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Massimiliano Ruocco

SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks

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Jul 02, 2024
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Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments

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Jun 07, 2024
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Global Transformer Architecture for Indoor Room Temperature Forecasting

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Oct 31, 2023
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Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series

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Mar 02, 2023
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Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting

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Aug 30, 2022
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Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas

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Jan 04, 2022
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Augmented Memory Networks for Streaming-Based Active One-Shot Learning

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Sep 04, 2019
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Dual Active Sampling on Batch-Incremental Active Learning

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May 22, 2019
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Context-Aware Sequence-to-Sequence Models for Conversational Systems

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May 22, 2018
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A Deep Network Model for Paraphrase Detection in Short Text Messages

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Dec 07, 2017
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