Manjeevan Singh Seera

Research output

Research output per year 2010 2014 2015 2016 2017 2018 2023 2024

• 49 Article
• 12 Conference Paper
• 3 Chapter (Book)
• 1 Other Report
• 1 More
  • 1 Review Article

Research output per year

Research output per year

Search results

• 2024

  An intelligent payment card fraud detection system

  Seera, M., Lim, C. P., Kumar, A., Dhamotharan, L. & Tan, K. H., 2024, In: Annals of Operations Research. 334, p. 445-467 23 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access
  30 Citations (Scopus)

• Explainable AI for colorectal cancer classification

  Mulenga, M., Seera, M., Kareem, S. A. & Sabri, A. Q. M., 2024, Explainable AI in Health Informatics. Aluvalu, R., Mehta, M. & Siarry, P. (eds.). 1st ed. Singapore Singapore: Springer, p. 203-223 21 p. (Computational Intelligence Methods and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review

• Navigating the landscape of concept-supported XAI: challenges, innovations, and future directions

  Shams Khoozani, Z., Sabri, A. Q. M., Seng, W. C., Seera, M. & Eg, K. Y., 2024, In: Multimedia Tools and Applications. 83, p. 67147-67197 51 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access
  2 Citations (Scopus)
• 2023

  A deep learning framework for the detection of Malay hate speech

  Maity, K., Bhattacharya, S., Saha, S. & Seera, M., 2023, In: IEEE Access. 11, p. 79542-79552 11 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  8 Citations (Scopus)

• An investigation into predictive modelling of Malaysian stock prices using an optimum feature set

  Chia, Q. F., Seera, M., Lim, L. L. & Lai, W. K., 7 Dec 2023, Proceedings of the 4th Tarumanagara International Conference of the Applications of Technology and Engineering (TICATE) 2021. Tjahjono, B., Teng, S. S., Liang, A. R. T., Gopal, L., Hugeng, H., Chuang, C. & Soemardi, T. P. (eds.). American Institute of Physics, 7 p. 020095. (AIP Conference Proceedings; vol. 2680, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

  Open Access

• A parallel ensemble learning model for fault detection and diagnosis of industrial machinery

  Al-Andoli, M. N., Tan, S. C., Sim, K. S., Seera, M. & Lim, C. P., 2023, In: IEEE Access. 11, p. 39866-39878 13 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  5 Citations (Scopus)

• Enhancing computer-aided cervical cancer detection using a novel fuzzy rank-based fusion

  Sahoo, P., Saha, S., Mondal, S., Seera, M., Sharma, S. K. & Kumar, M., Dec 2023, In: IEEE Access. 11, p. 145281-145294 14 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  1 Citation (Scopus)

• Malaysia State of Consumer Credit 2022

  Alam, N., Seera, M. S., Ying, E. L. J., Ray, S., Isik, T. S., Majaman, N. E., Metha, A., How, H. & Namasivayam, S., 24 Feb 2023, Malaysia: Monash University Malaysia. 42 p.

  Research output: Book/Report › Other Report › Research

  Open Access

  File
• 2022

  Commercial photovoltaic performance optimization using genetic algorithms

  Seera, M., Tan, C. J., Randhawa, K. K. & Chong, K-K., 2022, Artificial Intelligence and Environmental Sustainability: Challenges and Solutions in the Era of Industry 4.0. Ong, H. L., Doong, R., Naguib, R., Lim, C. P. & Nagar, A. K. (eds.). 1st ed. Singapore Singapore: Springer, p. 117-130 14 p. (Algorithms for Intelligent Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review

• Credit card fraud detection using a hierarchical behavior-knowledge space model

  Nandi, A. K., Randhawa, K. K., Chua, H. S., Seera, M. & Lim, C. P., 20 Jan 2022, In: PLoS ONE. 17, 1, 16 p., e0260579.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  13 Citations (Scopus)
• 2021

  Feature extension of gut microbiome data for deep neural network-based colorectal cancer classification

  Mulenga, M., Abdul Kareem, S., Qalid Md Sabri, A., Seera, M., Govind, S., Samudi, C. & Mohamad, S. B., 2021, In: IEEE Access. 9, p. 23565-23578 14 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  26 Citations (Scopus)

• Performance analyses of various commercial photovoltaic modules based on local spectral irradiances in Malaysia using genetic algorithm

  Seera, M., Tan, C. J., Chong, K. K. & Lim, C. P., 15 May 2021, In: Energy. 223, 22 p., 120009.

  Research output: Contribution to journal › Article › Research › peer-review
  11 Citations (Scopus)

• Stacking and chaining of normalization methods in deep learning-based classification of colorectal cancer using gut microbiome data

  Mulenga, M., Kareem, S. A., Sabri, A. Q. M. & Seera, M., 2021, In: IEEE Access. 9, p. 97296-97319 24 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  11 Citations (Scopus)
• 2020

  Face image synthesis with weight and age progression using conditional adversarial autoencoder

  Anwaar, M., Loo, C. K. & Seera, M., Apr 2020, In: Neural Computing and Applications. 32, 8, p. 3567-3579 13 p.

  Research output: Contribution to journal › Article › Research › peer-review
  5 Citations (Scopus)

• Meta-cognitive recurrent kernel online sequential extreme learning machine with kernel adaptive filter for concept drift handling

  Liu, Z., Loo, C. K., Pasupa, K. & Seera, M., Feb 2020, In: Engineering Applications of Artificial Intelligence. 88, 15 p., 103327.

  Research output: Contribution to journal › Article › Research › peer-review
  19 Citations (Scopus)

• Superpixels features extractor network (SP-FEN) for clothing parsing enhancement

  Ihsan, A. M., Loo, C. K., Naji, S. A. & Seera, M., Jun 2020, In: Neural Processing Letters. 51, 3, p. 2245-2263 19 p.

  Research output: Contribution to journal › Article › Research › peer-review
  15 Citations (Scopus)
• 2019

  A hybrid model of fuzzy min–max and brain storm optimization for feature selection and data classification

  Pourpanah, F., Lim, C. P., Wang, X., Tan, C. J., Seera, M. & Shi, Y., 14 Mar 2019, In: Neurocomputing. 333, p. 440-451 12 p.

  Research output: Contribution to journal › Article › Research › peer-review
  50 Citations (Scopus)

• An improved fuzzy ARTMAP and Q-learning agent model for pattern classification

  Pourpanah, F., Wang, R., Lim, C. P., Wang, X., Seera, M. & Tan, C. J., 24 Sept 2019, In: Neurocomputing. 359, p. 139-152 14 p.

  Research output: Contribution to journal › Article › Research › peer-review
  20 Citations (Scopus)

• Episodic memory multimodal learning for robot sensorimotor map building and navigation

  Chin, W. H., Toda, Y., Kubota, N., Loo, C. K. & Seera, M., Jun 2019, In: IEEE Transactions on Cognitive and Developmental Systems. 11, 2, p. 210-220 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  10 Citations (Scopus)

• Meta-cognitive recurrent recursive kernel OS-ELM for concept drift handling

  Liu, Z., Loo, C. K. & Seera, M., Feb 2019, In: Applied Soft Computing. 75, p. 494-507 14 p.

  Research output: Contribution to journal › Article › Research › peer-review
  17 Citations (Scopus)
• 2018

  A hybrid FAM-CART model for online data classification

  Seera, M., Lim, C. P. & Tan, S. C., May 2018, In: Computational Intelligence. 34, 2, p. 562-581 20 p.

  Research output: Contribution to journal › Article › Research › peer-review
  3 Citations (Scopus)

• Credit card fraud detection using AdaBoost and majority voting

  Randhawa, K., Loo, C. K., Seera, M., Lim, C. P. & Nandi, A. K., 2018, In: IEEE Access. 6, p. 14277-14284 8 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  304 Citations (Scopus)

• Improving the Fuzzy Min–Max neural network performance with an ensemble of clustering trees

  Seera, M., Randhawa, K. & Lim, C. P., 31 Jan 2018, In: Neurocomputing. 275, p. 1744-1751 8 p.

  Research output: Contribution to journal › Article › Research › peer-review
  11 Citations (Scopus)

• Motor fault detection and diagnosis based on a meta-cognitive random vector functional link network

  Za'in, C., Pratama, M., Prasad, M., Puthal, D., Lim, C. P. & Seera, M., 2018, Fault Diagnosis of Hybrid Dynamic and Complex Systems. Sayed-Mouchaweh, M. (ed.). 1st ed. Cham Switzerland: Springer, p. 15-44 30 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review
  5 Citations (Scopus)

• Personality affected robotic emotional model with associative memory for human-robot interaction

  Masuyama, N., Loo, C. K. & Seera, M., 10 Jan 2018, In: Neurocomputing. 272, p. 213-225 13 p.

  Research output: Contribution to journal › Article › Research › peer-review
  37 Citations (Scopus)

• Quantum-inspired multidirectional associative memory with a self-convergent iterative learning

  Masuyama, N., Loo, C. K., Seera, M. & Kubota, N., Apr 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 4, p. 1058-1068 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  8 Citations (Scopus)

• Semi-supervised topo-Bayesian ARTMAP for noisy data

  Nooralishahi, P., Loo, C. K. & Seera, M., Jan 2018, In: Applied Soft Computing. 62, p. 134-147 14 p.

  Research output: Contribution to journal › Article › Research › peer-review
  5 Citations (Scopus)
• 2017

  Application of emotion affected associative memory based on mood congruency effects for a humanoid

  Masuyama, N., Islam, M. N., Seera, M. & Loo, C. K., Apr 2017, In: Neural Computing and Applications. 28, 4, p. 737-752 16 p.

  Research output: Contribution to journal › Article › Research › peer-review
  12 Citations (Scopus)

• A randomized neural network for data streams

  Pratama, M., Angelov, P. P., Lu, J., Lughofer, E., Seera, M. & Lim, C. P., 2017, Proceedings of 2017 International Joint Conference on Neural Networks, IJCNN 2017. Jayne, C., Hammer, B. & King, I. (eds.). 1st ed. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3423-3430 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
  8 Citations (Scopus)

• Arm motion analysis using genetic algorithm for rehabilitation and healthcare

  Obo, T., Loo, C. K., Seera, M., Takeda, T. & Kubota, N., Mar 2017, In: Applied Soft Computing. 52, p. 81-92 12 p.

  Research output: Contribution to journal › Article › Research › peer-review
  10 Citations (Scopus)

• A robust incremental clustering-based facial feature tracking

  Islam, M. N., Seera, M. & Loo, C. K., Apr 2017, In: Applied Soft Computing. 53, p. 34-44 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  21 Citations (Scopus)

• Classification of ball bearing faults using a hybrid intelligent model

  Seera, M., Wong, M. L. D. & Nandi, A. K., Aug 2017, In: Applied Soft Computing. 57, p. 427-435 9 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
  63 Citations (Scopus)

• Classification of transcranial Doppler signals using individual and ensemble recurrent neural networks

  Seera, M., Lim, C. P., Tan, K. S. & Liew, W. S., 2 Aug 2017, In: Neurocomputing. 249, p. 337-344 8 p.

  Research output: Contribution to journal › Article › Research › peer-review
  21 Citations (Scopus)

• Incremental clustering-based facial feature tracking using Bayesian ART

  Islam, M. N., Loo, C. K. & Seera, M., Jun 2017, In: Neural Processing Letters. 45, 3, p. 887-911 25 p.

  Research output: Contribution to journal › Article › Research › peer-review
  6 Citations (Scopus)

• Online semi-supervised multi-channel time series classifier based on growing neural gas

  Nooralishahi, P., Seera, M. & Loo, C. K., Nov 2017, In: Neural Computing and Applications. 28, 11, p. 3491-3505 15 p.

  Research output: Contribution to journal › Article › Research › peer-review
  5 Citations (Scopus)
• 2016

  Classification of implantable rotary blood pump states with class noise

  Ooi, H. L., Seera, M., Ng, S. C., Lim, C. P., Loo, C. K., Lovell, N. H., Redmond, S. J. & Lim, E., May 2016, In: IEEE Journal of Biomedical and Health Informatics. 20, 3, p. 829-837 9 p.

  Research output: Contribution to journal › Article › Research › peer-review

• Classifying stress from heart rate variability using salivary biomarkers as reference

  Liew, W. S., Seera, M., Loo, C. K., Lim, E. & Kubota, N., Oct 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 10, p. 2035-2046 12 p.

  Research output: Contribution to journal › Article › Research › peer-review
  24 Citations (Scopus)

• Data clustering using a modified fuzzy min-max neural network

  Seera, M., Lim, C. P., Loo, C. K. & Jain, L. C., 2016, Soft Computing Applications: Proceedings of the 6th International Workshop Soft Computing Applications (SOFA 2014), Volume 1. Balas, V. E., Kovačević, B. & Jain, L. C. (eds.). 1st ed. Cham Switzerland: Springer, p. 413-422 10 p. (Advances in Intelligent Systems and Computing; vol. 356).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
  2 Citations (Scopus)

• Hierarchical parallel genetic optimization fuzzy ARTMAP ensemble

  Liew, W. S., Seera, M. & Loo, C. K., Oct 2016, In: Neural Processing Letters. 44, 2, p. 451-470 20 p.

  Research output: Contribution to journal › Article › Research › peer-review
  3 Citations (Scopus)

• Hybrid evolutionary neuro-fuzzy approach based on mutual adaptation for human gesture recognition

  Obo, T., Loo, C. K., Seera, M. & Kubota, N., May 2016, In: Applied Soft Computing. 42, p. 377-389 13 p.

  Research output: Contribution to journal › Article › Research › peer-review
  11 Citations (Scopus)

• Motor fault detection and diagnosis using a hybrid FMM-CART model with online learning

  Seera, M., Lim, C. P. & Loo, C. K., Dec 2016, In: Journal of Intelligent Manufacturing. 27, 6, p. 1273-1285 13 p.

  Research output: Contribution to journal › Article › Research › peer-review
  36 Citations (Scopus)

• Multi-channel Bayesian Adaptive Resonance Associate Memory for on-line topological map building

  Chin, W. H., Seera, M., Loo, C. K., Kubota, N. & Toda, Y., Jan 2016, In: Applied Soft Computing. 38, p. 269-280 12 p.

  Research output: Contribution to journal › Article › Research › peer-review
  14 Citations (Scopus)

• Power quality analysis using a hybrid model of the fuzzy min-max neural network and clustering tree

  Seera, M., Lim, C. P., Loo, C. K. & Singh, H., Dec 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 12, p. 2760-2767 8 p.

  Research output: Contribution to journal › Article › Research › peer-review
  21 Citations (Scopus)

• Web-based career path model for human resource management

  Neoh, S. C., Tan, C. J., Seera, M. & Loo, C. K., 2016, In: Journal of Telecommunication, Electronic and Computer Engineering. 8, 12, p. 23-26 4 p.

  Research output: Contribution to journal › Article › Research › peer-review

  Open Access

  File
• 2015

  Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs

  Liew, W. S., Seera, M., Loo, C. K. & Lim, E., Feb 2015, In: Applied Soft Computing. 27, p. 53-63 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  11 Citations (Scopus)

• A hybrid FAM–CART model and its application to medical data classification

  Seera, M., Lim, C. P., Tan, S. C. & Loo, C. K., 22 Nov 2015, In: Neural Computing and Applications. 26, 8, p. 1799-1811 13 p.

  Research output: Contribution to journal › Article › Research › peer-review
  27 Citations (Scopus)

• A hybrid model of fuzzy artmap and the genetic algorithm for data classification

  Seera, M., Liew, W. S. & Loo, C. K., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Lai, W. K., Liu, Q., Huang, T. & Arik, S. (eds.). Springer, p. 346-353 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9490).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review

• A modified fuzzy min-max neural network for data clustering and its application to power quality monitoring

  Seera, M., Lim, C. P., Loo, C. K. & Singh, H., Mar 2015, In: Applied Soft Computing. 28, p. 19-29 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  46 Citations (Scopus)

• Classification of electrocardiogram and auscultatory blood pressure signals using machine learning models

  Seera, M., Lim, C. P., Liew, W. S., Lim, E. & Loo, C. K., 1 May 2015, In: Expert Systems with Applications. 42, 7, p. 3643-3652 10 p.

  Research output: Contribution to journal › Article › Research › peer-review
  35 Citations (Scopus)
• 2014

  A hybrid FMM-CART model for human activity recognition

  Seera, M., Loo, C. K. & Lim, C. P., 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2014. January ed. Vol. 2014-January. p. 182-187 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
  11 Citations (Scopus)