Norisma Idris

3.0k total citations · 1 hit paper
77 papers, 2.1k citations indexed

About

Norisma Idris is a scholar working on Artificial Intelligence, Information Systems and Developmental and Educational Psychology. According to data from OpenAlex, Norisma Idris has authored 77 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 55 papers in Artificial Intelligence, 14 papers in Information Systems and 9 papers in Developmental and Educational Psychology. Recurrent topics in Norisma Idris's work include Topic Modeling (28 papers), Natural Language Processing Techniques (21 papers) and Advanced Text Analysis Techniques (19 papers). Norisma Idris is often cited by papers focused on Topic Modeling (28 papers), Natural Language Processing Techniques (21 papers) and Advanced Text Analysis Techniques (19 papers). Norisma Idris collaborates with scholars based in Malaysia, Pakistan and Nigeria. Norisma Idris's co-authors include Mohammad Tubishat, Mohammad A. M. Abushariah, Liyana Shuib, Asad Abdi, Seyedali Mirjalili, Ramiz M. Aliguliyev, Ibrahim Aljarah, Rasim Alguliyev, Mohd Sapiyan Baba and Rawaa Dawoud Al-Dabbagh and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Expert Systems with Applications.

In The Last Decade

Norisma Idris

70 papers receiving 2.1k citations

Hit Papers

Improved Salp Swarm Algorithm based on opposition based l... 2019 2026 2021 2023 2019 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection
    2019 315 citations Norisma Idris et al. Expert Systems with Applications profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Norisma Idris Malaysia 22 1.6k 294 287 194 125 77 2.1k
Charles L. Isbell United States 22 1.4k 0.9× 151 0.5× 145 0.5× 419 2.2× 143 1.1× 105 2.0k
Mihaela Cocea United Kingdom 20 671 0.4× 181 0.6× 325 1.1× 145 0.7× 201 1.6× 75 1.2k
Peter Andreae New Zealand 21 792 0.5× 241 0.8× 216 0.8× 163 0.8× 202 1.6× 92 1.5k
Dymitr Ruta United Arab Emirates 16 656 0.4× 76 0.3× 244 0.9× 324 1.7× 69 0.6× 61 1.6k
Fredrik Heintz Sweden 19 652 0.4× 105 0.4× 224 0.8× 270 1.4× 382 3.1× 97 1.7k
Ioannis Hatzilygeroudis Greece 21 872 0.6× 70 0.2× 343 1.2× 168 0.9× 250 2.0× 142 1.6k
Gholam Ali Montazer Iran 19 416 0.3× 82 0.3× 156 0.5× 271 1.4× 74 0.6× 78 1.4k
George F. Luger United States 13 607 0.4× 115 0.4× 203 0.7× 91 0.5× 62 0.5× 75 1.3k
Simon Colton United Kingdom 11 1.2k 0.8× 194 0.7× 344 1.2× 356 1.8× 48 0.4× 32 2.1k
Boyang Li China 22 934 0.6× 67 0.2× 285 1.0× 529 2.7× 157 1.3× 165 2.0k

Countries citing papers authored by Norisma Idris

Since Specialization
Citations

This map shows the geographic impact of Norisma Idris's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Norisma Idris with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Norisma Idris more than expected).

Fields of papers citing papers by Norisma Idris

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Norisma Idris. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Norisma Idris. The network helps show where Norisma Idris may publish in the future.

Co-authorship network of co-authors of Norisma Idris

This figure shows the co-authorship network connecting the top 25 collaborators of Norisma Idris. A scholar is included among the top collaborators of Norisma Idris based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Norisma Idris. Norisma Idris is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Safii, Syarida Hasnur, et al.. (2025). A peek under the mask: exploring dental students’ experiences through focus group discussions. BMC Medical Education. 25(1). 1359–1359.
2.
Idris, Norisma, et al.. (2025). Enhancing radiology report generation: A prior knowledge-aware transformer network for effective alignment and fusion of multi-modal radiological data. Image and Vision Computing. 161. 105603–105603. 1 indexed citations
3.
4.
Idris, Norisma, et al.. (2024). A destructive active defense algorithm for deepfake face images. PeerJ Computer Science. 10. e2356–e2356.
5.
Idris, Norisma, et al.. (2024). Decentralized Deepfake Task Management Algorithm Based on Blockchain and Edge Computing. IEEE Access. 12. 86456–86469. 1 indexed citations
6.
Ja’afar, Salinah, et al.. (2024). Exploring taboo culture: a cross-cultural analysis of taboos in China and Malaysia. Cogent Arts and Humanities. 12(1).
7.
Safii, Syarida Hasnur, et al.. (2024). Utilizing decision tree machine learning model to map dental students’ preferred learning styles with suitable instructional strategies. BMC Medical Education. 24(1). 58–58. 6 indexed citations
8.
Mahmud, Rohana, et al.. (2024). Code-mixing unveiled: Enhancing the hate speech detection in Arabic dialect tweets using machine learning models. PLoS ONE. 19(7). e0305657–e0305657. 2 indexed citations
9.
Al‐Shamayleh, Ahmad Sami, et al.. (2023). Warm-Starting for Improving the Novelty of Abstractive Summarization. IEEE Access. 11. 112483–112501. 1 indexed citations
10.
Idris, Norisma, et al.. (2023). IMPROVING COVERAGE AND NOVELTY OF ABSTRACTIVE TEXT SUMMARIZATION USING TRANSFER LEARNING AND DIVIDE AND CONQUER APPROACHES. Malaysian Journal of Computer Science. 36(3). 271–288.
11.
Alguliyev, Rasim, Ramiz M. Aliguliyev, Nijat R. Isazade, Asad Abdi, & Norisma Idris. (2018). COSUM: Text summarization based on clustering and optimization. Expert Systems. 36(1). 82 indexed citations
12.
Mujtaba, Ghulam, et al.. (2018). Clinical text classification research trends: Systematic literature review and open issues. Expert Systems with Applications. 116. 494–520. 79 indexed citations
13.
Idris, Norisma, et al.. (2018). Developing a Computer Assisted Summary Writing Learning Model. International Journal of Learning and Teaching. 94–101. 1 indexed citations
14.
Abdi, Asad, Norisma Idris, Rasim Alguliyev, & Ramiz M. Aliguliyev. (2016). An Automated Summarization Assessment Algorithm for Identifying Summarizing Strategies. PLoS ONE. 11(1). e0145809–e0145809. 11 indexed citations
15.
Idris, Norisma, et al.. (2014). ASSESSING PRE-UNIVERSITY STUDENTS’ VISUAL REASONING: A GRAPHICAL APPROACH. SHILAP Revista de lepidopterología. 2 indexed citations
16.
Idris, Norisma, et al.. (2012). Exhaustive Affix Stripping And A Malay Word Register To Solve Stemming Errors And Ambiguity Problem In Malay Stemmers. Malaysian Journal of Computer Science. 25(4). 196–209. 5 indexed citations
17.
Mansourvar, Marjan, Ram Gopal Raj, Maizatul Akmar Ismail, et al.. (2012). Automated Web Based System for Bone Age Assessment using Histogram Technique. Malaysian Journal of Computer Science. 25(3). 107–121. 17 indexed citations
18.
Idris, Norisma, et al.. (2011). IDENTIFYING STUDENTS’ SUMMARY WRITING STRATEGIES USING SUMMARY SENTENCE DECOMPOSITION ALGORITHM. Malaysian Journal of Computer Science. 24(4). 180–194. 9 indexed citations
19.
Ahmad, Rodina, et al.. (2008). Assessing object-oriented programming skills in the core education of computer science and information technology: introducing new possible approach. WSEAS Transactions on Computers archive. 7(9). 1427–1436. 4 indexed citations
20.
Idris, Norisma, et al.. (2001). Stemming for Term Conflation in Malay Texts. 8 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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