Dr Ali Sophian
Mechatronics Engineering
IIUM
Latest Additions
- Komarudin, Muhamad and Sulistiyanti, Sri Ratna and Suharsono, Suharsono and Irsyad, Muhammad and Septama, Hery Dian and Yulianti, Titin and Sophian, Ali and Michel, Michel (2025) Advancing precision in air quality forecasting through machine learning integration. IAES International Journal of Artificial Intelligence, 14 (3). pp. 2113-2122. ISSN 2089-4872 E-ISSN 2252-8938
- Ashraf, Arselan and Sophian, Ali and Bawono, Ali Aryo (2024) Crack detection, classification, and segmentation on road pavement material using multi-scale feature aggregation and transformer-based attention mechanisms. Construction Materials, 4. pp. 655-675.
- Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia and Bawono, Ali Aryo (2024) RCD-IIUM: a comprehensive Malaysian road crack dataset for infrastructure analysis. In: 9th International Conference on Mechatronics Engineering, 13-14 August 2024, Kulliyyah of Engineering, IIUM.
- Rozeman, Salfarina and Adesta, Erry Yulian Triblas and Sophian, Ali and Tomadi, Siti Haryani (2024) Selection of optimal bending types in die process of L-shaped panels considering the springback behaviours. International Journal of Engineering Materials and Manufacture, 9 (3). pp. 96-116. E-ISSN 0128-1852
- Mohd Yusof, Najiha 'Izzaty and Sophian, Ali and Mohd Zaki, Hasan Firdaus and Bawono, Ali Aryo and Embong, Abd Halim and Ashraf, Arselan (2024) Assessing the performance of YOLOv5, YOLOv6, and YOLOv7 in road defect detection and classification: a comparative study. Bulletin of Electrical Engineering and Informatics, 13 (1). pp. 350-360. ISSN 2089-3191 E-ISSN 2302-9285
- Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia (2023) Machine learning-based pavement crack detection, classification, and characterization: a review. Bulletin of Electrical Engineering and Informatics, 12 (6). pp. 3601-3619. ISSN 2089-3191 E-ISSN 2302-9285
- Sophian, Ali (2023) Artificial Intelligence (AI) in infrastructure inspection. In: 1st International Conference on Robotics in Agriculture,Bio-Waste Management and Surgery, Kattankulathur, Tamil Nadu, India. (Unpublished)
- Komarudin, M. and Sophian, Ali and Septama, Hery Dian and Yulianti, Titin and Ikhsan, Muhamad and Zuhelmi, Tomy Pratama (2023) Ziswaf: zakat application to improve ease of recording zakat data in Indonesia. WSEAS Transactions on Environment and Development, 19. pp. 309-319. ISSN 1790-5079 E-ISSN 2224-3496
- Rozeman, Salfarina and Adesta, Erry Yulian Triblas and Sophian, Ali and Tomadi, Siti Haryani (2023) Improvement activities in stamping die manufacturing: a systematic literature review. International Journal of Engineering Materials and Manufacture, 8 (2). pp. 21-35. E-ISSN 0128-1852
- Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia and Bawono, Ali Aryo (2023) Efficient pavement crack detection and classification using custom YOLOv7 model. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (1). pp. 119-132. ISSN 2089-3272
- Ashraf, Arselan and Sophian, Ali and Ahmad, Zuraida (2022) Implementing critical thinking methods in Engineering Curriculum. In: 5th International Conference on Engineering Professional Ethics and Education (ICEPEE'22), 9th -10th August 2022, Online via Zoom and Face to Face at IIUM. (Unpublished)
- Wani, Sidrah Fayaz and Ashraf, Arselan and Sophian, Ali (2022) Image-based disease detection and classification in Indian apple plant species by using deep learning. Applied Research and Smart Technology (ARSTech), 3 (1). pp. 38-48. ISSN 2722-9637 E-ISSN 2722-9645
- Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia and Bawono, Ali Aryo (2022) Detection of road cracks using Convolutional Neural Networks and Threshold Segmentation. Journal of Integrated and Advanced Engineering, 2 (2). pp. 123-134. ISSN 2774-602X E-ISSN 2774-6038
- Mohamed, Hussein Mohamed and Sophian, Ali and Sulaiman, Nadzril and Adesta, Erry Yulian Triblas (2022) Tunnel-magnetoresistive-based pulsed Eddy current probe for inspection of corrosion under insulation. In: 5th International Conference on Mechanical, Automotive and Aerospace Engineering (ICMAAE 2021) 21/06/2021 - 23/06/2021, 21-23 June 2021, Kuala Lumpur, Malaysia.
- Sudirman, Sud and Natalia, Friska and Sophian, Ali and Ashraf, Arselan (2022) Pulsed Eddy current signal processing using wavelet scattering and Gaussian process regression for fast and accurate ferromagnetic material thickness measurement. Alexandria Engineering Journal, 61. pp. 11239-11250. ISSN 1110-0168
- Farooq, Faizan and Singh, Amrit Pal and Hussain, Syed Zameer and Ashraf, Arselan and Rather, Mohammad Ashraf and Sophian, Ali (2021) Development And Assessment Of Power-Based Walnut Kernel Grader. International Journal of All Research Education & Scientific Methods, 9 (12). pp. 824-832. ISSN 2455-6211
- Sophian, Ali and Azmi, Nur Hanisah and Bawono, Ali Aryo (2021) Deep-learning-based detection of missing road lane markings using YOLOv5 algorithm. In: 5th International Conference on Mechanical, Automotive and Aerospace Engineering 2021, Malaysia. (Unpublished)
- Ahmad, Zuraida and Mohamed Noor, Noraini and Toha, Siti Fauziah and Hasbullah, Nurul Fadzlin and Sophian, Ali and Mel, Maizirwan (2021) Aspirational ethics as a contributing factor in engineering students’ ethical awareness and behavior. IIUM Journal of Educational Studies, 9 (3). pp. 17-36. ISSN 2289-8085
- Khan, Md. Raisuddin and Antong, Hasmawati and Wahid, Azni Nabela and Nor, Khairul A.M. and Abdul Hamid, Syamsul Bahrin and Sophian, Ali (2021) Mechatronics Engineering Curriculum in the new perspective. In: International Conference On Engineering Professional Ethics and Education (ICEPEE’21), Malaysia.
- Rosli, Nurmi Elisya and Sophian, Ali and Ashraf, Arselan (2021) Localisation of inspection probes in a storage tank. Journal of Integrated and Advanced Engineering, 1 (2).