Massimiliano Ruocco

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Venues

Norwegian University of Science and Technology, Trondheim, Norway (PHD)

Education History

Norwegian University of Science and Technology, Trondheim, Norway

PHD

Publications

Zachari Thiry, Massimiliano Ruocco, Alessandro Nocente, Michail Spitieris
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments. CoRR (2024)
Sondre Sørbø, Massimiliano Ruocco
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series. Data Min. Knowl. Discov. 38 (3) (2024)
Simen Kristoffersen, Peter Skaar Nordby, Sara Malacarne, Massimiliano Ruocco, Pablo Ortiz
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks. CoRR (2024)
Sondre Sørbø, Massimiliano Ruocco
Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series. CoRR (2023)
Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting. Appl. Intell. 53 (22) (2023)
Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco
Configurable convolutional neural networks for real-time pedestrian-level wind prediction in urban environments. CoRR (2023)
Alfredo V. Clemente, Alessandro Nocente, Massimiliano Ruocco
Global Transformer Architecture for Indoor Room Temperature Forecasting. CoRR (2023)
Sofia Aftab, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
Deep Contextual Grid Triplet Network for Context-Aware Recommendation. IEEE Access 11 (2023)
Espen Haugsdal, Sara Malacarne, Massimiliano Ruocco
Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles. ECML/PKDD (7) (2023)
Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting. CoRR (2022)
Henrik Høiness, Kristoffer Gjerde, Luca Oggiano, Knut Erik Teigen Giljarhus, Massimiliano Ruocco
Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas. CoRR (2021)
Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Augmented Memory Networks for Streaming-Based Active One-Shot Learning. CoRR (2019)
Johan Phan, Massimiliano Ruocco, Francesco Scibilia
Dual Active Sampling on Batch-Incremental Active Learning. NAIS (2019)
Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. WSDM (2019)
Johan Phan, Massimiliano Ruocco, Francesco Scibilia
Dual Active Sampling on Batch-Incremental Active Learning. CoRR (2019)
Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
A deep network model for paraphrase detection in short text messages. Inf. Process. Manag. 54 (6) (2018)
Silje Christensen, Simen Johnsrud, Massimiliano Ruocco, Heri Ramampiaro
Context-Aware Sequence-to-Sequence Models for Conversational Systems. CoRR (2018)
Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. CoRR (2018)
Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth
Inter-Session Modeling for Session-Based Recommendation. DLRS@RecSys (2017)
Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth
Inter-Session Modeling for Session-Based Recommendation. CoRR (2017)
Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
A Deep Network Model for Paraphrase Detection in Short Text Messages. CoRR (2017)
Massimiliano Ruocco, Heri Ramampiaro
Geo-temporal distribution of tag terms for event-related image retrieval. Inf. Process. Manag. 51 (1) (2015)
Massimiliano Ruocco, Heri Ramampiaro
Geo-Temporal Distribution of Tag Terms for Event-Related Image Retrieval. CoRR (2015)
Massimiliano Ruocco, Heri Ramampiaro
A scalable algorithm for extraction and clustering of event-related pictures. Multim. Tools Appl. 70 (1) (2014)
Massimiliano Ruocco
Geo-Temporal Mining and Searching of Events from Web-based Image Collections. SIGIR Forum 48 (2) (2014)
Massimiliano Ruocco, Heri Ramampiaro
Event-related image retrieval: exploring geographical and temporal distribution of user tags. Int. J. Multim. Inf. Retr. 2 (4) (2013)
Massimiliano Ruocco, Heri Ramampiaro
Exploring temporal proximity and spatial distribution of terms in web-based search of event-related images. HT (2013)
Massimiliano Ruocco, Heri Ramampiaro
Exploratory analysis on heterogeneous tag-point patterns for ranking and extracting hot-spot related tags. LBSN@GIS (2012)
Massimiliano Ruocco
Context-aware image semantic extraction in the social web. WWW (Companion Volume) (2012)
Massimiliano Ruocco, Heri Ramampiaro
NTNU@MediaEval 2011 Social Event Detection Task. MediaEval (2011)
Massimiliano Ruocco, Heri Ramampiaro
Event Clusters Detection on Flickr Images Using a Suffix-Tree Structure. ISM (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massimiliano Ruocco