Stanley Kok

2.6k total citations · 1 hit paper
34 papers, 1.3k citations indexed

About

Stanley Kok is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Stanley Kok has authored 34 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Artificial Intelligence, 12 papers in Information Systems and 7 papers in Signal Processing. Recurrent topics in Stanley Kok's work include Topic Modeling (11 papers), Bayesian Modeling and Causal Inference (10 papers) and Natural Language Processing Techniques (9 papers). Stanley Kok is often cited by papers focused on Topic Modeling (11 papers), Bayesian Modeling and Causal Inference (10 papers) and Natural Language Processing Techniques (9 papers). Stanley Kok collaborates with scholars based in United States, Singapore and Malaysia. Stanley Kok's co-authors include Pedro Domingos, Tal Shaked, Alexander Yates, Stephen Soderland, Oren Etzioni, Daniel S. Weld, Ana-Maria Popescu, Doug Downey, Michael Cafarella and N. Z. Jhanjhi and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Knowledge and Data Engineering and Knowledge-Based Systems.

In The Last Decade

Stanley Kok

32 papers receiving 1.2k citations

Hit Papers

Web-scale information extraction in knowitall 2004 2026 2011 2018 2004 100 200 300 400

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Stanley Kok United States 15 1.1k 455 209 203 202 34 1.3k
Denilson Barbosa Canada 19 973 0.9× 327 0.7× 240 1.1× 375 1.8× 203 1.0× 77 1.3k
Parag Singla India 16 893 0.8× 269 0.6× 156 0.7× 183 0.9× 241 1.2× 53 1.2k
Wentao Wu China 15 806 0.7× 351 0.8× 195 0.9× 364 1.8× 152 0.8× 50 1.2k
Paolo Merialdo Italy 18 950 0.9× 1.2k 2.6× 246 1.2× 661 3.3× 254 1.3× 74 1.7k
Mathias Niepert United States 16 801 0.7× 204 0.4× 71 0.3× 124 0.6× 182 0.9× 60 970
Yuanbo Guo China 13 914 0.8× 443 1.0× 160 0.8× 570 2.8× 156 0.8× 65 1.2k
Azadeh Shakery Iran 15 767 0.7× 446 1.0× 191 0.9× 343 1.7× 47 0.2× 84 1.1k
Oren Kurland Israel 20 1.1k 1.0× 1.1k 2.4× 255 1.2× 107 0.5× 164 0.8× 94 1.5k
Yannis Velegrakis Italy 18 619 0.6× 346 0.8× 257 1.2× 446 2.2× 309 1.5× 75 952
Ralf Schenkel Germany 19 753 0.7× 559 1.2× 404 1.9× 520 2.6× 165 0.8× 102 1.2k

Countries citing papers authored by Stanley Kok

Since Specialization
Citations

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

Fields of papers citing papers by Stanley Kok

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stanley Kok

This figure shows the co-authorship network connecting the top 25 collaborators of Stanley Kok. A scholar is included among the top collaborators of Stanley Kok 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 Stanley Kok. Stanley Kok 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.
Kok, Stanley, et al.. (2024). Interpretable Predictive Models for Healthcare via Rational Multi-Layer Perceptrons. ACM Transactions on Management Information Systems. 15(3). 1–43. 1 indexed citations
2.
Guo, Jia, Stanley Kok, & Lidong Bing. (2023). Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction. 2606–2617. 5 indexed citations
3.
Guo, Jia, Liying Cheng, Wenxuan Zhang, et al.. (2023). AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach. 932–946. 1 indexed citations
4.
Zhao, Fang, Qiang Zhang, Stanley Kok, et al.. (2021). Referent graph embedding model for name entity recognition of Chinese car reviews. Knowledge-Based Systems. 233. 107558–107558. 8 indexed citations
5.
Tan, Liling, et al.. (2020). E-Commerce Product Categorization via Machine Translation. ACM Transactions on Management Information Systems. 11(3). 1–14. 11 indexed citations
6.
Kok, Stanley, et al.. (2020). Generating Privacy-Preserving Synthetic Tabular Data Using Oblivious Variational Autoencoders. National University of Singapore. 8 indexed citations
7.
Kok, Stanley, et al.. (2020). Synthetic Tabular Data Generation with Oblivious Variational Autoencoders : Alleviating the Paucity of Personal Tabular Data for Open Research. National University of Singapore. 3 indexed citations
8.
Kok, Stanley, et al.. (2020). Evaluation metric for crypto-ransomware detection using machine learning. Journal of Information Security and Applications. 55. 102646–102646. 41 indexed citations
9.
Kok, Stanley, et al.. (2018). Unconstrained Product Categorization with Sequence-to-Sequence Models. National University of Singapore. 2 indexed citations
10.
Tan, Liling, et al.. (2018). Unconstrained Production Categorization with Sequence-to-Sequence Models.. International ACM SIGIR Conference on Research and Development in Information Retrieval. 1 indexed citations
11.
Fan, Ju, Meihui Zhang, Stanley Kok, Meiyu Lu, & Beng Chin Ooi. (2016). CrowdOp: Query optimization for declarative crowdsourcing systems. 1546–1547. 6 indexed citations
12.
Mirza, Bilal, et al.. (2016). Efficient representation learning for high-dimensional imbalance data. 511–515. 5 indexed citations
13.
Fan, Ju, Meihui Zhang, Stanley Kok, Meiyu Lu, & Beng Chin Ooi. (2015). CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. IEEE Transactions on Knowledge and Data Engineering. 27(8). 2078–2092. 35 indexed citations
14.
Cheng, Wei‐Chen, et al.. (2014). Language modeling with sum-product networks. 2098–2102. 20 indexed citations
15.
Kok, Stanley & Pedro Domingos. (2010). Learning Markov Logic Networks Using Structural Motifs. International Conference on Machine Learning. 551–558. 58 indexed citations
16.
Kok, Stanley & Chris Brockett. (2010). Hitting the Right Paraphrases in Good Time. North American Chapter of the Association for Computational Linguistics. 145–153. 40 indexed citations
17.
Kok, Stanley & Pedro Domingos. (2010). Using structural motifs for learning Markov logic networks. National University of Singapore. 46–51. 1 indexed citations
18.
Kok, Stanley & Wen-tau Yih. (2009). Extracting Product Information from Email Receipts Using Markov Logic. National University of Singapore. 2 indexed citations
19.
Domingos, Pedro, Stanley Kok, Daniel Lowd, et al.. (2008). Markov logic. 92–117. 42 indexed citations
20.
Kok, Stanley & Pedro Domingos. (2005). Learning the structure of Markov logic networks. 441–448. 180 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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