Dae-Ki Kang

Orcid: 0000-0002-4147-2835

According to our database1, Dae-Ki Kang authored at least 52 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Deep Learning Technology and Image Sensing.
Sensors, August, 2024

GLNAS: Greedy Layer-wise Network Architecture Search for low cost and fast network generation.
Pattern Recognit., 2024

2022
One-Class Convolutional Neural Networks for Water-Level Anomaly Detection.
Sensors, 2022

A Review on Planted (l, d) Motif Discovery Algorithms for Medical Diagnose.
Sensors, 2022

Robust experience replay sampling for multi-agent reinforcement learning.
Pattern Recognit. Lett., 2022

Augmented domain agreement for adaptable Meta-Learner on Few-Shot classification.
Appl. Intell., 2022

Attack-less adversarial training for a robust adversarial defense.
Appl. Intell., 2022

A Higher Performing DARTS Model for CIFAR-10.
Proceedings of the Intelligent Human Computer Interaction, 2022

2021
Anomaly Detection of Water Level Using Deep Autoencoder.
Sensors, 2021

Trainable activation function with differentiable negative side and adaptable rectified point.
Appl. Intell., 2021

2020
Uni-image: Universal image construction for robust neural model.
Neural Networks, 2020

A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network.
Proceedings of the Intelligent Human Computer Interaction, 2020

2019
Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation.
Appl. Intell., 2019

2018
Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network.
Neural Networks, 2018

One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics.
Appl. Intell., 2018

2017
Experimental analysis of hidden Markov model based secure misuse intrusion trace classification and hacking detection.
J. Comput. Virol. Hacking Tech., 2017

Mini-batch bagging and attribute ranking for accurate user authentication in keystroke dynamics.
Pattern Recognit., 2017

Attribute weighting for averaged one-dependence estimators.
Appl. Intell., 2017

2016
Stationary Hand Gesture Authentication Using Edit Distance on Finger Pointing Direction Interval.
Sci. Program., 2016

Experimental analysis of naïve Bayes classifier based on an attribute weighting framework with smooth kernel density estimations.
Appl. Intell., 2016

2015
Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics Based User Authentication.
J. Sensors, 2015

Game layout and artificial intelligence implementation in mobile 3D tower defence game.
Int. J. Secur. Networks, 2015

Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction.
Expert Syst. Appl., 2015

Poisson Model and Bradley terry Model for predicting multiplayer online battle games.
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.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Leveraging user profile attributes for improving pedagogical accuracy of learning pathways.
CoRR, 2014

Friends-and-native-people-aware approach for Collaborative Filtering.
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.
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.
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.
Int. J. Distributed Sens. Networks, 2013

Design and Analysis of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions.
Int. J. Distributed Sens. Networks, 2013

Geometric Mean based Boosting Algorithm to Resolve Data Imbalance Problem.
Proceedings of the 17th Pacific Asia Conference on Information Systems, 2013

Effective Sentiment Analysis Based on Term Evaluation by Bayesian Model Selection Criteria.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Fusion of Hierarchical Behavior-based Actions in Mobile Robot Using Fuzzy Logic.
J. Inform. and Commun. Convergence Engineering, 2012

Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction.
Expert Syst. Appl., 2012

2011
Game Transformation from Non-Augmented Reality to Augmented Reality.
J. Inform. and Commun. Convergence Engineering, 2011

Improving the Rendering Speed of 3D Model Animation on Smart Phones.
J. Inform. and Commun. Convergence Engineering, 2011

Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience.
J. Inform. and Commun. Convergence Engineering, 2011

Legacy of Smart Device, Social Network and Ubiquitous E-class System.
J. Inform. and Commun. Convergence Engineering, 2011

Study of Social Network Site Interactivity to Identify and Avert Usability Flaws for Effective User's Experience.
J. Inform. and Commun. Convergence Engineering, 2011

Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers.
Expert Syst. Appl., 2011

2010
Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction.
J. Inform. and Commun. Convergence Engineering, 2010

Ensemble with neural networks for bankruptcy prediction.
Expert Syst. Appl., 2010

2009
Learning decision trees with taxonomy of propositionalized attributes.
Pattern Recognit., 2009

2006
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data.
Knowl. Inf. Syst., 2006

TRIPPER: Rule Learning Using Taxonomies.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005
Multinomial Event Model Based Abstraction for Sequence and Text Classification.
Proceedings of the Abstraction, 2005

Learning Classifiers for Misuse Detection Using a Bag of System Calls Representation.
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.
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.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

1997
HANMAUM - A Multi-agent Model for Customer, Merchant and Directory Service.
Proceedings of WebNet 97, 1997


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