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34th IEA/AIE 2021: Kuala Lumpur, Malaysia - Part I
- Hamido Fujita
, Ali Selamat
Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12798, Springer 2021, ISBN 978-3-030-79456-9
Knowledge Discovery and Pattern Mining
- Xiangyu Liu, Xinzheng Niu, Jieliang Kuang, Shenghan Yang, Pengpeng Liu:
Fast Mining of Top-k Frequent Balanced Association Rules. 3-14 - Robert Kunicki
Towards Increasing Open Data Adoption Through Stream Data Integration and Imputation. 15-27 - Penugonda Ravikumar, Likhitha Palla, Rage Uday Kiran, Yutaka Watanobe, Koji Zettsu:
Towards Efficient Discovery of Periodic-Frequent Patterns in Columnar Temporal Databases. 28-40 - Haritha Jayasinghe
Data-Driven Simulation of Ride-Hailing Services Using Imitation and Reinforcement Learning. 41-52 - Sai Chithra Bommisetty, Penugonda Ravikumar, Rage Uday Kiran, Minh-Son Dao, Koji Zettsu:
Discovering Spatial High Utility Itemsets in High-Dimensional Spatiotemporal Databases. 53-65 - Tzung-Pei Hong
A Single-Stage Tree-Structure-Based Approach to Determine Fuzzy Average-Utility Itemsets. 66-72 - Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger:
Mining Episode Rules from Event Sequences Under Non-overlapping Frequency. 73-85 - Sumalatha Saleti
Distributed Mining of High Utility Time Interval Sequential Patterns with Multiple Minimum Utility Thresholds. 86-97
Artificial Intelligence and Machine Learning
- Jivitesh Sharma
Emergency Analysis: Multitask Learning with Deep Convolutional Neural Networks for Fire Emergency Scene Parsing. 101-112 - Ryoichi Nakajo, Tetsuya Ogata:
Comparison of Consolidation Methods for Predictive Learning of Time Series. 113-120 - Hassen Louati
Evolutionary Optimization of Convolutional Neural Network Architecture Design for Thoracic X-Ray Image Classification. 121-132 - Andrew Chester, Yun Sing Koh
Understanding the Effects of Mitigation on De-identified Data. 133-144 - Kosuke Honda
Combining Siamese Network and Correlation Filter for Complementary Object Tracking. 145-157 - Christian D. Blakely, Ole-Christoffer Granmo
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines. 158-172 - Saeed Rahimi Gorji
Explainable Reinforcement Learning with the Tsetlin Machine. 173-187
Sematic, Topology, and Ontology Models
- Iker Esnaola-Gonzalez
Semantic Technologies Towards Missing Values Imputation. 191-196 - Jianshen Zhu
An Improved Integer Programming Formulation for Inferring Chemical Compounds with Prescribed Topological Structures. 197-209 - Atsushi Oba, Incheon Paik, Ayato Kuwana:
Automatic Classification for Ontology Generation by Pretrained Language Model. 210-221 - Waad Almasri
Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion. 222-234 - Barbara Strug
Computational Ontology and BIM Technology in Data-Driven Indoor Route Planning. 235-242 - Armando Stellato
Collaborative Maintenance of EDOAL Alignments in VocBench. 243-254 - Rahma Dandan
DIKG2: A Semantic Data Integration Approach for Knowledge Graphs Generation from Web Forms. 255-260 - Tung T. Phan, Vinh Q. Pham, Hien D. Nguyen
Ontology-Based Resume Searching System for Job Applicants in Information Technology. 261-273 - Marcin Jodlowiec
An Approach to Expressing Metamodels' Semantics in a Concept System. 274-282
Medical and Health-Related Applications
- Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila:
Birth-Death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications. 285-296 - Radiah Haque
Intelligent Asthma Self-management System for Personalised Weather-Based Healthcare Using Machine Learning. 297-308 - Fadoua Khennou
Deep Forecasting of COVID-19: Canadian Case Study. 309-315 - M. Saqib Nawaz
COVID-19 Genome Analysis Using Alignment-Free Methods. 316-328 - Mohamed Chetoui
Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images. 329-340 - Ben Sutter, Raymond Chiong
Predicting Psychological Distress from Ecological Factors: A Machine Learning Approach. 341-352
Graphic and Social Network Analysis
- Jaroslaw Wikarek
Configuration Model of Employee Competences in a Social Media Team. 355-368 - Marcin Jodlowiec
The Extended Graph Generalization as a Representation of the Metamodels' Extensional Layer. 369-382 - Amitabh Priyadarshi, Krzysztof J. Kochut:
WawPart: Workload-Aware Partitioning of Knowledge Graphs. 383-395 - Abdul Razaque
Analysis of Sentimental Behaviour over Social Data Using Machine Learning Algorithms. 396-412
Signal and Bioinformatic Processing
- Son T. Luu
A Large-Scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts. 415-426 - Dai Tho Dang
Determining 2-Optimality Consensus for DNA Structure. 427-438
Evolutionary Computation
- Anwar Ali Yahya, Yousef Asiri
Utilizing Center-Based Sampling Theory to Enhance Particle Swarm Classification of Textual Data. 441-446 - Nahla Ben Amor
Conditional Preference Networks - Refining Solution Orderings Beyond Pareto Dominance. 447-459 - Quan Minh Phan, Ngoc Hoang Luong
Enhancing Multi-objective Evolutionary Neural Architecture Search with Surrogate Models and Potential Point-Guided Local Searches. 460-472 - Tu Do, Ngoc Hoang Luong
Insightful and Practical Multi-objective Convolutional Neural Network Architecture Search with Evolutionary Algorithms. 473-479 - Eliska Svobodová
Method for Automatic Furniture Placement Based on Simulated Annealing and Genetic Algorithm. 480-491
Attack and Security
- Do Nguyet Quang
Recent Research on Phishing Detection Through Machine Learning Algorithm. 495-508 - Usman Ahmed, Jerry Chun-Wei Lin
A Transaction Classification Model of Federated Learning. 509-518 - Ibrahim Yilmaz, Mohamed Baza, Ramy Amer, Amar A. Rasheed, Fathi H. Amsaad, Rasha Morsi:
On the Assessment of Robustness of Telemedicine Applications against Adversarial Machine Learning Attacks. 519-529 - Enkhtur Tsogbaatar
A 1D-CNN Based Deep Learning for Detecting VSI-DDoS Attacks in IoT Applications. 530-543
Natural Language and Text Processing
- Hieu Tran, Cuong V. Dinh, Long Phan, Son Truong Nguyen:
Hierarchical Transformer Encoders for Vietnamese Spelling Correction. 547-556 - Samah Senbel:
Fast and Memory-Efficient TFIDF Calculation for Text Analysis of Large Datasets. 557-563 - Samar Hannachi, Fatma Najar, Koffi Eddy Ihou, Nizar Bouguila:
Collapsed Gibbs Sampling of Beta-Liouville Multinomial for Short Text Clustering. 564-571 - Luan Thanh Nguyen, Kiet Van Nguyen
Constructive and Toxic Speech Detection for Open-Domain Social Media Comments in Vietnamese. 572-583
Fuzzy Inference and Theory
- Nourelhouda Zerarka, Saoussen Bel Hadj Kacem
The Behaviour of the Product T-Norm in Combination with Several Implications in Fuzzy PID Controller. 587-597 - Quan Duong
Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach. 598-605
Sensor and Communication Networks
- Mariam Dedabrishvili, Besik Dundua, Natia Mamaiashvili:
Smartphone Sensor-Based Fall Detection Using Machine Learning Algorithms. 609-620 - Tao Huang, Lixiang Liu, Shuaijun Liu:
IPR-SN: Intelligent Packet Routing in Satellite Networks Based on Distributed Deep Reinforcement Learning. 621-632
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