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1

Statistical Methods for Fighting Financial Crimes

Sudjianto, Agus, Nair, Sheela, Yuan, Ming, Zhang, Aijun, Kern, Daniel, Cela-Díaz, Fernando

Journal:

Year:

2010

Language:

english

File:

PDF, 1.44 MB

english, 2010

2

Algorithmic construction of optimal symmetric Latin hypercube designs

Kenny Q Ye, William Li, Agus Sudjianto

Journal:

Journal of Statistical Planning and Inference

Year:

2000

Language:

english

File:

PDF, 98 KB

english, 2000

3

Scalable and interactive visual analysis of financial wire transactions for fraud detection

Chang, Remco, Lee, Alvin, Ghoniem, Mohammad, Kosara, Robert, Ribarsky, William, Yang, Jing, Suma, Evan, Ziemkiewicz, Caroline, Kern, Daniel, Sudjianto, Agus

Journal:

Information Visualization

Year:

2008

Language:

english

File:

PDF, 550 KB

english, 2008

4

An efficient algorithm for constructing optimal design of computer experiments

Ruichen Jin, Wei Chen, Agus Sudjianto

Journal:

Journal of Statistical Planning and Inference

Year:

2005

Language:

english

File:

PDF, 325 KB

english, 2005

5

Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging Models

Li, Runze, Sudjianto, Agus

Journal:

Year:

2005

Language:

english

File:

PDF, 606 KB

english, 2005

6

[Chapman & Hall/CRC Computer Science & Data Analysis] Design and Modeling for Computer Experiments Volume 8 || Latin Hypercube Sampling and Its Modifications

Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Year:

2005

Language:

english

File:

PDF, 305 KB

english, 2005

7

Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty

Chen, Wei, Jin, Ruichen, Sudjianto, Agus

Journal:

Journal of Mechanical Design

Year:

2005

Language:

english

File:

PDF, 421 KB

english, 2005

8

Assessing Markov property in multistate transition models with applications to credit risk modeling

Yang, Hanyu, Nair, Vijayan N., Chen, Jie, Sudjianto, Agus

Journal:

Applied Stochastic Models in Business and Industry

Year:

2018

Language:

english

File:

PDF, 981 KB

english, 2018

9

SAE Technical Paper Series [SAE International SAE 2004 World Congress & Exhibition - (MAR. 08, 2004)] SAE Technical Paper Series - Analytical Metamodel-Based Global Sensitivity Analysis and Uncertainty Propagation for Robust Design

Jin, Ruichen, Chen, Wei, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 339 KB

english, 2004

10

Enhancing Explainability of Neural Networks Through Architecture Constraints

Yang, Zebin, Zhang, Aijun, Sudjianto, Agus

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2020

File:

PDF, 2.10 MB

2020

11

Genetic subsets regression

Agus Sudjianto, Gary S. Wasserman, Hinurimawan Sudarbo

Journal:

Computers & Industrial Engineering

Year:

1996

Language:

english

File:

PDF, 755 KB

english, 1996

12

Statistical basis of nonlinear hebbian learning and application to clustering

Agus Sudjianto, Mohamad H. Hassoun

Journal:

Neural Networks

Year:

1995

Language:

english

File:

PDF, 734 KB

english, 1995

13

All subsets regression using a genetic search algorithm

Gary S. Wasserman, Agus Sudjianto

Journal:

Computers & Industrial Engineering

Year:

1994

Language:

english

File:

PDF, 403 KB

english, 1994

14

First Order Saddlepoint Approximation for Reliability Analysis

Du, Xiaoping, Sudjianto, Agus

Journal:

Year:

2004

Language:

english

File:

PDF, 261 KB

english, 2004

15

[American Institute of Aeronautics and Astronautics 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - Albany, New York ()] 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - First Order Saddlepoint Approximation for Reliability Analysis

Du, Xiaoping, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 100 KB

english, 2004

16

[American Institute of Aeronautics and Astronautics 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - Albany, New York ()] 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - Analytical Uncertainty Propagation via Metamodels in Simulation-Based Design Under Uncertainty

Chen, Wei, Jin, Ruichen, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 435 KB

english, 2004

17

[American Institute of Aeronautics and Astronautics 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - Albany, New York ()] 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - Probabilistic Sensitivity Analysis Methods for Design Under Uncertainty

Liu, Huibin, Chen, Wei, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 449 KB

english, 2004

18

Selective Assembly in Manufacturing: Statistical Issues and Optimal Binning Strategies

David Mease, Vijayan N. Nair and Agus Sudjianto

Journal:

Year:

2004

Language:

english

File:

PDF, 2.00 MB

english, 2004

19

[Failure Amplification Method: An Information Maximization Approach to Categorical Response Optimization]: Discussion

Journal:

Year:

2004

Language:

english

File:

PDF, 538 KB

english, 2004

20

Selective Assembly in Manufacturing: Statistical Issues and Optimal Binning Strategies

Mease, David, Nair, Vijayan N, Sudjianto, Agus

Journal:

Year:

2004

Language:

english

File:

PDF, 293 KB

english, 2004

21

Active Learning Through Sequential Design, With Applications to Detection of Money Laundering

Deng, Xinwei, Joseph, V. Roshan, Sudjianto, Agus, Wu, C. F. Jeff

Journal:

Journal of the American Statistical Association

Year:

2009

Language:

english

File:

PDF, 617 KB

english, 2009

22

Short run spc based upon the second order dynamic linear model for trend detection

Wasserman, Gary S., Sudjianto, Agus

Journal:

Communications in Statistics - Simulation and Computation

Year:

1993

Language:

english

File:

PDF, 688 KB

english, 1993

23

Discussion

Sudjianto, Agus

Journal:

Year:

2004

Language:

english

File:

PDF, 160 KB

english, 2004

24

Computer Aided Reliability and Robustness Assessment

Sudjianto, Agus, Juneja, Lokesh, Agrawal, Hari, Vora, Mahesh

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

1998

Language:

english

File:

PDF, 889 KB

english, 1998

25

Majorization Framework for Balanced Lattice Designs

Aijun Zhang, Kai-Tai Fang, Runze Li and Agus Sudjianto

Journal:

The Annals of Statistics

Year:

2005

Language:

english

File:

PDF, 1.70 MB

english, 2005

26

Reliability-Based Design With the Mixture of Random and Interval Variables

Du, Xiaoping, Sudjianto, Agus, Huang, Beiqing

Journal:

Journal of Mechanical Design

Year:

2005

Language:

english

File:

PDF, 325 KB

english, 2005

27

Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design

Liu, Huibin, Chen, Wei, Sudjianto, Agus

Journal:

Journal of Mechanical Design

Year:

2006

Language:

english

File:

PDF, 538 KB

english, 2006

28

Enhancing Discrete Choice Demand Modeling for Decision-Based Design

Wassenaar, Henk Jan, Chen, Wei, Cheng, Jie, Sudjianto, Agus

Journal:

Journal of Mechanical Design

Year:

2005

Language:

english

File:

PDF, 404 KB

english, 2005

29

[ASME ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Salt Lake City, Utah, USA (September 28–October 2, 2004)] Volume 3a: 16th International Conference on Design Theory and Methodology - An Integrated Latent Variable Choice Modeling Approach for Enhancing Product Demand Modeling

Wassenaar, Henk Jan, Chen, Wei, Cheng, Jie, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 260 KB

english, 2004

30

[ASME ASME 2002 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Montreal, Quebec, Canada (September 29–October 2, 2002)] Volume 2: 28th Design Automation Conference - On Sequential Sampling for Global Metamodeling in Engineering Design

Jin, Ruichen, Chen, Wei, Sudjianto, Agus

Year:

2002

Language:

english

File:

PDF, 358 KB

english, 2002

31

[ASME ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Chicago, Illinois, USA (September 2–6, 2003)] Volume 2: 29th Design Automation Conference, Parts A and B - An Integrated Framework for Probabilistic Optimization Using Inverse Reliability Strategy

Du, Xiaoping, Sudjianto, Agus, Chen, Wei

Year:

2003

Language:

english

File:

PDF, 285 KB

english, 2003

32

[Chapman & Hall/CRC Computer Science & Data Analysis] Design and Modeling for Computer Experiments Volume 8 || References

Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Year:

2005

Language:

english

File:

PDF, 141 KB

english, 2005

33

[Chapman & Hall/CRC Computer Science & Data Analysis] Design and Modeling for Computer Experiments Volume 8 || Uniform Experimental Design

Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Year:

2005

Language:

english

File:

PDF, 631 KB

english, 2005

34

[Chapman & Hall/CRC Computer Science & Data Analysis] Design and Modeling for Computer Experiments Volume 8 || Optimization in Construction of Designs for Computer Experiments

Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Year:

2005

Language:

english

File:

PDF, 376 KB

english, 2005

35

[Chapman & Hall/CRC Computer Science & Data Analysis] Design and Modeling for Computer Experiments Volume 8 || Introduction

Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Year:

2005

Language:

english

File:

PDF, 1.44 MB

english, 2005

36

Modelling Credit Grade Migration in Large Portfolios using cumulative t-link transition models

Forster, Jonathan J., Buzzacchi, Matteo, Sudjianto, Agus, Nagao, Risa

Journal:

European Journal of Operational Research

Year:

2016

Language:

english

File:

PDF, 1.55 MB

english, 2016

37

Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging Models

Runze Li and Agus Sudjianto

Journal:

Year:

2005

Language:

english

File:

PDF, 1.61 MB

english, 2005

38

MPP search method using limited radial importance sampling

Awad, Mahmoud, Singh, Nanua, Sudjianto, Agus

Journal:

International Journal of Product Development

Year:

2006

Language:

english

File:

PDF, 854 KB

english, 2006

39

A Nonlinear Extension of Principal Component Analysis for Clustering and Spatial Differentiation

Sudjianto, Agus, Wasserman, Gary S.

Journal:

IIE Transactions

Year:

1996

Language:

english

File:

PDF, 7.82 MB

english, 1996

40

[ASME ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Salt Lake City, Utah, USA (September 28–October 2, 2004)] Volume 1: 30th Design Automation Conference - Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty

Chen, Wei, Jin, Ruichen, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 361 KB

english, 2004

41

A Comparison of Three Strategies for Forecasting Warranty Claims

Wasserman, Gary S., Sudjianto, Agus

Journal:

IIE Transactions

Year:

1996

Language:

english

File:

PDF, 7.54 MB

english, 1996

42

Majorization framework for balanced lattice designs

Zhang, Aijun, Fang, Kai-Tai, Li, Runze, Sudjianto, Agus

Journal:

The Annals of Statistics

Year:

2005

Language:

english

File:

PDF, 307 KB

english, 2005

43

[ASME ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Chicago, Illinois, USA (September 2–6, 2003)] Volume 2: 29th Design Automation Conference, Parts A and B - An Efficient Algorithm for Constructing Optimal Design of Computer Experiments

Jin, Ruichen, Chen, Wei, Sudjianto, Agus

Year:

2003

Language:

english

File:

PDF, 234 KB

english, 2003

44

SAE Technical Paper Series [SAE International SAE 2005 World Congress & Exhibition - (APR. 11, 2005)] SAE Technical Paper Series - Probabilistic Sensitivity Analysis in Engineering Design Using Uniform Sampling and Saddlepoint Approximation

Sudjianto, Agus, Du, Xiaoping, Chen, Wei

Year:

2005

Language:

english

File:

PDF, 227 KB

english, 2005

45

SAE Technical Paper Series [SAE International SAE 2005 World Congress & Exhibition - (APR. 11, 2005)] SAE Technical Paper Series - Modeling Computer Experiments with Functional Response

Li, Runze, Sudjianto, Agus, Zhang, Zhe

Year:

2005

Language:

english

File:

PDF, 336 KB

english, 2005

46

SAE Technical Paper Series [SAE International SAE 2004 World Congress & Exhibition - (MAR. 08, 2004)] SAE Technical Paper Series - Demand Analysis for Decision-Based Design of Vehicle Engine

Wassenaar, Henk Jan, Chen, Wei, Cheng, Jie, Sudjianto, Agus

Year:

2004

Language:

english

File:

PDF, 183 KB

english, 2004

47

SAE Technical Paper Series [SAE International SAE 2003 World Congress & Exhibition - (MAR. 03, 2003)] SAE Technical Paper Series - Robust Piston Design and Optimization Using Piston Secondary Motion Analysis

Hoffman, Rebecca M., Sudjianto, Agus, Du, Xiaoping, Stout, Joseph

Year:

2003

Language:

english

File:

PDF, 345 KB

english, 2003

48

SAE Technical Paper Series [SAE International X International Conference on Vehicle Structural Mechanics and CAE - (APR. 08, 1997)] SAE Technical Paper Series - Robust Design of an Automotive Structure Using Durability CAE

Agrawal, Hari, Sudjianto, Agus, Juneja, Lokesh

Year:

1997

Language:

english

File:

PDF, 1.21 MB

english, 1997

49

Deep Learning-Based BSDE Solver for Libor Market Model with Applications to Bermudan Swaption Pricing and Hedging

Wang, Haojie, Chen, Han, Sudjianto, Agus, Liu, Richard, Shen, Qi

Journal:

SSRN Electronic Journal

Year:

2018

Language:

english

File:

PDF, 603 KB

english, 2018

50

[ASME ASME 2003 International Mechanical Engineering Congress and Exposition - Washington, DC, USA (November 15–21, 2003)] Manufacturing - Optimal Robust Fixture Configuration Design Using Computer Experiment

Xie, L. Shelley, Sudjianto, Agus

Year:

2003

Language:

english

File:

PDF, 396 KB

english, 2003