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20th AI*IA 2021: Virtual Event
- Stefania Bandini
, Francesca Gasparini
AIxIA 2021 - Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13196, Springer 2022, ISBN 978-3-031-08420-1
Planning and Strategies
- Hossein Karami, Antony Thomas, Fulvio Mastrogiovanni:
Task Allocation for Multi-robot Task and Motion Planning: A Case for Object Picking in Cluttered Workspaces. 3-17 - Francesco Percassi
A Sound (But Incomplete) Polynomial Translation from Discretised PDDL+ to Numeric Planning. 18-31 - Riccardo De Benedictis
Enhancing Telepresence Robots with AI: Combining Services to Personalize and React. 32-45 - Roberto Gallotta
Tafl-ES: Exploring Evolution Strategies for Asymmetrical Board Games. 46-58
Constraints, Argumentation, and Logic Programming
- Fernanda N. T. Furukita, Fernando J. M. Marcellino, Jaime Simão Sichman:
Combining DCOP and MILP for Complex Local Optimization Problems. 61-76 - Stefano Demarchi, Marco Menapace, Armando Tacchella:
Automated Design of Elevator Systems: Experimenting with Constraint-Based Approaches. 77-90 - Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor:
Modular Logic Argumentation in Arg-tuProlog. 91-103 - Giuseppe Pisano
Burden of Persuasion in Meta-argumentation. 104-119
Knowledge Representation, Reasoning, and Learning
- Valeria Fionda
Reasoning About Smart Contracts Encoded in LTL. 123-136 - Sagar Malhotra, Luciano Serafini:
A Combinatorial Approach to Weighted Model Counting in the Two-Variable Fragment with Cardinality Constraints. 137-152 - Gabriele Sartor
Option Discovery for Autonomous Generation of Symbolic Knowledge. 153-167
Natural Language Processing
- Manuel Borroto, Francesco Ricca
A Neural-Machine-Translation System Resilient to Out of Vocabulary Words for Translating Natural Language to SPARQL. 171-184 - Emilio Sulis
Exploiting Textual Similarity Techniques in Harmonization of Laws. 185-197 - Marco Anteghini
Easy Semantification of Bioassays. 198-212 - Melika Golestani, Zeinab Borhanifard, Farnaz Tahmasebian, Heshaam Faili:
Pruned Graph Neural Network for Short Story Ordering. 213-227 - Claudia Breazzano, Danilo Croce, Roberto Basili:
Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification. 228-244 - Alessio Miaschi
Punctuation Restoration in Spoken Italian Transcripts with Transformers. 245-260
AI for Content and Social Media Analysis
- Vincenzo Auletta
On the Impact of Social Media Recommendations on Opinion Consensus. 263-278 - Elisabetta Fersini
Misogynous MEME Recognition: A Preliminary Study. 279-293
Signal Processing: Images, Videos and Speech
- Dalila Ressi
A Relevance-Based CNN Trimming Method for Low-Resources Embedded Vision. 297-309 - Giorgio De Magistris
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction. 310-325 - Sergio Caputo, Giovanna Castellano
Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. 326-337 - Simone Bianco
ArabCeleb: Speaker Recognition in Arabic. 338-347 - Intissar Khalifa, Ridha Ejbali
Static, Dynamic and Acceleration Features for CNN-Based Speech Emotion Recognition. 348-358 - Aurora Saibene
EEG-Based BCIs for Elderly Rehabilitation Enhancement Exploiting Artificial Data. 359-374
Machine Learning for Argumentation, Explanation, and Exploration
- Federico Cerutti
Supporting Trustworthy Artificial Intelligence via Bayesian Argumentation. 377-388 - Nicola Picchiotti
Logic Constraints to Feature Importance. 389-402 - Nicola Picchiotti
Clustering-Based Interpretation of Deep ReLU Network. 403-412 - Jim Martin Catacora Ocana, Roberto Capobianco, Daniele Nardi:
Exploration-Intensive Distractors: Two Environment Proposals and a Benchmarking. 413-428 - Purin Sukpanichnant, Antonio Rago
Neural QBAFs: Explaining Neural Networks Under LRP-Based Argumentation Frameworks. 429-444
Machine Learning and Applications
- Kaveena Persand, Andrew Anderson, David Gregg:
Domino Saliency Metrics: Improving Existing Channel Saliency Metrics with Structural Information. 447-461 - Domenico Amato, Giosuè Lo Bosco, Raffaele Giancarlo:
Learned Sorted Table Search and Static Indexes in Small Model Space. 462-477 - Giuseppina Andresini
Siamese Networks with Transfer Learning for Change Detection in Sentinel-2 Images. 478-489 - Salvatore Gaglio, Andrea Giammanco
Adversarial Machine Learning in e-Health: Attacking a Smart Prescription System. 490-502 - Tuan D. Pham:
Deep Learning of Recurrence Texture in Physiological Signals. 503-514 - Ahmed Badar
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs. 515-531 - Vitor A. C. Horta, Alessandra Mileo:
Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs. 532-549 - Sayo M. Makinwa, Biagio La Rosa
Detection Accuracy for Evaluating Compositional Explanations of Units. 550-563 - Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili:
Knowledge-Based Neural Pre-training for Intelligent Document Management. 564-579 - Youness Moukafih, Nada Sbihi, Mounir Ghogho, Kamel Smaïli:
Improving Machine Translation of Arabic Dialects Through Multi-task Learning. 580-590 - Giorgio Lazzarinetti
Continuous Defect Prediction in CI/CD Pipelines: A Machine Learning-Based Framework. 591-606
AI Applications
- Allegra De Filippo
Robust Optimization Models For Local Flexibility Characterization of Virtual Power Plants. 609-623 - Feras A. Batarseh
Explainable Artificial Intelligence for Technology Policy Making Using Attribution Networks. 624-637 - Marco Esposito
A Comparative Study of AI Search Methods for Personalised Cancer Therapy Synthesis in COPASI. 638-654 - Angela Pappagallo:
Effective Analysis of Industry-Relevant Cyber-Physical Systems via Statistical Model Checking. 655-670 - Simone Caruso
An ASP-Based Approach to Scheduling Pre-operative Assessment Clinic. 671-688 - Stjepan Zelic, Marko Durasevic, Domagoj Jakobovic, Lucija Planinic:
Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm. 689-699 - Massimiliano Ronzani
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service. 700-715
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