Massimiliano Ruocco

According to our database, Massimiliano Ruocco authored at least 23 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting.

Espen Haugsdal, Erlend Aune, Massimiliano Ruocco

Appl. Intell., November, 2023

Configurable convolutional neural networks for real-time pedestrian-level wind prediction in urban environments.

Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco

CoRR, 2023

Global Transformer Architecture for Indoor Room Temperature Forecasting.

Alfredo V. Clemente, Alessandro Nocente, Massimiliano Ruocco

CoRR, 2023

Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series.

Sondre Sørbø, Massimiliano Ruocco

CoRR, 2023

Deep Contextual Grid Triplet Network for Context-Aware Recommendation.

Sofia Aftab, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco

IEEE Access, 2023

Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles.

Espen Haugsdal, Sara Malacarne, Massimiliano Ruocco

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.

Henrik Høiness, Kristoffer Gjerde, Luca Oggiano, Knut Erik Teigen Giljarhus, Massimiliano Ruocco

CoRR, 2021

2019

Augmented Memory Networks for Streaming-Based Active One-Shot Learning.

Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune

CoRR, 2019

Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions.

Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Dual Active Sampling on Batch-Incremental Active Learning.

Johan Phan, Massimiliano Ruocco, Francesco Scibilia

Proceedings of the Nordic Artificial Intelligence Research and Development, 2019

2018

A deep network model for paraphrase detection in short text messages.

Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco

Inf. Process. Manag., 2018

Context-Aware Sequence-to-Sequence Models for Conversational Systems.

Silje Christensen, Simen Johnsrud, Massimiliano Ruocco, Heri Ramampiaro

CoRR, 2018

2017

Inter-Session Modeling for Session-Based Recommendation.

Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth

Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017

2015

Geo-temporal distribution of tag terms for event-related image retrieval.

Massimiliano Ruocco, Heri Ramampiaro

Inf. Process. Manag., 2015

2014

Geo-Temporal Mining and Searching of Events from Web-based Image Collections.

Massimiliano Ruocco

PhD thesis, 2014

Geo-Temporal Mining and Searching of Events from Web-based Image Collections.

Massimiliano Ruocco

SIGIR Forum, 2014

A scalable algorithm for extraction and clustering of event-related pictures.

Massimiliano Ruocco, Heri Ramampiaro

Multim. Tools Appl., 2014

2013

Event-related image retrieval: exploring geographical and temporal distribution of user tags.

Massimiliano Ruocco, Heri Ramampiaro

Int. J. Multim. Inf. Retr., 2013

Exploring temporal proximity and spatial distribution of terms in web-based search of event-related images.

Massimiliano Ruocco, Heri Ramampiaro

Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

2012

Context-aware image semantic extraction in the social web.

Massimiliano Ruocco

Proceedings of the 21st World Wide Web Conference, 2012

Exploratory analysis on heterogeneous tag-point patterns for ranking and extracting hot-spot related tags.

Massimiliano Ruocco, Heri Ramampiaro

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012

2011

NTNU@MediaEval 2011 Social Event Detection Task.

Massimiliano Ruocco, Heri Ramampiaro

Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

2010

Event Clusters Detection on Flickr Images Using a Suffix-Tree Structure.

Massimiliano Ruocco, Heri Ramampiaro

Proceedings of the 12th IEEE International Symposium on Multimedia, 2010