Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI)
Publications
Journal Article (27)
Crupi L.,
Butera L. ,
Ferrante A. ,
Giusti A. ,
Palossi D. (forthcoming)
An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVs , ACM J. Auton. Transport. Syst.
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 ( February ))
Butera L. ,
Cini A. ,
Ferrante A. ,
Alippi C. (2024)
Object-Centric Relational Representations for Image Generation , Transactions on Machine Learning Research
Fuda C.,
Hormann K. (2024)
Algorithm 1048: A C++ class for robust linear barycentric rational interpolation , ACM Transactions on Mathematical Software, 50 (3 ( September ))
Fuda C.,
Ramanantoanina A.,
Hormann K. (2024)
A comprehensive comparison of algorithms for evaluating rational Bézier curves , Dolomites Research Notes on Approximation, 17 (3 ( September ))
Fu R.,
Hormann K. ,
Alliez P. (2024)
LFS-aware surface reconstruction from unoriented 3D point clouds , IEEE Transactions on Multimedia, 26
Ströter D.,
Thiery J. M.,
Hormann K. ,
Chen J.,
Chang Q.,
Besler S.,
Mueller-Roemer J. S.,
Boubekeur T.,
Stork A.,
Fellner D. W. (2024)
A survey on cage-based deformation of 3D models , Computer Graphics Forum, 43 (2 ( May ))
Hormann K. ,
Romani L.,
Viscardi A. (2024)
New algebraic and geometric characterizations of planar quintic Pythagorean-hodograph curves , Computer Aided Geometric Design, 108 (February)
Sekulic I.,
Aliannejadi M.,
Crestani F. (2024)
Analysing Utterances in LLM-Based User Simulation for Conversational Search , ACM Trans. Intell. Syst. Technol., 15 (3)
Kamps J.,
Goeuriot L.,
Crestani F. (2024)
Advances in information retrieval collection on the European conference on information retrieval 2023 , Discov. Comput., 27 (1)
Teng T. H.,
Varathan K. D.,
Crestani F. (2024)
A comprehensive review of cyberbullying-related content classification in online social media , Expert Syst. Appl., 244
Cini A. ,
Zambon D. ,
Alippi C. (2023)
Sparse Graph Learning from Spatiotemporal Time Series , Journal of Machine Learning Research, 24 (242)
Gotsman C.,
Hormann K. (2023)
Efficient point-to-point resistance distance queries in large graphs , Journal of Graph Algorithms and Applications, 27 (1 ( February ))
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
Rahmani H. A.,
Aliannejadi M.,
Baratchi M.,
Crestani F. (2022)
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation , ACM Trans. Inf. Syst., 40 (4)
Bahrainian S. A.,
Zerveas G.,
Crestani F. ,
Eickhoff C. (2022)
CATS: Customizable Abstractive Topic-based Summarization , ACM Trans. Inf. Syst., 40 (1)
Giachanou A.,
Ghanem B.,
R\'\issola E. A.,
Rosso P.,
Crestani F. ,
Oberski D. L. (2022)
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers , Data Knowl. Eng., 138
Gotsman C.,
Hormann K. (2021)
On landmark distances in polygons , Computer Graphics Forum, 40 (5 ( August ))
Aliannejadi M.,
Zamani H.,
Crestani F. ,
Croft W. B. (2021)
Context-aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants , ACM Trans. Inf. Syst., 39 (3)
Giachanou A.,
Rosso P.,
Crestani F. (2021)
The impact of emotional signals on credibility assessment , J. Assoc. Inf. Sci. Technol., 72 (9)
R\'\issola E. A.,
Losada Carril D.,
Crestani F. (2021)
A Survey of Computational Methods for Online Mental State Assessment on Social Media , ACM Trans. Comput. Heal., 2 (2)
Milosevic J.,
Ferrante A. ,
Malek M. (2019)
Time, accuracy and power consumption tradeoff in mobile malware detection systems , "Computers & Security", "82"
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.,
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.,
Abel D. (1998)
Model and data integration and re-use in environmental decision support systems , Decision Support Systems, 24(2):127-144,
Conference proceedings (9)
Acharya P.,
Clarke C. L. A.,
Crestani F. ,
Fu X.,
Jones G. J. F.,
Kando N.,
Kato M. P.,
Lipani A.,
Liu Y. (2024)
Joint Proceedings of the 1st Workshop on Evaluation Methodologies,Testbeds and Community for Information Access Research (EMTCIR 2024) and the 1st Workshop on User Modelling in Conversational Information Retrieval (UM-CIR 2024) co-located with the 2nd International ACM SIGIR Conference on Information Retrieval in the Asia Pacific (SIGIR-AP 2024), Tokyo, Japan, December 12, 2024 . CEUR-WS.org
Condor Lacambra J. ,
Jarabo A.,
Ghosh A. a. W. (2022)
A Learned Radiance-Field Representation for Complex Luminaires . The Eurographics Association. EGSR 2022
Crestani F. ,
Pasi G.,
Gaussier \. (2022)
ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022 . ACM
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.,
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. ,
Zaffalon M. (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.,
Zaffalon M. (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.,
Zaffalon M. (2004)
Hazard assessment of debris flows by credal networks . Proceedings of the International Environmental Modelling and Software Society Conference
Article in conference proceedings (30)
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
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
Ramanantoanina A.,
Hormann K. (2024)
Trigonometric tangent interpolating curves . Pacific Graphics Conference Papers and Posters. Eurographics Association. Huangshan, China
Gotsman C.,
Hormann K. (2024)
A linear method to consistently orient normals of a 3D point cloud . SIGGRAPH 2024 Conference Proceedings. ACM. Denver, USA
Acharya P.,
Jones G. J. F.,
Fu X.,
Lipani A.,
Crestani F. ,
Kando N. (2024)
The 1st Workshop on User Modelling in Conversational Information Retrieval (UM-CIR) . SIGIR-AP. ACM
Sekulic I.,
Lu L.,
Bedi N. S.,
Crestani F. (2024)
Simulating Conversational Search Users with Parameterized Behavior . SIGIR-AP. ACM
Bedi N. S.,
Sekulic I.,
Crestani F. (2024)
Clarifying Questions Generation for Conversational Search Based on "People Also Ask" Feature . ICADL (1). Springer. Lecture Notes in Computer Science
Ecevit I. S.,
Lu L.,
Crestani F. (2024)
Responses to Conversational Information Retrieval Clarifying Questions with User Emotions . EMTCIR/UM-CIR@SIGIR-AP. CEUR-WS.org. CEUR Workshop Proceedings
Parapar J.,
Mart\'\in-Rodilla P.,
Losada Carril D.,
Crestani F. (2024)
eRisk 2024: Depression, Anorexia, and Eating Disorder Challenges . ECIR (5). Springer. Lecture Notes in Computer Science
Sekulic I.,
Lajewska W.,
Balog K.,
Crestani F. (2024)
Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search . ECIR (3). Springer. Lecture Notes in Computer Science
Parapar J.,
Mart\'\in-Rodilla P.,
Losada Carril D.,
Crestani F. (2024)
Overview of eRisk 2024: Early Risk Prediction on the Internet . CLEF (2). Springer. Lecture Notes in Computer Science
Sekulic I.,
Balog K.,
Crestani F. (2024)
Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search . CHIIR. ACM
Owoicho P.,
Sekulic I.,
Aliannejadi M.,
Dalton J.,
Crestani F. (2023)
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond . SIGIR. ACM
Ravenda F.,
Raballo A.,
Mira A.,
Crestani F. (2023)
Incremental Mixture of Normalizing Flows for Dynamic Topic Modelling . IIR. CEUR-WS.org. CEUR Workshop Proceedings
Parapar J.,
Mart\'\in-Rodilla P.,
Losada Carril D.,
Crestani F. (2023)
eRisk 2023: Depression, Pathological Gambling, and Eating Disorder Challenges . ECIR (3). Springer. Lecture Notes in Computer Science
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
Gotsman C.,
Hormann K. (2022)
Compressing geodesic information for fast point-to-point geodesic distance queries . SIGGRAPH Asia 2022 Conference Proceedings. ACM. Daegu, Republic of Korea
Sekulic I.,
Aliannejadi M.,
Crestani F. (2022)
Evaluating Mixed-initiative Conversational Search Systems via User Simulation . WSDM. ACM
Parapar J.,
Mart\'\in-Rodilla P.,
Losada Carril D.,
Crestani F. (2022)
eRisk 2022: Pathological Gambling, Depression, and Eating Disorder Challenges . ECIR (2). Springer. Lecture Notes in Computer Science
Sekulic I.,
Aliannejadi M.,
Crestani F. (2022)
Exploiting Document-Based Features for Clarification in Conversational Search . ECIR (1). Springer. Lecture Notes in Computer Science
Hormann K. ,
Kania L.,
Yap C. (2021)
Novel range functions via Taylor expansions and recursive Lagrange interpolation with application to real root isolation . Proceedings of the 2021 ACM International Symposium on Symbolic and Algebraic Computation. ACM. Saint Petersburg, Russia
Sekulic I.,
Aliannejadi M.,
Crestani F. (2021)
Towards Facet-Driven Generation of Clarifying Questions for Conversational Search . ICTIR. ACM
Aliannejadi M.,
Crestani F. ,
Huibers T.,
Landoni M. ,
Murgia E.,
Pera M. S. (2021)
The Impact of User Demographics and Task Types on Cross-App Mobile Search . FQAS. Springer. Lecture Notes in Computer Science
Parapar J.,
Mart\'\in-Rodilla P.,
Losada Carril D.,
Crestani F. (2021)
eRisk 2021: Pathological Gambling, Self-harm and Depression Challenges . ECIR (2). Springer. Lecture Notes in Computer Science
Sekulic I.,
Aliannejadi M.,
Crestani F. (2021)
User Engagement Prediction for Clarification in Search . ECIR (1). Springer. Lecture Notes in Computer Science
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
Aliannejadi M.,
Zamani H.,
Crestani F. ,
Croft W. B. (2019)
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations . SIGIR. ACM
Sharygina N. ,
Pastore F.,
Mariani L.,
Hyvärinen A.,
Fedyukovich G. ,
Sehestedt S.,
Ali M. (2014)
Verification-aided regression testing . ISSTA 2014. San Jose, CA. July 21 - 26, 2014
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
Conference poster (2)
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
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
