Herna L. Viktor

2.5k total citations
85 papers, 1.3k citations indexed

About

Herna L. Viktor is a scholar working on Artificial Intelligence, Information Systems and Molecular Biology. According to data from OpenAlex, Herna L. Viktor has authored 85 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Artificial Intelligence, 27 papers in Information Systems and 14 papers in Molecular Biology. Recurrent topics in Herna L. Viktor's work include Data Mining Algorithms and Applications (21 papers), Imbalanced Data Classification Techniques (12 papers) and Protein Structure and Dynamics (11 papers). Herna L. Viktor is often cited by papers focused on Data Mining Algorithms and Applications (21 papers), Imbalanced Data Classification Techniques (12 papers) and Protein Structure and Dynamics (11 papers). Herna L. Viktor collaborates with scholars based in Canada, United States and South Africa. Herna L. Viktor's co-authors include Hongyu Guo, Eric Paquet, Hongyu Guo, Nathalie Japkowicz, Wojtek Michalowski, Farzan Soleymani, Davide Spinello, Paula Branco, Guy-Vincent Jourdan and Julie Doyle and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Expert Systems with Applications.

In The Last Decade

Herna L. Viktor

76 papers receiving 1.2k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Herna L. Viktor Canada 14 656 203 192 186 121 85 1.3k
Jialei Wang United States 18 789 1.2× 152 0.7× 107 0.6× 96 0.5× 210 1.7× 35 1.3k
Takashi Washio Japan 20 618 0.9× 385 1.9× 144 0.8× 246 1.3× 68 0.6× 177 1.8k
Xiaolu Zhang China 18 323 0.5× 224 1.1× 129 0.7× 82 0.4× 112 0.9× 100 1.1k
Yining Wang United States 21 671 1.0× 155 0.8× 226 1.2× 101 0.5× 242 2.0× 128 1.5k
Roman Kern Austria 19 523 0.8× 231 1.1× 52 0.3× 103 0.6× 41 0.3× 130 1.3k
Michael Cochez Germany 16 881 1.3× 228 1.1× 34 0.2× 277 1.5× 165 1.4× 46 1.6k
Feng Zhao China 18 297 0.5× 243 1.2× 205 1.1× 236 1.3× 29 0.2× 68 939
Vidhyacharan Bhaskar India 17 301 0.5× 220 1.1× 329 1.7× 89 0.5× 66 0.5× 145 1.5k

Countries citing papers authored by Herna L. Viktor

Since Specialization
Citations

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

Fields of papers citing papers by Herna L. Viktor

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Herna L. Viktor. 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 Herna L. Viktor. The network helps show where Herna L. Viktor may publish in the future.

Co-authorship network of co-authors of Herna L. Viktor

This figure shows the co-authorship network connecting the top 25 collaborators of Herna L. Viktor. A scholar is included among the top collaborators of Herna L. Viktor 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 Herna L. Viktor. Herna L. Viktor 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.
Paquet, Eric, et al.. (2025). ProT-GFDM: A generative fractional diffusion model for protein generation. Computational and Structural Biotechnology Journal. 27. 3464–3480.
2.
Viktor, Herna L., et al.. (2024). Towards efficient similarity embedded temporal Transformers via extended timeframe analysis. Complex & Intelligent Systems. 10(4). 4793–4815. 4 indexed citations
3.
Viktor, Herna L., et al.. (2024). Knowledge transfer in lifelong machine learning: a systematic literature review. Artificial Intelligence Review. 57(8). 217–217. 2 indexed citations
4.
Soleymani, Farzan, Eric Paquet, Herna L. Viktor, & Wojtek Michalowski. (2024). Structure-based protein and small molecule generation using EGNN and diffusion models: A comprehensive review. Computational and Structural Biotechnology Journal. 23. 2779–2797. 6 indexed citations
5.
Paquet, Eric, et al.. (2023). Primary sequence based protein–protein interaction binder generation with transformers. Complex & Intelligent Systems. 10(2). 2067–2082. 1 indexed citations
6.
Branco, Paula, et al.. (2023). Evaluating Word Embedding Feature Extraction Techniques for Host-Based Intrusion Detection Systems. PubMed. 1(1). 2–2. 8 indexed citations
7.
8.
Hunter, Jennifer, Farzan Soleymani, Herna L. Viktor, et al.. (2023). Using Unsupervised Machine Learning to Predict Quality of Life After Total Knee Arthroplasty. The Journal of Arthroplasty. 39(3). 677–682. 8 indexed citations
9.
Viktor, Herna L., et al.. (2020). Catering for unique tastes: Targeting grey-sheep users recommender systems through one-class machine learning. Expert Systems with Applications. 166. 114061–114061. 15 indexed citations
10.
Viktor, Herna L., et al.. (2020). Multi-class imbalanced semi-supervised learning from streams through online ensembles. 867–874. 11 indexed citations
11.
Kiringa, Iluju, et al.. (2014). Instance-Based Integration of Multidimensional Data Models. 7. 402–421. 1 indexed citations
12.
Kiringa, Iluju, et al.. (2013). Merging Multidimensional Data Models: A Practical Approach for Schema and Data Instances. 100–107. 4 indexed citations
13.
Paquet, Eric & Herna L. Viktor. (2010). Addressing the Docking Problem: Finding Similar 3-D Protein Envelopes for Computer-Aided Drug Design. Advances in experimental medicine and biology. 680. 447–454.
14.
Guo, Hongyu & Herna L. Viktor. (2009). Learning from Skewed Class Multi-relational Databases. Fundamenta Informaticae. 89(1). 69–94. 2 indexed citations
15.
Paquet, Eric & Herna L. Viktor. (2007). Exploring Protein Architecture using 3D Shape-based Signatures. Conference proceedings. 21. 1204–1208. 1 indexed citations
16.
Viktor, Herna L., et al.. (2000). A Visual Data Mining Tool To SupportCooperative Learning. WIT transactions on information and communication technologies. 25. 1 indexed citations
17.
Viktor, Herna L., et al.. (2000). Data mining in practice: from data to knowledge using a hybrid mining approach.. 1. 139–153. 1 indexed citations
18.
Viktor, Herna L., et al.. (2000). Dynamic knowledge-base construction through knowledge discovery. 934–935. 1 indexed citations
19.
Viktor, Herna L., et al.. (2000). Enhancing Government Decision Making through Knowledge Discovery from Data. Journal of the Association for Information Systems. 266–273. 5 indexed citations
20.
Cloete, I., Nulda Beyers, & Herna L. Viktor. (1997). Extraction of Rules for Tuberculosis Diagnosis Using an Artificial Neural Network. Methods of Information in Medicine. 36(2). 160–162. 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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