default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAgus Sudjianto
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j14]Hengtao Zhang, Zebin Yang
, Agus Sudjianto, Aijun Zhang:
A Sequential Stein's Method for Faster Training of Additive Index Models. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13941-13950 (2024)- [i23]Ying Li, Rahul Singh, Tarun Joshi, Agus Sudjianto:
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting. CoRR abs/2408.00161 (2024) - 2023
- [j13]Agus Sudjianto, Jinwen Qiu, Miaoqi Li, Jie Chen:
Linear iterative feature embedding: an ensemble framework for an interpretable model. Neural Comput. Appl. 35(13): 9657-9685 (2023) - [j12]Agus Sudjianto, Zebin Yang, Aijun Zhang:
Single-Index Model Tree. IEEE Trans. Knowl. Data Eng. 35(3): 3101-3114 (2023) - [i22]Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li:
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR abs/2304.13761 (2023) - [i21]Linwei Hu, Vijayan N. Nair, Agus Sudjianto, Aijun Zhang, Jie Chen:
Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons. CoRR abs/2305.15670 (2023) - 2022
- [i20]Vijayan N. Nair, Tianshu Feng, Linwei Hu, Zach Zhang, Jie Chen, Agus Sudjianto:
Explaining Adverse Actions in Credit Decisions Using Shapley Decomposition. CoRR abs/2204.12365 (2022) - 2021
- [j11]Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang:
An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks. Neural Networks 139: 149-157 (2021) - [j10]Zebin Yang, Aijun Zhang, Agus Sudjianto:
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions. Pattern Recognit. 120: 108192 (2021) - [j9]Zebin Yang, Aijun Zhang, Agus Sudjianto:
Enhancing Explainability of Neural Networks Through Architecture Constraints. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2610-2621 (2021) - [i19]Agus Sudjianto, Jinwen Qiu, Miaoqi Li, Jie Chen:
Linear Iterative Feature Embedding: An Ensemble Framework for Interpretable Model. CoRR abs/2103.09983 (2021) - [i18]Nengfeng Zhou, Zach Zhang, Vijayan N. Nair, Harsh Singhal, Jie Chen, Agus Sudjianto:
Bias, Fairness, and Accountability with AI and ML Algorithms. CoRR abs/2105.06558 (2021) - [i17]Wei Zhao, Rahul Singh, Tarun Joshi, Agus Sudjianto, Vijayan N. Nair:
Self-interpretable Convolutional Neural Networks for Text Classification. CoRR abs/2105.08589 (2021) - [i16]Shaojie Xu, Joel Vaughan, Jie Chen, Agus Sudjianto, Vijayan N. Nair:
Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons. CoRR abs/2109.04244 (2021) - [i15]Agus Sudjianto, Aijun Zhang:
Designing Inherently Interpretable Machine Learning Models. CoRR abs/2111.01743 (2021) - [i14]Shaojie Xu, Joel Vaughan, Jie Chen, Aijun Zhang, Agus Sudjianto:
Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification. CoRR abs/2111.08922 (2021) - 2020
- [i13]Zebin Yang, Aijun Zhang, Agus Sudjianto:
GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions. CoRR abs/2003.07132 (2020) - [i12]Jie Chen, Joel Vaughan, Vijayan N. Nair, Agus Sudjianto:
Adaptive Explainable Neural Networks (AxNNs). CoRR abs/2004.02353 (2020) - [i11]Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang:
An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks. CoRR abs/2005.08027 (2020) - [i10]Linwei Hu, Jie Chen, Vijayan N. Nair, Agus Sudjianto:
Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms. CoRR abs/2007.14528 (2020) - [i9]Linwei Hu, Jie Chen, Joel Vaughan, Hanyu Yang, Kelly Wang, Agus Sudjianto, Vijayan N. Nair:
Supervised Machine Learning Techniques: An Overview with Applications to Banking. CoRR abs/2008.04059 (2020) - [i8]Rahul Singh, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto:
Model Robustness with Text Classification: Semantic-preserving adversarial attacks. CoRR abs/2008.05536 (2020) - [i7]Wei Zhao, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto:
SHAP values for Explaining CNN-based Text Classification Models. CoRR abs/2008.11825 (2020) - [i6]Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang:
Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification. CoRR abs/2011.04041 (2020)
2010 – 2019
- 2019
- [i5]Zebin Yang, Aijun Zhang, Agus Sudjianto:
Enhancing Explainability of Neural Networks through Architecture Constraints. CoRR abs/1901.03838 (2019) - [i4]Rao Fu, Jie Chen, Shutian Zeng, Yiping Zhuang, Agus Sudjianto:
Time Series Simulation by Conditional Generative Adversarial Net. CoRR abs/1904.11419 (2019) - 2018
- [i3]Linwei Hu, Jie Chen, Vijayan N. Nair, Agus Sudjianto:
Locally Interpretable Models and Effects based on Supervised Partitioning (LIME-SUP). CoRR abs/1806.00663 (2018) - [i2]Joel Vaughan, Agus Sudjianto, Erind Brahimi, Jie Chen, Vijayan N. Nair:
Explainable Neural Networks based on Additive Index Models. CoRR abs/1806.01933 (2018) - [i1]Xiaoyu Liu, Jie Chen, Vijayan N. Nair, Agus Sudjianto:
Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning. CoRR abs/1808.07216 (2018) - 2016
- [j8]Jonathan J. Forster, Matteo Buzzacchi, Agus Sudjianto, Risa Nagao:
Modelling credit grade migration in large portfolios using cumulative t-link transition models. Eur. J. Oper. Res. 254(3): 977-984 (2016) - 2010
- [j7]Agus Sudjianto, Sheela Nair, Ming Yuan, Aijun Zhang, Daniel A. Kern, Fernando Cela-Díaz:
Statistical Methods for Fighting Financial Crimes. Technometrics 52(1): 5-19 (2010)
2000 – 2009
- 2008
- [j6]Remco Chang, Alvin Lee, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan A. Suma, Caroline Ziemkiewicz, Daniel A. Kern, Agus Sudjianto:
Scalable and interactive visual analysis of financial wire transactions for fraud detection. Inf. Vis. 7(1): 63-76 (2008) - 2007
- [c3]Remco Chang, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan A. Suma, Caroline Ziemkiewicz, Daniel A. Kern, Agus Sudjianto:
WireVis: Visualization of Categorical, Time-Varying Data From Financial Transactions. IEEE VAST 2007: 155-162 - [c2]Agus Sudjianto, Fernando Cela-Díaz, Aijun Zhang, Ming Yuan:
Anomaly Detection in High-Dimensional Financial Databases. MLMTA 2007: 105-112 - 2005
- [j5]Runze Li, Agus Sudjianto:
Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging Models. Technometrics 47(2): 111-120 (2005) - 2004
- [j4]Agus Sudjianto:
Discussion. Technometrics 46(1): 23-24 (2004) - [j3]David Mease, Vijayan N. Nair, Agus Sudjianto:
Selective Assembly in Manufacturing: Statistical Issues and Optimal Binning Strategies. Technometrics 46(2): 165-175 (2004)
1990 – 1999
- 1997
- [j2]Paul Watta, Agus Sudjianto:
Pattern Recognition And Neural Networks [Book Reviews]. IEEE Trans. Neural Networks 8(3): 815-816 (1997) - 1996
- [c1]Agus Sudjianto, Mohamad H. Hassoun, Gary S. Wasserman:
Extensions of principal component analysis for nonlinear feature extraction. ICNN 1996: 1433-1438 - 1995
- [j1]Agus Sudjianto, Mohamad H. Hassoun:
Statistical basis of nonlinear hebbian learning and application to clustering. Neural Networks 8(5): 707-715 (1995)
Coauthor Index
aka: Vijayan N. Nair
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-23 20:26 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
