Firas Bayram

510 total citations · 1 hit paper
10 papers, 256 citations indexed

About

Firas Bayram is a scholar working on Artificial Intelligence, Computer Networks and Communications and Management Information Systems. According to data from OpenAlex, Firas Bayram has authored 10 papers receiving a total of 256 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 3 papers in Computer Networks and Communications and 2 papers in Management Information Systems. Recurrent topics in Firas Bayram's work include Data Stream Mining Techniques (5 papers), Anomaly Detection Techniques and Applications (3 papers) and Big Data and Business Intelligence (2 papers). Firas Bayram is often cited by papers focused on Data Stream Mining Techniques (5 papers), Anomaly Detection Techniques and Applications (3 papers) and Big Data and Business Intelligence (2 papers). Firas Bayram collaborates with scholars based in Sweden, Czechia and Germany. Firas Bayram's co-authors include Bestoun S. Ahmed, Andreas Kassler, Pasquale Salza, Philipp Leitner, Anna Brunström, Ayan Chatterjee, Javid Taheri, Rajat Chaudhary and Peter Magnusson and has published in prestigious journals such as ACM Computing Surveys, Knowledge-Based Systems and Neural Computing and Applications.

In The Last Decade

Firas Bayram

10 papers receiving 249 citations

Hit Papers

align trajectories

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.

From concept drift to model degradation: An overview on performance-aware drift detectors

2022 179 citations Firas Bayram, Bestoun S. Ahmed et al. Knowledge-Based Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Firas Bayram Sweden	6	153	52	48	43	38	10	256
Jingdong Wang China	5	132 0.9×	30 0.6×	17 0.4×	34 0.8×	71 1.9×	15	247
Tamara Živković Serbia	9	117 0.8×	66 1.3×	24 0.5×	46 1.1×	76 2.0×	24	273
Chonghua Wang China	7	108 0.7×	135 2.6×	45 0.9×	30 0.7×	59 1.6×	35	249
Zengxiang Li China	9	170 1.1×	75 1.4×	13 0.3×	57 1.3×	54 1.4×	27	294
François-Xavier Aubet Germany	5	145 0.9×	147 2.8×	124 2.6×	56 1.3×	35 0.9×	5	309
Hanady M. Abdulsalam Kuwait	10	116 0.8×	186 3.6×	30 0.6×	85 2.0×	58 1.5×	19	323
Amine Baïna Morocco	8	62 0.4×	94 1.8×	12 0.3×	40 0.9×	83 2.2×	45	212
Farrukh Arslan Pakistan	8	73 0.5×	85 1.6×	21 0.4×	32 0.7×	72 1.9×	23	245
M. Durairaj India	8	62 0.4×	65 1.3×	33 0.7×	44 1.0×	55 1.4×	27	230
Mona Gafar Egypt	13	102 0.7×	30 0.6×	14 0.3×	151 3.5×	21 0.6×	40	317

Countries citing papers authored by Firas Bayram

Since Specialization

Citations

This map shows the geographic impact of Firas Bayram'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 Firas Bayram with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Firas Bayram more than expected).

Fields of papers citing papers by Firas Bayram

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Firas Bayram. 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 Firas Bayram. The network helps show where Firas Bayram may publish in the future.

Co-authorship network of co-authors of Firas Bayram

This figure shows the co-authorship network connecting the top 25 collaborators of Firas Bayram. A scholar is included among the top collaborators of Firas Bayram 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 Firas Bayram. Firas Bayram is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

10 of 10 papers shown

1.

Ahmed, Bestoun S., et al.. (2025). Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing. 200–207. 2 indexed citations

2.

Bayram, Firas, et al.. (2024). Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications. Journal of Systems and Software. 217. 112184–112184. 2 indexed citations

3.

Bayram, Firas & Bestoun S. Ahmed. (2024). Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach. ACM Computing Surveys. 57(5). 1–35. 7 indexed citations

4.

Bayram, Firas & Bestoun S. Ahmed. (2023). A domain-region based evaluation of ML performance robustness to covariate shift. Neural Computing and Applications. 35(24). 17555–17577. 1 indexed citations

5.

Bayram, Firas, et al.. (2023). DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. Digitala vetenskapliga arkivet (Diva) (Karlstad University). 32–41. 6 indexed citations

6.

Bayram, Firas, et al.. (2023). DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks. Engineering Applications of Artificial Intelligence. 123. 106480–106480. 37 indexed citations

7.

Chatterjee, Ayan, Firas Bayram, Rajat Chaudhary, et al.. (2023). AIDA—A holistic AI-driven networking and processing framework for industrial IoT applications. Internet of Things. 22. 100805–100805. 8 indexed citations

8.

Bayram, Firas, et al.. (2022). A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. KTH Publication Database DiVA (KTH Royal Institute of Technology). 1–5. 2 indexed citations

9.

Bayram, Firas, Bestoun S. Ahmed, & Andreas Kassler. (2022). From concept drift to model degradation: An overview on performance-aware drift detectors. Knowledge-Based Systems. 245. 108632–108632. 179 indexed citations breakdown →

10.

Bayram, Firas, et al.. (2022). A systematic mapping study of source code representation for deep learning in software engineering. IET Software. 16(4). 351–385. 12 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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