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Nazri Mohd Nawi
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Books and Theses
- 2007
- [b1]Nazri Mohd Nawi:
Computational issues in process optimisation using historical data. Swansea University, UK, 2007
Journal Articles
- 2024
- [j17]Amna Ashraf, Nazri Mohd Nawi, Muhammad Aamir
:
Adaptive Feature Selection and Image Classification Using Manifold Learning Techniques. IEEE Access 12: 40279-40289 (2024) - [j16]Amna Ashraf, Nazri Mohd Nawi, Tariq Shahzad, Muhammad Aamir, Muhammad Adnan Khan, Khmaies Ouahada:
Dimension Reduction Using Dual-Featured Auto-Encoder for the Histological Classification of Human Lungs Tissues. IEEE Access 12: 104165-104176 (2024) - 2023
- [j15]Arif Ullah
, Nazri Mohd Nawi:
An improved in tasks allocation system for virtual machines in cloud computing using HBAC algorithm. J. Ambient Intell. Humaniz. Comput. 14(4): 3713-3726 (2023) - [j14]Arif Ullah
, Sundas Naqeeb Khan, Nazri Mohd Nawi:
Review on sentiment analysis for text classification techniques from 2010 to 2021. Multim. Tools Appl. 82(6): 8137-8193 (2023) - 2022
- [j13]Arif Ullah
, Nazri Mohd Nawi, Soukaina Ouhame
:
Recent advancement in VM task allocation system for cloud computing: review from 2015 to2021. Artif. Intell. Rev. 55(3): 2529-2573 (2022) - [j12]Nuhu Yusuf, Mohd Amin Mohd Yunus
, Norfaradilla Wahid, Aida Mustapha, Nazri Mohd Nawi, Noor Azah Samsudin:
Arabic text semantic-based query expansion. Int. J. Data Min. Model. Manag. 14(1): 30-40 (2022) - 2021
- [j11]Asim Shahzad
, Nazri Mohd Nawi
, Muhammad Zubair Rehman
, Abdullah Khan:
An Improved Framework for Content- and Link-Based Web-Spam Detection: A Combined Approach. Complex. 2021: 6625739:1-6625739:18 (2021) - [j10]Muhammad Aamir
, Nazri Mohd Nawi
, Fazli Wahid, Hairulnizam Mahdin:
A deep contractive autoencoder for solving multiclass classification problems. Evol. Intell. 14(4): 1619-1633 (2021) - 2020
- [j9]Muhammad Aamir, Nazri Mohd Nawi, Hairulnizam Mahdin, Rashid Naseem, Muhammad Zulqarnain:
Auto-Encoder Variants for Solving Handwritten Digits Classification Problem. Int. J. Fuzzy Log. Intell. Syst. 20(1): 8-16 (2020) - [j8]Arif Ullah, Nazri Mohd Nawi, Mubashir Hayat Khan:
BAT algorithm used for load balancing purpose in cloud computing: an overview. Int. J. High Perform. Comput. Netw. 16(1): 43-54 (2020) - [j7]Arif Ullah
, Nazri Mohd Nawi:
Enhancing the dynamic load balancing technique for cloud computing using HBATAABC algorithm. Int. J. Model. Simul. Sci. Comput. 11(5): 2050041:1-2050041:20 (2020) - 2016
- [j6]Nazri Mohd Nawi, Mohammad Zubair Rehman, Abdullah Khan, Arslan Kiyani, Haruna Chiroma, Tutut Herawan:
Hybrid Bat and Levenberg-Marquardt Algorithms for Artificial Neural Networks Learning. J. Inf. Sci. Eng. 32(5): 1301-1324 (2016) - 2014
- [j5]Noor Aida Husaini, Rozaida Ghazali
, Nazri Mohd Nawi
, Lokman Hakim Bin Ismail
, Mustafa Mat Deris, Tutut Herawan
:
Pi-Sigma Neural Network for a One-Step-Ahead temperature Forecasting. Int. J. Comput. Intell. Appl. 13(4) (2014) - 2013
- [j4]Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Tutut Herawan:
Global Artificial Bee Colony-Levenberq-Marquardt (GABC-LM) Algorithm for Classification. Int. J. Appl. Evol. Comput. 4(3): 58-74 (2013) - 2012
- [j3]Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris:
G-HABC Algorithm for Training Artificial Neural Networks. Int. J. Appl. Metaheuristic Comput. 3(3): 1-19 (2012) - [j2]Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Iwan Tri Riyadi Yanto, Tutut Herawan:
Rough and Soft Set Approaches for Attributes Selection of Traditional Malay Musical Instrument Sounds Classification. Int. J. Softw. Sci. Comput. Intell. 4(2): 14-40 (2012) - 2009
- [j1]Rozaida Ghazali
, Abir Jaafar Hussain, Nazri Mohd Nawi
, Baharuddin Mohamad:
Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network. Neurocomputing 72(10-12): 2359-2367 (2009)
Conference and Workshop Papers
- 2022
- [c48]Muhammad Iqbal Kamboh, Nazri Mohd Nawi, Radiah Mohamad
:
IFPDSO-PS: A Hybrid Approach for Global and Local Optimization. SCDM 2022: 234-244 - [c47]Syed Muhammad Waqas, Kashif Hussain, Salama A. Mostafa, Nazri Mohd Nawi, Sumra Khan:
Fuzzy Density-Based Clustering for Medical Diagnosis. SCDM 2022: 264-271 - [c46]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. SCDM 2022: 292-301 - [c45]Rasyidah, Riswan Efendi, Nazri Mohd Nawi, Herdyan Maulana, Lisya Chairani
:
Customer's Behavior in Purchase Decision of Textile Materials: Rough-Regression Model. SCDM 2022: 302-310 - [c44]Amna, Nazri Mohd Nawi, Muhammad Aamir, Muhammad Faheem Mushtaq:
The Comparative Performance Analysis of Clustering Algorithms. SCDM 2022: 341-352 - 2020
- [c43]Asim Shahzad, Nazri Mohd Nawi
, Hairulnizam Mahdin, Sundas Naqeeb Khan, Norhamreeza Abdul Hamid:
An Enhanced Model for Digital Reference Services. SCDM 2020: 3-14 - [c42]Mohammad Zubair Rehman, Nazri Mohd Nawi
, Aisha Tanveer, Hassan Zafar, Hamza Munir, Sher Hassan:
Lungs Cancer Nodules Detection from CT Scan Images with Convolutional Neural Networks. SCDM 2020: 382-391 - 2019
- [c41]Nuhu Yusuf, Mohd Amin Mohd Yunus
, Norfaradilla Wahid, Noorhaniza Wahid, Nazri Mohd Nawi
, Noor Azah Samsudin:
Enhancing Query Expansion Method Using Word Embedding. ICSET 2019: 232-235 - 2018
- [c40]Sri Mazura Muhammad Basri, Nazri Mohd Nawi
, Mustafa Mamat, Norhamreeza Abdul Hamid:
RMIL/AG: A New Class of Nonlinear Conjugate Gradient for Training Back Propagation Algorithm. SCDM 2018: 200-212 - [c39]Abdullahi O. Adeleke, Noor Azah Samsudin, Aida Mustapha
, Nazri Mohd Nawi
:
A Group-Based Feature Selection Approach to Improve Classification of Holy Quran Verses. SCDM 2018: 282-297 - 2016
- [c38]Sukarnur Che Abdullah, Mohammad Azzeim Mat Jusoh, Nazri Mohd Nawi
, M. Dzulhelmy Amari:
Robot arm simulation using 3D software application with 3D modeling, programming and simulation support. MHS 2016: 1-3 - [c37]Nazri Mohd Nawi
, M. Z. Rehman
, Norhamreeza Abdul Hamid, Abdullah Khan, Rashid Naseem
, Jamal Uddin
:
Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm. SCDM 2016: 11-20 - [c36]Abdullah Khan, Nazri Mohd Nawi
, Rahmat Shah, Nasreen Akhter, Atta Ullah, M. Z. Rehman
, Norhamreeza Abdul Hamid, Haruna Chiroma:
Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm. SCDM 2016: 122-129 - 2015
- [c35]Nazri Mohd Nawi
, Abdullah Khan, Nurul Syazwani Muhamadan, M. Z. Rehman:
HAPSOENN: Hybrid Accelerated Particle Swarm Optimized Elman Neural Network. DaEng 2015: 315-322 - [c34]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman, Rashid Naseem, Jamal Uddin
:
Studying the Effect of Optimizing Weights in Neural Networks with Meta-Heuristic Techniques. DaEng 2015: 323-330 - 2014
- [c33]Tutut Herawan
, Zailani Abdullah
, Haruna Chiroma
, Eka Novita Sari, Rozaida Ghazali
, Nazri Mohd Nawi
:
Cauchy criterion for the Henstock-Kurzweil integrability of fuzzy number-valued functions. ICACCI 2014: 1329-1333 - [c32]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman, Maslina Abdul Aziz, Tutut Herawan
, Jemal H. Abawajy:
Neural Network Training by Hybrid Accelerated Cuckoo Particle Swarm Optimization Algorithm. ICONIP (2) 2014: 237-244 - [c31]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman, Maslina Abdul Aziz, Tutut Herawan
, Jemal H. Abawajy:
An Accelerated Particle Swarm Optimization Based Levenberg Marquardt Back Propagation Algorithm. ICONIP (2) 2014: 245-253 - [c30]Nazri Mohd Nawi
, Norhamreeza Abdul Hamid, Nursyafika Harsad, Azizul Azhar Ramli
:
Second Order Back Propagation Neural Network (SOBPNN) Algorithm for Medical Data Classification. INNS-CIIS 2014: 73-83 - [c29]Ummi Kalsum Hassan, Nazri Mohd Nawi
, Shahreen Kasim
, Azizul Azhar Ramli
, Mohd Farhan Md Fudzee
, Mohamad Aizi Salamat:
Classify a Protein Domain Using SVM Sigmoid Kernel. SCDM 2014: 143-151 - [c28]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman
, Tutut Herawan
, Mustafa Mat Deris:
Comparing Performances of Cuckoo Search Based Neural Networks. SCDM 2014: 163-172 - [c27]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman
, Tutut Herawan
, Mustafa Mat Deris:
CSLMEN: A New Cuckoo Search Levenberg Marquardt Elman Network for Data Classification. SCDM 2014: 173-182 - 2013
- [c26]Habib Shah
, Rozaida Ghazali
, Nazri Mohd Nawi
:
Global Artificial Bee Colony Algorithm for Boolean Function Classification. ACIIDS (1) 2013: 12-20 - [c25]Nazri Mohd Nawi
, M. Z. Rehman
, Abdullah Khan:
Countering the Problem of Oscillations in Bat-BP Gradient Trajectory by Using Momentum. DaEng 2013: 103-110 - [c24]Nazri Mohd Nawi
, Abdullah Khan, M. Z. Rehman
:
CSBPRNN: A New Hybridization Technique Using Cuckoo Search to Train Back Propagation Recurrent Neural Network. DaEng 2013: 111-118 - [c23]Nazri Mohd Nawi, Abdullah Khan, Mohammad Zubair Rehman:
A New Back-Propagation Neural Network Optimized with Cuckoo Search Algorithm. ICCSA (1) 2013: 413-426 - [c22]Nazri Mohd Nawi, Abdullah Khan, Mohammad Zubair Rehman:
A New Cuckoo Search Based Levenberg-Marquardt (CSLM) Algorithm. ICCSA (1) 2013: 438-451 - [c21]Nazri Mohd Nawi
, Mohammad Zubair Rehman
, Abdullah Khan:
A New Bat Based Back-Propagation (BAT-BP) Algorithm. ICSS 2013: 395-404 - 2012
- [c20]Habib Shah
, Rozaida Ghazali
, Nazri Mohd Nawi
, Mustafa Mat Deris:
Global Hybrid Ant Bee Colony Algorithm for Training Artificial Neural Networks. ICCSA (1) 2012: 87-100 - 2011
- [c19]Mohammad Zubair Rehman
, Nazri Mohd Nawi
:
The Effect of Adaptive Momentum in Improving the Accuracy of Gradient Descent Back Propagation Algorithm on Classification Problems. ICSECS (1) 2011: 380-390 - [c18]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
, Iwan Tri Riyadi Yanto, Tutut Herawan
:
Rough Set Theory for Feature Ranking of Traditional Malay Musical Instruments Sounds Dataset. ICSECS (2) 2011: 516-529 - [c17]Noor Aida Husaini, Rozaida Ghazali
, Nazri Mohd Nawi
, Lokman Hakim Bin Ismail
:
Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat. ICSECS (2) 2011: 530-541 - [c16]Norhamreeza Abdul Hamid, Nazri Mohd Nawi
, Rozaida Ghazali
, Mohd Najib B. Mohd Salleh
:
Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate. ICSECS (3) 2011: 812-824 - [c15]Noor Aida Husaini, Rozaida Ghazali
, Lokman Hakim Bin Ismail
, Norhamreeza Abdul Hamid, Mustafa Mat Deris, Nazri Mohd Nawi
:
Temperature forecasting with a dynamic higher-order neural network model. iiWAS 2011: 547-551 - [c14]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
, Iwan Tri Riyadi Yanto
, Tutut Herawan
:
Rough Set Approach for Attributes Selection of Traditional Malay Musical Instruments Sounds Classification. UCMA (2) 2011: 509-525 - [c13]Noor Aida Husaini, Rozaida Ghazali
, Nazri Mohd Nawi
, Lokman Hakim Bin Ismail
:
Jordan Pi-Sigma Neural Network for Temperature Prediction. UCMA (2) 2011: 547-558 - [c12]Norhamreeza Abdul Hamid, Nazri Mohd Nawi
, Rozaida Ghazali
, Mohd Najib B. Mohd Salleh
:
Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems. UCMA (2) 2011: 559-570 - 2010
- [c11]Nazri Mohd Nawi
, Rajesh S. Ransing
, Mohd Najib B. Mohd Salleh
, Rozaida Ghazali
, Norhamreeza Abdul Hamid:
An Improved Back Propagation Neural Network Algorithm on Classification Problems. FGIT-DTA/BSBT 2010: 177-188 - [c10]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
, Musa Mohd Mokji, Tutut Herawan
:
The Ideal Data Representation for Feature Extraction of Traditional Malay Musical Instrument Sounds Classification. ICIC (1) 2010: 345-353 - [c9]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
, Iwan Tri Riyadi Yanto
, Tutut Herawan
:
Soft Set Theory for Feature Selection of Traditional Malay Musical Instrument Sounds. ICICA (LNCS) 2010: 253-260 - [c8]Nazri Mohd Nawi
, Rozaida Ghazali
, Mohd Najib B. Mohd Salleh
:
The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease. ICICA (LNCS) 2010: 317-324 - [c7]Mohd Najib B. Mohd Salleh
, Nazri Mohd Nawi
:
Dealing with uncertainty in incomplete information system using fuzzy modeling technique. ISSPA 2010: 590-593 - 2009
- [c6]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
:
A study on traditional Malay musical instruments sounds classification system. iiWAS 2009: 729-733 - [c5]Mohd Najib B. Mohd Salleh
, Nazri Mohd Nawi
, Patrice Boursier
:
Incomplete Information of Decision Support System for Planting Material Selection. NCM 2009: 315-319 - [c4]Norhalina Senan
, Rosziati Ibrahim
, Nazri Mohd Nawi
, Musa Mohd Mokji:
Feature Extraction for Traditional Malay Musical Instruments Classification System. SoCPaR 2009: 454-459 - 2008
- [c3]Nazri Mohd Nawi
, Rajesh S. Ransing
, Meghana R. Ransing:
A New Method to Improve the Gradient Based Search Direction to Enhance the Computational Efficiency of Back Propagation Based Neural Network Algorithms. Asia International Conference on Modelling and Simulation 2008: 546-552 - 2006
- [c2]Nazri Mohd Nawi
, Meghana R. Ransing, Rajesh S. Ransing
:
An Improved Learning Algorithm Based on The Broyden-Fletcher-Goldfarb-Shanno (BFGS) Method For Back Propagation Neural Networks. ISDA (1) 2006: 152-157 - [c1]Nazri Mohd Nawi, Meghana R. Ransing, Rajesh S. Ransing
:
Improving the Gradient Based Search Direction to Enhance Training Efficiency of Back Propagation Based Neural Network Algorithms. SGAI Conf. 2006: 45-58
Editorship
- 2022
- [e4]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 [contents] - 2020
- [e3]Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Jemal H. Abawajy:
Recent Advances on Soft Computing and Data Mining - Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22-23, 2020. Advances in Intelligent Systems and Computing 978, Springer 2020, ISBN 978-3-030-36055-9 [contents] - 2018
- [e2]Rozaida Ghazali, Mustafa Mat Deris, Nazri Mohd Nawi, Jemal H. Abawajy:
Recent Advances on Soft Computing and Data Mining - Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018. Advances in Intelligent Systems and Computing 700, Springer 2018, ISBN 978-3-319-72549-9 [contents] - 2017
- [e1]Tutut Herawan, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris:
Recent Advances on Soft Computing and Data Mining - The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016, Proceedings. Advances in Intelligent Systems and Computing 549, Springer 2017, ISBN 978-3-319-51279-2 [contents]
Informal and Other Publications
- 2011
- [i1]Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi:
Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction. CoRR abs/1112.4628 (2011)
Coauthor Index
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