Titlebook: Computational Collective Intelligence; 15th International C Ngoc Thanh Nguyen,János Botzheim,Adrianna Kozierki Conference proceedings 2023

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Conference proceedings 2023apest, Hungary, during September 27–29, 2023..The 63 full papers included in this book were carefully reviewed and selected from 218 submissions. They are organized in topical sections as follows: collective intelligence and collective decision-making; deep learning techniques;  natural language pro

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Conference proceedings 2023rative strategies for decision making and optimization; computational intelligence for digital content understanding;  knowledge engineering and application for Industry 4.0; computational intelligence in medical applications; and ensemble models and data fusion..

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https://doi.org/10.1007/978-3-642-77281-8hts, improving the semantic interaction between the source and target languages. In this paper, we perform extensive experiments to analyze the impact of monolingual data on this pre-training approach and demonstrate its effectiveness in enhancing the NMT performance.

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A Convolutional Autoencoder Approach for Weakly Supervised Anomaly Video Detectionormation early bound to the objective of normal or abnormal video classification (minimizing the cost function). The work is validated on the ShanghaiTech Campus dataset and has produced results that outperform state-of-the-art methods.

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Sparsity-Invariant Convolution for Forecasting Irregularly Sampled Time Seriesvolution significantly improves the performance of convolutional neural networks in case of forecasting irregularly sampled time series. In order to support reproduction, independent validation and follow-up works, we made our implementation (software code) publicly available at ..