Muhidin Mohamed

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Muhidin Mohamed

Dr

    • United Kingdom

    Accepting PhD Students

    Personal profile

    Contact Details

    Email: [email protected]   
    Office:  ABS 260 
    Phone:  +44 (0) 121 204 3526 

     

    Biography

    • Muhidin A. Mohamed is a Lecturer (teaching-focused) in Business Analytics at the department of Business Analytics and Information Systems, Aston University. He formerly worked as a Research Fellow in Big Data Analytics in the Computer Science department at Aston.
    • Prior to joining Aston, Muhidin worked at the University of Birmingham as a Teaching Associate for over four years in which he also completed his PhD in Text Analytics and Natural Language Processing.
    • He was also previously employed in higher education institutions in Malaysia, Saudi Arabia, Sudan and Somalia. His background covers Computer Science and Electrical Engineering with a specific specialization and interest in Data Science and Machine Learning. Besides, he worked as a telecom engineer and a business consultant for over 2 years.
    • Muhidin's current research interests include Social Media Analytics, Enabling Low-resource Languages with NLP/ML,  AI adoption in Small and Medium Enterprises (SMEs), Natural Language Processing (NLP) and Machine Learning. He has over 20 publications in international peer reviewed journals and conference proceedings resulting from a range of involved research projects.

    Research Interests

    • Text Analytics and Natural Language Prociessing
    • Sentiment Analysis and Social Media Analytics 
    • Building NLP/Machine Learning Datasets for Low-resource Languages
    • Enabling Low-resource Languages with NLP and Machine Learning 
    • Data and Fraud Analytics (Detection and Prevention)
    • AI and Data Analytics Adoption Among SMEs
    • Learning Analytics
    • AI Misuse

     

    Teaching Activity

    •  BDM163 - M.Sc Business Analytics Project (M.Sc)
    •  BNK432 - Big Data for Decision Making (M.Sc, Online)
    •  BNM872 - Machine Learning for Business Analytics (M.Sc)
    •  BON883 - Analytical Tools and Technologies (M.Sc, Online)
    •  BNM869 - Programming for Data Analytics (M.Sc)
    •  CS3460 -  Enterprise Computing Strategies (Udergraduate / M.Sc)
    •  BN3356 - Business Analytics and Data Mining (Udergraduate)
    •  BN2247 - Programming for Data Analytics (Udergraduate)
    •  CS1050 - Information Systems and Databases (Undergradue )
    •  BB0DTA -  Introduction to Data Analysis (Foundation)

     

    Qualifications

    • Certified Practitioner in Digital Teaching and Learning, Blackboard, 2022
    • FHEA - Fellowship of High Education Academy, Advance HE, 2021
    • PhD in NLP and Data Analytics, The University of Birmingham, 2016.
    • MSc in Electronics and Telecoms Eng. (Distinction), Universiti Teknologi Malaysia, Malaysia,  2011.
    • BSc in Computer Science (1st class), International University of Africa, Sudan, 2008

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    • 8 Article
    • 7 Conference publication
    • 2 Unpublished Conference Paper
    • 1 Preprint

    • Investigating Credit Card Payment Fraud with Detection Methods Using Advanced Machine Learning

      Chang, V., Ali, B., Golightly, L., Ganatra, M. A. & Mohamed, M., Aug 2024, In: Information. 15, 8, 20 p., 478.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      File

    • SDbQfSum: Query-focused summarization framework basedon diversity and text semantic analysis

      Mohamed, M., Oussalah, M. & Chang, V., Jan 2024, In: Expert Systems. 41, 1, 20 p., e13462.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      File

    • Trends and Challenges Towards Effective Data-Driven Decision Making in UK Small and Medium-Sized Enterprises: Case Studies and Lessons Learnt from the Analysis of 85 Small and Medium-Sized Enterprises

      Tawil, A.-R. H., Mohamed, M., Schmoor, X., Vlachos, K. & Haidar, D., Jul 2024, In: Big Data and Cognitive Computing. 8, 7, 24 p., 79.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      File

    • AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages

      Wang, J., Adelani, D. I., Agrawal, S., Masiak, M., Rei, R., Briakou, E., Carpuat, M., He, X., Bourhim, S., Bukula, A., Mohamed, M., Olatoye, T., Adewumi, T., Mokayed, H., Mwase, C., Kimotho, W., Yuehgoh, F., Aremu, A., Ojo, J. & Muhammad, S. H. & 38 others, Osei, S., Omotayo, A.-H., Chukwuneke, C., Ogayo, P., Hourrane, O., Anigri, S. E., Ndolela, L., Mangwana, T., Mohamed, S. A., Hassan, A., Awoyomi, O. O., Alkhaled, L., Al-Azzawi, S., Etori, N. A., Ochieng, M., Siro, C., Njoroge, S., Muchiri, E., Kimotho, W., Momo, L. N. W., Abolade, D., Ajao, S., Shode, I., Macharm, R., Iro, R. N., Abdullahi, S. S., Moore, S. E., Opoku, B., Akinjobi, Z., Afolabi, A., Obiefuna, N., Ogbu, O. R., Brian, S., Otiende, V. A., Mbonu, C. E., Sari, S. T., Lu, Y. & Stenetorp, P., 16 Nov 2023.

      Research output: Preprint or Working paper › Preprint › peer-review

      File

    • MasakhaNEWS: News Topic Classification for African languages

      Adelani, D. I., Masiak, M., Azime, I. A., Alabi, J. O., Tonja, A. L., Mwase, C., Ogundepo, O., Dossou, B. F. P., Oladipo, A., Nixdorf, D., Emezue, C. C., al-azzawi, S. S., Sibanda, B. K., David, D., Ndolela, L., Mukiibi, J., Ajayi, T. O., Ngoli, T. M., Odhiambo, B. & Owodunni, A. T. & 45 others, Obiefuna, N. C., Mohamed, M., Muhammad, S. H., Ababu, T. M., Abdullahi, S. S., Yigezu, M. G., Gwadabe, T., Abdulmumin, I., Bame, M. T., Awoyomi, O. O., Shode, I., Adelani, T. A., Kailani, H. A., Omotayo, A.-H., Adeeko, A., Abeeb, A., Aremu, A., Samuel, O., Siro, C., Kimotho, W., Ogbu, O. R., Mbonu, C. E., Chukwuneke, C. I., Fanijo, S., Ojo, J., Awosan, O. F., Guge, T. K., Sari, S. T., Nyatsine, P., Sidume, F., Yousuf, O., Oduwole, M., Tshinu, K. P., Kimanuka, U., Diko, T., Nxakama, S., Nugussie, S. G., Johar, A. T., Mohamed, S. A., Hassan, F. M., Mehamed, M. A., Ngabire, E., Twagirayezu, J., Ssenkungu, I. & Stenetorp, P., Nov 2023, Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. Association for Computational Linguistics (ACL), Vol. 1. p. 144-159 16 p.

      Research output: Chapter in Book/Published conference output › Conference publication

      Open Access
      File
    View all 18 research outputs