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ORCIDVietnam Journal of Computer Science, Volume 10
Volume 10, Number 1, February 2023
- Mateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras:
The Application of Deep Learning Imputation and Other Advanced Methods for Handling Missing Values in Network Intrusion Detection. 1-23 - Khac-Hoai Nam Bui
, Ngoc Dung Nguyen, Hongsuk Yi:
Dynamic Spatial Transformer WaveNet Network for Traffic Forecasting. 25-38 - Silvestre Carvalho, Elsa Ferreira Gomes:
Automatic Classification of Bird Sounds: Using MFCC and Mel Spectrogram Features with Deep Learning. 39-54 - Vu-Thu-Nguyet Pham, Quang-Chung Nguyen, Quang-Vu Nguyen:
Chest X-Rays Abnormalities Localization and Classification Using an Ensemble Framework of Deep Convolutional Neural Networks. 55-73 - Viet-Duc Le, Van-Nam Hoang, Tien-Thanh Nguyen, Van-Hung Le, Thanh-Hai Tran, Hai Vu, Thi-Lan Le:
Hand Activity Recognition From Automatic Estimated Egocentric Skeletons Combining Slow Fast and Graphical Neural Networks. 75-100 - Nguyen Hai Chau, Masatoshi Kubo, Le Viet Hai, Tomoyuki Yamamoto:
Support Vector Machine-Based Phase Prediction of Multi-Principal Element Alloys. 101-116
Volume 10, Number 2, May 2023
- Ranju Mandal, Jinyan Chen, Susanne Becken, Bela Stantic:
Tweets Topic Classification and Sentiment Analysis Based on Transformer-Based Language Models. 117-134 - Jianwei Zhang, Lin Li, Shinsuke Nakajima:
Constructing Japanese Bullying Expression Dictionary for Automated Cyberbullying Detection on Twitter. 135-158 - Niranjan Kumar, K. V. Pallavi, Bhagyashri R. Hanji:
Personalized Travel Recommendation System Using Average Cumulative Rating Matrix Factorization Technique: Concept and Framework. 159-195 - Phu Pham, Hieu Le, Nguyen Thanh Tam, Quang Dieu Tran:
A Graph-Based Topic Modeling Approach to Detection of Irrelevant Citations. 197-216 - Thanh-Hai Tran, Danh-Huy Vu, Duc Huy Tran, Khanh Linh Do, Phuong-Dung Nguyen, Van Tuan Nguyen, Long-Thuy Nguyen, Nguyen Khang Ho, Hai Vu, Viet Hang Dao:
DCS-UNet: Dual-Path Framework for Segmentation of Reflux Esophagitis Lesions from Endoscopic Images with U-Net-Based Segmentation and Color/Texture Analysis. 217-242 - Thu-Hien Le, Hoang-Nhat Tran, Phuong-Dung Nguyen, Hong-Quan Nguyen, Thuy-Binh Nguyen, Thanh-Hai Tran, Hai Vu, Thi-Thao Tran, Thi-Lan Le:
Spatial and Temporal Hand-Raising Recognition from Classroom Videos Using Locality, Relative Position-Aware Non-Local Networks and Hand Tracking. 243-271
Volume 10, Number 3, August 2023
- Tulika Kumari, Ravish Sharma, Bhavna Gupta, Punam Bedi:
Generating Popularity-Aware Reciprocal Recommendations Using Siamese Bi-Directional Gated Recurrent Units Network. 273-301 - Muhammed Maruf Öztürk:
Hyperparameter Optimization of a Parallelized LSTM for Time Series Prediction. 303-328 - Mahmud Hasan, Labiba Islam, Ismat Jahan, Sabrina Mannan Meem, Rashedur M. Rahman:
Natural Language Processing and Sentiment Analysis on Bangla Social Media Comments on Russia-Ukraine War Using Transformers. 329-356 - Thi-Thiet Pham, Thuy-Duong Thi Vu, Tai-Du Nguyen, Bao Huynh, Trang Van:
Mining Weighted Sequential Patterns Based on Prefix-Tree and Prism Encoding. 357-372 - Martin Tabakov, Krzysztof Galus, Artur Zawisza, Adam R. Chlopowiec, Adrian B. Chlopowiec, Konrad Karanowski:
Synthetic Data Generation for Morphological Analyses of Histopathology Images with Deep Learning Models. 373-389 - Youssra Zahidi, Yassine Al-Amrani, Yacine El Younoussi:
Improving Arabic Sentiment Analysis Using LSTM Based on Word Embedding Models. 391-407
Volume 10, Number 4, November 2023
- Van Hieu Bui, Huyen Trang Phan:
The Computational Complexity of Hierarchical Clustering Algorithms for Community Detection: A Review. 409-431 - Kristian Skracic, Juraj Petrovic, Predrag Pale:
Classification of Low- and High-Entropy File Fragments Using Randomness Measures and Discrete Fourier Transform Coefficients. 433-462 - Dang Van Pham, Bao Khang Nguyen:
A Visual Analytics Approach Applying for Discovering Knowledge from Multivariate Datasets of Stakeholders Feedback in the University. 463-483 - Christine Dewi, Rung-Ching Chen, Henoch Juli Christanto, Francesco Cauteruccio:
Multinomial Naïve Bayes Classifier for Sentiment Analysis of Internet Movie Database. 485-498 - Hai Thanh Nguyen, My N. Nguyen, Phung Duong Linh, Linh Thuy Thi Pham:
Anomalies Detection in Chest X-Rays Images Using Faster R-CNN and YOLO. 499-515 - Falguni Roy, Mahamudul Hasan:
An Item-Item Collaborative Filtering Recommender System Based on Item Reviews: An Approach with Deep Learning. 517-536 - Jaroslaw Bernacki, Rafal Scherer:
Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks. 537-555 - Author Index Volume 10 (2023). 557-560
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