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Machine Learning and Principles and Practice of Knowledge Discovery in Databases [E-Book] : International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I /
Table of Contents: ... -- Interpretable and Reliable Rule Classification based on Conformal Prediction -- Measuring the Burden of (Un)fairness Using Counterfactuals -- Are SHAP values biased towards high-entropy features? -- Simple explanations to summarise Subgroup Discovery outcomes: a case...

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Image and Graphics [E-Book] : 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part V /
Dong, Jing
2023
Table of Contents: ... Tongue Image Segmentation based on Deep Adversarial Networks and Entropy Minimization -- Residual Inter-slice Feature Learning for 3D Organ Segmentation -- Color and Multispectral Processing: A Cross-paired Wavelet Based Spatiotemporal Fusion Network...

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Recent Challenges in Intelligent Information and Database Systems [E-Book] : 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings /
Table of Contents: ...Music Emotion Recognition Based on Term Frequency and Pattern Entropy -- Risk Assessment of Acute Kidney Disease and Chronic Kidney Disease for in-Hospital Patients with Acute Kidney Injury -- A multi-label classification framework using the covering...

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Artificial Intelligence and Robotics [E-Book] : 7th International Symposium, ISAIR 2022, Shanghai, China, October 21-23, 2022, Proceedings, Part II /
Lu, Huimin
2022
Table of Contents: ... -- Lightweight 3D Point Cloud Classification Network -- Unsupervised Domain Adaptive Image Semantic Segmentation Based on Convolutional Fine-grained Discriminant and Entropy Minimization -- Ensemble of Classification and Matching Models with Alpha-Refine for UAV...

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Data Mining and Big Data [E-Book] : 7th International Conference, DMBD 2022, Beijing, China, November 21-24, 2022, Proceedings, Part I /
Shi, Yuhui
2022
Table of Contents: ... -- Non-Local Graph Aggregation for Diversified Stock Recommendation -- Novel Sentiment Analysis from Twitter for Stock Change Prediction -- A Novel Investment Strategy for Mixed Asset Allocation Based on Entropy-based Time Series Prediction -- The Framework...

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Artificial Intelligence [E-Book] : Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part III /
Fang, Lu
2022
Table of Contents: ... on Kernel Entropy Component Analysis and Information Gain -- Second-Order Global Attention Networks for Graph Classification and Regression -- Aero-Engine Remaining Useful Life Prediction Via Tensor Decomposition Method -- FIGCI: Flow-Based Information-Geometric...

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Pattern Recognition and Computer Vision [E-Book] : 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part IV /
Table of Contents: ... Generation -- Learning Key Actors and Their Interactions for Group Activity Recognition -- Attributed Non-negative Matrix Multi-Factorization for Data Representation -- Improved Categorical Cross-Entropy Loss for Training Deep Neural Networks with Noisy Labels...

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