Subject (ZB): “...Mathematical statistics....”

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Table of Contents: “...1. Introduction to Data Science -- 2. Toolboxes for Data Scientists -- 3. Descriptive statistics -- 4. Statistical Inference -- 5. Supervised Learning -- 6. Regression Analysis -- 7. Unsupervised Learning -- 8. Network Analysis -- 9. Recommender Systems...”

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Table of Contents: “... in Brazilian Portuguese -- ECGAN: Self-supervised generative adversarial network for electrocardiography -- Data Analysis and Statistical Models -- Nation-wide ePrescription Data Reveals Landscape of Physicians and their Drug Prescribing Patterns in Slovenia...”

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Table of Contents: “... and Low-Cost Evaluation of Multi-Fidelity Scheduling Algorithms for Hyperparameter Optimization -- The Applicability of Federated Learning to Official Statistics -- Generating Wildfire Heat Maps with Twitter and BERT -- An urban simulator integrated with a...”

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Table of Contents: “... to processes (DEC2H 2022) -- Design-Time Support for Fragment-Based Case Management -- Process Mining meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement -- A Systematic Comparison of Case Management Languages...”

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Table of Contents: “... Speech -- Novel Topic Models for Parallel Topics Extraction from Multilingual Text -- Adapting Code-Switching Language Models with Statistical-Based Text Augmentation -- Improving Hotel Customer Sentiment Prediction by Fusing Review Titles and Contents...”

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Table of Contents: “...Data Mining and Knowledge Discovery -- Research on Long Life Product Prognostics Technology Based on Deep Learning and Statistical Information Fusion -- A multi-label imbalanced data classification method based on label partition integration -- X-ray...”

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Table of Contents: “... analysis of AI indicators in terms of weighting and aggregation approaches -- Estimating Code Running Time Complexity with Machine Learning The Effect of Statistical Hypothesis Testing on Machine Learning Model Selection....”

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Table of Contents: “...Symmetric-Key Cryptography -- SAT-aided Differential Cryptanalysis of Lightweight Block Ciphers Midori, MANTIS and QARMA -- Improved Related-Key Rectangle Attack against the Full AES-192 -- Block Ciphers Classification Based on Randomness Test Statistic...”

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Table of Contents: “... for Generative Adversarial Networks and Meta Learning -- A Hessian-Based Federated Learning Approach to tackle Statistical Heterogeneity -- Analyzing the Convergence of Federated Learning with Biased Client Participation -- Privacy Lost in online Education: Analysis...”

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Table of Contents: “... from Distributed Homogeneous Data -- On Language Clustering: Non-parametric Statistical Approach -- Method Agnostic Model Class Reliance (MAMCR) Explanation of Multiple Machine Learning Models -- Association Rules based Feature Extraction for Deep Learning...”

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Subject (ZB): “...Mathematical statistics....”

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Table of Contents: “... the Robustness of Neural Networks with M-PGD -- StatMix: Data augmentation method that relies on image statistics in federated learning -- Classification by Components Including Chow's Reject Option. -Community discovery algorithm based on improved deep sparse...”

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Subject (ZB): “...Sampling (Statistics)....”

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