmud Iwan, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Ab. Nasir, Ahmad Fakhri, editor, Ibrahim, Ahmad Najmuddin, editor, Ishak, Ismayuzri, editor, Mat Yahya, Nafrizuan, editor, Zakaria, Muhammad Aizzat, editor, and P. P. Abdul Majeed, Anwar, editor

Published
2022
Full Text
View/download PDF

20. Wearable Sensors Based Remote Patient Monitoring Using IoT Data Analytics

Author

Han, Wei Tong, Tiang, Sew Sun, Lim, Wei Hong, Mokayef, Mastaneh, Ang, Koon Meng, Liu, Yanan, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, di Mare, Francesca, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, Chew, Esyin, editor, P. P. Abdul Majeed, Anwar, editor, Liu, Pengcheng, editor, Platts, Jon, editor, Myung, Hyun, editor, Kim, Junmo, editor, and Kim, Jong-Hwan, editor

Published
2021
Full Text
View/download PDF

21. Hybridized Metaheuristic Search Algorithm with Modified Initialization Scheme for Global Optimization

Author

Choi, Zhi Chuan, Ang, Koon Meng, Lim, Wei Hong, Tiang, Sew Sun, Ang, Chun Kit, Solihin, Mahmud Iwan, Juhari, Mohd Rizon Mohamed, Chow, Cher En, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Mat Jizat, Jessnor Arif, editor, Khairuddin, Ismail Mohd, editor, Mohd Razman, Mohd Azraai, editor, Ab. Nasir, Ahmad Fakhri, editor, Abdul Karim, Mohamad Shaiful, editor, Jaafar, Abdul Aziz, editor, Hong, Lim Wei, editor, Abdul Majeed, Anwar P. P., editor, Liu, Pengcheng, editor, Myung, Hyun, editor, Choi, Han-Lim, editor, and Susto, Gian-Antonio, editor

Published
2021
Full Text
View/download PDF

22. A Teaching-Learning-Based Optimization with Modified Learning Phases for Continuous Optimization

Author

Chong, Onn Ting, Lim, Wei Hong, Isa, Nor Ashidi Mat, Ang, Koon Meng, Tiang, Sew Sun, Ang, Chun Kit, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Arai, Kohei, editor, Kapoor, Supriya, editor, and Bhatia, Rahul, editor

Published
2020
Full Text
View/download PDF

34. Optimal Design of Convolutional Neural Network Architectures Using Teaching–Learning-Based Optimization for Image Classification.

Author

Ang, Koon Meng, El-kenawy, El-Sayed M., Abdelhamid, Abdelaziz A., Ibrahim, Abdelhameed, Alharbi, Amal H., Khafaga, Doaa Sami, Tiang, Sew Sun, and Lim, Wei Hong

Subjects
*CONVOLUTIONAL neural networks, *DEEP learning, *COMPUTATIONAL intelligence, *MACHINE learning, *TEACHER-student relationships, *ARCHITECTURAL design
Abstract

Convolutional neural networks (CNNs) have exhibited significant performance gains over conventional machine learning techniques in solving various real-life problems in computational intelligence fields, such as image classification. However, most existing CNN architectures were handcrafted from scratch and required significant amounts of problem domain knowledge from designers. A novel deep learning method abbreviated as TLBOCNN is proposed in this paper by leveraging the excellent global search ability of teaching–learning-based optimization (TLBO) to obtain an optimal design of network architecture for a CNN based on the given dataset with symmetrical distribution of each class of data samples. A variable-length encoding scheme is first introduced in TLBOCNN to represent each learner as a potential CNN architecture with different layer parameters. During the teacher phase, a new mainstream architecture computation scheme is designed to compute the mean parameter values of CNN architectures by considering the information encoded into the existing population members with variable lengths. The new mechanisms of determining the differences between two learners with variable lengths and updating their positions are also devised in both the teacher and learner phases to obtain new learners. Extensive simulation studies report that the proposed TLBOCNN achieves symmetrical performance in classifying the majority of MNIST-variant datasets, displays the highest accuracy, and produces CNN models with the lowest complexity levels compared to other state-of-the-art methods due to its promising search ability. [ABSTRACT FROM AUTHOR]

Published
2022
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results