Simone A. Ludwig
Impact in
- Artificial Intelligence top 1%
- Metaheuristic Optimization Algorithms Research
- Anomaly Detection Techniques and Applications
- Advanced Clustering Algorithms Research
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- Network Security and Intrusion Detection
- Distributed and Parallel Computing Systems
Papers in
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- Metaheuristic Optimization Algorithms Research 23
- Semantic Web and Ontologies 12
- Evolutionary Algorithms and Applications 11
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- Service-Oriented Architecture and Web Services 25
- Cloud Computing and Resource Management 11
- Co-authors
- Ibrahim Aljarah (7 shared papers)Md Faisal Kabir (5 shared papers)Stjepan Picek (2 shared papers)Nailah Al–Madi (4 shared papers)Domagoj Jakobović (2 shared papers)Min Chen (5 shared papers)Omer Rana (7 shared papers)Ying Huang (3 shared papers)
- Journals
- Journal of Artificial Intelligence and Soft Computing Research (6 papers)Journal of Grid Computing (2 papers)Electromagnetics (2 papers)SoftwareX (2 papers)International Journal of Machine Learning and Cybernetics (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Simone A. Ludwig
119 papers receiving 1.8k citations
Simone A. Ludwig's Hit Papers
Peers
Comparison fields: 5 of 153
- Artificial Intelligence 887
- Computer Networks and Communications 486
- Signal Processing 226
- Information Systems 437
- Hardware and Architecture 97
Countries citing papers authored by Simone A. Ludwig
This map shows the geographic impact of Simone A. Ludwig'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 Simone A. Ludwig with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simone A. Ludwig more than expected).
Fields of papers citing papers by Simone A. Ludwig
This network shows the impact of papers produced by Simone A. Ludwig. 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 Simone A. Ludwig. The network helps show where Simone A. Ludwig may publish in the future.
Co-authors
The 25 scholars most cited alongside Simone A. Ludwig, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 127 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM and GRU Hit paper breakdown → | 2019 | 378 |
| 2 | Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization Hit paper breakdown → | 2021 | 218 |
| 3 | 2011 | 64 | |
| 4 | 2017 | 63 | |
| 5 | 2015 | 63 | |
| 6 | 2012 | 55 | |
| 7 | 2018 | 49 | |
| 8 | 2017 | 49 | |
| 9 | 2022 | 47 | |
| 10 | 2013 | 45 | |
| 11 | 2013 | 44 | |
| 12 | 2016 | 38 | |
| 13 | 2019 | 30 | |
| 14 | 2021 | 29 | |
| 15 | 2014 | 29 | |
| 16 | 2005 | 28 | |
| 17 | 2019 | 27 | |
| 18 | 2012 | 26 | |
| 19 | 2005 | 26 | |
| 20 | 2012 | 21 |
About Simone A. Ludwig
Simone A. Ludwig is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, having authored 127 papers that have together received 1.9k indexed citations. Recurring topics across this work include Service-Oriented Architecture and Web Services (25 papers), Metaheuristic Optimization Algorithms Research (23 papers), Distributed and Parallel Computing Systems (18 papers), Semantic Web and Ontologies (12 papers), Cloud Computing and Resource Management (11 papers), Evolutionary Algorithms and Applications (11 papers), Network Security and Intrusion Detection (9 papers) and Scientific Computing and Data Management (7 papers). The work is most often cited by research in Artificial Intelligence (887 citations), Computer Networks and Communications (486 citations), Signal Processing (226 citations), Information Systems (437 citations) and Hardware and Architecture (97 citations). Simone A. Ludwig has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Ibrahim Aljarah, Md Faisal Kabir, Stjepan Picek, Nailah Al–Madi, Domagoj Jakobović, Min Chen, Omer Rana, Ying Huang, Antonio R. Jiménez and Sylvain Guilley. Their work appears in journals such as Journal of Artificial Intelligence and Soft Computing Research, Journal of Grid Computing, Electromagnetics, SoftwareX and International Journal of Machine Learning and Cybernetics.
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.