Dae-Ki Kang - RankMe

63 papers A* 1B 3C 2Journal 45Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking the Fog with SIGHT: Attention-Guided State Prediction for Partially Observable Reinforcement Learning. ACM Trans. Intell. Syst. Technol. Leonard Christopher Limanjaya, Dae-Ki Kang
2026	J	`jnl`	LigTomDet: Knowledge distillation in a new lightweight tomato disease detection model in planting fields. Pattern Recognit. Hao Sun, Rui Fu, Dae-Ki Kang
2025	J	`jnl`	CSD: Channel Selection Dropout for Regularization of Convolutional Neural Networks. IEEE Access Imrus Salehin, Dae-Ki Kang
2025	J	`jnl`	Enhancing few-shot learning using targeted mixup. Appl. Intell. Yaw Darkwah Jnr., Dae-Ki Kang
2025	J	`jnl`	FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning. Expert Syst. Appl. Isack Thomas Nicholaus, Dae-Ki Kang
2025	J	`jnl`	From Queries to Courses: SKYRAG's Revolution in Learning Path Generation via Keyword-Based Document Retrieval. IEEE Access Yosua Setyawan Soekamto, Leonard Christopher Limanjaya, Yoshua Kaleb Purwanto, Dae-Ki Kang
2025	J	`jnl`	IMSDO: Deep metric learning with incremental margin and standard deviation optimization. Neurocomputing Jeremy Winston, Dae-Ki Kang
2025	J	`jnl`	SSANet-Based Lightweight and Efficient Crop Disease Detection. Comput. Mater. Continua Hao Sun, Di Cai, Dae-Ki Kang
2025	J	`jnl`	Switchable Normalization Based Faster RCNN for MRI Brain Tumor Segmentation. Comput. Mater. Continua Rachana Poongodan, Dayanand Lal Narayan, Deepika Gadakatte Lokeshwarappa, Hirald Dwaraka Praveena, Dae-Ki Kang
2024	J	`jnl`	Deep Learning Technology and Image Sensing. Sensors Suk-Ho Lee, Dae-Ki Kang
2024	J	`jnl`	GLNAS: Greedy Layer-wise Network Architecture Search for low cost and fast network generation. Pattern Recognit. Jiacang Ho, Kyongseok Park, Dae-Ki Kang
2022	—	`conf`	A Higher Performing DARTS Model for CIFAR-10. ICHI Jie Yong Shin, Dae-Ki Kang
2022	J	`jnl`	A Review on Planted (l, d) Motif Discovery Algorithms for Medical Diagnose. Sensors Satarupa Mohanty, Prasant Kumar Pattnaik, Ahmed Abdulhakim Al-Absi, Dae-Ki Kang
2022	J	`jnl`	Attack-less adversarial training for a robust adversarial defense. Appl. Intell. Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang
2022	J	`jnl`	Augmented domain agreement for adaptable Meta-Learner on Few-Shot classification. Appl. Intell. Tintrim Dwi Ary Widhianingsih, Dae-Ki Kang
2022	J	`jnl`	One-Class Convolutional Neural Networks for Water-Level Anomaly Detection. Sensors Isack Thomas Nicholaus, Jun-Seoung Lee, Dae-Ki Kang
2022	J	`jnl`	Robust experience replay sampling for multi-agent reinforcement learning. Pattern Recognit. Lett. Isack Thomas Nicholaus, Dae-Ki Kang
2021	J	`jnl`	Anomaly Detection of Water Level Using Deep Autoencoder. Sensors Isack Thomas Nicholaus, Jun Ryeol Park, Kyuil Jung, Jun-Seoung Lee, Dae-Ki Kang
2021	—	`ed.`	Intelligent Human Computer Interaction - 12th International Conference, IHCI 2020, Daegu, South Korea, November 24-26, 2020, Proceedings, Part I ICHI (1) Madhusudan Singh, Dae-Ki Kang, Jong-Ha Lee, Uma Shanker Tiwary, Dhananjay Singh, Wan-Young Chung
2021	—	`ed.`	Intelligent Human Computer Interaction - 12th International Conference, IHCI 2020, Daegu, South Korea, November 24-26, 2020, Proceedings, Part II IHCI (2) Madhusudan Singh, Dae-Ki Kang, Jong-Ha Lee, Uma Shanker Tiwary, Dhananjay Singh, Wan-Young Chung
2021	J	`jnl`	Trainable activation function with differentiable negative side and adaptable rectified point. Appl. Intell. Kevin Pratama, Dae-Ki Kang
2020	—	`conf`	A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network. IHCI (1) Arief Rachman Sutanto, Dae-Ki Kang
2020	J	`jnl`	Uni-image: Universal image construction for robust neural model. Neural Networks Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang
2019	J	`jnl`	Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation. Appl. Intell. Prima Sanjaya, Dae-Ki Kang
2018	J	`jnl`	Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network. Neural Networks Alvin Poernomo, Dae-Ki Kang
2018	J	`jnl`	One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics. Appl. Intell. Jiacang Ho, Dae-Ki Kang
2017	J	`jnl`	Attribute weighting for averaged one-dependence estimators. Appl. Intell. Zhong-Liang Xiang, Dae-Ki Kang
2017	J	`jnl`	Experimental analysis of hidden Markov model based secure misuse intrusion trace classification and hacking detection. J. Comput. Virol. Hacking Tech. Kyung-Hwan Cha, Dae-Ki Kang
2017	J	`jnl`	Mini-batch bagging and attribute ranking for accurate user authentication in keystroke dynamics. Pattern Recognit. Jiacang Ho, Dae-Ki Kang
2016	J	`jnl`	Experimental analysis of naïve Bayes classifier based on an attribute weighting framework with smooth kernel density estimations. Appl. Intell. Zhong-Liang Xiang, Xiang-Ru Yu, Dae-Ki Kang
2016	J	`jnl`	Stationary Hand Gesture Authentication Using Edit Distance on Finger Pointing Direction Interval. Sci. Program. Alex Ming Hui Wong, Dae-Ki Kang
2015	B	`conf`	A Novel Parallel Computation Model with Efficient Local Memory Management for Data-Intensive Applications. CLOUD Ahmed Abdulhakim Al-Absi, Dae-Ki Kang
2015	J	`jnl`	Game layout and artificial intelligence implementation in mobile 3D tower defence game. Int. J. Secur. Networks Alex Ming Hui Wong, Dae-Ki Kang
2015	J	`jnl`	Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction. Expert Syst. Appl. Myoung-Jong Kim, Dae-Ki Kang, Hong Bae Kim
2015	—	`conf`	Poisson Model and Bradley terry Model for predicting multiplayer online battle games. ICUFN Dae-Ki Kang, Myoung-Jong Kim
2015	J	`jnl`	Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics Based User Authentication. J. Sensors Jiacang Ho, Dae-Ki Kang
2014	—	`conf`	Friends-and-native-people-aware approach for Collaborative Filtering. SCIS&ISIS Aaron Ling Chi Yi, Dae-Ki Kang
2014	J	`jnl`	Leveraging user profile attributes for improving pedagogical accuracy of learning pathways. CoRR Tanmay Sinha, Ankit Banka, Dae-Ki Kang
2014	—	`conf`	Novel Naive Bayes based on Attribute Weighting in Kernel Density Estimation. SCIS&ISIS Zhong-Liang Xiang, Xiang-Ru Yu, Alex Ming Hui Wong, Dae-Ki Kang
2014	—	`conf`	Sequence alignment of dynamic intervals for keystroke dynamics based user authentication. SCIS&ISIS Jiacang Ho, Dae-Ki Kang
2013	J	`jnl`	Design and Analysis of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions. Int. J. Distributed Sens. Networks Gi-Hyun Hwang, Dae-Ki Kang
2013	—	`conf`	Effective Sentiment Analysis Based on Term Evaluation by Bayesian Model Selection Criteria. ACPR Dae-Ki Kang
2013	—	`conf`	Geometric Mean based Boosting Algorithm to Resolve Data Imbalance Problem. PACIS Myoung-Jong Kim, Dae-Ki Kang
2013	J	`jnl`	Lightweight and Scalable Intrusion Trace Classification Using Interelement Dependency Models Suitable for Wireless Sensor Network Environment. Int. J. Distributed Sens. Networks Dae-Ki Kang
2012	J	`jnl`	Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction. Expert Syst. Appl. Myoung-Jong Kim, Dae-Ki Kang
2012	J	`jnl`	Fusion of Hierarchical Behavior-based Actions in Mobile Robot Using Fuzzy Logic. J. Inform. and Commun. Convergence Engineering Gan Zhen Ye, Dae-Ki Kang
2011	J	`jnl`	Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience. J. Inform. and Commun. Convergence Engineering Sami Abduljalil, Dae-Ki Kang
2011	J	`jnl`	Game Transformation from Non-Augmented Reality to Augmented Reality. J. Inform. and Commun. Convergence Engineering Chin-Tong Tan, Gi-Hyun Hwang, Dae-Ki Kang
2011	J	`jnl`	Improving the Rendering Speed of 3D Model Animation on Smart Phones. J. Inform. and Commun. Convergence Engineering Cong Jie Ng, Gi-Hyun Hwang, Dae-Ki Kang
2011	J	`jnl`	Legacy of Smart Device, Social Network and Ubiquitous E-class System. J. Inform. and Commun. Convergence Engineering Sami Abduljalil, Dae-Ki Kang
2011	J	`jnl`	Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers. Expert Syst. Appl. Dae-Ki Kang, Myoung-Jong Kim
2011	J	`jnl`	Study of Social Network Site Interactivity to Identify and Avert Usability Flaws for Effective User's Experience. J. Inform. and Commun. Convergence Engineering Sami Abduljalil, Gi-Hyun Hwang, Dae-Ki Kang
2010	J	`jnl`	Ensemble with neural networks for bankruptcy prediction. Expert Syst. Appl. Myoung-Jong Kim, Dae-Ki Kang
2010	J	`jnl`	Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction. J. Inform. and Commun. Convergence Engineering Myoung-Jong Kim, Hong Bae Kim, Dae-Ki Kang
2009	J	`jnl`	Learning decision trees with taxonomy of propositionalized attributes. Pattern Recognit. Dae-Ki Kang, Kiwook Sohn
2006	J	`jnl`	Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data. Knowl. Inf. Syst. Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar
2006	B	`conf`	RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. PAKDD Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar
2006	B	`conf`	TRIPPER: Rule Learning Using Taxonomies. PAKDD Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar
2005	C	`conf`	Learning Classifiers for Misuse Detection Using a Bag of System Calls Representation. ISI Dae-Ki Kang, Doug Fuller, Vasant G. Honavar
2005	—	`conf`	Multinomial Event Model Based Abstraction for Sequence and Text Classification. SARA Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant G. Honavar
2004	A*	`conf`	Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers. ICDM Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant G. Honavar
2003	C	`conf`	MetaNews: An Information Agent for Gathering News Articles on the Web. ISMIS Dae-Ki Kang, Joongmin Choi
1997	—	`conf`	HANMAUM - A Multi-agent Model for Customer, Merchant and Directory Service. WebNet Dae-Ki Kang, Joong-Bae Kim, Ho-sang Ham