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AIxIA 2022 - Advances in Artificial Intelligence : XXIst International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings / edited by Agostino Dovier, Angelo Montanari, Andrea Orlandini.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 13796
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 13796
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer science.
- Software engineering.
- Computers, Special purpose.
- Compilers (Computer programs).
- Application software.
- Artificial Intelligence.
- Theory of Computation.
- Software Engineering.
- Special Purpose and Application-Based Systems.
- Compilers and Interpreters.
- Computer and Information Systems Applications.
- Local Subjects:
- Artificial Intelligence.
- Theory of Computation.
- Software Engineering.
- Special Purpose and Application-Based Systems.
- Compilers and Interpreters.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XIV, 502 pages) : 128 illustrations, 109 illustrations in color.
- Edition:
- 1st ed. 2023.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2023.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the XXIst International Conference of the Italian Association for Artificial Intelligence on AIxIA 2022 - Advances in Artificial Intelligence, which was held in Udine, Italy, during November 28-December 2, 2022. The 33 full papers and 1 invited paper presented in this volume were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Hybrid Approaches; Graphs and Networks; Multiagent Systems; Automated Planning and Scheduling; AI Applications; Miscellany; Natural Language Processing; and Keynote talk.
- Contents:
- Hybrid Approaches
- The PSyKE technology for Trustworthy Artificial Intelligence
- A Declarative Approach to Contrast Pattern Mining
- Graphs and Networks
- Approximate Inference in Probabilistic Answer Set Programming for Statistical Probabilities
- Decision Trees with a Modal Flavor
- Assisted Process Knowledge Graph Building Using Pre-Trained Language Models
- Neural Networks Reduction via Lumping
- Knowledge Enhanced Neural Networks for relational domains
- Logic Tensor Networks for Top-N Recommendation
- Multiagent Systems
- A Review of the Muddy Children Problem
- Multi-Agent Cooperative Argumentation in Arg2P
- Ethics by Design for Intelligent and Sustainable Adaptive systems
- Automated Planning and Scheduling
- Verification of Numeric Planning Problems through Domain Dynamic Consistency
- Comparing Multi-Agent Path Finding Algorithms in a Real Industrial Scenario
- Logic-Based Ethical Planning
- A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail
- Incremental Timeline-based Planning for Efficient Plan Execution and Adaptation
- Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding
- Construct, Merge, Solve and Adapt Applied to a Bus Driver Scheduling Problem with Complex Break Constraints
- Topic Modelling and Frame identification for Political Arguments
- Substitute plastic film with Kraft paper in automatic pallet wrapping: an AI pipeline
- AI Applications
- Transformer Based Motion In-Betweening
- A Logic-based Tool for Dynamic Generation and Classification of Music Content
- Why Can Neural Networks Recognize Us by Our Finger Movements?
- Miscellany
- Labelled Sequent Calculi for Conditional Logics: Conditional Excluded Middle and Conditional Modus Ponens finally together
- Deep learning for ECoG brain-computer interface: end-to-end vs hand-crafted features
- Quantum Circuit Compilation for the Graph Coloring Problem
- Toward a Heterogeneous Multi-Robot Framework for Priority-Based Sanitization of Railway Stations
- Simulated Annealing for the Home Healthcare Routing and Scheduling Problem
- MAP Inference in Probabilistic Answer Set Programs
- Verifying a stochastic model for the spread of a SARS-CoV-2-like infection: opportunities and limitations
- Natural Language Processing
- DelBERTo: a Deep Lightweight Transformer for Sentiment Analysis
- A BERT-based Scoring System for Workplace Safety Courses in Italian
- Embedding Contextual Information in seq2seq models for Grounded Semantic Role Labeling
- Keynote talk. -Adventures with Datalog: Walking the Thin Line Between Theory and Practice.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-27181-6
- 9783031271816
- Access Restriction:
- Restricted for use by site license.
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