Agus Sudjianto

5.6k total citations · 1 hit paper
74 papers, 4.0k citations indexed

About

Agus Sudjianto is a scholar working on Computational Theory and Mathematics, Management Science and Operations Research and Statistics, Probability and Uncertainty. According to data from OpenAlex, Agus Sudjianto has authored 74 papers receiving a total of 4.0k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Computational Theory and Mathematics, 30 papers in Management Science and Operations Research and 27 papers in Statistics, Probability and Uncertainty. Recurrent topics in Agus Sudjianto's work include Advanced Multi-Objective Optimization Algorithms (30 papers), Probabilistic and Robust Engineering Design (24 papers) and Optimal Experimental Design Methods (23 papers). Agus Sudjianto is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (30 papers), Probabilistic and Robust Engineering Design (24 papers) and Optimal Experimental Design Methods (23 papers). Agus Sudjianto collaborates with scholars based in United States, Hong Kong and France. Agus Sudjianto's co-authors include Wei Chen, Ruichen Jin, Xiaoping Du, K.-T. Fang, Kenny Ye, William Li, Huibin Liu, V. Roshan Joseph, Beiqing Huang and Wei Chen and has published in prestigious journals such as Journal of the American Statistical Association, Technometrics and European Journal of Operational Research.

In The Last Decade

Agus Sudjianto

72 papers receiving 3.8k citations

Hit Papers

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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.

Design and Modeling for Computer Experiments

2005 458 citations Agus Sudjianto et al. profile →

Peers

Countries citing papers authored by Agus Sudjianto

Since Specialization

Citations

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

Fields of papers citing papers by Agus Sudjianto

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Agus Sudjianto

This figure shows the co-authorship network connecting the top 25 collaborators of Agus Sudjianto. A scholar is included among the top collaborators of Agus Sudjianto 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 Agus Sudjianto. Agus Sudjianto is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Interpretable Machine Learning Based on Functional ANOVA Framework: Algorithms and Comparisons 2025 ·Applied Stochastic Models in Business and Industry ·Lingling Hu, Vijayan N. Nair, Agus Sudjianto, Aijun Zhang, Jie Chen, Zebin Yang	0
2	Linear iterative feature embedding: an ensemble framework for an interpretable model 2023 ·Neural Computing and Applications ·Agus Sudjianto, (unknown), (unknown), Jie Chen	1
3	Explaining Adverse Actions in Credit Decisions Using Shapley Decomposition 2022 ·SSRN Electronic Journal ·Vijay Nair, Tianshu Feng, (unknown), (unknown), Jie Chen, Agus Sudjianto	1
4	Local Linear Approximation Algorithm for Neural Network 2022 ·Mathematics ·(unknown), (unknown), Runze Li, Agus Sudjianto	3
5	An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks 2021 ·Neural Networks ·Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang	3
6	Time Series Simulation by Conditional Generative Adversarial Net 2020 ·(unknown), Jie Chen, (unknown), (unknown), Agus Sudjianto, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown)	18
7	Active Learning Through Sequential Design, With Applications to Detection of Money Laundering 2009 ·Journal of the American Statistical Association ·Xinwei Deng, V. Roshan Joseph, Agus Sudjianto, C. F. Jeff Wu	40
8	Scable and interactive visual analysis of financal wire transactions for fraud detection 2008 ·Remco Chang, Alvin Lee, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan A. Suma, Caroline Ziemkiewicz, Daniel Kern, Agus Sudjianto	14
9	Design and Modeling for Computer Experiments (Computer Science & Data Analysis) 2005 ·Kai‐Tai Fang, (unknown), Agus Sudjianto	68
10	Demand Modeling for Decision-Based Design of Vehicle Engine 2004 ·SAE International Journal of Materials and Manufacturing ·Henk Jan Wassenaar, (unknown), (unknown), Agus Sudjianto	3
11	An efficient algorithm for constructing optimal design of computer experiments 2004 ·Journal of Statistical Planning and Inference ·Ruichen Jin, Wei Chen, Agus Sudjianto	487
12	Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty 2004 ·Wei Chen, Ruichen Jin, Agus Sudjianto	7
13	First Order Saddlepoint Approximation for Reliability Analysis 2004 ·AIAA Journal ·Xiaoping Du, Agus Sudjianto	156
14	An Efficient Algorithm for Constructing Optimal Design of Computer Experiments 2003 ·Ruichen Jin, Wei Chen, Agus Sudjianto	50
15	Reliability-Based Design With the Mixture of Random and Interval Variables 2003 ·Xiaoping Du, Agus Sudjianto	20
16	On Sequential Sampling for Global Metamodeling in Engineering Design 2002 ·Ruichen Jin, Wei Chen, Agus Sudjianto	278
17	Nonlinear Hebbian rule: a statistical interpretation 2002 ·Agus Sudjianto, M.H. Hassoun	8
18	An Approach to Robust Design Employing Computer Experiments 2001 ·(unknown), (unknown), Xiaoping Liu, (unknown), Agus Sudjianto, (unknown), Steve C. Wang	3
19	Fixture Configuration Design Using a Computer Experiment 2000 ·(unknown), S. Jack Hu, Wei Li, Agus Sudjianto	3
20	Short run spc based upon the second order dynamic linear model for trend detection 1993 ·Communications in Statistics - Simulation and Computation ·Gary S. Wasserman, Agus Sudjianto	13

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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