Dae-Ki Kang

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 19

Top Topics

Convolutional Neural Network

Bayes Classifier

Keystroke Dynamics

Top Venues

Pattern Recognit.

Publications

Jiacang Ho, Kyongseok Park, Dae-Ki Kang
GLNAS: Greedy Layer-wise Network Architecture Search for low cost and fast network generation. Pattern Recognit. 155 (2024)
Tintrim Dwi Ary Widhianingsih, Dae-Ki Kang
Augmented domain agreement for adaptable Meta-Learner on Few-Shot classification. Appl. Intell. 52 (7) (2022)
Isack Thomas Nicholaus, Jun-Seoung Lee, Dae-Ki Kang
One-Class Convolutional Neural Networks for Water-Level Anomaly Detection. Sensors 22 (22) (2022)
Satarupa Mohanty, Prasant Kumar Pattnaik, Ahmed Abdulhakim Al-Absi, Dae-Ki Kang
A Review on Planted (l, d) Motif Discovery Algorithms for Medical Diagnose. Sensors 22 (3) (2022)
Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang
Attack-less adversarial training for a robust adversarial defense. Appl. Intell. 52 (4) (2022)
Isack Thomas Nicholaus, Dae-Ki Kang
Robust experience replay sampling for multi-agent reinforcement learning. Pattern Recognit. Lett. 155 (2022)
Jie Yong Shin, Dae-Ki Kang
A Higher Performing DARTS Model for CIFAR-10. ICHI (2022)
Isack Thomas Nicholaus, Jun Ryeol Park, Kyuil Jung, Jun Seoung Lee, Dae-Ki Kang
Anomaly Detection of Water Level Using Deep Autoencoder. Sensors 21 (19) (2021)
Kevin Pratama, Dae-Ki Kang
Trainable activation function with differentiable negative side and adaptable rectified point. Appl. Intell. 51 (3) (2021)
Arief Rachman Sutanto, Dae-Ki Kang
A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network. IHCI (1) (2020)
Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang
Uni-image: Universal image construction for robust neural model. Neural Networks 128 (2020)
Prima Sanjaya, Dae-Ki Kang
Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation. Appl. Intell. 49 (7) (2019)
Jiacang Ho, Dae-Ki Kang
One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics. Appl. Intell. 48 (6) (2018)
Alvin Poernomo, Dae-Ki Kang
Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network. Neural Networks 104 (2018)
Kyung-Hwan Cha, Dae-Ki Kang
Experimental analysis of hidden Markov model based secure misuse intrusion trace classification and hacking detection. J. Comput. Virol. Hacking Tech. 13 (3) (2017)
Jiacang Ho, Dae-Ki Kang
Mini-batch bagging and attribute ranking for accurate user authentication in keystroke dynamics. Pattern Recognit. 70 (2017)
Zhong-Liang Xiang, Dae-Ki Kang
Attribute weighting for averaged one-dependence estimators. Appl. Intell. 46 (3) (2017)
Zhong-Liang Xiang, Xiang-Ru Yu, Dae-Ki Kang
Experimental analysis of naïve Bayes classifier based on an attribute weighting framework with smooth kernel density estimations. Appl. Intell. 44 (3) (2016)
Alex Ming Hui Wong, Dae-Ki Kang
Stationary Hand Gesture Authentication Using Edit Distance on Finger Pointing Direction Interval. Sci. Program. 2016 (2016)
Ahmed Abdulhakim Al-Absi, Dae-Ki Kang
A Novel Parallel Computation Model with Efficient Local Memory Management for Data-Intensive Applications. CLOUD (2015)
Dae-Ki Kang, Myoung-Jong Kim
Poisson Model and Bradley terry Model for predicting multiplayer online battle games. ICUFN (2015)
Alex Ming Hui Wong, Dae-Ki Kang
Game layout and artificial intelligence implementation in mobile 3D tower defence game. Int. J. Secur. Networks 10 (1) (2015)
Myoung-Jong Kim, Dae-Ki Kang, Hong Bae Kim
Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction. Expert Syst. Appl. 42 (3) (2015)
Jiacang Ho, Dae-Ki Kang
Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics Based User Authentication. J. Sensors 2015 (2015)
Tanmay Sinha, Ankit Banka, Dae-Ki Kang
Leveraging user profile attributes for improving pedagogical accuracy of learning pathways. CoRR (2014)
Jiacang Ho, Dae-Ki Kang
Sequence alignment of dynamic intervals for keystroke dynamics based user authentication. SCIS&ISIS (2014)
Aaron Ling Chi Yi, Dae-Ki Kang
Friends-and-native-people-aware approach for Collaborative Filtering. SCIS&ISIS (2014)
Zhong-Liang Xiang, Xiang-Ru Yu, Alex Ming Hui Wong, Dae-Ki Kang
Novel Naive Bayes based on Attribute Weighting in Kernel Density Estimation. SCIS&ISIS (2014)
Dae-Ki Kang
Effective Sentiment Analysis Based on Term Evaluation by Bayesian Model Selection Criteria. ACPR (2013)
Dae-Ki Kang
Lightweight and Scalable Intrusion Trace Classification Using Interelement Dependency Models Suitable for Wireless Sensor Network Environment. Int. J. Distributed Sens. Networks 9 (2013)
Gi-Hyun Hwang, Dae-Ki Kang
Design and Analysis of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions. Int. J. Distributed Sens. Networks 9 (2013)
Myoung-Jong Kim, Dae-Ki Kang
Geometric Mean based Boosting Algorithm to Resolve Data Imbalance Problem. PACIS (2013)
Myoung-Jong Kim, Dae-Ki Kang
Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction. Expert Syst. Appl. 39 (10) (2012)
Gan Zhen Ye, Dae-Ki Kang
Fusion of Hierarchical Behavior-based Actions in Mobile Robot Using Fuzzy Logic. J. Inform. and Commun. Convergence Engineering 10 (2) (2012)
Sami Abduljalil, Dae-Ki Kang
Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience. J. Inform. and Commun. Convergence Engineering 9 (1) (2011)
Sami Abduljalil, Dae-Ki Kang
Legacy of Smart Device, Social Network and Ubiquitous E-class System. J. Inform. and Commun. Convergence Engineering 9 (1) (2011)
Dae-Ki Kang, Myoung-Jong Kim
Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers. Expert Syst. Appl. 38 (10) (2011)
Cong Jie Ng, Gi-Hyun Hwang, Dae-Ki Kang
Improving the Rendering Speed of 3D Model Animation on Smart Phones. J. Inform. and Commun. Convergence Engineering 9 (3) (2011)
Chin-Tong Tan, Gi-Hyun Hwang, Dae-Ki Kang
Game Transformation from Non-Augmented Reality to Augmented Reality. J. Inform. and Commun. Convergence Engineering 9 (5) (2011)
Sami Abduljalil, Gi-Hyun Hwang, Dae-Ki Kang
Study of Social Network Site Interactivity to Identify and Avert Usability Flaws for Effective User's Experience. J. Inform. and Commun. Convergence Engineering 9 (3) (2011)
Myoung-Jong Kim, Hong Bae Kim, Dae-Ki Kang
Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction. J. Inform. and Commun. Convergence Engineering 8 (4) (2010)
Myoung-Jong Kim, Dae-Ki Kang
Ensemble with neural networks for bankruptcy prediction. Expert Syst. Appl. 37 (4) (2010)
Dae-Ki Kang, Kiwook Sohn
Learning decision trees with taxonomy of propositionalized attributes. Pattern Recognit. 42 (1) (2009)
Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data. Knowl. Inf. Syst. 9 (2) (2006)
Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar
TRIPPER: Rule Learning Using Taxonomies. PAKDD (2006)
Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar
RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. PAKDD (2006)
Dae-Ki Kang, Doug Fuller, Vasant G. Honavar
Learning Classifiers for Misuse Detection Using a Bag of System Calls Representation. ISI (2005)
Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant G. Honavar
Multinomial Event Model Based Abstraction for Sequence and Text Classification. SARA (2005)
Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant G. Honavar
Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers. ICDM (2004)
Dae-Ki Kang, Joongmin Choi
MetaNews: An Information Agent for Gathering News Articles on the Web. ISMIS (2003)
Dae-Ki Kang, Joong-Bae Kim, Ho-sang Ham
HANMAUM - A Multi-agent Model for Customer, Merchant and Directory Service. WebNet (1997)