Abdul Rahim, I. S., Asfarian, A. & Nasharuddin, N. A. (2024). Designing an image classification-based mobile learning app about fruits and vegetables for children. In 2024 IEEE Gaming, Entertainment, and Media Conference (GEM). IEEE.
Mohd Adnan, N. A. & Nasharuddin, N. A. (2024). Classifying date fruits using the transfer learning model. TELKOMNIKA (Telecommunication Computing Electronics and Control), 22(4), 861-868. https://doi.org/10.12928/TELKOMNIKA.v22i4.25924
Asfarian, A., Ibrahim, A., Anindhita, T., Nurhadryani, Y., Mohd Rum, S. N., & Nasharuddin, N. A. (2024). Towards IPB immersive field trip platform: Virtual reality field trip to introduce digital village ecosystem to computer science students. Journal of Advanced Research in Applied Sciences and Engineering Technology, 37(2), 82–93. https://doi.org/10.37934/araset.37.2.8293
Nasharuddin, N. A. & Zamri, N. S. (2024). Non-parametric machine learning for pollinator image classification: A comparative study. Journal of Advanced Research in Applied Sciences and Engineering Technology, 34(1), 106–115. https://doi.org/10.37934/araset.34.1.106115
Norowi, N. M., Anuar, N. A., Mustaffa, M. R., Hussin, M., & Nasharuddin, N. A. (2024). Content-based audio classification system for bird sounds. Journal of Advanced Research in Applied Sciences and Engineering Technology, 33(3), 307-318.
Mustaffa, M., Idris, A., Abdullah, L., & Nasharuddin, N. A. (2023). Deep learning mango fruits recognition based on tensorflow lite. International Journal of Advances in Intelligent Informatics, 9(3), 565-576. https://doi.org/10.26555/ijain.v9i3.1368
Abokadr, S., Azman, A., Hamdan, H. & Nasharuddin, N. A. (2023). Enhancing rare disease diagnosis: A weighted cosine similarity approach for improved k-nearest neighbor algorithm. Journal of Theoretical and Applied Information Technology, 101(17), 6815-6824.
Abokadr, S., Azman, A., Hamdan, H., & Nasharuddin, N. A. (2023). Handling imbalanced data for improved classification performance: Methods and challenges. In 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA) (pp. 1-8). IEEE. https://doi.org/10.1109/esmarta59349.2023.10293442
Lim, H. M., Ng, C. J., Wharrad, H., Lee, Y. K., Teo, C. H., Lee, P. Y., Krishnan, K., Hassan, Z. F. A., Yong, P. V. C., Yap, W. H., Sellappans, R., Ayub, E., Hassan, N., Ghazali, S. S., Kassim, P. S. J., Nasharuddin, N. A., Idris, F., Taylor, M., Poussa, C., . . . Konstantinidis, S. (2022). Knowledge transfer of eLearning objects: Lessons learned from an intercontinental capacity building project. PloS One, 17(9), e0274771. https://doi.org/10.1371/journal.pone.0274771
Mohd Sharef, N., Nasharuddin, N. A., Mohamed, R., Zamani, N. W., Osman, M. H. & Yaakob, R. (2022). Applications of data analytics and machine learning for digital twin-based precision biodiversity: A review. In 2022 International Conference on Advanced Creative Networks and Intelligent Systems: Blockchain Technology, Intelligent Systems, and the Applications of Human Life (ICACNIS) (pp. 1-7). IEEE. https://doi.org/10.1109/ICACNIS57039.2022.10055149
Bahrami, S., Doraisamy, S., Azman, A., Nasharuddin, N. A., & Yue, S. (2022). CNN architectures for road surface wetness classification from acoustic signals. In R. Alfred & Y. Lim (Eds.), Lecture Notes in Electrical Engineering (pp. 777–788). IEEE. https://doi.org/10.1007/978-981-16-8515-6_59
Omar, M. K., Sharef, N. M., Azmi Murad, M. A., Mansor, E. I., Nasharuddin, N. A., Samian, N., Che Nawi, N. R., Arshad, N. I., Ismail, W., Shahbodin, F. & Marhaban, M. H. (2022). Students' expectations toward features of learning analytics system. In M.M.T. Rodrigo, S. Iyer, A. Mitrovic, H.N.H. Cheng, D. Kohen-Vacs, C. Matuk, A. Palalas, R. Rajenran, K. Seta & J. Wang (Eds.), 29th International Conference on Computers in Education Conference (ICCE 2021) (pp. 723–725). IEEE.
Nasharuddin, N. A., Sharef, N. M., Mansor, E. I., Samian, N., Azmi Murad, M. A., Omar, M. K., Arshad, N. I., Shahbodin, F., & Marhaban, M. H. (2021). Designing an educational chatbot: A case study of CikguAIBot. In N. Abd Rahman, F. Mohd, R. C. M. Yusoff, H. Mansor, S. Nordin, Z. Abu Bakar, T. M. T. Sembok, F. Ahmad & F. H. Yusof (Eds.), 5th International Conference on Information Retrieval and Knowledge Management: Digital Technology for IR4.0 and Beyond (CAMP 2021) (pp. 19-24). IEEE. https://doi.org/10.1109/camp51653.2021.9498011
Lim, H. M., Ng, C. J., Teo, C. H., Lee, P. Y., Kassim, P. S. J., Nasharuddin, N. A., Yong, P. V. C., Sellappans, R., Yap, W. H., Lee, Y. K., Hassan, Z. F. A., Krishnan, K., Ghazali, S. S., Idris, F., Hassan, N., Ayub, E., Konstantinidis, S., Taylor, M., Poussa, C., . . . Nilsen, A. T. (2021). Prioritising topics for developing e-learning resources in healthcare curricula: A comparison between students and educators using a modified Delphi survey. PloS One, 16(6), e0253471. https://doi.org/10.1371/journal.pone.0253471
Sharef, N. M., Azmi Murad, M. A., Mansor, E. I., Nasharuddin, N. A., Omar, M. K., & Rokhani, F. Z. (2021). Personalized learning based on learning analytics and chatbot. In 1st Conference on Online Teaching for Mobile Education (OT4ME 2021) (pp. 35-41). IEEE. https://doi.org/10.1109/ot4me53559.2021.9638893
Nasharuddin, N. A. & Umar, N. A. (2021). A preliminary investigation on learning basic chemistry using virtual reality. In 1st Conference on Online Teaching for Mobile Education (OT4ME 2021) (pp. 108-111). IEEE. https://doi.org/10.1109/OT4ME53559.2021.9638812
Nasharuddin, N. A., Khalid, N. A. & Hussin, M. (2021). InCell VR: A virtual reality-based application on human cell division for mobile learning. International Journal of Interactive Mobile Technologies, 15(2), 55–71. https://doi.org/10.3991/ijim.v15i02.18049
Bahrami, S., Doraisamy, S., Azman, A., Nasharuddin, N. A. & Yue, S. (2020). Acoustic feature analysis for wet and dry road surface classification using two-stream CNN. In ACM International Conference Proceeding Series (pp. 194–200). ACM. https://doi.org/10.1145/3445815.3445847
Sharef, N. M., Azmi Murad, M. A., Mansor, E. I., Nasharuddin, N. A., Omar, M. K., Samian, N., Arshad, N. I., Ismail, W., Shahbodin, F. (2020). Learning-analytics based intelligent simulator for personalised learning. In 2020 International Conference on Advancement in Data Science, E-Learning and Information Systems (ICADEIS 2020), 9276858. IEEE. https://doi.org/10.1109/ICADEIS49811.2020.9276858
Ab. Jalil, H., Nasharuddin, N. A., Erzam, E., Mohd Rusdi, N. A. F. & Zaremohzzabieh, Z. (2020). Systematic review of enjoyment element in health-related game-based learning. International Journal of Emerging Technologies in Learning, 15(21), 40–57. https://doi.org/10.3991/ijet.v15i21.17345
Nasharuddin, N. A., Ab. Jalil, H., Marlisah, E., Mohd Nazan, A. I. N., Ismail, I. A. & Ma’arof, A. M. (2020). Digital game-based learning in preventing obesity among children and adolescents: A survey. International Journal of Advanced Research in Engineering and Technology, 11, 1436-1449.
Nasharuddin, N. A., Marlisah, E., Mohd Nazan, A. I. N., Ab. Jalil, H., Ismail, I. A., Ma'arof, A. M. & Salim, S. S. (2020). Body mass index awareness using game-based learning in Malaysia: Game design and initial user experiences. In 11th Computer Science and Electronic Engineering Conference (CEEC 2019) (pp. 90–95). IEEE. https://doi.org/10.1109/CEEC47804.2019.8974325
Nasharuddin, N. A., Mohd Yusoff, N. S. & Ali, S. K. (2019). Multi-feature vegetable recognition using machine learning approach on leaf images. International Journal of Advanced Trends in Computer Science and Engineering, 8(4), 1789–1794.
Mustaffa, M.R., Nasharuddin, N.A., Hussin, M., Mohd Nazri, N. I. N., Zakaria, A.H. & Nik Ahmad Zamri, N. N. E. A. (2019). Automated recyclable waste classification using multiple shape-based properties and quadratic discriminant. International Journal of Innovative Technology and Exploring Engineering, 8(8), 270–274.
Mustaffa, M. R., Yee, L. W., Abdullah, L. N. & Nasharuddin, N. A. (2019). A colour-based building recognition using support vector machine. TELKOMNIKA (Telecommunication Computing Electronics and Control), 17(1), 473–480. https://doi.org/10.12928/TELKOMNIKA.v17i1.11609
Mustaffa, M.R., Wai, G.S., Abdullah, L.N. & Nasharuddin, N.A. (2019). Dress me up!: Content-based clothing image retrieval. In ACM International Conference Proceeding Series (pp. 206–210). ACM. https://doi.org/10.1145/3309074.3309121
Zheng, S., Rahmat, R. W. O., Khalid, F. & Nasharuddin, N. A. (2019). 3D texture-based face recognition system using fine-tuned deep residual networks. PeerJ Computer Science, 236. https://doi.org/10.7717/PEERJ-CS.236
Palasundram, K., Sharef, N. M., Nasharuddin, N. A., Kasmiran, K. A. & Azman, A. (2019). Sequence to sequence model performance for education chatbot. International Journal of Emerging Technologies in Learning, 14(24), 56–68. https://doi.org/10.3991/ijet.v14i24.12187
Nasharuddin, N. A., Abdullah, M. T., Azman, A. & Kadir, R. A. (2019). A framework for English and Malay cross-lingual document alignment method. International Journal of Advanced Trends in Computer Science and Engineering, 2019, 8(1.3 S1), 190–195. https://doi.org/10.30534/ijatcse/2019/3881.32019
Nyon, X. Y., Mustaffa, M. R., Abdullah, L. N. & Nasharuddin, N. A. (2018). Durian species recognition system based on global shape representations and k-nearest neighbors. In S. Doraisamy, A. Azman, D. N. A. Iskandar, M. Annamalai, S. Ruger, F. H. Yusoff, N. Abd. Rahman, A. Moffat & S. A. Mohd Noah (Eds.), 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences (CAMP 2018) (pp. 79–84). IEEE. https://doi.org/10.1109/INFRKM.2018.8464795
Nasharuddin, N. A., Abdullah, M. T., Azman, A. & Kadir, R. A. (2018). A review on building bilingual comparable corpora for resource-limited languages. In S. Doraisamy, A. Azman, D. N. A. Iskandar, M. Annamalai, S. Ruger, F. H. Yusoff, N. Abd. Rahman, A. Moffat & S. A. Mohd Noah (Eds.), 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences (CAMP 2018) (pp. 113–118). IEEE. https://doi.org/10.1109/INFRKM.2018.8464798
Mustaffa, M. R., Yi, N. X., Abdullah, L. N. & Nasharuddin, N. A. (2018). Durian recognition based on multiple features and linear discriminant analysis. Malaysian Journal of Computer Science, 31(5), 57–72. https://doi.org/10.22452/mjcs.sp2018no1.5
Nasharuddin, N. A., Abdullah, M. T., Azman, A. & Kadir, R. A. (2017). English and Malay cross-lingual sentiment lexicon acquisition and analysis. Lecture Notes in Electrical Engineering, 424, 467–475. https://doi.org/10.1007/978-981-10-4154-9_54
Nasharuddin, N. A., Abdullah, M. T., Azman, A., Abdul Kadir, R. & Herrera-Viedma, E. (2013). Feature-based similarity method for aligning the Malay and English news documents. International Journal of Computers and Technology, 11, 2410-2421.
Nasharuddin, N. A., Abdullah, M. T., Abdul Kadir, R., Azman, A. & Rais, N. H. (2012). Experiment on cross-lingual information retrieval using Malay-English bilingual dictionary. Journal of Information Retrieval and Knowledge Management, 2, 72-80.
Nasharuddin, N. A., Abdullah, M. T., Kadir, R. A. & Azman, A. (2010). A review on the cross-lingual information retrieval. In 2010 International Conference on Information Retrieval and Knowledge Management: Exploring the Invisible World, (CAMP'10) (pp. 353–357). IEEE. https://doi.org/10.1109/INFRKM.2010.5466886
Nasharuddin, N. A. & Abdullah, M. T. (2010). Cross-lingual information retrieval: State-of-the-art. Electronic Journal of Computer Science and Information Technology (eJCSIT), 2, 1-5.
Nasharuddin, N. A., Abdul Hamid, J., Ibrahim, H., Abdullah, R. & Wan Isa, W. M. (2008). Visualizer for concept relations in an automatic meaning extraction system. VINE, 38(2), 232–240. https://doi.org/10.1108/03055720810889860