| DAY 1 - 14 OCTOBER 2024 | |||
| 08:30 - 08:50 | Registration | ||
| 08:50 - 09:00 | Opening | Riccardo Guidotti (University of Pisa), Anna Monreale (University of Pisa), Dino Pedreschi (University of Pisa) | |
| 09:00 - 10:30 | LLM, Text Analytics, and Ethical Aspects of AI | Chair: Mattia Cerrato (JGU Mainz) | |
| Paper ID | Authors Names | Paper Title | |
| 23 | Cristian Cosentino (Università della Calabria); Merve GÜNDÜZ (Manisa Celal Bayar University); Fabrizio Marozzo (Universita' della Calabria); Şule Öztürk Birim (Manisa Celal Bayar University)* | Exploiting Large Language Models for Enhanced Review Classification Explanations through Interpretable and Multidimensional Analysis | |
| 134 | Fabrizio Angiulli (University of Calabria); Francesco De Luca (University of Calabria)*; Fabio Fassetti (Universita della Calabria); Simona Nisticò (University of Calabria) | Large Language Models-based Local Explanations of Text Classifiers | |
| 128 | Korbinian Randl (Stockholm University)*; John Pavlopoulos (Athens University of Economics and Business); Aron Henriksson (Stockholm University); Tony Lindgren (Stockholm University) | Evaluating the Reliability of Self-Explanations in Large Language Models | |
| 124 | Riccardo Cantini (University of Calabria)*; Giada Cosenza (University of Calabria); Alessio Orsino (University of Calabria); Domenico Talia (UNICAL) | Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation | |
| 14 | Francesco Scala (CNR-ICAR and Unical )*; Sergio Flesca; Luigi Pontieri (CNR-ICAR, Italy) | Play it straight: An intelligent Data Pruning technique for Green-AI | |
| 10:30 - 11:00 | Coffee Break | ||
| 11:00 - 12:00 | LLM, Text Analytics, and Ethical Aspects of AI | Chair: Roberto Pellungrini (Scuola Normale Superiore) | |
| Paper ID | Authors Names | Paper Title | |
| 51 | Rémy RD Decoupes (INRAE)*; Roberto Interdonato (CIRAD); Mathieu Roche; Maguelonne Teisseire (INRAE - UMR Tetis); Sarah Valentin (CIRAD) | Evaluation of Geographical Distortions in Language Model | |
| 163 | Boshko Koloski (Jožef Stefan Institute (JSI))*; Senja Pollak (Jozef Stefan Institute); Roberto Navigli (Sapienza University of Rome); Blaž Škrlj (Institute Jožef Stefan) | AutoML-guided Fusion of Entity and LLM-based representations | |
| 76 | Angelo Impedovo (Niuma s.r.l.)*; Giuseppe Rizzo (Niuma s.r.l); Antonio Di Mauro (Niuma srl) | Open-set Named Entity Recognition: A preliminary study | |
| 12:00 - 13:00 |
Keynote
|
Roberto Navigli (Sapienza University of Rome & Babelscape) | What is missing in Today's Large Language Models? Details... |
| 13:00 - 14:30 | Lunch Break | ||
| 14:30 - 16:00 | NLP, Sequential Data and Science Discovery | Chair: Sarah Valentin (CIRAD) | |
| Paper ID | Authors Names | Paper Title | |
| 56 | Vitor Cerqueira (FEUP)*; Luis Andre Roque (FEUP); Carlos Soares (U. Porto) | Forecasting with Deep Learning: Beyond Average of Average of Average Performance | |
| 37 | Mario Bianchi (University of Pisa); Francesco Spinnato (University of Pisa)*; Riccardo Guidotti (University of Pisa); Daniele Maccagnola (Generali); Antonio Bencini Farina (Generali) | Multivariate Asynchronous Shapelets for Imbalanced Car Crash Predictions | |
| 159 | Kirsten Köbschall (Johannes Gutenberg University Mainz)*; Lisa Hartung (Johannes Gutenberg University Mainz); Stefan Kramer (Johannes Gutenberg University Mainz) | Soft Hoeffding Tree: A Transparent and Differentiable Model on Data Streams | |
| 29 | Michail Koumpanakis (University of Houston)*; Ricardo Vilalta (University of Houston) | Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networks | |
| 17 | Martin Špendl (Faculty of Computer and Information Science, University of Ljubljana)*; Tomaž Curk (Faculty of Computer and Information Science, University of Ljubljana); Blaz Zupan (Lublijana University) | Latent Embedding Based on a Transcription-Decay Decomposition of mRNA Dynamics Using Self-Supervised CoxPH | |
| 16:00 - 16:30 | Coffee Break | ||
| 16:30 - 18:00 | Data-Driven Science Discovery Methodologies | Chair: Saso Dzeroski (Jozef Stefan Institute) | |
| Paper ID | Authors Names | Paper Title | |
| 36 | Roman Titov (ITMO University); Alexander Hvatov (ITMO University)* | Differential equation discovery of robotic swarm as active matter | |
| 162 | Mattia Cerrato (JGU Mainz)*; Nicholas Schmitt (University of Tübingen); Lennart Yannis Baur (Johannes Gutenberg University Mainz); Edward Finkelstein (UC Irvine); Selina Jukic (Johannes Gutenberg University Mainz); Lars Werner Münzel (Johannes Gutenberg University Mainz); Felix Peter Paul (Johannes Gutenberg University Mainz); Pascal Pfannes (Johannes Gutenberg University Mainz); Benedikt Rohr (Johannes Gutenberg University Mainz); Julius Schellenberg (Johannes Gutenberg University Mainz); Philipp Wolf (Johannes Gutenberg University Mainz); Stefan Kramer (Johannes Gutenberg University Mainz) | Science-Gym: A simple testbed for AI-driven scientific discovery | |
| 40 | Jonas Niederle (Technical University Eindhoven); Simon M Koop (Technische Universiteit Eindhoven)*; Marc Pagès-Gallego (Center for Molecular Medicine, UMC Utrecht); Vlado Menkovski (Eindhoven University of Technology) | VADA: a Data-Driven Simulator for Nanopore Sequencing | |
| 55 | Kamer Cekini (IIT-CNR); Elisabetta Biondi (IIT-CNR)*; Chiara Boldrini (CNR); Andrea Passarella (IIT-CNR); Marco Conti (IIT-CNR) | Social Isolation, Digital Connection: COVID-19's Impact on Twitter Ego Networks | |
| 114 | Antonio Di Cecco (University of Chieti-Pescara); Andrea Papini (Chalmers & Gothenburg University); Carlo Metta (ISTI CNR)*; Marco Fantozzi (None); Silvia G Galfre' (University of Pisa); Francesco Morandin (Università di Parma); Maurizio Parton (Università di Chieti-Pescara) | SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics | |
| 18:30 - 20:00 | Poster Session & Aperitif | ||
| Paper ID | Authors Names | Paper Title | |
| 170 | Stefano Silvestri (ICAR-CNR)*; Giuseppe Felice Russo (ICAR-CNR); Giuseppe Tricomi (ICAR-CNR) | A Dataset for the Fine-tuning of LLM for the NER Task in the Cyber Security Domain | |
| 172 | Giada Anastasi (IFC - CNR Pisa); Daniela Gasperini (CNR)*; Michela Franchini (IFC - CNR Pisa); Stefania Pieroni (IFC - CNR Pisa); Francesca Denoth (IFC - CNR Pisa); Alessia Formica (IFC - CNR Pisa); Sonia Cerrai (IFC - CNR Pisa); Corrado Fizzarotti (IFC - CNR Pisa); Sabrina Molinaro (IFC - CNR Pisa) | Dress-p.i.n.k.: an easy-to-use digital tool for Health Promotion and Community-Based Participatory Prevention of Breast Cancer | |
| 173 | Hajar Baghcheband (University of Porto)*; Carlos Soares (U. Porto); Luis P Reis (Universidade de Porto) | CNP-MLDM: Contract Net Protocol for Negotiation in Machine Learning Data Market | |
| 174 | Alessio Cascione (University of Pisa)*; Aldo Cerulli (University of Pisa); Marta Marchiori Manerba (Università di Pisa ); Lucia Passaro (University of Pisa) | Investigating the Hurtfulness of Misogynistic Tweets Across Professions | |
| 175 | Angelica Lo Duca (IIT-CNR)*; Rosa Lo Duca (ARPA Lazio) | Towards AI-Based Data Analytics for Environmental Monitoring | |
| 177 | Jannis Brugger (TU Darmstadt)*; Viktor Pfanschilling (TU Darmstadt); Mira Mezini (TU Darmstadt); Stefan Kramer (Johannes Gutenberg University Mainz) | Residuals for Equation Discovery | |
| 178 | Kiara Stempel (Johannes Gutenberg University Mainz)*; Stefan Kramer (Johannes Gutenberg University Mainz) | FairTrader: A Method to Smoothly Control the Performance-Fairness Trade-Off | |
| 184 | Alexander Hartl (TU Wien); Felix Iglesias (TU Wien)*; Tanja Zseby (TU Wien) | Detection of Periodical Patterns and Contextual Anomalies in Data Streams | |
| 185 | Felix Iglesias (TU Wien)*; Lynh Vy Thuy HOANG (BRGM); Laurence Gourcy (BRGM); Agnes Grossel (INRAE); Amélie De Filippis (Lig'Air); Jean-Sébastien Moquet (CNRS); Frédéric Ros ( Orleans University) | Digital Twins of Natural Resources in the Loire Valley | |
| 99 | Edoardo Allegrini (Sapienza University of Rome)*; Edoardo Di Paolo (Sapienza, University of Rome); Marinella Petrocchi (IIT CNR); Angelo Spognardi (Sapienza University of Rome) | A Proposal for Uncovering Hidden Social Bots via Genetic Similarity | |
| 187 | Marcus Thiel (Otto-von-Guericke-Universität Magdeburg)*; Saijal Shahania (DZHW); Andreas Nuernberger ( Magdeburg University) | Effective and Transparent Attributions for Fake News Classification and Search | |
| 188 | Veronica Buttaro (Università degli Studi di Bari "Aldo Moro"); Michelangelo Ceci (University of Bari); Gianvito Pio (University of Bari)* | Handling the Challenges of Microbiome Data through Supervised Autoencoders for the Non-invasive Disease Diagnosis | |
| 189 | Matteo Gregorini (Università di Pisa)* | Causality-aware Machine Learning | |
| 145 | Mahefa Ratsisetraina Ravelonanosy (Eindhoven University of Technology)*; Jim Portegies (TUe); Vlado Menkovski (Eindhoven University of Technology) | Topological degree as a discrete diagnostic for disentanglement, with applications to the ∆VAE | |
| 160 | Gioacchino Sterlicchio (Polytechnic of Bari); Francesca Alessandra Lisi (University of Bari "A. Moro")* | Declarative Pattern Mining in Network Security | |
| 183 | Mattia Ricchi (University of Pisa & INFN Bologna)*; Fabrizio Alfonsi (INFN Bologna); Camilla Marella (University of Bologna); Marco Barbieri (Stanford University); Alessandra Retico (INFN Pisa); Leonardo Brizi (University of Bologna); Alessandro Gabrielli (University of Bologna & INFN Bologna); Claudia Testa (University of Bologna & INFN Bologna) | Hardware acceleration for ultra-fast Neural Network training on FPGA for MRF map reconstruction | |
| 176 | Ludovica de Paolis (International School for Advanced Studies - SISSA)* | Synthesizing naturalistic visual textures with multiscale, nonlinear constraints using deep neural samplers | |
| 165 | Alessia Galdeman (Università degli Studi di Milano)*; Matteo Zignani (Università degli Studi di Milano); Christian Quadri (Università degli Studi di Milano); Sabrina Gaito (Università degli Studi di Milano) | Graph evolution rules for node temporal behavioral representation | |
| DAY 2 - 15 OCTOBER 2024 | |||
| 09:00 - 10:30 | Graph Neural Network, Graph Theory & Unsupervised Learning | Chair: Roberto Interdonato (CIRAD) | |
| Paper ID | Authors Names | Paper Title | |
| 92 | Michele Fontanesi (University of Pisa)*; Alessio Micheli (University of Pisa); Marco Podda (University of Pisa); Domenico Tortorella (University of Pisa) | Analyzing Explanations of Deep Graph Networks through Node Centrality and Connectivity | |
| 82 | Amr Alkhatib (KTH Royal Institute of Technology)*; Henrik Bostrom (KTH Royal Institute of Technology) | Interpretable Graph Neural Networks for Heterogeneous Tabular Data | |
| 95 | Flora Angileri (University of Rome Tor Vergata); Giulia Lombardi (University of Trento); Andrea Fois (Università degli Studi di Parma); Renato Faraone (Università di Parma); Carlo Metta (ISTI CNR)*; Michele Salvi (University Rome 2, Tor Vergata); Luigi Amedeo Bianchi (Università di Trento); Marco Fantozzi (None); Silvia G Galfre' (University of Pisa); Daniele Pavesi (University of Parma); Maurizio Parton (Università di Chieti-Pescara); Francesco Morandin (Università di Parma) | A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning | |
| 45 | Reynald EUGENIE (Université des Antilles)*; Erick Stattner (LAMIA Laboratory) | Utility VS Usability: Towards a search for balance in subgroup discovery problem | |
| 61 | John Pavlopoulos (Athens University of Economics and Business)*; Georgios Vardakas (University of Ioannina); Aristidis Likas (University of Ioannina, Greece) | Revisiting Silhouette Aggregation | |
| 10:30 - 11:00 | Coffee Break | ||
| 11:00 - 12:00 | Unsupervised Learning & Regression | Chair: Francesca Naretto (University of Pisa) | |
| Paper ID | Authors Names | Paper Title | |
| 35 | Ruggero G. Pensa (University of Turin)*; Anton Crombach (Inria); Sergio Peignier (INSA Lyon); Christophe Rigotti (INSA Lyon) | Combining SHAP-driven Co-clustering and Shallow Decision Trees to Explain XGBoost | |
| 48 | Anri Patron (University of Helsinki)*; Rafael Savvides (University of Helsinki); Lauri Franzon (University of Helsinki); Hoang Phuc Hau Luu (University of Helsinki); Kai Puolamäki (University of Helsinki) | Fast and Understandable Nonlinear Supervised Dimensionality Reduction | |
| 44 | Santo Thies (University Munich (LMU)); Juan C. Alfaro (Universidad de Castilla-La Mancha)*; Viktor Bengs (LMU Munich) | MORE-PLR: Multi-Output Regression Employed for Partial Label Ranking | |
| 12:00 - 13:00 |
Keynote
|
Carlos Castillo (ICREA and Universitat Pompeu Fabra) | Human Factors and Algorithmic Fairness Details... |
| 13:00 - 14:30 | Lunch Break | ||
| 14:30 - 16:00 | Tree-based Models and Causal Discovery | Chair: Michelangelo Ceci (University of Bari) | |
| Paper ID | Authors Names | Paper Title | |
| 112 | Fouad Alkhoury (University of Bonn and Lamarr Institute for Machine Learning and Artificial Intelligence)*; Pascal Welke (TU Wien) | Splitting Stump Forests: Tree Ensemble Compression for Edge Devices | |
| 67 | Amir Hossein Akhavan Rahnama (KTH Royal Institute of Technology)*; Henrik Bostrom (KTH Royal Institute of Technology); Pierre Geurts (University of Liège) | Faithfulness of Local Explanations for Tree-Based Ensemble Models | |
| 38 | Hugo Bellamy (University of Cambridge)*; Ross King (University of Cambridge) | Random Forests for Heteroscedastic Data | |
| 42 | Florian Beck (JKU Linz)*; Johannes Fürnkranz (JKU Linz); Phuong Van Quoc Huynh (Institute for application-oriented knowledge processing (FAW), JKU) | Learning Deep Rule Concepts as Alternating Boolean Pattern Trees | |
| 125 | Konstantina Biza (University of Crete)*; Antonios Ntroumpogiannis (University of Crete); Sofia Triantafillou (University of Crete); Ioannis Tsamardinos (University of Crete) | ETIA: towards an automated causal discovery pipeline | |
| 16:00 - 16:30 | Coffee Break | ||
| 16:30 - 18:00 | Security & Anomaly Detection | Chair: Ruggero G. Pensa (University of Turin) | |
| Paper ID | Authors Names | Paper Title | |
| 41 | Pablo Torrijos Arenas (Universidad de Castilla-La Mancha)*; Jose A Gamez (Universidad de Castilla-La Mancha); Jose Puerta | FedGES: A Federated Learning Approach for Bayesian Network Structure Learning | |
| 106 | Ermiyas Birihanu Belachew (Eötvös Loránd University)*; Ayyoub Soullami (Eötvös Loránd University); Imre Lendák (Eötvös Loránd University) | Enhancing Industrial Control Systems Security: Real-Time Anomaly Detection with Uncertainty Estimation | |
| 153 | Bahar Emami Afshar (University of Ottawa)*; Paula Branco (University of Ottawa); Tolga Kurt (H3M Analytics Inc.); Utku Gorkem Ketenci (H3M Analytics Inc); Hikmet Mazmanoglu (H3M Analytics Inc.) | ITERADE - ITERative Anomaly Detection Ensemble for Credit Card Fraud Detection | |
| 52 | Thijs GG van Weezel (Eindhoven University of Technology)*; Patrick Bastiaanssen (Technical University of Eindhoven); Tychon Bos (TUE); Famke van Ree (Tue); Sibylle Hess (TU Eindhoven) | Purifying Adversarial Examples Using an Autoencoder | |
| 108 | Sieben Bocklandt (KU Leuven)*; Vincent Derkinderen (KU Leuven); Angelika Kimmig; Luc De Raedt (KU Leuven) | Approximate Compression of CNF Concepts | |
| 19:15 - 24:00 | Aperitif & Social Dinner at Villa Scorzi and Award Cerimony. The event will be at Villa Scorzi (~10km, 15min) a Bus Transfer is available from Park Paparelli: meeting at 18:30, departure at 18:45. |
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| DAY 3 - 16 OCTOBER 2024 | |||
| 09:00 - 10:30 | Computer Vision and Explainable AI | Chair: Sybille Hess (TU Eindhoven) | |
| Paper ID | Authors Names | Paper Title | |
| 81 | Fabio Michele Russo (IMT School for Advanced Studies Lucca); Carlo Metta (ISTI CNR)*; Anna Monreale (University of Pisa, Italy); Salvatore Rinzivillo (KDDLab - ISTI - CNR); Fabio Pinelli (IMT Lucca) | Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model | |
| 22 | Vito Recchia (Università degli Studi di Bari Aldo Moro)*; Giuseppina Andresini (University of Bari Aldo Moro); Annalisa Appice (University of Bari Aldo Moro); Giampietro Fontana (Università degli Studi di Bari Aldo Moro); Donato Malerba (Università degli Studi di Bari Aldo Moro) | An attention-based CNN approach to detect forest tree dieback caused by insect outbreak in Sentinel-2 images | |
| 79 | Avinash Kori (ICL)*; Ben Glocker (Imperial College London); Francesca Toni (Imperial College London) | Explaining Image Classifiers with Visual Debates | |
| 156 | Sean Park (University of Auckland)*; Jörg Wicker (The University of Auckland); Katharina Dost (University of Auckland) | Resource-Constrained Binary Image Classification | |
| 63 | Roger Ferrod (University of Turin)*; Luigi Di Caro (University of Turin); Dino Ienco (INRAE) | Towards a multimodal framework for remote sensing image change retrieval and captioning | |
| 10:30 - 11:00 | Coffee Break | ||
| 11:00 - 12:00 | Classification | Chair: Riccardo Guidotti (University of Pisa) | |
| Paper ID | Authors Names | Paper Title | |
| 69 | Andrea Apicella (University of Naples Federico II); Salvatore Giugliano (Università di Napoli Federico II)*; Roberto Prevete (University of Naples federico II); Francesco Isgrò (Università di Napoli Federico II) | Improving the performance of already trained classifiers through an automatic explanation-based learning approach | |
| 119 | Lorenzo Volpi (ISTI CNR); Alejandro Moreo (ISTI-CNR)*; Fabrizio Sebastiani (Consiglio Nazionale delle Ricerche) | A Simple Method for Classifier Accuracy Prediction under Prior Probability Shift | |
| 130 | Mohamed Karim Belaid (IDIADA GmbH)*; Maximilian Rabus (Dr. Ing. h.c. F. Porsche AG); Eyke Hüllermeier (University of Munich) | Pairwise Difference Learning for Classification | |
| 12:00 - 13:00 |
Keynote
|
Francesca Toni (Imperial College London) | Bridging Explainable AI and Contestability Details... |
| 13:00 - 14:30 | Lunch Break | ||
| 14:30 - 16:00 | City for Citizens and Explainable AI | Chair: Roberto Trasarti (ISTI_CNR) | |
| Paper ID | Authors Names | Paper Title | |
| 115 | Matteo Bohm (Sapienza University of Rome); Patricio Reyes (Barcelone Supercomputing Center (BSC)); Mirco Nanni (CNR-ISTI Pisa, Italy); Luca Pappalardo (ISTI)* | Explaining urban vehicle emissions in Rome | |
| 75 | Alessio Cascione (University of Pisa)*; Mattia Setzu (University of Pisa); Federico A Galatolo (University of Pisa); Mario G.C.A. Cimino (University of Pisa); Riccardo Guidotti (University of Pisa) | Interpretable Machine Learning for Oral Lesion Diagnosis through Prototypical Instances Identification | |
| 85 | Samuele Tonati (Scuola Normale Superiore Pisa)*; Marzio Di Vece (Scuola Normale Superiore Pisa); Roberto Pellungrini (University of Pisa); Fosca Giannotti (Scuola Normale Superiore) | Ensemble Counterfactual Explanations for Churn Analysis | |
| 86 | Andrea Fedele (University of Pisa)*; Riccardo Guidotti (University of Pisa); Dino Pedreschi (University of Pisa) | This Sounds Like That: Explainable Audio Classification via Prototypical Parts | |
| 102 | Federico Mazzoni (University of Pisa)*; Simona Mazzarino (University of Pisa); Giulio Rossetti (CNR-ISTI) | TETRA: TExtual TRust Analyzer for a Gricean Approach to Social Networks | |
| 16:00 - 16:30 | Coffee Break | ||
| 16:30 - 17:50 | Societal Debates and Misinformation Analysis | Chair: Chiara Boldrini (IIT-CNR) | |
| Paper ID | Authors Names | Paper Title | |
| 93 | Luca Maiano (Sapienza University)*; Martina Evangelisti (Sapienza University of Rome); Silvia Bianchini (Sapienza University of Rome); Aris Anagnostopoulos (Sapienza University of Rome) | What’s Real News Today? A Multimodal, Continual-Learning Approach for Detecting Fake News Over Time | |
| 120 | Carmela Comito (ICAR-CNR)*; Massimo Guarascio (ICAR-CNR); Angelica Liguori (ICAR-CNR); Giuseppe Manco (ICAR-CNR, IT); Francesco S. Pisani (ICAR-CNR) | Beyond the Horizon: Using Mixture of Experts for Domain Agnostic Fake News Detection | |
| 121 | Andrea Failla (University of Pisa)*; Giulio Rossetti (CNR-ISTI); Davide Perra (University of Pisa) | Quantifying Attraction to Extreme Opinions in Online Debates | |
| 98 | Salvatore Citraro (ISTI CNR)*; Valentina Pansanella (ISTI CNR); Giulio Rossetti (CNR-ISTI) | Structure-Attribute Similarity Interplay in Diffusion Dynamics on Social Networks | |
| 17:50 - 18:00 | Closing Remark | Riccardo Guidotti (University of Pisa), Anna Monreale (University of Pisa), Dino Pedreschi (University of Pisa) | |
| 18:00 - 20:00 | Poster Session & Aperitif | ||
| Paper ID | Authors Names | Paper Title | |
| 68 | Jaakko Tervonen (VTT Technical Research Centre of Finland)* | Personalized multiclass stress and cognitive load detection | |
| 179 | Gennaro Zanfardino (Universitá degli studi dell'Aquila)* | Urban Digital Twin for Territorial Management | |
| 180 | Mohamed Karim Belaid (IDIADA GmbH)* | Leveraging Data Point Interactions for Enhanced Machine Learning models | |
| 181 | Claudio Giovannoni (Università di Pisa)*; Anna Monreale (University of Pisa, Italy); Salvatore Rinzivillo (KDDLab - ISTI - CNR); Carlo Metta (ISTI CNR) | WAIT, I Can Explain! Introducing Weighted AI Integration for Tailored Explanation | |
| 182 | Alina Vozna (University of Pisa)* | Intelligent Empathic Robots in Elderly Healthcare | |
| 32 | Erik Schönwälder (Technische Universität Dresden)*; Julius Gonsior (Technische Universität Dresden); Anja Reusch (TU Dresden); Claudio Hartmann (Technische Universität Dresden); Wolfgang Lehner (TU Dresden) | TAFT: A Transformer-Based Approach for Format Transformation | |
| 47 | Sarah Valentin (CIRAD)*; Edmond Menya (Strathmore University, Nairobi); Roberto Interdonato (CIRAD); Mathieu Roche; Dickson Owuor (Strathmore University ) | Integrating textual data for enhanced explanation of food crises at subnational scale | |
| 83 | Mert Arda Asar (Galatasaray University)*; Günce Keziban Orman (Galatasaray University) | Asset Subsets Identification via Investment Universe Complex Network | |
| 84 | Elif Ece Erdem (Galatasaray University)*; Günce Keziban Orman (Galatasaray University) | Enhancing Recommendation Systems' Performance with Network-Oriented Negative Sampling | |
| 186 | Isacco Beretta (Università di Pisa); Martina Cinquini (University of Pisa)* | Leveraging Time-Aware Causal Algorithmic Recourse for Promoting Fairness | |
| 101 | Andrea Pedrotti (Università di Pisa)*; Alejandro Moreo (ISTI-CNR); Fabrizio Sebastiani (Consiglio Nazionale delle Ricerche) | Multimodal Heterogeneous Transfer Learning for Multilingual Image-Text Classification | |
| 107 | Ricardo C. Inácio (FEUP)*; Vitor Cerqueira (FEUP); Marília Barandas (Fraunhofer Portugal AICOS); Carlos Soares (U. Porto) | Meta-learning and Data Augmentation for Stress Testing Forecasting Models | |
| 111 | Antonio Dal Maso (Politecnico di Torino)*; Harold Kiossou (UCLouvain); Siegfried Nijssen (Université Catholique de Louvain, BE) | MID : A New Strategy for Learning Optimal Decision Trees on Continuous Data | |
| 137 | Marco Gregnanin (IMT School for Advanced Studies Lucca )*; Johannes De Smedt (KU Leuven); Giorgio Gnecco (IMT School for Advanced Studies Lucca); Maurizio Parton (Università di Chieti-Pescara) | A Generative Adversarial Graph Neural Network for Synthetic Time Series Data | |
| 190 | Cristiano Landi (University of Pisa); Andrea Fedele (University of Pisa); Clara Punzi (Scuola Normale Superiore)*; Stefano Tramacere (Scuola Superiore Sant’Anna); Mattia Franchi De' Cavalieri (Scuola Superiore Sant’Anna) | T-REX: A Framework to Build Trustworthy Recommenders of Evidence Exaplanation | |
| 191 | Clara Punzi (Scuola Normale Superiore)*; Roberto Pellungrini (University of Pisa); Fosca Giannotti (Scuola Normale Superiore) | L2loRe: a method for explaining the reject option | |
| 54 | Manuel Dileo (University of Milan)*; Matteo Zignani (Università degli Studi di Milano) | Network-wide shocking events through the lens of node representation shift | |