Massimiliano Ruocco
Orcid: 0000-0001-7038-5362
According to our database1,
Massimiliano Ruocco
authored at least 27 papers
between 2010 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
Rapid pedestrian-level wind field prediction for early-stage design using Pareto-optimized convolutional neural networks.
Comput. Aided Civ. Infrastructure Eng., September, 2024
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series.
Data Min. Knowl. Discov., May, 2024
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks.
CoRR, 2024
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments.
CoRR, 2024
Proceedings of the 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, 2024
2023
Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting.
Appl. Intell., November, 2023
Configurable convolutional neural networks for real-time pedestrian-level wind prediction in urban environments.
CoRR, 2023
IEEE Access, 2023
Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
2021
Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas.
CoRR, 2021
2019
Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the Nordic Artificial Intelligence Research and Development, 2019
2018
Inf. Process. Manag., 2018
2017
Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017
2015
Inf. Process. Manag., 2015
2014
PhD thesis, 2014
SIGIR Forum, 2014
Multim. Tools Appl., 2014
2013
Event-related image retrieval: exploring geographical and temporal distribution of user tags.
Int. J. Multim. Inf. Retr., 2013
Exploring temporal proximity and spatial distribution of terms in web-based search of event-related images.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013
2012
Proceedings of the 21st World Wide Web Conference, 2012
Exploratory analysis on heterogeneous tag-point patterns for ranking and extracting hot-spot related tags.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012
2011
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011
2010
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010