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Author:   Annalisa Appice ,  Hanane Azzag ,  Mohand-Said Hacid ,  Allel Hadjali
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2024 ed.
Volume:   14670
ISBN:  

9783031626999

ISBN 10:   3031626990
Pages:   316
Publication Date:   17 June 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

.- Classification and Clustering. .- Improving the robustness to color perturbations of classification and regression models in the visual evaluation of fruits and vegetables. .- Clustering Under Radius Constraints Using Minimum Dominating Sets. .- Learning Typicality Inclusions in a Probabilistic Description Logic for Concept Combination. .- Neural Network and Natural Language Processing. .- LLMental Classification of mental disorders with large language models. .- CSEPrompts A Benchmark of Introductory Computer Science Prompts. .- Semantically-Informed Domain Adaptation for Named Entity Recognition. .- Token Pruning by Dimensionality Reduction Methods on TCT Colbert for Reranking. .- AI Tools and Models. .- Exploiting microRNA expression data for the diagnosis of disease conditions and the discovery of novel biomarkers. .- HERSE: Handling and Enhancing RDF Summarization through blank node Elimination. .- Rough Sets For a Neuromorphic CMOS System. .- Neural Network and Data Mining. .- Erasing the Shadow Sanitization of Images with Malicious Payloads using Deep Autoencoders. .- Digilog Enhancing Website Embedding on Local Governments - A Comparative Analysis. .- A Stream Data Mining Approach to Handle Concept Drifts in Process Discovery. .- Explainability in AI. .- Enhancing temporal Transformers for financial time series via local surrogate interpretability. .- Explaining commonalities of clusters of RDF resources in natural language. .- Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM). .- Industry Session. .- ScoredKNN: An Efficient KNN Recommender based on Dimensionality Reduction for Big Data. .- Siamese Networks for Unsupervised Failure Detection in Smart Industry. .- Adaptive Forecasting of Extreme Electricity Load. .- Explaining Voltage Control Decisions: A Scenario-Based Approach in Deep Reinforcement Learning. .- Knowledge Graphs for Data Integration in Retail. .- Learning with Complex Data. .- Bayesian Approach for Parameter Estimation in Vehicle Lateral Dynamics. .- Assessing Distance Measures for Change Point Detection in Continual Learning Scenarios. .- SPLindex A Spatial Polygon Learned Index . .- Recommendation Systems and Prediction. .- Action Rules Discovery Leveraging Attributes Correlation Based Vertical Partitioning. .- HalpernSGD A Halpern-inspired Optimizer for Accelerated Neural Network Convergence and Reduced Carbon Footprint. .- Integrating Predictive Process Monitoring Techniques in Smart Agriculture.

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