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IUKM 2023: Kanazawa, Japan - Part II
- Katsuhiro Honda
, Bac Le
Integrated Uncertainty in Knowledge Modelling and Decision Making - 10th International Symposium, IUKM 2023, Kanazawa, Japan, November 2-4, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14376, Springer 2023, ISBN 978-3-031-46780-6
Machine Learning
- Vu-Linh Nguyen
Inference Problem in Probabilistic Multi-label Classification. 3-14 - Katsuhiro Honda
A Federated Learning Model for Linear Fuzzy Clustering with Least Square Criterion. 15-24 - Fatemeh Sadjadi
Joint Multiple Efficient Neighbors and Graph Learning for Multi-view Clustering. 25-36 - Yoshifumi Kusunoki
Maximum-Margin Nearest Prototype Classifiers with the Sum-over-Others Loss Function and a Performance Evaluation. 37-46 - Kenta Nakaniwa, Tomoya Matsuki, Makishi Iguchi, Akira Notsu, Katsuhiro Honda:
Predicting Stock Price Fluctuations Considering the Sunny Effect. 47-54 - Yuichi Kato, Tetsuro Saeki:
Proposal of a New Classification Method Using Rule Table and Its Consideration. 55-66 - Thanh Vu, Huy Ngo, Ngoc-Trung Nguyen, Ngoc-Thanh Le:
TouriER: Temporal Knowledge Graph Completion by Leveraging Fourier Transforms. 67-78 - Rudolf Felix:
Machine Learned KPI Goal Preferences for Explainable AI based Production Sequencing. 79-90 - Zhipeng Zhang, Yuhang Zhang, Tianyang Hao, Zuoqing Li, Yao Zhang, Masahiro Inuiguchi:
Unearthing Undiscovered Interests: Knowledge Enhanced Representation Aggregation for Long-Tail Recommendation. 91-103 - Anand Nayyar, Nhu Gia Nguyen
A Novel Methodology for Real-Time Face Mask Detection Using PSO Optimized CNN Technique. 104-116 - Panisara Kanjanarut, Warut Pannakkong, Sun Olapiriyakul, Nuttapong Sanglerdsinlapachai, Shoichi Hasegawa:
A Computer Vision-Based Framework for Behavior Monitoring and Estrus Detection Through Dynamic Behavioral Analysis. 117-128 - Jittarin Chaivong
Information Fusion for Enhancing Presentation Attack Detection in Iris Recognition. 129-140 - Oranus Kotsuwan
Score-Level Fusion Based on Classification Tree for Improving Iris Verification Systems. 141-152 - Hai V. Duong, Lam Hoang, Bac Le:
Controlling LIME Kernel Width to Achieve Comprehensible Explanations on Tabular Data. 153-164
Pattern Classification and Data Analysis
- Thanakon Augsondit
Rockfall Isolation Technique Based on DC-DBSCAN with k-Means Clustering and k-Nearest Neighbors Algorithm. 167-178 - Yukihiro Hamasuna, Yoshitomo Mori:
A Novel Noise Clustering Based on Local Outlier Factor. 179-191 - Tomoki Nomura, Yuchi Kanzawa
On Some Fuzzy Clustering Algorithms Based on Series Models. 192-204 - Yuto Suzuki, Yuchi Kanzawa
On Some Fuzzy Clustering for Series Data. 205-217 - Seiki Ubukata
Collaborative Filtering Based on Rough C-Means Clustering with Missing Value Processing. 218-229 - Seiki Ubukata
Collaborative Filtering Based on Probabilistic Rough Set C-Means Clustering. 230-242 - Farukh Hamza, Ping-Yu Hsu, Wan-Yu Yang, Ming-Shien Cheng, Yu-Chun Chen:
Identifying Topics on Social Impact from S&P1500 CSR/ESG Reports. 243-254 - Hiroshi Sakai, Michinori Nakata:
Descriptor-Based Information Systems and Rule Learning from Different Types of Data Sets with Uncertainty. 255-266 - Hai V. Duong
MFG-HUI: An Efficient Algorithm for Mining Frequent Generators of High Utility Itemsets. 267-280 - Takumi Kato
Negative Sentiments Make Review Sentences Longer: Evidence from Japanese Hotel Review Sites. 281-293 - Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara:
Extending Kryszkiewicz's Formula of Missing Values in Terms of Lipski's Approach. 294-305 - Sun Olapiriyakul
Sustainable Perishable Food Distribution: Fresh Consumption and Waste Justice. 306-318
Security and Privacy in Machine Learning
- Anh-Tu Tran, The Dung Luong, Xuan Sang Pham:
A Novel Privacy-Preserving Federated Learning Model Based on Secure Multi-party Computation. 321-333 - Van Vu-Thi, Dung Luong-The:
An Elliptic Curve-Based Privacy-Preserving Recommender System. 334-345 - Phi Ho Truong, Duy Trung Pham:
A Method Against Adversarial Attacks to Enhance the Robustness of Deep Learning Models. 346-357 - Pham Nhat Minh, Chiro Hiro, Khuong Nguyen-An
Orand - A Fast, Publicly Verifiable, Scalable Decentralized Random Number Generator Based on Distributed Verifiable Random Functions. 358-372
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