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ORCID3rd ICMLSC 2019: Da Lat, Vietnam
- Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, ICMLSC 2019, Da Lat, Vietnam, January 25-28, 2019. ACM 2019, ISBN 978-1-4503-6612-0
Machine Learning and Neural Networks
- Chongomweru Halimu, Asem Kasem, S. H. Shah Newaz:
Empirical Comparison of Area under ROC curve (AUC) and Mathew Correlation Coefficient (MCC) for Evaluating Machine Learning Algorithms on Imbalanced Datasets for Binary Classification. 1-6 - Zaman Wahid
, A. K. M. Zaidi Satter, Abdullah Al Imran, Touhid Bhuiyan:
Predicting Absenteeism at Work Using Tree-Based Learners. 7-11 - Ki-Hyun Jung:
A Study on Machine Learning for Steganalysis. 12-15 - The Danh Phan:
Smart Mobility Improvement: Classifying Commuter Satisfaction in Sydney, Australia. 16-20 - Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat:
Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. 21-26 - Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen:
Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks. 27-32 - Fangyuan Zhao, Jianliang Xu, Yong Lin:
Multi-view Neural Network Integrating Knowledge for Patient Self-diagnosis. 33-38 - Xinlei Wei, Yide Ma, Runze Wang:
A New Mammography Lesion Classification Method Based on Convolutional Neural Network. 39-43
Algorithm Design and High Performance Computing
- Shaohua Guo, Junru He, Xueting Song, Weiting Liu:
Backbone solving algorithm based on heuristic thinking. 44-48 - Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T. H. Nguyen:
Clustering Stability via Concept-based Nonnegative Matrix Factorization. 49-54 - Edmarlyn Porras, Arnel C. Fajardo, Ruji P. Medina:
Solving Dietary Planning Problem using Particle Swarm Optimization with Genetic Operators. 55-59 - Tran Cong Hung, Le Ngoc Hieu, Phan Thanh Hy, Nguyen Xuan Phi:
MMSIA: Improved Max-Min Scheduling Algorithm for Load Balancing on Cloud Computing. 60-64 - Phan Thi The, Nguyen Ngoc Thang, Tran Cong Hung:
An Improvement of Fuzzy Logic Based Clustering Combined for Mobile Sink Algorithm. 65-70 - Larry B. de Guzman, Ariel M. Sison, Ruji P. Medina:
Implementation of Enhanced MD5 Algorithm using SSL to Ensure Data Integrity. 71-75 - Saâdia Khoukhi, Othmane El Yaakoubi, Chakib Bojji, Yahya Bensouda:
A genetic algorithm for solving a multi-trip vehicle routing problem with time windows and simultaneous pick-up and delivery in a hospital complex. 76-80 - Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov:
Exploring the Relationship between the Structural and the Actual Similarities of Automata. 81-86 - Petr Grachev:
Grammar Inference Based on Passive Learning and Genetic Algorithm. 87-92 - Nguyen Tan Hung, Nguyen Hung, Pham Doan Vu Nguyen, Dinh Thanh Viet:
Application of Improved Differential Evolution Algorithm for Economic and Emission Dispatch of Thermal Power Generation Plants. 93-98
Recommended System
- Hafiz Muhammad Zubair Hasan, Hammad Khan, Talha Asif, Sohaib Hashmi, Muhammad Rafi:
Towards a transfer learning approach to food recommendations through food images. 99-105 - Excel Philip B. Guidang:
Inception-v3-Based Recommender System for Crops. 106-109 - Hoang Tan Nguyen, Huu-Hung Huynh, Lan Phuong Phan, Hiep Xuan Huynh:
Improved collaborative filtering recommendations using quantitative implication rules mining in implication field. 110-116 - Tuan Thanh Nguyen, Phuc Quang Tran, Hoang Tan Nguyen, Toan Phung Huynh, Le Thi My Hanh, Hiep Xuan Huynh:
Towards data variation trends recommendation. 117-122 - Hao Ren, Dong Wang:
TRRS: Temporal Recurrent Recommender System based on Time-sync Comments. 123-127 - Chuang Song, Junhao Wen, Shun Li:
Personalized POI recommendation based on check-in data and geographical-regional influence. 128-133
Modeling Methods and Applications
- Betchie E. Aguinaldo:
21st Century Learning Skills Predictive Model Using PART Algorithm. 134-137 - Nguyen Tuan Nam, Phan Duy Hung:
Padding Methods in Convolutional Sequence Model: An Application in Japanese Handwriting Recognition. 138-142 - Xinlin Yao, Xianghua Lu:
Optimizing Digital Coupon Assignment Using Constrained Reinforcement Learning. 143-147 - Hien D. Nguyen, Son T. Luu, Nhon V. Do:
A method for Representation the Knowledge of Functions and Operators and Application. 148-153 - Nguyen Hong Nguyen, Khoa Duc Nguyen, Linh Thuy Thi Nguyen, Tri Quang Nguyen, Hiep Xuan Huynh:
A cellular automata approach to simulate the diffusion of antibiotic residues on the surface of a river. 154-159 - Ying Jin, Shuai Zhao, Yudong Wu:
Geographic Entity Relationship Extraction Model Based on Piecewise Convolution of Residual Network. 160-165
Image Analysis and Processing
- Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim, In Seop Na:
Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model. 166-169 - Tien X. Dang, Aran Oh, In Seop Na, Soo-Hyung Kim:
The Role of Attention Mechanism and Multi-Feature in Image Captioning. 170-174 - Jonathan Then Sien Phang, King Hann Lim:
Real-Time Multi-Camera Multi-Person Action Recognition using Pose Estimation. 175-180 - Dino Hariatma Putra, Tjan Basaruddin:
Face Reconstruction with Generative Adversarial Network. 181-185 - Yunchao Gu, Yang Jiayao:
Application of Computer Vision and Deep Learning in Breast Cancer Assisted Diagnosis. 186-191 - Sobia Fayyaz, Yasar Ayaz:
CNN and Traditional Classifiers Performance for Sign Language Recognition. 192-196 - Ngo Quoc Viet, Dang Thi ThanhTuyen, Trinh Huy Hoang:
Parasite worm egg automatic detection in microscopy stool image based on Faster R-CNN. 197-202
Computer and Information Engineering
- Jean-François Balmat, Frédéric Lafont, Abdouramane Moussa Ali, Nathalie Pessel, Julio César Ramos Fernández:
Evaluation of the reference evapotranspiration for a greenhouse crop using an Adaptive-Network-Based Fuzzy Inference System (ANFIS). 203-205 - Truong Le Phuong, Khai La Khai:
Self-developed Three Wheels Omni-Directional for Autonomous Mobile Robots. 206-209 - Tuyen Phong Truong, Bernard Pottier, Hiep Xuan Huynh:
A Developing Method for Distributed Sensing Systems. 210-214 - Aditi Kambli, Stuti Modi:
Fuzzy Neuro Approach to Water Management Systems. 215-220 - Trang M. Nguyen, Van-Lien Tran, Duy-Cat Can, Quang-Thuy Ha, Ly T. Vu, Engsiong Chng:
QASA: Advanced Document Retriever for Open-Domain Question Answering by Learning to Rank Question-Aware Self-Attentive Document Representations. 221-225 - Muhamad Iqbal, Risman Adnan, Muhammad Rahmat Widyanto, Tjan Basaruddin:
Evaluation Study of Unsupervised Face-to-Face Translation using Generative Adversarial Networks. 226-231 - Shaoming Qiu, Jiahao Li, Bo Chen, Ping Wang, Xiue Gao:
An improved prediction method for diabetes based on a feature-based least angle regression algorithm. 232-238 - Besime Erin, Rahib H. Abiyev:
Diagnosis of Common Diseases Using Type-2 Fuzzy System. 239-243 - Gabriela Mogos:
Sliding Window Method on Quantum Key Distribution Protocol. 244-248 - Changqi Hu, Fei Chen, Hua Zheng:
Researches on the Security Protection and Inspection Method for Confidential Documents Based on Linux Operating System. 249-252 - Kartika Trianita, Taufik Djatna, Anas Miftah Fauzi:
A System Analysis and Design of Marketing Strategy for Improving Pineapple Agritourism. 253-258
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