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ORCID14th ACIIDS 2022: Ho Chi Minh City, Vietnam - Part I
- Ngoc Thanh Nguyen
, Tien Khoa Tran, Ualsher Tukeyev, Tzung-Pei Hong, Bogdan Trawinski, Edward Szczerbicki:
Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13757, Springer 2022, ISBN 978-3-031-21742-5
Advanced Data Mining Techniques and Applications
- Dennis Assenmacher, Heike Trautmann:
Textual One-Pass Stream Clustering with Automated Distance Threshold Adaption. 3-16 - Chun-Hao Chen, Yu-Qi Huang, Tzung-Pei Hong:
Using GPUs to Speed Up Genetic-Fuzzy Data Mining with Evaluation on All Large Itemsets. 17-26 - Azhar Mohammed, Dang Nguyen, Bao Duong, Thin Nguyen:
Efficient Classification with Counterfactual Reasoning and Active Learning. 27-38 - Chia-Hao Tu, Eric Hsueh-Chan Lu:
Visual Localization Based on Deep Learning - Take Southern Branch of the National Palace Museum for Example. 39-50 - Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen:
SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System. 51-63 - Lam B. Q. Nguyen, Ngoc-Thao Le, Hung Son Nguyen, Tri Pham, Bay Vo:
Frequent Closed Subgraph Mining: A Multi-thread Approach. 64-77
Decision Support and Control Systems
- Christine Dewi, Rung-Ching Chen:
Complement Naive Bayes Classifier for Sentiment Analysis of Internet Movie Database. 81-93 - Przemyslaw Juszczuk, Jan Kozak:
Portfolio Investments in the Forex Market. 94-105 - Albert Sledzianowski, Jerzy Pawel Nowacki, Andrzej W. Przybyszewski, Krzysztof Urbanowicz:
Detecting True and Declarative Facial Emotions by Changes in Nonlinear Dynamics of Eye Movements. 106-116 - Juraj Machaj, Peter Brida:
Impact of Radiomap Interpolation on Accuracy of Fingerprinting Algorithms. 117-128 - Andrzej W. Przybyszewski, Kamila Bojakowska, Jerzy Pawel Nowacki, Aldona Drabik:
Rough Set Rules (RSR) Predominantly Based on Cognitive Tests Can Predict Alzheimer's Related Dementia. 129-141 - Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning. 142-155 - Piotr Porwik, Tomasz Orczyk, Rafal Doroz:
A Stable Method for Detecting Driver Maneuvers Using a Rule Classifier. 156-165
Deep Learning Models
- Manuel Méndez, Carlos Montero, Manuel Núñez:
Using Deep Transformer Based Models to Predict Ozone Levels. 169-182 - Waleed Bin Shahid, Baber Aslam, Haider Abbas, Hammad Afzal, Imran Rashid:
An Ensemble Based Deep Learning Framework to Detect and Deceive XSS and SQL Injection Attacks. 183-195 - Abdulaziz Anorboev, Javokhir Musaev, Jeongkyu Hong, Ngoc Thanh Nguyen, Dosam Hwang:
An Image Pixel Interval Power (IPIP) Method Using Deep Learning Classification Models. 196-208 - Bao-Long Nguyen, Tat Cuong Cao, Bac Le:
Meta-learning and Personalization Layer in Federated Learning. 209-221 - Javokhir Musaev, Abdulaziz Anorboev, Huyen Trang Phan, Dosam Hwang:
ETop3PPE: EPOCh's Top-Three Prediction Probability Ensemble Method for Deep Learning Classification Models. 222-233 - Thanh Le, Nam Le, Bac Le:
Embedding Model with Attention over Convolution Kernels and Dynamic Mapping Matrix for Link Prediction. 234-246 - Jakub Deren, Michal Wozniak:
Employing Generative Adversarial Network in COVID-19 Diagnosis. 247-258 - Jade Eva Guisiano, Raja Chiky, Jonathas De Mello:
SDG-Meter: A Deep Learning Based Tool for Automatic Text Classification of the Sustainable Development Goals. 259-271 - Tin Trung Thai, Synh Viet-Uyen Ha, Thong Duy-Minh Nguyen, Huy Dinh-Anh Le, Nhat Minh Chung, Quang Qui-Vinh Nguyen, Vuong Ai Nguyen:
The Combination of Background Subtraction and Convolutional Neural Network for Product Recognition. 272-284 - Franck Leprévost, Ali Osman Topal, Elmir Avdusinovic, Raluca Chitic:
Strategy and Feasibility Study for the Construction of High Resolution Images Adversarial Against Convolutional Neural Networks. 285-298 - Manuel Méndez, Alfredo Ibias, Manuel Núñez:
Using Deep Learning to Detect Anomalies in Traffic Flow. 299-312 - Noha Nekamiche, Chahnez Zakaria, Sarra Bouchareb, Kamel Smaïli:
A Deep Convolution Generative Adversarial Network for the Production of Images of Human Faces. 313-326 - Niken Prasasti Martono, Toru Nishiguchi, Hayato Ohwada:
ECG Signal Classification Using Recurrence Plot-Based Approach and Deep Learning for Arrhythmia Prediction. 327-335
Internet of Things and Sensor Networks
- Aulia Arif Wardana, Grzegorz Kolaczek, Parman Sukarno:
Collaborative Intrusion Detection System for Internet of Things Using Distributed Ledger Technology: A Survey on Challenges and Opportunities. 339-350 - Andras Ferenczi, Costin Badica:
An Implementation of Depth-First and Breadth-First Search Algorithms for Tip Selection in IOTA Distributed Ledger. 351-363 - Aishah Aseeri, Rui Zhang:
Locally Differentially Private Quantile Summary Aggregation in Wireless Sensor Networks. 364-376 - Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen:
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-Based Textual Knowledge Source. 377-389 - Simon Tobias Lund, Jørgen Villadsen:
On Verified Automated Reasoning in Propositional Logic. 390-402 - Thanh Le, Tuan Tran, Bac Le:
Embedding and Integrating Literals to the HypER Model for Link Prediction on Knowledge Graphs. 403-415 - Linh Viet Le, Tho Thi Ngoc Le:
A Semantic-Based Approach for Keyphrase Extraction from Vietnamese Documents Using Thematic Vector. 416-427 - Thanh Le, Chi Tran, Bac Le:
Mixed Multi-relational Representation Learning for Low-Dimensional Knowledge Graph Embedding. 428-441 - Minh-Phuong Nguyen, Thi-Thu-Trang Nguyen, Vu D. Tran, Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh:
Learning to Map the GDPR to Logic Representation on DAPRECO-KB. 442-454 - Nguyen Thi Dinh, Thanh The Van, Thanh Manh Le:
Semantic Relationship-Based Image Retrieval Using KD-Tree Structure. 455-468 - Syed Uddin, Mikolaj Leszczuk, Michal Grega:
Preliminary Study on Video Codec Optimization Using VMAF. 469-480 - Le Thi Vinh Thanh, Thanh The Van, Thanh Manh Le:
Semantic-Based Image Retrieval Using RS-Tree and Knowledge Graph. 481-495 - Sameera Basit, Yuichi Goto:
An Extension of Reciprocal Logic for Trust Reasoning: A Case Study in PKI. 496-506 - Artur Basiura, Leszek Kotulski, Dominik Ziembinski:
Common Graph Representation of Different XBRL Taxonomies. 507-515
Natural Language Processing
- Dina Oralbekova, Orken Mamyrbayev, Mohamed Othman, Keylan Alimhan, Bagashar Zhumazhanov, Bulbul Nuranbayeva:
Development of CRF and CTC Based End-To-End Kazakh Speech Recognition System. 519-531 - Ayesha Ayub Syed, Ford Lumban Gaol, Alfred Boediman, Tokuro Matsuo, Widodo Budiharto:
A Survey of Abstractive Text Summarization Utilising Pretrained Language Models. 532-544 - Trung Hieu Ngo, Ham Duong Tran, Tin Huynh, Kiem Hoang:
A Combination of BERT and Transformer for Vietnamese Spelling Correction. 545-558 - Nguyen Vu, Kiet Van Nguyen:
Enhancing Vietnamese Question Generation with Reinforcement Learning. 559-570 - Viet-Trung Tran, Hai-Nam Cao, Tuan-Dung Cao:
A Practical Method for Occupational Skills Detection in Vietnamese Job Listings. 571-581 - Tuan Anh Phan, Ngoc Dung Nguyen, Huong Le Thanh, Khac-Hoai Nam Bui:
Neural Inverse Text Normalization with Numerical Recognition for Low Resource Scenarios. 582-594 - Co Van Dinh, Son T. Luu, Anh Gia-Tuan Nguyen:
Detecting Spam Reviews on Vietnamese E-Commerce Websites. 595-607 - Cam-Van Nguyen Thi, Thanh-Toan Vuong, Duc-Trong Le, Quang-Thuy Ha:
v3MFND: A Deep Multi-domain Multimodal Fake News Detection Model for Vietnamese. 608-620
Social Networks and Recommender Systems
- Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Yannis Manolopoulos:
Fast and Accurate Evaluation of Collaborative Filtering Recommendation Algorithms. 623-634 - Tin T. Tran, Václav Snásel:
Improvement Graph Convolution Collaborative Filtering with Weighted Addition Input. 635-647 - Cuong Manh Nguyen, Ngo Xuan Bach, Tu Minh Phuong:
Combining User Specific and Global News Features for Neural News Recommendation. 648-660 - Zakaria El-Moutaouakkil, Mohamed Lechiakh, Alexandre Maurer:
Polarization in Personalized Recommendations: Balancing Safety and Accuracy. 661-674 - Minh Tam Pham, Thanh Dat Hoang, Minh Hieu Nguyen, Viet Hung Vu, Thanh Trung Huynh, Quyet-Thang Huynh:
Social Multi-role Discovering with Hypergraph Embedding for Location-Based Social Networks. 675-687 - Veslava Osinska, Konrad Poreba, Grzegorz Osinski, Brett Buttliere:
Multimedia Application for Analyzing Interdisciplinary Scientific Collaboration. 688-700 - Dariusz Król, Zuzanna Zborowska, Pawel Ropa, Lukasz Kincel:
CORDIS Partner Matching Algorithm for Recommender Systems. 701-715
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