Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI)
Publications
Journal Article (12)
- Butera L., Cini A., Ferrante A., Alippi C. (2024) Object-Centric Relational Representations for Image Generation, Transactions on Machine Learning Research. ISSN 2835-8856
- Grattarola D., Zambon D., Bianchi F. M., Alippi C. (2024) Understanding Pooling in Graph Neural Networks, IEEE Transactions on Neural Networks and Learning Systems, 35 (2):2708-2718. ISSN 2162-2388
- Corecco S., Adorni G., Gambardella L. M. (2023) Proximal Policy Optimization-Based Reinforcement Learning and Hybrid Approaches to Explore the Cross Array Task Optimal Solution, Machine Learning and Knowledge Extraction, 5 (4):1660-1679
- Cini A., Zambon D., Alippi C. (2023) Sparse Graph Learning from Spatiotemporal Time Series, Journal of Machine Learning Research, 24 (242):1-36. ISSN 1533-7928
- Butera L., Ferrante A., Prevostini M., Alippi C., Jermini M. (2022) Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insect, IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 2:246-258
- Piatti A., Adorni G., El-Hamamsy L., Negrini L., Assaf D., Gambardella L. M., Mondada F. (2022) The CT-cube: A framework for the design and the assessment of computational thinking activities, Computer in Human Behavior Reports (Elsevier), 5:100166-100166
- Milosevic J., Ferrante A., Malek M. (2019) Time, accuracy and power consumption tradeoff in mobile malware detection systems, "Computers & Security", "82":"314-328". ISSN "0167-4048"
- Mastrolilli M. (2008) Grouping Techniques for Scheduling Problems: Simpler and Faster, Algorithmica
- Rizzoli A. E., Montemanni R., Lucibello E., Gambardella L. M. (2007) Ant colony optimization for real-world vehicle routing problems, Swarm Intelligence, 1(2):135-151,
- Montemanni R., Donati A. V., Rizzoli A. E., Gambardella L. M. (2005) Ant colony system for a dynamic vehicle routing problem, Journal of Combinatorial Optimization, 10:327-343
- Rizzoli A. E., Fornara N., Gambardella L. M. (2002) A Simulation Tool for Combined Rail-Road Transport in Intermodal Terminals, Mathematics and Computers in Simulation, Elsevier Science, 59/1-3 pp. 57-71
- Rizzoli A. E., Davis J. R., Abel D. J. (1998) Model and data integration and re-use in environmental decision support systems, Decision Support Systems, 24(2):127-144,
Conference proceedings (7)
- Condor Lacambra J., Jarabo A. (2022) A Learned Radiance-Field Representation for Complex Luminaires. The Eurographics Association. EGSR 2022. ISBN 9783038681878
- Mastrolilli M., Svensson O. (2008) (Acyclic) Job Shops Are Hard To Approximate. In proceedings of the 49th Annual Symposium on Foundations of Computer Science (FOCS 2008)
- Rizzoli A. E., Athanasiadis I. N., Villa F. (2007) Delivering environmental knowledge: a semantic approach. Proc. 21st International Conference on Informatics for Environmental Protection: EnviroInfo 2007
- Ambuehl C., Mastrolilli M., Svensson O. (2007) Inapproximability Results for Sparsest Cut, Optimal Linear Arrangement, and Precedence Constrained Scheduling. In proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007)
- Antonucci A. (2005) Fast algorithms for robust classification with Bayesian nets. Proceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications
- Antonucci A., Salvetti A. (2004) Assessing debris flow hazard by credal nets. Soft Methodology and Random Information Systems, Springer (Proceedings of the Second International Conference on Soft Methods in Probability and Statistics), pp. 125-132.
- Antonucci A., Salvetti A. (2004) Hazard assessment of debris flows by credal networks. Proceedings of the International Environmental Modelling and Software Society Conference
Article in conference proceedings (9)
- Crupi L., Butera L., Ferrante A., Palossi D. (2024) A Deep Learning-based Pest Insect Monitoring System for Ultra-low Power Pocket-sized Drones. Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT). Wireless Sensors and Drones in the Internet of Things (Wi-DroIT) 2024. Abu Dhabi, United Arab Emirates. April 29 - May 1
- De Felice G., Cini A., Zambon D., Gusev V., Alippi C. (2024) Graph-Based Virtual Sensing from Sparse and Partial Multivariate Observations. The Twelfth International Conference on Learning Representations
- Gravina A., Zambon D., Bacciu D., Alippi C. (2024) Temporal Graph ODEs for Irregularly-Sampled Time Series. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization
- Bacciu D., Errica F., Navarin N., Pasa L., Zambon D. (2022) Deep Learning for Graphs. 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022. ISBN 978-2-87587-084-1
- Antonucci A., Mangili F., Bonesana C., Adorni G. (2022) Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates. 35. The International FLAIRS Conference Proceedings. Florida. May 2022
- Mangili F., Adorni G., Piatti A., Bonesana C., Antonucci A. (2022) Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. 2022 International Conference on Software, Telecommunications and Computer Networks. IEEE. SoftCOM. Split, Croatia. 22-24 September
- Antonucci A., Mangili F., Bonesana C., Adorni G. (2021) A New Score for Adaptive Tests in Bayesian and Credal Networks. 16. European Conference on Symbolic and Quantitative Approaches with Uncertainty. Prague, Czech Republic. 21 September 2021
- Mantegazza D., Guzzi J., Gambardella L. M., Giusti A. (2019) Vision-based Control of a Quadrotor in User Proximity: Mediated vs End-to-End Learning Approaches. ICRA. ICRA. Montreal, Canada. March 2019
- Fornara N., Colombetti M. (2001) An Autonomous Bidding Agent for Simultaneous Auctions. In Klusch, M; Zambonelli F. editors. In Cooperative Information Agents V 5th International Workshop, CIA 2001 Modena, Italy, September 6–8, 2001 LNCS 2182, pages 130-141. Springer-Verlag, 2001.. Proceedings of the Fifth International Workshop on Cooperative Information Agents (CIA-2001) Lecture Notes on Artificial Intelligence LNAI 2182, pp. 130-141, Modena, Italy. ISBN 9783540425458
Conference poster (2)
- Mion F. U., Faldarini M., Scardino F., D'Ambros M., Prevostini M., Beti G. (2022) IoT for medical waste management: the case of a Swiss multisite hospital. EHMA. EHMA 2022 Annual Conference | From people to systems: leadership for a sustainable future
- Mion F. U., Faldarini M., Scardino F., Ferrante A., D'Ambros M., Prevostini M., Beti G. (2022) IoT for medical waste management: the case of a Swiss multisite hospital. EHMA. EHMA 2022 Annual Conference | From people to systems: leadership for a sustainable future
