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Table of Contents: “...Knowledge Engineering -- Enhancing Fairness and Accuracy in Machine Learning through Similarity Networks -- Considering Vocabulary Mappings in Query Plans for Federations of RDF Data Sources -- AIS - a Metric for assessing the Impact of an Influencer...”

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Table of Contents: “... Detection and Inference System -- An Empirical Analysis of Just-in-Time Compilation in Modern Databases -- Relational Expressions for Data Transformation and Computation -- Data Quality and Fairness for Graphs -- Discovering Graph Differential Dependencies...”

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Table of Contents: “...Application of lattice-based unique ring signature in blockchain transactions -- Rethinking Distribution Alignment for Inter-class Fairness -- Online Learning Behavior Analysis and Achievement Prediction with Explainable Machine Learning -- A Privacy...”

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Table of Contents: “... Traps -- 8 Fairness, Simulations, and Inhibitor Arcs -- 9 Unfoldings and Reachability Checking -- 10 Petri Net Computers -- 11 Synthesis of Petri Nets from Labelled Transition Systems -- 12 Persistent Transition Systems and Choice-free Petri Nets -- 13 Divide...”

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Table of Contents: “... Sustainability -- How blockchain technology can help to arrive at fair ecosystems and platforms -- Introduction to Security and Privacy -- Part 3: Critical and Societal Issues of Digital Systems -- Recommender Systems: Techniques, Effects, and Measures Towards...”

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Table of Contents: “... based on NDA-protected dataset -- Optic Flow approximated by a homogeneous, three- dimensional Point Renewal Process -- Fair Mutual Exclusion for N Processes -- Data Stream Processing in Reconciliation Testing: Industrial Experience -- Short Papers...”

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Table of Contents: “... Application -- A Novel Method for Signal Sequence Classification based on Markov Reward Models -- Approximation Algorithms -- An Optimal Algorithm based on Fairness of Resource Allocation in Wireless Mesh Networks -- An Approximation Algorithm for Stochastic Power...”

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Table of Contents: “...Invited Talk -- Ackermannian Completion of Separators -- Infinite Games -- Fair Omega-regular Games -- Stochastic Window Mean-Payoff Games -- Symbolic Solution of Emerson-Lei Games for Reactive Synthesis -- Parity Games on Temporal Graphs -- Categorical...”

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Table of Contents: “...Enterprise Modeling and Artificial Intelligence -- Adaptation of Enterprise Modeling Methods for Large Language Models -- EA ModelSet - A FAIR Dataset for Machine Learning in Enterprise Modeling -- Towards AI as a Service for Small and Medium-Sized...”

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Table of Contents: “... Based Circuit Breaking Method for Micro-services in Cloud Native Systems -- FRS4CPP: A Fair Recommendation Strategy Considering Interests of Users; Providers and Platform -- Accelerating Unsupervised Federated Graph Neural Networks Via Semi-Asynchronous...”

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Table of Contents: “... via Jointly Modeling Relevant Historical Event and Temporal Neighborhood Event Context -- High-Resolution Self-Attention with Fair Loss for Point Cloud Segmentation -- Transformer-based Video Deinterlacing Method -- SCME: A Self-Contrastive Method for Data...”

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Table of Contents: “... -- PoShapley-BCFL: A fair and robust decentralized federated learning based on blockchain and the proof of Shapley-value -- Small-World Echo State Networks for Nonlinear Time-Series Prediction -- Preserving Potential Neighbors for Low-Degree Nodes via Reweighting...”

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Table of Contents: “...-Welfare Matching Markets via Descending Price -- Fair Division with Allocator's Preference -- Optimal Stopping with Multi-Dimensional Comparative Loss Aversion -- Selling to Multiple No-Regret Buyers -- Penalties and Rewards for Fair Learning in Paired Kidney...”

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Table of Contents: “... -- MAMixer: Multivariate Time Series Forecasting via Multi-Axis Mixing -- A Custom GAN-based Robust Algorithm for Medical Image Watermarking -- A Detail-guided Multi-source Fusion Network for Remote Sensing Object Detection -- A Secure and Fair Federated Learning...”

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Table of Contents: “...Computer Vision -- Data Mining -- Explainability, Understandability, and Verifiability of AI -- Natural Language Processing -- AI Ethics, Privacy, Fairness and Security -- AI Generated Content -- Applications of Artificial Intelligence -- Machine...”

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Table of Contents: “...Computer Vision -- Data Mining -- Explainability, Understandability, and Verifiability of AI -- Natural Language Processing -- AI Ethics, Privacy, Fairness and Security -- AI Generated Content -- Applications of Artificial Intelligence -- Machine...”

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Table of Contents: “... -- Facial Emotion Recognition in the Deep CNN -- Human Centred AI -- Exploring Multimodal Features To Understand Cultural Context For Spontaneous Humor Prediction⋆ -- Development of Pneumonia Patient Classification Model using Fair Federated Learning...”

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Table of Contents: “...Fairness and Liveness under Weak Consistency -- Restricted Flow Games -- SynthLearn: a Tool for Guided Reactive Synthesis -- On Regular Expression Proof Complexity of Salomaa's Axiom System F1 -- Hidden Markov Models with Unobservable Transitions...”

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