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

Contributor:

Dovier, Agostino, editor.

Montanari, Angelo, editor.

Orlandini, Andrea, editor.

Series:

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 (504 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

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

Deeplearning 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.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Dovier, Agostino AIxIA 2022 - Advances in Artificial Intelligence

ISBN:

9783031271816

3031271815