Browse by Author All List

Article

Nur Syafiqah, Mohd Nafis and Suryanti, Awang (2021) An enhanced hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification. IEEE Access, 9. pp. 52177-52192. ISSN 2169-3536. (Published)

Nur Syafiqah, Mohd Nafis and Suryanti, Awang (2020) The evaluation of accuracy performance in an enhanced embedded feature selection for unstructured text classification. Iraqi Journal of Science, 61 (12). pp. 3397-3407. ISSN 0067-2904. (Published)

Nur Syafiqah, Mohd Nafis and Suryanti, Awang (2018) Challenges and Issues in unstructured big data : A systematic literature review. Advanced Science Letters, 24 (10). pp. 7716-7722. ISSN 1936-6612. (Published)

Conference or Workshop Item

Muhamad Aiman, Ibrahim and Nur Hafieza, Ismail and Nur Shazwani, Kamarudin and Nur Syafiqah, Mohd Nafis and Ahmad Fakhri, Ab Nasir (2023) Identifying PTSD symptoms using machine learning techniques on social media. In: 8th International Conference on Software Engineering and Computer Systems, ICSECS 2023 , 25-27 August 2023 , Penang. pp. 392-395. (192961). ISBN 979-835031093-1 (Published)

Suryanti, Awang and Nur Syafiqah, Mohd Nafis (2021) Performance evaluation of hybrid feature selection technique for sentiment classification based on food reviews. In: 7th International Conference on Software Engineering and Computer Systems and 4th International Conference on Computational Science and Information Management, ICSECS-ICOCSIM 2021 , 24 - 26 Aug. 2021 , Pekan, Malaysia. 172 -176. (171807). ISBN 978-166541407-4 (Published)

Anis Farihan, Mat Raffei and Nur Shamsiah, Abdul Rahman and Nur Syafiqah, Mohd Nafis and Nor Saradatul Akmar, Zulkifli (2020) Internet of Things (IoT) Based Fire Alert Monitoring System for Car Parking. In: IEEE 2020 7th International Conference on Electrical and Electronics Engineering (ICEEE) , 14-16 April 2020 , Antalya, Turkey. pp. 1-4.. ISBN 978-1-7281-6788-6 (Published)

Suryanti, Awang and Nur Syafiqah, Mohd Nafis (2020) The impact of pre-processing and feature selection on text classification. In: Advances in Electronics Engineering: Proceedings of the ICCEE 2019 , 29-30 April 2019 , Kuala Lumpur, Malaysia. pp. 269-280., 619. ISBN 978-981-15-1289-6 (Published)

Nur Syafiqah, Mohd Nafis and Suryanti, Awang (2018) A review of feature selection on text classification. In: Proceedings Book: National Conference for Postgraduate Research (NCON-PGR 2018) , 28-29 August 2018 , Universiti Malaysia Pahang, Gambang, Pahang. pp. 8-14.. ISBN 978-967-22260-5-5 (Published)

Thesis

Nur Syafiqah, Mohd Nafis (2022) The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification. PhD thesis, Universiti Malaysia Pahang (Contributors, Thesis advisor: Suryanti, Awang).

Nur Syafiqah, Mohd Nafis (2016) Customer churn classification in telecommunication company using rough set theory. Masters thesis, Universiti Malaysia Pahang (Contributors, Thesis advisor: Makhtar, Mokhairi).