Massimiliano Ruocco

42 papers A 1C 1Journal 28Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning to Land Anywhere: Transferable Generative Models for Aircraft Trajectories. CoRR Olav Finne Praesteng Larsen, Massimiliano Ruocco, Michail Spitieris, Abdulmajid Murad, Martina Ragosta
2025	J	`jnl`	PIGPVAE: Physics-Informed Gaussian Process Variational Autoencoders. CoRR Michail Spitieris, Massimiliano Ruocco, Abdulmajid Murad, Alessandro Nocente
2025	J	`jnl`	PIGPVAE: physics-informed gaussian process variational autoencoders. Appl. Intell. Michail Spitieris, Massimiliano Ruocco, Abdulmajid Murad, Alessandro Nocente
2025	J	`jnl`	Pre-Tactical Flight-Delay and Turnaround Forecasting with Synthetic Aviation Data. CoRR Abdulmajid Murad, Massimiliano Ruocco
2025	J	`jnl`	Synthetic Aircraft Trajectory Generation Using Time-Based VQ-VAE. CoRR Abdulmajid Murad, Massimiliano Ruocco
2024	J	`jnl`	Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments. CoRR Zachari Thiry, Massimiliano Ruocco, Alessandro Nocente, Michail Spitieris
2024	—	`conf`	Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Regime. SCAI Massimiliano Ruocco, Zachari Thiry, Alessandro Nocente, Michail Spitieris
2024	J	`jnl`	Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series. Data Min. Knowl. Discov. Sondre Sørbø, Massimiliano Ruocco
2024	J	`jnl`	Rapid pedestrian-level wind field prediction for early-stage design using Pareto-optimized convolutional neural networks. Comput. Aided Civ. Infrastructure Eng. Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco
2024	J	`jnl`	SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks. CoRR Simen Kristoffersen, Peter Skaar Nordby, Sara Malacarne, Massimiliano Ruocco, Pablo Ortiz
2023	—	`conf`	Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles. ECML/PKDD (7) Espen Haugsdal, Sara Malacarne, Massimiliano Ruocco
2023	J	`jnl`	Configurable convolutional neural networks for real-time pedestrian-level wind prediction in urban environments. CoRR Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco
2023	J	`jnl`	Deep Contextual Grid Triplet Network for Context-Aware Recommendation. IEEE Access Sofia Aftab, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
2023	J	`jnl`	Global Transformer Architecture for Indoor Room Temperature Forecasting. CoRR Alfredo V. Clemente, Alessandro Nocente, Massimiliano Ruocco
2023	J	`jnl`	Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series. CoRR Sondre Sørbø, Massimiliano Ruocco
2023	J	`jnl`	Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting. Appl. Intell. Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
2022	J	`jnl`	Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting. CoRR Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I PKDD/ECML Workshops (1) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II PKDD/ECML Workshops (2) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	J	`jnl`	Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas. CoRR Henrik Høiness, Kristoffer Gjerde, Luca Oggiano, Knut Erik Teigen Giljarhus, Massimiliano Ruocco
2019	J	`jnl`	Augmented Memory Networks for Streaming-Based Active One-Shot Learning. CoRR Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
2019	—	`conf`	Dual Active Sampling on Batch-Incremental Active Learning. NAIS Johan Phan, Massimiliano Ruocco, Francesco Scibilia
2019	J	`jnl`	Dual Active Sampling on Batch-Incremental Active Learning. CoRR Johan Phan, Massimiliano Ruocco, Francesco Scibilia
2019	—	`ed.`	Nordic Artificial Intelligence Research and Development - Third Symposium of the Norwegian AI Society, NAIS 2019, Trondheim, Norway, May 27-28, 2019, Proceedings NAIS Kerstin Bach, Massimiliano Ruocco
2019	A	`conf`	Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. WSDM Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
2018	J	`jnl`	A deep network model for paraphrase detection in short text messages. Inf. Process. Manag. Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
2018	J	`jnl`	Context-Aware Sequence-to-Sequence Models for Conversational Systems. CoRR Silje Christensen, Simen Johnsrud, Massimiliano Ruocco, Heri Ramampiaro
2018	J	`jnl`	Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. CoRR Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
2017	J	`jnl`	A Deep Network Model for Paraphrase Detection in Short Text Messages. CoRR Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco
2017	—	`conf`	Inter-Session Modeling for Session-Based Recommendation. DLRS@RecSys Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth
2017	J	`jnl`	Inter-Session Modeling for Session-Based Recommendation. CoRR Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth
2015	J	`jnl`	Geo-Temporal Distribution of Tag Terms for Event-Related Image Retrieval. CoRR Massimiliano Ruocco, Heri Ramampiaro
2015	J	`jnl`	Geo-temporal distribution of tag terms for event-related image retrieval. Inf. Process. Manag. Massimiliano Ruocco, Heri Ramampiaro
2014	J	`jnl`	A scalable algorithm for extraction and clustering of event-related pictures. Multim. Tools Appl. Massimiliano Ruocco, Heri Ramampiaro
2014	J	`jnl`	Geo-Temporal Mining and Searching of Events from Web-based Image Collections. SIGIR Forum Massimiliano Ruocco
2014	—	`—`	Geo-Temporal Mining and Searching of Events from Web-based Image Collections. Massimiliano Ruocco
2013	J	`jnl`	Event-related image retrieval: exploring geographical and temporal distribution of user tags. Int. J. Multim. Inf. Retr. Massimiliano Ruocco, Heri Ramampiaro
2013	—	`conf`	Exploring temporal proximity and spatial distribution of terms in web-based search of event-related images. HT Massimiliano Ruocco, Heri Ramampiaro
2012	—	`conf`	Context-aware image semantic extraction in the social web. WWW (Companion Volume) Massimiliano Ruocco
2012	—	`conf`	Exploratory analysis on heterogeneous tag-point patterns for ranking and extracting hot-spot related tags. LBSN@GIS Massimiliano Ruocco, Heri Ramampiaro
2011	—	`conf`	NTNU@MediaEval 2011 Social Event Detection Task. MediaEval Massimiliano Ruocco, Heri Ramampiaro
2010	C	`conf`	Event Clusters Detection on Flickr Images Using a Suffix-Tree Structure. ISM Massimiliano Ruocco, Heri Ramampiaro