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2020 – today
- 2024
[j9]Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco:
Rapid pedestrian-level wind field prediction for early-stage design using Pareto-optimized convolutional neural networks. Comput. Aided Civ. Infrastructure Eng. 39(18): 2826-2839 (2024)- [j8]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): 1027-1068 (2024) - [c10]Massimiliano Ruocco, Zachari Thiry, Alessandro Nocente, Michail Spitieris:
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Regime. SCAI 2024: 29-36 - [i14]Zachari Thiry, Massimiliano Ruocco, Alessandro Nocente, Michail Spitieris:
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments. CoRR abs/2406.04890 (2024) - [i13]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 abs/2407.02258 (2024) - 2023
- [j7]Sofia Aftab, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco:
Deep Contextual Grid Triplet Network for Context-Aware Recommendation. IEEE Access 11: 97522-97537 (2023) - [j6]Espen Haugsdal, Erlend Aune, Massimiliano Ruocco:
Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting. Appl. Intell. 53(22): 26781-26796 (2023) - [c9]Espen Haugsdal, Sara Malacarne, Massimiliano Ruocco:
Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles. ECML/PKDD (7) 2023: 106-121 - [i12]Sondre Sørbø, Massimiliano Ruocco:
Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series. CoRR abs/2303.01272 (2023) - [i11]Alfredo V. Clemente, Alessandro Nocente, Massimiliano Ruocco:
Global Transformer Architecture for Indoor Room Temperature Forecasting. CoRR abs/2310.20476 (2023) - [i10]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 abs/2311.07985 (2023) - 2022
- [i9]Espen Haugsdal, Erlend Aune, Massimiliano Ruocco:
Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting. CoRR abs/2208.14236 (2022) - 2021
- [e3]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:
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. Communications in Computer and Information Science 1524, Springer 2021, ISBN 978-3-030-93735-5 [contents] - [e2]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:
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. Communications in Computer and Information Science 1525, Springer 2021, ISBN 978-3-030-93732-4 [contents] - [i8]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 abs/2112.08447 (2021)
2010 – 2019
- 2019
- [c8]Johan Phan, Massimiliano Ruocco, Francesco Scibilia:
Dual Active Sampling on Batch-Incremental Active Learning. NAIS 2019: 127-132 - [c7]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: 591-599 - [e1]Kerstin Bach, Massimiliano Ruocco:
Nordic Artificial Intelligence Research and Development - Third Symposium of the Norwegian AI Society, NAIS 2019, Trondheim, Norway, May 27-28, 2019, Proceedings. Communications in Computer and Information Science 1056, Springer 2019, ISBN 978-3-030-35663-7 [contents] - [i7]Johan Phan, Massimiliano Ruocco, Francesco Scibilia:
Dual Active Sampling on Batch-Incremental Active Learning. CoRR abs/1905.09247 (2019) - [i6]Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune:
Augmented Memory Networks for Streaming-Based Active One-Shot Learning. CoRR abs/1909.01757 (2019) - 2018
- [j5]Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco:
A deep network model for paraphrase detection in short text messages. Inf. Process. Manag. 54(6): 922-937 (2018) - [i5]Silje Christensen, Simen Johnsrud, Massimiliano Ruocco, Heri Ramampiaro:
Context-Aware Sequence-to-Sequence Models for Conversational Systems. CoRR abs/1805.08455 (2018) - [i4]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 abs/1812.01276 (2018) - 2017
- [c6]Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth:
Inter-Session Modeling for Session-Based Recommendation. DLRS@RecSys 2017: 24-31 - [i3]Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth:
Inter-Session Modeling for Session-Based Recommendation. CoRR abs/1706.07506 (2017) - [i2]Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco:
A Deep Network Model for Paraphrase Detection in Short Text Messages. CoRR abs/1712.02820 (2017) - 2015
- [j4]Massimiliano Ruocco, Heri Ramampiaro:
Geo-temporal distribution of tag terms for event-related image retrieval. Inf. Process. Manag. 51(1): 92-110 (2015) - [i1]Massimiliano Ruocco, Heri Ramampiaro:
Geo-Temporal Distribution of Tag Terms for Event-Related Image Retrieval. CoRR abs/1504.07350 (2015) - 2014
- [b1]Massimiliano Ruocco:
Geo-Temporal Mining and Searching of Events from Web-based Image Collections. Norwegian University of Science and Technology, Trondheim, Norway, 2014 - [j3]Massimiliano Ruocco, Heri Ramampiaro:
A scalable algorithm for extraction and clustering of event-related pictures. Multim. Tools Appl. 70(1): 55-88 (2014) - [j2]Massimiliano Ruocco:
Geo-Temporal Mining and Searching of Events from Web-based Image Collections. SIGIR Forum 48(2): 119-120 (2014) - 2013
- [j1]Massimiliano Ruocco, Heri Ramampiaro:
Event-related image retrieval: exploring geographical and temporal distribution of user tags. Int. J. Multim. Inf. Retr. 2(4): 273-288 (2013) - [c5]Massimiliano Ruocco, Heri Ramampiaro:
Exploring temporal proximity and spatial distribution of terms in web-based search of event-related images. HT 2013: 248-252 - 2012
- [c4]Massimiliano Ruocco, Heri Ramampiaro:
Exploratory analysis on heterogeneous tag-point patterns for ranking and extracting hot-spot related tags. LBSN@GIS 2012: 16-23 - [c3]Massimiliano Ruocco:
Context-aware image semantic extraction in the social web. WWW (Companion Volume) 2012: 179-184 - 2011
- [c2]Massimiliano Ruocco, Heri Ramampiaro:
NTNU@MediaEval 2011 Social Event Detection Task. MediaEval 2011 - 2010
- [c1]Massimiliano Ruocco, Heri Ramampiaro:
Event Clusters Detection on Flickr Images Using a Suffix-Tree Structure. ISM 2010: 41-48
Coauthor Index
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last updated on 2024-12-10 21:49 CET by the dblp team
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