Nada Sahlab

873 total citations · 2 hit papers
20 papers, 565 citations indexed

About

Nada Sahlab is a scholar working on Computer Networks and Communications, Computer Vision and Pattern Recognition and Industrial and Manufacturing Engineering. According to data from OpenAlex, Nada Sahlab has authored 20 papers receiving a total of 565 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Computer Networks and Communications, 7 papers in Computer Vision and Pattern Recognition and 7 papers in Industrial and Manufacturing Engineering. Recurrent topics in Nada Sahlab's work include Digital Transformation in Industry (7 papers), Flexible and Reconfigurable Manufacturing Systems (7 papers) and Context-Aware Activity Recognition Systems (7 papers). Nada Sahlab is often cited by papers focused on Digital Transformation in Industry (7 papers), Flexible and Reconfigurable Manufacturing Systems (7 papers) and Context-Aware Activity Recognition Systems (7 papers). Nada Sahlab collaborates with scholars based in Germany, Switzerland and France. Nada Sahlab's co-authors include Michael Weyrich, B. Lindemann, Benjamin Maschler, Nasser Jazdi, Wolfgang Schloegl, Tobias Jung, Behrang Ashtari Talkhestani, Timo Müller, Christian Köhler and Thomas Maier and has published in prestigious journals such as Computers in Industry, Artificial Intelligence in Medicine and IFAC-PapersOnLine.

In The Last Decade

Nada Sahlab

17 papers receiving 542 citations

Hit Papers

A survey on anomaly detection for technical systems using... 2019 2026 2021 2023 2021 2019 50 100 150 200
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. A survey on anomaly detection for technical systems using LSTM networks
    2021 242 citations B. Lindemann, Benjamin Maschler et al. Computers in Industry profile →
  2. An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System
    2019 214 citations Behrang Ashtari Talkhestani, Tobias Jung et al. at - Automatisierungstechnik profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Nada Sahlab Germany 7 252 149 105 95 53 20 565
Wenjin Yu Australia 10 211 0.8× 155 1.0× 126 1.2× 141 1.5× 61 1.2× 16 599
Fahed Mostafa Australia 7 159 0.6× 116 0.8× 81 0.8× 94 1.0× 35 0.7× 7 416
Benjamin Maschler Germany 11 127 0.5× 204 1.4× 79 0.8× 118 1.2× 61 1.2× 17 492
Thumeera R. Wanasinghe Canada 10 166 0.7× 74 0.5× 92 0.9× 62 0.7× 115 2.2× 19 564
Yonghua Zhou China 13 170 0.7× 70 0.5× 51 0.5× 175 1.8× 75 1.4× 57 575
Haifeng Wang China 13 193 0.8× 113 0.8× 56 0.5× 120 1.3× 44 0.8× 45 570
Jun-Hua Duan China 6 301 1.2× 171 1.1× 45 0.4× 71 0.7× 55 1.0× 22 562
Xiaoqiang Zhang China 14 111 0.4× 161 1.1× 78 0.7× 47 0.5× 120 2.3× 75 710
A.P. Chassiakos Greece 16 127 0.5× 123 0.8× 22 0.2× 99 1.0× 63 1.2× 57 779
Tao Tang China 14 81 0.3× 136 0.9× 65 0.6× 89 0.9× 64 1.2× 61 541

Countries citing papers authored by Nada Sahlab

Since Specialization
Citations

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

Fields of papers citing papers by Nada Sahlab

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Nada Sahlab

This figure shows the co-authorship network connecting the top 25 collaborators of Nada Sahlab. A scholar is included among the top collaborators of Nada Sahlab 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 Nada Sahlab. Nada Sahlab 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.
2.
Müller, Timo, et al.. (2023). Reconfiguration management in manufacturing. at - Automatisierungstechnik. 71(5). 330–350. 7 indexed citations
3.
Sahlab, Nada, et al.. (2023). A Concept for Dynamic and Robust Machine Learning with Context Modeling for Heterogeneous Manufacturing Data. Procedia CIRP. 118. 354–359. 3 indexed citations
4.
Sahlab, Nada, Nasser Jazdi, & Michael Weyrich. (2022). An Overview on Designs and Applications of Context-Aware Automation Systems. Procedia Computer Science. 207. 2414–2423.
5.
Sahlab, Nada, et al.. (2022). Graph-based association rule learning for context-based health monitoring to enable user-centered assistance. Artificial Intelligence in Medicine. 135. 102455–102455. 5 indexed citations
6.
Sahlab, Nada, et al.. (2022). A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. Procedia Computer Science. 207. 2814–2822. 5 indexed citations
7.
Müller, Timo, et al.. (2022). Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). 1–8. 4 indexed citations
8.
Müller, Timo, et al.. (2022). A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). 1–4. 2 indexed citations
9.
Sahlab, Nada, et al.. (2022). Extending the Intelligent Digital Twin with a context modeling service: A decision support use case. Procedia CIRP. 107. 463–468. 11 indexed citations
10.
Sahlab, Nada, Nasser Jazdi, & Michael Weyrich. (2021). An Approach for Context-Aware Cyber-Physical Automation Systems. IFAC-PapersOnLine. 54(4). 171–176. 9 indexed citations
11.
Lindemann, B., Benjamin Maschler, Nada Sahlab, & Michael Weyrich. (2021). A survey on anomaly detection for technical systems using LSTM networks. Computers in Industry. 131. 103498–103498. 242 indexed citations breakdown →
12.
Sahlab, Nada, et al.. (2021). Environment modeling for evaluating system variants in model-based systems engineering. Procedia CIRP. 104. 750–755. 3 indexed citations
13.
Sahlab, Nada, et al.. (2021). A Tier-based Model for Realizing Context-Awareness of Digital Twins. 3 indexed citations
14.
Sahlab, Nada, et al.. (2021). Knowledge Graphs as Enhancers of Intelligent Digital Twins. 19–24. 40 indexed citations
15.
Sahlab, Nada & Nasser Jazdi. (2020). AI-Based Elderly Assistance Systems. Studies in health technology and informatics. 273. 163–169. 4 indexed citations
16.
Sahlab, Nada, et al.. (2020). Designing an elderly-appropriate voice control for a pill dispenser. 1(1). 30–30. 1 indexed citations
17.
Sahlab, Nada, et al.. (2020). A User-Centered Interface Design for a Pill Dispenser. 761–764. 4 indexed citations
18.
Sahlab, Nada, Nasser Jazdi, & Michael Weyrich. (2020). An intelligent medication assistance system. 1(1). 31–31. 1 indexed citations
19.
Sahlab, Nada, Nasser Jazdi, & Michael Weyrich. (2020). Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser. 1435–1438. 7 indexed citations
20.
Talkhestani, Behrang Ashtari, Tobias Jung, B. Lindemann, et al.. (2019). An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System. at - Automatisierungstechnik. 67(9). 762–782. 214 indexed citations breakdown →

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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