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36th IEA/AIE 2023: Shanghai, China - Part I
- Hamido Fujita
, Yinglin Wang, Yanghua Xiao, Moonis Ali:
Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science 13925, Springer 2023, ISBN 978-3-031-36818-9
Classification and Case-Based Reasoning
- Fateh Boulmaiz, Patrick Reignier, Stéphane Ploix:
Reducing Reliance on Domain Knowledge in Case-Based Reasoning. 3-13 - Paolo Orrù, Barbara Pes
Feature Selection on Imbalanced Domains: A Stability-Based Analysis. 14-27 - Thuong H. T. Nguyen, Bao Le, Phuc Nguyen, Linh G. H. Tran, Thu Nguyen, Binh T. Nguyen:
Principal Components Analysis Based Imputation for Logistic Regression. 28-36 - Zhiwen Luo
A Selective Supervised Latent Beta-Liouville Allocation for Document Classification. 37-48 - Baohang Zhang
A Clustering Strategy-Based Evolutionary Algorithm for Feature Selection in Classification. 49-59 - Fateh Boulmaiz, Patrick Reignier, Stéphane Ploix
On Completeness-Aware Reasoning in Case-Based Reasoning. 60-73 - Fateh Boulmaiz, Patrick Reignier, Stéphane Ploix
Learning from Successes and Failures: An Exploration of a Case-Based Reasoning Technique. 74-87
Computer Vision
- Xing Wang, Pengfei Zeng, Zhaorui Cao, Guoliang Bu, Yongping Hao:
A Monocular Vision Ranging Method Related to Neural Networks. 91-101 - David García-Retuerta, Besik Dundua, Mariam Dedabrishvili:
PDAN Light: An Improved Attention Network for Action Detection. 102-114 - Xing Wu, Cheng-You Cai, Dong Zhu:
RSHN: Residual Stacked Hourglass Network for Multi-person Pose Estimation. 115-126 - Thanh-Hai Nguyen, Khanh K. Nguyen, Pham Thi-Ngoc-Diem, Tran Thanh Dien:
Clothing Detection and Classification with Fine-Tuned YOLO-Based Models. 127-132 - Vipul Chhabra, Rage Uday Kiran, Abinash Maharana, Juan Xiao, Krishna Reddy Polepalli, Ram Avtar, Yoshiko Ogawa, Makiko Ohtake:
A Novel Parallel Spatiotemporal Image Fusion Method for Predicting High-Resolution Satellite Images. 133-144 - An Cong Tran, Thuy Mong Nguyen-Thi, Nguyen Huu Van Long, Hai Thanh Nguyen:
A Transfer Learning-Based Approach for Rice Plant Disease Detection. 145-150 - Tao Li
Unsupervised Defogging for Rotary Kilns Image. 151-166 - Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen
A Robust Document Localization Solution with Segmentation and Clustering. 167-179
Decision Making
- José Ramón Trillo
A Group Decision-Making Method Based on Reciprocal Preference Relations Created from Sentiment Analysis. 183-194 - Sebastian Lakmayer, Mats Danielson
Automatically Generated Weight Methods for Human and Machine Decision-Making. 195-206 - Andrzej M. J. Skulimowski
Reconciling Inconsistent Preference Information in Group Multicriteria Decision Support with Reference Sets. 207-220
E-Learning
- Hien D. Nguyen, Hieu Hoang, Triet H. M. Nguyen, Khai Truong, Anh T. Huynh, Trong T. Le, Sang Vu:
A Design Method for an Intelligent Tutoring System with Algorithms Visualization. 223-234 - An Cong Tran, Duc-Thien Tran, Nguyen Thai-Nghe, Tran Thanh Dien
Course Recommendation Based on Graph Convolutional Neural Network. 235-240 - Muepu Mukendi Daniel, Yutaka Watanobe, Md. Mostafizer Rahman
Collaborative Filtering Based on Non-Negative Matrix Factorization for Programming Problem Recommendation. 241-250
Information Fusion
- Chengjie Zheng
MAF: Multimodal Auto Attention Fusion for Video Classification. 253-264 - Hainan Wang
Engineering Drawing Text Detection via Better Feature Fusion. 265-270 - Baining Xu
A Transformer Based Multimodal Fine-Fusion Model for False Information Detection. 271-277
Knowledge Graph and Link Prediction
- Felix Hamann
Domain-Specific Knowledge Graph Adaption with Industrial Text Data. 281-293 - Amalia Georgoudi, Nikolaos Stylianou
Towards Knowledge Graph Creation from Greek Governmental Documents. 294-299 - Dung V. Dang, Hien D. Nguyen, Quoc Hung Ngo, Vuong T. Pham, Diem Nguyen:
Information Retrieval from Legal Documents with Ontology and Graph Embeddings Approach. 300-312 - Wei Song
Recommendations Based on Reinforcement Learning and Knowledge Graph. 313-324 - Bingqing Liu, Xikun Huang:
Link-Aware Link Prediction over Temporal Graph by Pattern Recognition. 325-337
Machine Learning Theory
- Kunxiong Xu, Wentao Fan
Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder. 341-352 - Jie Zhang, Wentao Fan
Spiking Generative Networks in Lifelong Learning Environment. 353-364 - Chen Liang, Wentao Fan
A Contrastive Method for Continual Generalized Zero-Shot Learning. 365-376 - Sichi Zhou, Shouyu Liang, Qun Yang, Huafeng Zhou, Wei Jiang, Yubin He, Yingchen Li:
Active Learning Based Labeling Method for Fault Disposal Pre-plans. 377-382
Pattern Recognition
- Jing Zhang, Yixin Wang, Guiyan Wei:
Global Spatial Representation: EEG Correcting for Subject-Independent Emotion Recognition. 385-396 - Zhihua Xie, Xiaoyu Liu:
Micro-expression Recognition Based on Local Optical Flow Capsule Network. 397-406 - Takumi Fujimoto, Takayuki Ito
Emotion Prediction Based on Conversational Context and Commonsense Knowledge Graphs. 407-412
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