Gilad Katz

1.3k total citations
55 papers, 650 citations indexed

About

Gilad Katz is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering and Information Systems. According to data from OpenAlex, Gilad Katz has authored 55 papers receiving a total of 650 indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 22 papers in Electrical and Electronic Engineering and 9 papers in Information Systems. Recurrent topics in Gilad Katz's work include Optical Network Technologies (20 papers), Machine Learning and Data Classification (12 papers) and Photonic and Optical Devices (12 papers). Gilad Katz is often cited by papers focused on Optical Network Technologies (20 papers), Machine Learning and Data Classification (12 papers) and Photonic and Optical Devices (12 papers). Gilad Katz collaborates with scholars based in Israel, United States and United Kingdom. Gilad Katz's co-authors include Bracha Shapira, Lior Rokach, Dan Sadot, Dawn Song, Eui Chul Richard Shin, Asaf Shabtai, Nir Ofek, Yuval Elovici, Dror Malka and Chao Zhang and has published in prestigious journals such as Optics Express, IEEE Access and IEEE Transactions on Communications.

In The Last Decade

Gilad Katz

54 papers receiving 619 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Gilad Katz Israel 14 324 155 145 126 103 55 650
Dejun Mu China 12 374 1.2× 105 0.7× 89 0.6× 138 1.1× 109 1.1× 52 555
Jiqiang Liu China 13 298 0.9× 97 0.6× 156 1.1× 177 1.4× 398 3.9× 46 603
William E. Burr United States 12 372 1.1× 105 0.7× 189 1.3× 107 0.8× 197 1.9× 32 692
Jiacheng Yang China 9 368 1.1× 176 1.1× 87 0.6× 72 0.6× 183 1.8× 23 682
Behrouz A. Forouzan United States 10 215 0.7× 159 1.0× 130 0.9× 57 0.5× 274 2.7× 22 610
Haiping Zhou China 11 224 0.7× 70 0.5× 128 0.9× 101 0.8× 301 2.9× 21 608
Hasan Dağ Türkiye 12 182 0.6× 164 1.1× 101 0.7× 71 0.6× 111 1.1× 59 566
Peng Jia China 11 134 0.4× 64 0.4× 98 0.7× 97 0.8× 126 1.2× 39 439
Zhuotao Liu China 16 359 1.1× 64 0.4× 263 1.8× 154 1.2× 441 4.3× 53 708

Countries citing papers authored by Gilad Katz

Since Specialization
Citations

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

Fields of papers citing papers by Gilad Katz

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Gilad Katz

This figure shows the co-authorship network connecting the top 25 collaborators of Gilad Katz. A scholar is included among the top collaborators of Gilad Katz 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 Gilad Katz. Gilad Katz 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.
Katz, Gilad, et al.. (2025). Synthetic tabular data generation using a VAE-GAN architecture. Knowledge-Based Systems. 326. 113997–113997. 1 indexed citations
2.
Katz, Gilad, et al.. (2024). Dynamic selection of machine learning models for time-series data. Information Sciences. 665. 120360–120360. 2 indexed citations
3.
Katz, Gilad, et al.. (2023). Cost Effective Transfer of Reinforcement Learning Policies. SSRN Electronic Journal.
4.
Katz, Gilad, et al.. (2023). Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks. Information Fusion. 105. 102210–102210. 4 indexed citations
5.
Katz, Gilad, et al.. (2023). GraphERT-- Transformers-based Temporal Dynamic Graph Embedding. 68–77. 6 indexed citations
6.
Granot, Er’el & Gilad Katz. (2021). PAM-N—Fundamental Limits in Chromatic Dispersive-Uncompensated Channels. Applied Sciences. 11(6). 2542–2542. 1 indexed citations
7.
Katz, Gilad, et al.. (2021). Cost-effective ensemble models selection using deep reinforcement learning. Information Fusion. 77. 133–148. 18 indexed citations
8.
Katz, Gilad, et al.. (2021). Automatic features generation and selection from external sources: A DBpedia use case. Information Sciences. 582. 398–414. 8 indexed citations
9.
Albert, Gila, et al.. (2019). Which LiFi's apps may fit mostly to 5G and beyond-5G Technology?. Zenodo (CERN European Organization for Nuclear Research). 1–5. 3 indexed citations
10.
Rokach, Lior, et al.. (2019). AutoGRD. 821–830. 25 indexed citations
11.
Malka, Dror & Gilad Katz. (2018). An Eight-Channel C-Band Demux Based on Multicore Photonic Crystal Fiber. Nanomaterials. 8(10). 845–845. 29 indexed citations
12.
Katz, Gilad, Eui Chul Richard Shin, & Dawn Song. (2016). ExploreKit: Automatic Feature Generation and Selection. 979–984. 74 indexed citations
13.
Katz, Gilad, Asaf Shabtai, Lior Rokach, & Nir Ofek. (2014). ConfDTree: A Statistical Method for Improving Decision Trees. Journal of Computer Science and Technology. 29(3). 392–407. 6 indexed citations
14.
Katz, Gilad, Yuval Elovici, & Bracha Shapira. (2013). CoBAn: A context based model for data leakage prevention. Information Sciences. 262. 137–158. 47 indexed citations
15.
Katz, Gilad, et al.. (2013). Analyzing group E‐mail exchange to detect data leakage. Journal of the American Society for Information Science and Technology. 64(9). 1780–1790. 6 indexed citations
16.
Katz, Gilad, Asaf Shabtai, Lior Rokach, & Nir Ofek. (2012). ConfDTree: Improving Decision Trees Using Confidence Intervals. 339–348. 6 indexed citations
17.
18.
Katz, Gilad, Nir Ofek, Bracha Shapira, Lior Rokach, & Guy Shani. (2011). Using Wikipedia to boost collaborative filtering techniques. 285–288. 8 indexed citations
19.
Katz, Gilad & Dan Sadot. (2009). Wiener solution of electrical equalizer coefficients in lightwave systems. IEEE Transactions on Communications. 57(2). 361–364. 3 indexed citations
20.
Katz, Gilad & Dan Sadot. (2007). Radial Basis Function Network Equalizer for Optical Communication OOK System. Journal of Lightwave Technology. 25(9). 2631–2637. 11 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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