Photo of Muhidin Mohamed

Muhidin Mohamed

Dr

    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    20112019
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    Personal profile

    Research Interests

    Muhidin currently has research interests in a number of  areas including some Natural Language Processing (NLP) tasks (e.g., text summarization, paraphrase identification, plagiarism detection, sentiment analysis, user profiling based on Twitter data), data management & analytics, and data value chain. He has been doing NLP and textual data science research for over 6 years.  Prior to that, he engaged in some other ICT research projects including biomedical data analysis (e.g., Feature Extraction of ECG signals), network traffic management and performance optimization (e.g., traffic modeling and control of P2P networks), and wireless communication technologies (e.g. High Altitude Platform (HAP)).

     

    Teaching Activity

    Muhidin has about 10 years of high education (HE) teaching experience, half of which has been in the UK. He has previously worked in HE intuitions in Malaysia, Saudi Arabia, Sudan, and Somalia. He has been teaching at the University of Birmingham for over 4 years before joining Aston University.  His teaching experience covers computer science and electrical engineering disciplines. Muhidin currently engages in teaching the following two undergraduate modules: 

    •  CS3460: Enterprise Computing Strategies
    •  CS1050: Information Systems and Databases

     

    Fingerprint Dive into the research topics where Muhidin Mohamed is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

    • 3 Similar Profiles
    Semantics Engineering & Materials Science
    Labeling Engineering & Materials Science
    Electrocardiography Engineering & Materials Science
    Feature extraction Engineering & Materials Science
    Dust Engineering & Materials Science
    Field programmable gate arrays (FPGA) Engineering & Materials Science
    Communication Engineering & Materials Science
    Clocks Engineering & Materials Science

    Network Recent external collaboration on country level. Dive into details by clicking on the dots.

    Research Output 2011 2019

    • 4 Conference contribution
    • 4 Article
    • 2 Paper

    A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics

    Mohamed, M. & Oussalah, M., 16 Apr 2019, In : Language Resources and Evaluation.

    Research output: Contribution to journalArticle

    Open Access
    File
    heuristics
    semantics
    Wikipedia
    search engine
    Paraphrase

    Semantic and Heuristic Based Approach for Paraphrase Identification

    Mohamed, M. A. & Oussalah, M., 30 Apr 2019, Proceedings - 2018 14th International Conference on Semantics, Knowledge and Grids, SKG 2018. IEEE, p. 203-210 8 p. 8703930. (2018 14th International Conference on Semantics, Knowledge and Grids (SKG)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Identification (control systems)

    SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis

    Mohamed, M. & Oussalah, M., 1 Jul 2019, In : Information Processing and Management. 56, 4, p. 1356-1372 17 p.

    Research output: Contribution to journalArticle

    Labeling
    Semantics
    semantics
    Wikipedia
    Text summarization

    An Iterative Graph-Based Generic Single and Multi Document Summarization Approach Using Semantic Role Labeling and Wikipedia Concepts

    Mohamed, M. & Oussalah, M., 19 May 2016, Proceedings - 2016 IEEE 2nd International Conference on Big Data Computing Service and Applications, BigDataService 2016. IEEE, p. 117-120 4 p. 7474363

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Labeling
    Semantics
    Graph
    Summarization
    Wikipedia

    Similarity-Based Query-Focused Multi-document Summarization Using Crowdsourced and Manually-built Lexical-Semantic Resources

    Mohamed, M. A. & Oussalah, M., 2 Dec 2015, Proceedings - 9th IEEE International Conference on Big Data Science and Engineering, BigDataSE 2015. IEEE, Vol. 2. p. 80-87 8 p. 7345478

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Taxonomies
    Redundancy