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Article

Ali, Mohammed Hasan and Kohbalan, Moorthy and Anad, Mohammed Morad and Mohammed, Mohammed Abdulameer (2018) Propose a New Machine Learning Algorithm based on Cancer Diagnosis. Journal of Advanced Research in Dynamical & Control Systems, 10 (9). pp. 2668-2672. ISSN 1943-023X. (Published)

Alsudani, Mustafa Qahtan and Abbdal Reflish, Salah and Moorthy, Kohbalan and Adnan, Myasar Mundher (2023) A new hybrid teaching learning based optimization -extreme learning machine model based intrusion-detection system. Materials Today: Proceedings, 80. pp. 2701-2705. ISSN 2214-7853. (Published)

Chandran, Suntharaamurthi and Kohbalan, Moorthy and Mohd Arfian, Ismail and Mohd Zamri, Osman and Mohd Azwan Mohamad, Hamza and Ernawan, Ferda (2018) An Improved Integrative Random Forest for Gene Regulatory Network Inference of Breast Cancer. Advanced Science Letters, 24 (10). pp. 7566-7571. ISSN 1936-6612. (Published)

Ernawan, Ferda and Zuriani, Mustaffa and Liew, Siau-Chuin and Kohbalan, Moorthy (2018) A blind multiple watermarks based on human visual characteristics. International Journal of Electrical and Computer Engineering (IJECE), 8 (4). pp. 2578-2587. ISSN 2088-8708. (Published)

Ismael Sahib, Hussein and Alsudani, Mustafa Qahtan and Ali, Mohammed Hasan and Qassim Abbas, Haydar and Moorthy, Kohbalan and Adnan, Myasar Mundher (2023) Proposed intelligence systems based on digital Forensics : Review paper. Materials Today: Proceedings, 80. pp. 2647-2651. ISSN 2214-7853. (Published)

Jaber, Aws Naser and Moorthy, Kohbalan and Machap, Logenthiran and Safaai, Deris (2021) The importance of data classification using machine learning methods in microarray data. Telkomnika, 19 (2). pp. 491-498. ISSN 1693-6930. (Published)

Kauthar, Mohd Daud and Ananda, Ridho and Suhaila, Zainudin and Chan, Weng Howe and Moorthy, Kohbalan and Nurul Izrin, Md Saleh (2023) Optimizing the production of valuable metabolites using a hybrid of constraint-based model and machine learning algorithms : A review. International Journal of Advanced Computer Science and Applications, 14 (10). pp. 1091-1105. ISSN 2158-107X. (Published)

Khalaf, Emad Taha and Mohammed, Muamer N. and Kohbalan, Moorthy (2018) Robust partitioning and indexing for iris biometric database based on local features. IET Biometrics, 7 (6). pp. 589-597. ISSN 2047-4946. (Published)

Khalaf, Emad Taha and Mohammed, Muamer N. and Kohbalan, Moorthy and Hasan, Raed Abdulkareem (2018) Biometric Template Protection based on Hill Cipher Algorithm with Two Invertible Keys. Advanced Science Letters, 24 (10). pp. 7643-7649. ISSN 1936-6612. (Published)

Khalaf, Emad Taha and Mohammed, Muamer N. and Kohbalan, Moorthy and Khalaf, Ahmad Taha (2018) Efficient classifying and indexing for large iris database based on enhanced clustering method. Studies in Informatics and Control, 27 (2). pp. 191-202. ISSN 1841-429X. (Published)

Kohbalan, Moorthy and Ali, Mohammed Hasan and Mohd Arfian, Ismail and Chan, Weng Howe and Mohd Saberi, Mohamad and Safaai, Deris (2019) An Evaluation of Machine Learning Algorithms for Missing Values Imputation. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8 (12S2). pp. 415-420. ISSN 2278-3075. (Published)

Kusairi, R.M. and Kohbalan, Moorthy and Habibollah, Haron and Mohd Saberi, Mohamad and Suhami, Napis and Shahreen, Kasim (2017) An improved parallelized mRMR for gene subset selection in cancer classification. International Journal on Advanced Science, Engineering and Information Technology, 7 (4-2). pp. 1595-1600. ISSN 2088-5334. (Published)

Mohammed Falih, Badran and Kohbalan, Moorthy and Nor Saradatul Akmar, Zulkifli and Mohd Saberi, Mohamad and Safaai, Deris and Nan, Md. Sahar (2019) Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8 (12S2). pp. 146-152. ISSN 2278-3075. (Published)

Mohd Arfian, Ismail and Kirahman, Ab Razak and Kohbalan, Moorthy and Mezhuyev, Vitaliy and Shahreen, Kasim and Ashraf Osman, Ibrahim (2018) Newton competitive genetic algorithm method for optimization the production of biochemical systems. Advanced Science Letters, 24 (10). pp. 7481-7485. ISSN 1936-6612. (Published)

Mohd Arfian, Ismail and Mezhuyev, Vitaliy and Kohbalan, Moorthy and Shahreen, Kasim and Ashraf Osman, Ibrahim (2017) Optimisation of Biochemical Systems Production using Hybrid of Newton Method, Differential Evolution Algorithm and Cooperative Coevolution Algorithm. Indonesian Journal of Electrical Engineering and Computer Science, 8 (1). pp. 27-35. ISSN 2502-4752. (Published)

Mohd Faaizie, Darmawan and Mohd Zamri, Osman and Kohbalan, Moorthy (2018) Age Estimation of Asian Using Soft Computing Model Based on Bone Length of Left Hand. Advanced Science Letters, 24 (10). pp. 7559-7565. ISSN 1936-6612. (Published)

Mohd Hariz, Ibrahim and Mohd Sarifuddin, Othman@Mustafa and Mokhtar Esmail, Mufadal and Kohbalan, Moorthy and Mohd Azwan, Mohamad (2018) A Survey on Internet Security Threat in Malaysia’s Internet Banking System and Suggestion Solutions. Advanced Science Letters, 24 (10). pp. 7433-7441. ISSN 1936-6612. (Published)

Mohd Zamri, Osman and Mohd Aizaini, Maarof and Mohd Foad, Rohani and Kohbalan, Moorthy and Suryanti, Awang (2018) Multi-Scale Skin Sample Approach for Dynamic Skin Color Detection: An Analysis. Advanced Science Letters, 24 (10). pp. 7662-7667. ISSN 1936-6612. (Published)

Noor Aqilah, Abdul Halim and Ernawan, Ferda and Eh Phon, Danakorn Nincarean and Kohbalan, Moorthy (2020) Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication. International Journal of Advanced Trends in Computer Science and Engineering, 9 (5). pp. 8569-8574. ISSN 2278-3091. (Published)

Wan, Ting Leong and Mohd Saberi, Mohamad and Kohbalan, Moorthy and Yee, Wen Choon and Hasyiya Karimah, Adli and Khairul Nizar Syazwan, W. S. W and Loo, Keat Wei and Nazar, Zaki (2022) Enhancement of Ethanol Production Using a Hybrid of Firefly Algorithm and Dynamic Flux Balance Analysis. International Journal of Swarm Intelligence Research, 13 (1). pp. 1-13. ISSN 1947-9263. (Published)

Zhong, Yingna and Kauthar, Mohd Daud and Ain Najiha, Mohamad Nor and Ikuesan, Richard Adeyemi and Moorthy, Kohbalan (2023) Offline handwritten chinese character using convolutional neural network : State-of-the-art methods. Journal of Advanced Computational Intelligence and Intelligent Informatics, 27 (4). pp. 567-575. ISSN 1343-0130. (Published)

Zhong, Yingna and Kauthar, Mohd Daud and Ain Najiha, Mohamad Nor and Ikuesan, Richard Adeyemi and Moorthy, Kohbalan (2023) Offline handwritten Chinese character using convolutional neural network: State-of-the-art methods. Journal of Advanced Computational Intelligence and Intelligent Informatics, 27 (4). pp. 567-575. ISSN 1343-0130. (Published)

Book Chapter

Moorthy, Kohbalan and Jaber, Aws Naser and Mohd Arfian, Ismail and Ernawan, Ferda and Mohd Saberi, Mohamad and Safaai, Deris (2019) Missing-values imputation algorithms for microarray gene expression data. In: Microarray Bioinformatics. Methods in Molecular Biology, 1986 . Humana Press, New York, United States, pp. 255-266. ISBN 978-1-4939-9441-0

Conference or Workshop Item

Devanesam SimpsoN, Emmanuel and Moorthy, Kohbalan (2021) Driver alcohol monitoring system for vehicle safety control with emergency contact. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1..

Ernawan, Ferda and Kabir, M. N. and Mustaffa, Zuriani and Moorthy, Kohbalan and Ramalingam, Mritha (2019) An improved image compression technique using large adaptive DCT psychovisual thresholds. In: Proceedings of the 2nd IEEE International Conference on Knowledge Innovation and Invention 2019, ICKII 2019 , 12 - 15 July 2019 , Seoul, Korea (South). pp. 561-564. (9042705). ISBN 978-172810110-1

J., Kananathan and K., Rajan and M., Samykano and K., Kadirgama and K., Moorthy and M. M., Rahman (2022) Preliminary Tensile Investigation of FDM Printed PLA/Coconut Wood Composite. In: ICMER 2021: Technological Advancement in Instrumentation & Human Engineering , 26-27 October 2021 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. pp. 339-350., 882. ISBN 978-981-15-7309-5

Logenthiran, Machap and Kohbalan, Moorthy (2022) Survival analysis for the identified cancer gene subtype from the co-clustering algorithm. In: International Conference on Electrical, Computer, and Energy Technologies, ICECET 2022 , 20-22 July 2022 , Prague-Czech Republic. pp. 1-6. (182630). ISBN 978-166547087-2

Mohd Hariz, Ibrahim and Suryanti, Awang and Kohbalan, Moorthy (2020) Improvement of the POLISAS e-request transcript system using query optimization. In: 6th International Conference on Software Engineering and Computer Systems, ICSECS 2019 , 25 - 27 September 2019 , Vistana Kuantan City Center, Kuantan, Pahang. pp. 1-8., 769 (1). ISSN 1757-8981

Muhammad Arif, Mohamad and Jamaludin, Sallim and Kohbalan, Moorthy (2021) Whale Optimisation Freeman Chain Code (WO-FCC) extraction algorithm for handwritten character recognition. In: IEEE 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) , 24-26 August 2021 , Pekan, Pahang, Malaysia. pp. 598-602.. ISBN 978-1-6654-1407-4

Wong, Jordan and Kohbalan, Moorthy (2021) Transmissibility prediction of coronavirus disease (covid-19) outbreak in early stages. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1..

Wong, Yit Khee and Chan, Weng Howe and Nies, Hui Wen and Moorthy, Kohbalan (2022) Multi-stage feature selection in identifying potential biomarkers for cancer classification. In: 2022 2nd International Conference on Intelligent Cybernetics Technology and Applications, ICICyTA 2022 , 15-16 December 2022 , Virtual, Online. pp. 6-11. (186617). ISBN 979-835039913-4

Yap, Mei Ing and Moorthy, Kohbalan and Kauthar, Mohd Daud and Ernawan, Ferda (2021) Optical character recognition using backpropagation neural network for handwritten digit characters. In: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) , 24-26 August 2021 , Pekan. 167 -171.. ISBN 9781665414074

Yeo, Zhu Ern Isaac and Moorthy, Kohbalan and Machap, Logenthiran and Mohd Saberi, Mohamad and Jamaludin, Sallim (2020) Gene regulatory network construction of ovarian cancer based on passing attributes between network for data assimilation. In: 2020 8th International Conference on Information Technology and Multimedia, ICIMU 2020 , 24 - 25 August 2020 , Selangor. 251 -255. (9243432). ISBN 9781728173108