Publication

List of Publications

[2023]


Hung, L. P., & Alias, S. (2023). Beyond Sentiment Analysis: A Review of Recent Trends in Text Based Sentiment Analysis and Emotion Detection. Journal of Advanced Computational Intelligence and Intelligent Informatics, 27(1), 84-95.

[2022]


Hayatin, N., Alias, S., Lai, P. H., & Sainin, M. S. (2022). SENTIMENT ANALYSIS BASED ON PROBABILISTIC CLASSIFIER TECHNIQUES IN VARIOUS INDONESIAN REVIEW DATA. Jordanian Journal of Computers and Information Technology, 8(3).

[2021]


Alias, S., Sainin, M. S., & Mohammad, S. K. (2021). A syntactic-based sentence validation technique for Malay text summarizer. Journal of Information and Communication Technology, 20(3), 329-352.
Suraya Alias, Mohd Shamrie Sainin, Tan Soo Fun, Norhayati Daut and Teoh Lee Sheng (2021). Unsupervised Text Feature Extraction for Academic Chatbot using Constrained FP-Growth. ASM Science Journal, ASM Sc. J., 14, 2021.
Alias, S., Sainin, M. S., & Mohammad, S. K. (June, 2021). A syntactic-based sentence validation technique for Malay text summarizer. Journal of Information and Communication Technology, 20(3), 329-352. https://doi.org/10.32890/jict2021.20.3.3

[2020]


Alias, S., Sainin, M. S., & Mohammad, S. K. (2020). Model Peringkasan Teks Ekstraktif Dwibahasa menggunakan Fitur Kekangan Corak Tekstual (Bilingual Extractive Text Summarization Model using Textual Pattern Constraints). GEMA Online® Journal of Language Studies, 20(3).

[2019]  


Alias, S., Sainin, M. S., Fun, T. S., & Daut, N. (2019, December). Intent Pattern Discovery for Academic Chatbot – A Comparison between N-gram model and Frequent Pattern-Growth method. In 2019 IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS). IEEE.
Alias, S., Sainin, M. S., Fun, T. S., & Daut, N. (2019, November). Identification of Conversational Intent Pattern Using Pattern-Growth Technique for Academic Chatbot. In International Conference on Multi-disciplinary Trends in Artificial Intelligence (pp. 263-270). Springer, Cham. 

[2018] 


Alias, S., Muhammad, S. K, Gan, K. H., & Sainin, M. S. (2018). Understanding Human Sentence Compression Pattern for Malay Text Summarizer. In Information Retrieval and Knowledge Management (CAMP), 2018 Fourth International Conference. IEEE
Mohd Shamrie Sainin, Rayner Alfred, Suraya Alias. (2018). Feature Selection and Ensemble Meta Classifier for Multiclass Imbalance Data Learning. In the Proceedings of Knowledge Management International Conference (KMICe).
Alias S., Mohammad S.K., Gan K.H., Ping T.T. (2018) MYTextSum: A Malay Text Summarizer Model Using a Constrained Pattern-Growth Sentence Compression Technique. In: Alfred R., Iida H., Ag. Ibrahim A., Lim Y. (eds) Computational Science and Technology. ICCST 2017. Lecture Notes in Electrical Engineering, vol 488. Springer, Singapore

 [2017] 


Alias, S., Muhammad, S. K, Gan, K. H., & Tan, T. P. (2017). MYTextSum: A Malay Text Summarizer model using Constrained Pattern-Growth Sentence Compression technique. In Fourth International Conference on Computational Science and Technology 2017 (ICCST2017). Springer.
Alias, S., Muhammad, S. K, Gan, K. H., & Tan, T. P. (2017). A Text Representation Model using Sequential Pattern-Growth Method. Pattern Analysis and Applications. 1-15. doi: 10.1007/s10044-017-0624-9 
Alias, S., Mohammad, S. K., Hoon, G. K., & Ping, T. T. (2017). Extract, Compress and Summarize - An Experiment Using Malay News Article. Advanced Science Letters. 23(5),4336–4340. 

[2016]


Alias, S., Mohammad, S. K., Hoon, G. K., & Ping, T. T. (2016, August). A Malay text summarizer using pattern-growth method with sentence compression rules. In Information Retrieval and Knowledge Management (CAMP), 2016 Third International Conference on (pp. 7-12). IEEE. DOI 10.1109/INFRKM.2016.7806326
Alias, S., Mohammad, S. K., Hoon, G. K., & Ping, T. T. (2016). A Malay text corpus analysis for Sentence Compression using Pattern-Growth method. Vol 78(8),197–206, Jurnal Teknologi.

[2013]


Alias, S., & Muhammad, S. K. (2013, November). Sequential pattern based multi document summarization—An exploratory approach. In 2013 International Conference on Research and Innovation in Information Systems (ICRIIS) (pp. 85-90). IEEE.

[2011]


Alias, S., Razali, M. N., Fun, T. S., & Sainin, M. S. (2011, November). Sequential pattern mining using personalized minimum support threshold with minimum items. In 2011 International Conference on Research and Innovation in Information Systems (pp. 1-6). IEEE.
Alias, S., Razali, M. N., Fun, T. S., & Sainin, M. S. (2011). Discovering Frequent Sequential Pattern Using Personalized Minimum Support Threshold with Minimum Items. Journal of Information systems research and innovation (JISRI), UTMPress.

[2008]


Alias, S., & Norwawi, N. M. (2008, August). pSPADE: Mining sequential pattern using personalized support threshold value. In 2008 International Symposium on Information Technology (Vol. 2, pp. 1-8). IEEE.