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ORCIDICCSAMA 2019: Hanoi, Vietnam
- Hoai An Le Thi
, Hoai Minh Le, Tao Pham Dinh, Ngoc Thanh Nguyen:
Advanced Computational Methods for Knowledge Engineering - Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019, Hanoi, Vietnam, December 19-20, 2019. Advances in Intelligent Systems and Computing 1121, Springer 2020, ISBN 978-3-030-38363-3
Nonconvex Optimization, DC Programming and DCA, and Applications
- Tran Duc Quynh:
A New Efficient Algorithm for Maximizing the Profit and the Compactness in Land Use Planing Problem. 3-13 - Luong Vuong Le, Quang Thuan Nguyen, Duc Quynh Tran:
A New Solution Method for a Mean-Risk Mixed Integer Nonlinear Program in Transportation Network Protection. 14-26 - Nguyen Quang Thuan, Nguyen Duc Anh:
A Novel Approach for Travel Time Optimization in Single-Track Railway Networks. 27-38 - Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh:
DCA with Successive DC Decomposition for Convex Piecewise-Linear Fitting. 39-51 - Anh Son Ta, Hoai An Le Thi, Tao Pham Dinh:
Solving Efficient Target-Oriented Scheduling in Directional Sensor Networks by DCA. 52-63 - Duc Manh Nguyen:
A Combination of CMAES-APOP Algorithm and Quasi-Newton Method. 64-74 - André Dembélé, Babacar Mbaye Ndiaye, Adam Ouorou, Guy Degla:
A Triple Stabilized Bundle Method for Constrained Nonconvex Nonsmooth Optimization. 75-87 - Thi-Thoi Tran, Delphine Sinoquet, Sébastien Da Veiga, Marcel Mongeau:
An Adapted Derivative-Free Optimization Method for an Optimal Design Application with Mixed Binary and Continuous Variables. 88-98 - Tatiana S. Zarodnyuk, Alexander Gornov, Anton Anikin, Pavel Sorokovikov:
Numerical Technologies for Investigating Optimal Control Problems with Free Right-Hand End of Trajectories. 99-105 - Hanyu Gu, Hue Chi Lam:
A Genetic Algorithm Approach for Scheduling Trains Maintenance Under Uncertainty. 106-118
Data Mining and Data Processing
- Thi-Thu-Hong Phan, Émilie Poisson Caillault, André Bigand:
eDTWBI: Effective Imputation Method for Univariate Time Series. 121-132 - Hoai Minh Le, Vo Xuanthanh:
Reweighted ℓ 1 Algorithm for Robust Principal Component Analysis. 133-142 - Thi-Ngan Pham, Quang-Thuy Ha, Minh-Chau Nguyen, Tri-Thanh Nguyen:
A Probability-Based Close Domain Metric in Lifelong Learning for Multi-label Classification. 143-149 - Thi-Lich Nghiem, Thi-Toan Nghiem:
Applying MASI Algorithm to Improve the Classification Performance of Imbalanced Data in Fraud Detection. 150-162 - Hung Son Nguyen, Sinh Hoa Nguyen:
Learning Rough Set Based Classifiers Using Boolean Kernels. 163-173 - Nga Ly-Tu, Qui Vo-Phu, Thuong Le-Tien:
Using Support Vector Machine to Monitor Behavior of an Object Based WSN System. 174-185 - Thanh-Nghi Do, The-Phi Pham, Nguyen-Khang Pham, Huu-Hoa Nguyen, Karim Tabia, Salem Benferhat:
Stacking of SVMs for Classifying Intangible Cultural Heritage Images. 186-196 - Chien Pham Van, Giang Nguyen-Van:
Assessment of the Water Area in the Lowland Region of the Mekong River Using MODIS EVI Time Series. 197-207 - Hoang Thien Van, Kiet Dang Hung, Giang Van Vu, Quynh Pham Thi, Thai Hoang Le:
Palmprint Recognition Using Discriminant Local Line Directional Representation. 208-217 - Michele Della Ventura:
Speech Assessment Based on Entropy and Similarity Measures. 218-227
Machine Learning Methods and Applications
- Bach Tran, Hoai An Le Thi:
Deep Clustering with Spherical Distance in Latent Space. 231-242 - Jiancheng Lyu, Spencer Sheen:
A Channel-Pruned and Weight-Binarized Convolutional Neural Network for Keyword Spotting. 243-254 - Mai Bui Huynh Thuy, Vinh Truong Hoang:
Fusing of Deep Learning, Transfer Learning and GAN for Breast Cancer Histopathological Image Classification. 255-266 - Oanh Thi Tran:
Attentive biLSTMs for Understanding Students' Learning Experiences. 267-278 - Jiancheng Lyu, Jack Xin, Yifeng Yu:
Computing Residual Diffusivity by Adaptive Basis Learning via Super-Resolution Deep Neural Networks. 279-290 - Thanh-Phuong Nguyen, Tien-Duc Van, Nhat-Tan Le, Thanh-Tan Mai, Khuong Nguyen-An:
An Intensive Empirical Study of Machine Learning Algorithms for Predicting Vietnamese Stock Prices. 291-303 - Orchida Dianita, Thomas Djorgie, M. K. Herliansyah:
Improvement of Production Layout in the Furniture Industry in Indonesia with the Concept of Group Technology. 304-310 - Quang-Vinh Dang:
Reinforcement Learning in Stock Trading. 311-322 - Botambu Collins, Dinh Tuyen Hoang, HyoJeon Yoon, Ngoc Thanh Nguyen, Dosam Hwang:
A Survey on Forecasting Models for Preventing Terrorism. 323-334 - Thanh-Hai Nguyen, Vincent Herbert, Sergiu Carpov:
On the Design of a Privacy Preserving Collaborative Platform for Cybersecurity. 335-345 - Phuoc-Hung Vo, Thai-Son Nguyen, Van-Thanh Huynh, Thanh-C. Vo, Thanh-Nghi Do:
Secure and Robust Watermarking Scheme in Frequency Domain Using Chaotic Logistic Map Encoding. 346-357
Knowledge Information and Engineering Systems
- Quang-Vu Nguyen, Hai Bang Truong:
An Improvement of Applying Multi-objective Optimization Algorithm into Higher Order Mutation Testing. 361-369 - Thi Thanh Luu Le, Trong Hieu Tran:
Belief Merging for Possibilistic Belief Bases. 370-380 - Satyam Paul, Magnus Löfstrand:
Discrete Time Sliding Mode Control of Milling Chatter. 381-390 - Thuong-Cang Phan, Anh-Cang Phan, Thi-To-Quyen Tran, Ngoan-Thanh Trieu:
Efficient Processing of Recursive Joins on Large-Scale Datasets in Spark. 391-402 - Chu Anh My, Duong Xuan Bien, Bui Hoang Tung, Nguyen Van Cong, Le Chi Hieu:
New Feed Rate Optimization Formulation in a Parametric Domain for 5-Axis Milling Robots. 403-411 - Ha Duyen Trung, Nguyen Tai Hung, Nguyen Huu Trung:
Opensource Based IoT Platform and LoRa Communications with Edge Device Calibration for Real-Time Monitoring Systems. 412-423
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