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Titlebook: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track; European Conference, Yuxiao Dong,Nicolas Kourtellis,Jose

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Precise Weather Parameter Predictions for Target Regions via Neural Networksng at a final dense vector that can capture the sequential temporal patterns; 2) a Periodical Mapper which is designed to extract the periodical patterns from past measurements; and 3) a Decoder which employs multiple LSTM units sequentially to forecast a set of weather parameters in the next few sh
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The Joy of Dressing Is an Art: Outfit Generation Using Self-attention Bi-LSTMspective embedding vector obtained from the Bayesian Personalised Ranking- Matrix Factorisation (BPR-MF) algorithm which takes user clickstream activity as an input. An outfit is classified as positive or negative depending on its Goodness Score predicted by a Bi-LSTM model. Further, we show that ap
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On Inferring a Meaningful Similarity Metric for Customer Behaviourvaluation on real life use cases of a large telecom company and a benchmark dataset show that, compared to a generic metric, respectively a 46% and 39% improvement can be obtained in terms of the internal clustering quality while keeping the external clustering quality equal. We also show that the i
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Conference proceedings 2021Part III: .Generative models; search and optimization; supervised learning; text mining and natural language processing; image processing, computer vision and visual analytics...Applied Data Science Track:..Part IV:. Anomaly detection and malware; spatio-temporal data; e-commerce and finance; health
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0302-9743 ge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. .The 210 full papers presented in these proceedings were carefully reviewed and s
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