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AIxIA 2024 - advances in artificial ...

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AIxIA 2024 - advances in artificial intelligence = XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 Bolzano, Italy, November 25-28, 2024 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	AIxIA 2024 - advances in artificial intelligence/ edited by Alessandro Artale, Gabriella Cortellessa, Marco Montali.
Reminder of title:	XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 Bolzano, Italy, November 25-28, 2024 : proceedings /
remainder title:	AIxIA 2024
other author:	Artale, Alessandro.
Corporate Body:	Associazione italiana per l'intelligenza artificiale.
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xiii, 348 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Against the Clock: Lessons Learned by Applying Temporal Planning in Practice. -- A Novel Approach for Leveraging Agent-based Experts on Large Language Models to Enable Data Sharing among Heterogeneous IoT Devices in Agriculture. -- An Extensive Empirical Analysis of Macro-Actions for Numeric Planning. -- Feature selection on contextual embedding pushing the sparseness. -- Neuro-symbolic Integration for Open Set Recognition in Network Intrusion Detection. -- MM-IGLU-IT: Multi-Modal Interactive Grounded Language Understanding in Italian. -- IDADA: A Blended Inductive-Deductive Approach for Data Augmentation. -- HaWANet: Road Scene Understanding with Multi-modal Sensor Data using Height-Width-driven Attention Network. -- Hybrid Classification of European Legislation using Sustainable Development Goals. -- Supporting Decision-Making for City Management through Automated Planning and Execution. -- NutriWell: an Explainable Ontology-Based FoodAI Service for Nutrition and Health Management. -- Regular Clocks for Temporal Task Specifications in Reinforcement Learning. -- A Real-Time Support with Haptic Feedback for Safer Driving using Monocular Camera. -- Relating explanations with the inductive biases of Deep Graph Networks. -- ntegrating Temporal Planning and Knowledge Representation to Generate Personalized Touristic Itineraries. -- ASR Systems Under Acoustic Challenges: A Multilingual Study. -- Automating Resume Analysis: Knowledge Graphs via Prompt Engineering. -- Combined Text-Visual Attention Models for Robot Task Learning and Execution. -- ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality. -- Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors. -- On Different Symbolic Music Representations for Algorithmic Composition Approaches based on Neural Sequence Models. -- DR-Minerva: a Multimodal Language Model based on Minerva for Diagnostic Information Retrieval. -- REPAIR platform: Robot-aidEd PersonAlIzed Rehabilitation. -- Integrating classical planners with GPT-based Planning Policies. -- Probabilistic Traces in Declarative Process Mining.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-80607-0
ISBN:	9783031806070

AIxIA 2024 - advances in artificial intelligence = XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 Bolzano, Italy, November 25-28, 2024 : proceedings /
Associazione italiana per l'intelligenza artificiale.CongressBolzano, Italy)2024 :

AIxIA 2024 - advances in artificial intelligenceXXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 Bolzano, Italy, November 25-28, 2024 : proceedings /[electronic resource] :AIxIA 2024edited by Alessandro Artale, Gabriella Cortellessa, Marco Montali. - Cham :Springer Nature Switzerland :2025. - xiii, 348 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,154500302-9743 ;. - Lecture notes in computer science ;15450..

Against the Clock: Lessons Learned by Applying Temporal Planning in Practice. -- A Novel Approach for Leveraging Agent-based Experts on Large Language Models to Enable Data Sharing among Heterogeneous IoT Devices in Agriculture. -- An Extensive Empirical Analysis of Macro-Actions for Numeric Planning. -- Feature selection on contextual embedding pushing the sparseness. -- Neuro-symbolic Integration for Open Set Recognition in Network Intrusion Detection. -- MM-IGLU-IT: Multi-Modal Interactive Grounded Language Understanding in Italian. -- IDADA: A Blended Inductive-Deductive Approach for Data Augmentation. -- HaWANet: Road Scene Understanding with Multi-modal Sensor Data using Height-Width-driven Attention Network. -- Hybrid Classification of European Legislation using Sustainable Development Goals. -- Supporting Decision-Making for City Management through Automated Planning and Execution. -- NutriWell: an Explainable Ontology-Based FoodAI Service for Nutrition and Health Management. -- Regular Clocks for Temporal Task Specifications in Reinforcement Learning. -- A Real-Time Support with Haptic Feedback for Safer Driving using Monocular Camera. -- Relating explanations with the inductive biases of Deep Graph Networks. -- ntegrating Temporal Planning and Knowledge Representation to Generate Personalized Touristic Itineraries. -- ASR Systems Under Acoustic Challenges: A Multilingual Study. -- Automating Resume Analysis: Knowledge Graphs via Prompt Engineering. -- Combined Text-Visual Attention Models for Robot Task Learning and Execution. -- ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality. -- Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors. -- On Different Symbolic Music Representations for Algorithmic Composition Approaches based on Neural Sequence Models. -- DR-Minerva: a Multimodal Language Model based on Minerva for Diagnostic Information Retrieval. -- REPAIR platform: Robot-aidEd PersonAlIzed Rehabilitation. -- Integrating classical planners with GPT-based Planning Policies. -- Probabilistic Traces in Declarative Process Mining.

This book constitutes the refereed proceedings of the XXIIIrd International Conference on AIxIA 2024 - Advances in Artificial Intelligence, AIxIA 2024, held in Bolzano, Italy, during November 25-28, 2024. The 24 full papers and 1 invited paper included in this volume were carefully reviewed and selected from 41 submissions. The papers cover the following topics: artificial intelligence; journals; Natural Language Processing, Machine Learning, Hybrid AI and Applications of AI.

ISBN: 9783031806070

Standard No.: 10.1007/978-3-031-80607-0doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .A87 2024

Dewey Class. No.: 006.3

AIxIA 2024 - advances in artificial intelligence = XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024 Bolzano, Italy, November 25-28, 2024 : proceedings /
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