Dae-Ki Kang

According to our database, Dae-Ki Kang authored at least 50 papers between 1997 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

One-Class Convolutional Neural Networks for Water-Level Anomaly Detection.

Isack Thomas Nicholaus, Jun-Seoung Lee, Dae-Ki Kang

Sensors, 2022

A Review on Planted (l, d) Motif Discovery Algorithms for Medical Diagnose.

Satarupa Mohanty, Prasant Kumar Pattnaik, Ahmed Abdulhakim Al-Absi, Dae-Ki Kang

Sensors, 2022

Robust experience replay sampling for multi-agent reinforcement learning.

Isack Thomas Nicholaus, Dae-Ki Kang

Pattern Recognit. Lett., 2022

Augmented domain agreement for adaptable Meta-Learner on Few-Shot classification.

Tintrim Dwi Ary Widhianingsih, Dae-Ki Kang

Appl. Intell., 2022

Attack-less adversarial training for a robust adversarial defense.

Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang

Appl. Intell., 2022

A Higher Performing DARTS Model for CIFAR-10.

Jie Yong Shin, Dae-Ki Kang

Proceedings of the Intelligent Human Computer Interaction, 2022

2021

Anomaly Detection of Water Level Using Deep Autoencoder.

Isack Thomas Nicholaus, Jun Ryeol Park, Kyuil Jung, Jun-Seoung Lee, Dae-Ki Kang

Sensors, 2021

Trainable activation function with differentiable negative side and adaptable rectified point.

Kevin Pratama, Dae-Ki Kang

Appl. Intell., 2021

2020

Uni-image: Universal image construction for robust neural model.

Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang

Neural Networks, 2020

A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network.

Arief Rachman Sutanto, Dae-Ki Kang

Proceedings of the Intelligent Human Computer Interaction, 2020

2019

Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation.

Prima Sanjaya, Dae-Ki Kang

Appl. Intell., 2019

2018

Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network.

Alvin Poernomo, Dae-Ki Kang

Neural Networks, 2018

One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics.

Jiacang Ho, Dae-Ki Kang

Appl. Intell., 2018

2017

Experimental analysis of hidden Markov model based secure misuse intrusion trace classification and hacking detection.

Kyung-Hwan Cha, Dae-Ki Kang

J. Comput. Virol. Hacking Tech., 2017

Mini-batch bagging and attribute ranking for accurate user authentication in keystroke dynamics.

Jiacang Ho, Dae-Ki Kang

Pattern Recognit., 2017

Attribute weighting for averaged one-dependence estimators.

Zhong-Liang Xiang, Dae-Ki Kang

Appl. Intell., 2017

2016

Stationary Hand Gesture Authentication Using Edit Distance on Finger Pointing Direction Interval.

Alex Ming Hui Wong, Dae-Ki Kang

Sci. Program., 2016

Experimental analysis of naïve Bayes classifier based on an attribute weighting framework with smooth kernel density estimations.

Zhong-Liang Xiang, Xiang-Ru Yu, Dae-Ki Kang

Appl. Intell., 2016

2015

Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics Based User Authentication.

Jiacang Ho, Dae-Ki Kang

J. Sensors, 2015

Game layout and artificial intelligence implementation in mobile 3D tower defence game.

Alex Ming Hui Wong, Dae-Ki Kang

Int. J. Secur. Networks, 2015

Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction.

Myoung-Jong Kim, Dae-Ki Kang, Hong Bae Kim

Expert Syst. Appl., 2015

Poisson Model and Bradley terry Model for predicting multiplayer online battle games.

Dae-Ki Kang, Myoung-Jong Kim

Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

A Novel Parallel Computation Model with Efficient Local Memory Management for Data-Intensive Applications.

Ahmed Abdulhakim Al-Absi, Dae-Ki Kang

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Leveraging user profile attributes for improving pedagogical accuracy of learning pathways.

Tanmay Sinha, Ankit Banka, Dae-Ki Kang

CoRR, 2014

Friends-and-native-people-aware approach for Collaborative Filtering.

Aaron Ling Chi Yi, Dae-Ki Kang

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Novel Naive Bayes based on Attribute Weighting in Kernel Density Estimation.

Zhong-Liang Xiang, Xiang-Ru Yu, Alex Ming Hui Wong, Dae-Ki Kang

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Sequence alignment of dynamic intervals for keystroke dynamics based user authentication.

Jiacang Ho, Dae-Ki Kang

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

2013

Lightweight and Scalable Intrusion Trace Classification Using Interelement Dependency Models Suitable for Wireless Sensor Network Environment.

Dae-Ki Kang

Int. J. Distributed Sens. Networks, 2013

Design and Analysis of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions.

Gi-Hyun Hwang, Dae-Ki Kang

Int. J. Distributed Sens. Networks, 2013

Geometric Mean based Boosting Algorithm to Resolve Data Imbalance Problem.

Myoung-Jong Kim, Dae-Ki Kang

Proceedings of the 17th Pacific Asia Conference on Information Systems, 2013

Effective Sentiment Analysis Based on Term Evaluation by Bayesian Model Selection Criteria.

Dae-Ki Kang

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Fusion of Hierarchical Behavior-based Actions in Mobile Robot Using Fuzzy Logic.

Gan Zhen Ye, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2012

Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction.

Myoung-Jong Kim, Dae-Ki Kang

Expert Syst. Appl., 2012

2011

Game Transformation from Non-Augmented Reality to Augmented Reality.

Chin-Tong Tan, Gi-Hyun Hwang, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2011

Improving the Rendering Speed of 3D Model Animation on Smart Phones.

Cong Jie Ng, Gi-Hyun Hwang, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2011

Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience.

Sami Abduljalil, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2011

Legacy of Smart Device, Social Network and Ubiquitous E-class System.

Sami Abduljalil, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2011

Study of Social Network Site Interactivity to Identify and Avert Usability Flaws for Effective User's Experience.

Sami Abduljalil, Gi-Hyun Hwang, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2011

Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers.

Dae-Ki Kang, Myoung-Jong Kim

Expert Syst. Appl., 2011

2010

Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction.

Myoung-Jong Kim, Hong Bae Kim, Dae-Ki Kang

J. Inform. and Commun. Convergence Engineering, 2010

Ensemble with neural networks for bankruptcy prediction.

Myoung-Jong Kim, Dae-Ki Kang

Expert Syst. Appl., 2010

2009

Learning decision trees with taxonomy of propositionalized attributes.

Dae-Ki Kang, Kiwook Sohn

Pattern Recognit., 2009

2006

Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data.

Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar

Knowl. Inf. Syst., 2006

TRIPPER: Rule Learning Using Taxonomies.

Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification.

Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005

Multinomial Event Model Based Abstraction for Sequence and Text Classification.

Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Abstraction, 2005

Learning Classifiers for Misuse Detection Using a Bag of System Calls Representation.

Dae-Ki Kang, Doug Fuller, Vasant G. Honavar

Proceedings of the Intelligence and Security Informatics, 2005

2004

Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers.

Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant G. Honavar

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

MetaNews: An Information Agent for Gathering News Articles on the Web.

Dae-Ki Kang, Joongmin Choi

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

1997

HANMAUM - A Multi-agent Model for Customer, Merchant and Directory Service.

Dae-Ki Kang, Joong-Bae Kim, Ho-sang Ham

Proceedings of WebNet 97, 1997