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10th KSE 2018: Ho Chi Minh City, Vietnam
- Nguyen Thanh Thuy, Satoshi Tojo, Tan Hanh, Minh Le Nguyen, Tu Minh Phuong, Vo Nguyen Quoc Bao:
10th International Conference on Knowledge and Systems Engineering, KSE 2018, Ho Chi Minh City, Vietnam, November 1-3, 2018. IEEE 2018, ISBN 978-1-5386-6113-0
Computer Vision and Pattern Recognition
- Mau Uyen Nguyen
, Thanh Tinh Dao, Van Ha Tang:
Efficient Depth Image Reconstruction using Accelerated Proximal Gradient Method. 1-6 - Thanh-Nga Nguyen, Duc-Dung Nguyen:
A New Convolutional Architecture for Vietnamese Car Plate Recognition. 7-12 - Tu Minh Phuong, Nguyen Ngoc Diep:
Speeding Up Convolutional Object Detection for Traffic Surveillance Videos. 13-18
Natural Language Processing and Text Mining
- Kiet Van Nguyen
UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis. 19-24 - Huy-Thanh Nguyen, Minh-Le Nguyen:
Effective Attention Networks for Aspect-level Sentiment Classification. 25-30 - Minh-Tien Nguyen
Learning to Estimate the Importance of Sentences for Multi-Document Summarization. 31-36
Computer Vision and Pattern Recognition
- Khoa Pho, Takafumi Hirase, Muhamad Kamal Mohammed Amin, Atsuo Yoshitaka:
Protozoa Identification using 3D Geometric Multiple Color Channel Local Feature. 37-42 - Tien-Nam Nguyen, Dinh-Tan Pham
Novel Skeleton-based Action Recognition Using Covariance Descriptors on Most Informative Joints. 50-55 - Phuong Thi Nha, Ta Minh Thanh, Ngoc-Tu Huynh:
An improved QR decomposition for color image watermarking. 56-60
Natural Language Processing and Text Mining
- Tuan-An Dao
Building a Named Entity Annotated Bilingual English-Vietnamese Corpus. 61-66 - Nguyen Thi Thanh Thuy, Ngo Xuan Bach, Tu Minh Phuong:
Cross-Language Aspect Extraction for Opinion Mining. 67-72 - Zhen Yang, Laifu Chen, Minh Le Nguyen:
Regularizing Forward and Backward Decoding to Improve Neural Machine Translation. 73-78 - Anh-Cuong Le, Tuan-Phong Nguyen
Integrating Word Embeddings into IBM Word Alignment Models. 79-84 - Minh-Tien Nguyen
Towards State-of-the-art Baselines for Vietnamese Multi-document Summarization. 85-90
Knowledge Discovery and Data Mining
- Thuc Nguyen, Phuc Do:
Discovering Topic Evolution in Heterogeneous Bibliographic Network. 91-96 - Chutimol Kramakum, Thanawin Rakthanmanon, Kitsana Waiyamai:
Information gain Aggregation-based Approach for Time Series Shapelets Discovery. 97-101 - Phuc Do, Phu Pham:
W-PathSim++: the novel approach of topic-driven similarity search in large-scaled heterogeneous network with the support of Spark-based DataLog. 102-106 - Cao-Phi Tran, Duc-Khanh Tran:
Anomaly Detection in POSTFIX mail log using Principal Component Analysis. 107-112 - Trung Phan Hong, Phuc Do:
Combining Apache Spark & OrientDb to Find the Influence of a Scientific Paper in a Citation Network. 113-117
Knowledge, Data, and Soft Computing
- Juntao Fei, Di Cao:
Adaptive Fractional Terminal Sliding Mode Controller for Active Power Filter Using Fuzzy-Neural-Network. 118-122 - Truc D. T. Nguyen
An Improved Human Activity Recognition by Using Genetic Algorithm to Optimize Feature Vector. 123-128 - Tuan-Linh Nguyen, Tuan-Anh Le, Cuong Pham:
The Internet-of-Things based Fall Detection Using Fusion Feature. 129-134 - Minh-Chuong Huynh, Trung-Hieu Nguyen, Minh-Triet Tran
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement. 135-140 - Long Nguyen, Dinh Nguyen Duc:
A combination of geometric buffer technique and ray based interactive methods for multi-objective evolutionary algorithms. 141-145 - Nhung Cao
Compositions of Partial Fuzzy Relations Employing the Lower Estimation Approach. 146-151 - Thu Nguyen, Khang Tran, Hung Nguyen
Towards Thermal Region of Interest for Human Emotion Estimation. 152-157 - Tran Van Long:
ArcViz: An Extended Radial Visualization for Classes Separation of High Dimensional Data. 158-162
Learning, Prediction, and Recognition
- Trung-Kien Vu, Quoc-Long Tran:
Robust Loss Functions: Defense Mechanisms for Deep Architectures. 163-168 - Ha-Nguyen Thanh, Quan Dang Dinh, Quang-Anh Tran:
Predicting user's action on emails: improvement with ham rules and real-world dataset. 169-174 - Akshi Kumar
Genre Classification using Feature Extraction and Deep Learning Techniques. 175-180 - Huy-Tien Nguyen
A Deep Learning Study of Aspect Similarity Recognition. 181-186
Poster Session
- Binh Duc Nguyen, Kiet Van Nguyen
LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese. 187-192 - Ta Minh Thanh, Nguyen Huu Thuy, Ngoc-Tu Huynh:
Key-value based data hiding method for NoSQL database. 193-197 - An-Vinh Luong, Diep Nguyen, Dien Dinh:
A New Formula for Vietnamese Text Readability Assessment. 198-202 - Van-Hung Le, Hai Vu
A Comparative Study on Detection and Estimation of a 3-D Object Model in a Complex Scene. 203-208 - Van Pham Hoai, Loc Nguyen Tan, Quoc Phan Phu, Trung Mai Duc, Tho Quan Thanh:
Finding Babies on Social Media: A Case of Named Entity Recognition in Vietnamese Documents. 209-215 - Truong Phuc Anh, Tien-Dung Mai:
Combining Deep Feature and Handcrafted Features for Material Classification. 219-224 - Tan Luong Van, Ngoc Khoa Dang, Xuan Nam Doan, Trung Hieu Truong, Ho Nhut Minh:
Adaptive Fuzzy Logic Control to Enhance Pitch Angle Controller for Variable-Speed Wind Turbines. 225-229
Machine Learning - Methods and Applications
- Hoang-Vu Dang:
Feature normalization for similarity calculations in matrix factorization method. 230-235 - Thanh Huy Ly, Song Toan Do, Thi Thanh Sang Nguyen:
Ontology-based Recommender System for the Million Song Dataset Challenge. 236-241 - Thu Le Kim, Cuong Cao Dang, Le Sy Vinh:
Building a Specific Amino Acid Substitution Model for Dengue Viruses. 242-246 - Tan Duy Le
Comparison of the Most Influential Missing Data Imputation Algorithms for Healthcare. 247-251
Software Engineering
- Chu Thi Minh Hue, Duc-Hanh Dang
A Transformation-Based Method for Test Case Automatic Generation from Use Cases. 252-257 - Ngoc-Tho Huynh
Building Adaptive Software Architectures with Useful and Available Elements for Adaptation. 258-263 - Thi-Hanh Nguyen, Duc-Hanh Dang:
An approach for testing model transformations. 264-269 - Hoang-Viet Tran, Pham Ngoc Hung, Dang Van Hung:
On Improvement of Assume-Guarantee Verification Method for Timed Component-Based Software. 270-275
Special Session #1: Intelligent Software and Knowledge Representation
- Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau:
A Novel Method for Time Series Anomaly Detection based on Segmentation and Clustering. 276-281 - Pham Van Ha, Nguyen Thi Nhat Thanh, Bui Quang Hung, Pascal Klein, Astrid Jourdan
Assessment of georeferencing methods on MODIS Terra/Aqua and VIIRS NPP satellite images in Vietnam. 282-287 - Hien D. Nguyen
Criteria of a Knowledge model for an Intelligent Problems Solver in Education. 288-293 - Bui Cong Cuong, Nghiem T. Lich, Dinh T. Ha
Combining Fuzzy Set - Simple Additive Weight and Comparing With Grey Relational Analysis For Student's Competency Assessment In The Industrial 4.0. 294-299 - Phat Nguyen Kieu, Hai Son Tran, Thai Hoang Le
Applying Multi-CNNs model for detecting abnormal problem on chest x-ray images. 300-305
Special Session #3: Deep Learning and Applications to Language Processing
- Vu Duc Nguyen
Variants of Long Short-Term Memory for Sentiment Analysis on Vietnamese Students' Feedback Corpus. 306-311 - Khac Phong Do, Le-Minh Nguyen:
A study on integrating distinct classifiers with bidirectional LSTM for Slot Filling task. 312-317 - Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen:
Combining Advanced Methods in Japanese-Vietnamese Neural Machine Translation. 318-322 - Hy Nguyen, Kiyoaki Shirai:
A Joint Model of Term Extraction and Polarity Classification for Aspect-based Sentiment Analysis. 323-328 - Vu D. Tran
Encoding Local Contexts of Sentences with Convolutions on pq-Gram Representations of Dependency Trees. 329-334
Special Session #3: Deep Learning and Applications to Language Processing
- Quoc Bao Truong, Tan Kiet Nguyen Thanh, Minh Triet Nguyen, Quoc Dinh Truong, Hiep Xuan Huynh:
Shallow and Deep Learning Architecture for Pests Identification on Pomelo Leaf. 335-340 - Bui Van Tan, Nguyen Phuong Thai, Nguyen Minh Thuan:
Enhancing Performance of Lexical Entailment Recognition for Vietnamese based on Exploiting Lexical Structure Features. 341-346 - Bui Thanh Hung
Vietnamese Diacritics Restoration Using Deep Learning Approach. 347-351 - Thanh H. Nguyen, Phuc H. Le, Dien Dinh:
Deep Learning in Cross-Lingual English-Vietnamese Sentiment Classification. 352-357 - Ngoc Quoc Ly
Enhanced Fashion Attribute Learning Framework adapts to Attributes' inner-group Correlations and Imbalanced Data. 358-363
Special Session #4: Cyber Security Threats and Countermeasures
- Truong Son Pham, Tuan Hao Hoang
Modeling The Causes Of Terrorism From Media News: An Innovative Framework Connecting Impactful Events With Terror Incidents. 364-369 - Van Canh Vu, Tuan Hao Hoang
Detect Wi-Fi Network Attacks Using Parallel Genetic Programming. 370-375 - Duy-Hien Vu, The-Dung Luong
An Efficient Approach for Electronic Voting Scheme without An Authenticated Channel. 376-381 - Khanh Duy Tung Nguyen, Tran Minh Tuan, Son Hai Le, Viet-Anh Phan, Mizuhito Ogawa, Le Minh Nguyen:
Comparison of Three Deep Learning-based Approaches for IoT Malware Detection. 382-388
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