DR. Ani Liza Asnawi

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1. Zainal, Nur Aishah and Asnawi, Ani Liza (2024) Enhancing stress speech classification through the fusion of emotional datasets utilizing MFCCs with CNN. In: 2024 9th International Conferences on Mechatronics (ICOM), 13-14 August 2024, Kuala Lumpur.
2. Zainal, Nur Aishah and Asnawi, Ani Liza and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohd. Ramli, Huda Adibah (2024) Integration of MFCCS and CNN for multi-class stress speech classification on unscripted dataset. IIUM Egineering Journal, 25 (2). pp. 381-395. ISSN 1511-788X E-ISSN 2289-7860
3. Nur Aishah, Zainal and Asnawi, Ani Liza and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohd Ramli, Huda Adibah and Mohamed Azmin, Nor Fadhillah (2023) MFCCs and TEO-MFCCs for stress detection on women gender through deep learning analysis. In: 9th International Conference on Computer and Communication Engineering (ICCCE 2023), 15-16 August 2023, Kuala Lumpur.
4. Nordin, Muhammad Syafiq and Asnawi, Ani Liza and Zainal, Nur Aishah and Olanrewaju, Rashidah Funke and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohamed Azmin, Nor Fadhillah (2022) Stress detection based on TEO and MFCC speech features using Convolutional Neural Networks (CNN). In: 2nd International Conference on Computing 2022 (ICOCO 2022), 14-16 November 2022, Kota Kinabalu, Sabah. (In Press)
5. Elfaki, Ayman and Asnawi, Ani Liza and Jusoh, Ahmad Zamani and Ismail, Ahmad Fadzil and Ibrahim, Siti Noorjannah and Mohamed Azmin, Nor Fadhillah and Nik Hashim, Nik Nur Wahidah (2021) Using the short-time fourier transform and ResNet to diagnose depression from speech data. In: 2021 IEEE International Conference on Computing, ICOCO 2021, 17 - 19 November 2021, Virtual.
6. Elfaki, Ayman and Asnawi, Ani Liza and Jusoh, Ahmad Zamani and Ismail, Ahmad Fadzil and Ibrahim, Siti Noorjannah and Mohamed Azmin, Nor Fadhillah and Nik Hashim, Nik Nur Wahidah (2021) Using the short-time fourier transform and ResNet to diagnose depression from speech data. In: 2021 IEEE International Conference on Computing (ICOCO 2021), 17-19 November 2021, Kuala Lumpur. (Unpublished)
7. Hilmy, Muhammad Syazani Hafiy and Asnawi, Ani Liza and Jusoh, Ahmad Zamani and Abdullah, Khaizuran and Ibrahim, Siti Noorjannah and Mohd Ramli, Huda Adibah and Mohamed Azmin, Nor Fadhillah (2021) Stress Classification based on Speech Analysis of MFCC Feature via Machine Learning. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), 22-23 June 2021, Kuala Lumpur.
8. Wan Nazulan, Wan Nurul Suraya and Asnawi, Ani Liza and Mohd Ramli, Huda Adibah and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohamed Azmin, Nor Fadhillah (2020) Detection of sweetness level for fruits (watermelon) with machine learning. In: 2020 IEEE Conference on Big Data and Analytics (ICBDA), 17-19 Nov. 2020, Kota Kinabalu, Malaysia (Online Conference).
9. Sallam, Muhammad Samer and Asnawi, Ani Liza and Olanrewaju, Rashidah Funke (2020) Diabetic retinopathy grading using ResNet convolutional neural network. In: 2020 IEEE Conference on Big Data & Analytics, 17-19 December 2020, Kuala Lumpur (Online Conference).
10. Sallam, Muhammad Samer and Olanrewaju, Rashidah Funke and Asnawi, Ani Liza (2019) A critical insight into pragmatic manifestation of diabetic retinopathy grading and detection. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9 (2). pp. 2040-2049. ISSN 2278-3075
11. Asnawi, Ani Liza and Muslimin, Jusnaini and Naim, Muhammad and Badril, Hisham (2020) Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production. International Journal of Advanced Trends in Computer Science and Engineering, 9. pp. 418-424. ISSN 2278-3091
12. Asnawi, Ani Liza and Ahmad, Amalina and Mohamed Azmin, Nor Fadhillah and Ismail, Kamsiah and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohd Ramli, Huda Adibah (2019) The needs of collaborative tool for practicing pair programming in educational setting. International Journal of Interactive Mobile Technologies (iJIM), 13 (07). pp. 17-30. ISSN 18657923 E-ISSN 1865-7923
13. Abidi, M.Ebrahim and Asnawi, Ani Liza and Mohamed Azmin, Nor Fadhillah and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohd Ramli, Huda Adibah and Abdul Malek, Norun (2018) Development of voice control and home security for smart home automation. In: 2018 7th International Conference on Computer Communication Engineering (ICCCE2018), 19th-20th September 2018, Kuala Lumpur.
14. Hamid, Nur Zamira and Asnawi, Ani Liza and W.Morshidi, W. Hafiy and Ruslan, Ahmad Alhadi and Jundi, Nurul Atiqah and Mohd Ramli, Huda Adibah (2018) Design of a wireless device for monitoring human critical condition at industrial industrial workplace. In: 2018 7th International Conference on Computer Communication Engineering (ICCCE2018), 19th-20th September 2018, Kuala Lumpur.
15. Muslimin, Jusnaini and Asnawi, Ani Liza and Ismail, Ahmad Fadzil and Jusoh, Ahmad Zamani and Abdul Malek, Norun Farihah and Mohd Ramli, Huda Adibah (2018) Experimental studies on the effect of antenna orientations to the performance of OFDM-based System. International Journal of Electrical and Computer Engineering (IJECE), 8 (4). pp. 2588-2594. ISSN 2088-8708
16. Muslimin, Jusnaini and Asnawi, Ani Liza and Ismail, Ahmad Fadzil and Khairolanuar, Muhamad Haziq and Jusoh, Ahmad Zamani and Hamid, Rosyati (2017) An empirical analysis on the effect of OFDM parameters to the performance of wireless communication system via USRP-based transceiver. International Journal of Future Generation Communication and Networking, 10 (10). pp. 65-72. ISSN 2233-7857 E-ISSN 2207-9645
17. Muslimin, Jusnaini and Asnawi, Ani Liza and Ismail, Ahmad Fadzil and Jusoh, Ahmad Zamani (2016) SDR-based transceiver of digital communication system using USRP and GNU Radio. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016), 25th-27th July 2016, Kuala Lumpur.
18. Muslimin, Jusnaini and Asnawi, Ani Liza and Ismail, Ahmad Fadzil and Mohd. Ramli, Huda Adibah and Jusoh, Ahmad Zamani and Ibrahim, Siti Noorjannah and Mohamed Azmin, Nor Fadhillah (2016) Basic study of OFDM with multipath propagation model in GNU Platform. In: IEEE International Conference on Wireless Sensors 2015, 24th – 26th August 2015, Holiday Inn Melaka.
19. Asnawi, Ani Liza and Gravell, Andrew M. and Wills, Gary B. (2014) Significant aspects in relation to agile usage: Malaysian perspective. In: 2nd International Conference on Information and Communication Technology 2014, 28th - 30th May 2014, Bandung Indonesia.
20. Asnawi, Ani Liza and Gravell, Andrew M. and Wills, Gary B. (2012) Emergence of Agile Methods: Perceptions from software practitioners in Malaysia. In: International Conference on Agile and Lean Software Methods (AGILE India 2012), 17-19 February 2012, Bengaluru, India.

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