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AI*IA 2019 - Advances in Artificial Intelligence : XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19-22, 2019, Proceedings / edited by Mario Alviano, Gianluigi Greco, Francesco Scarcello.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 11946
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 11946
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer networks.
- Machine theory.
- Information technology-Management.
- Information storage and retrieval systems.
- Artificial Intelligence.
- Computer Communication Networks.
- Formal Languages and Automata Theory.
- Computer Application in Administrative Data Processing.
- Information Storage and Retrieval.
- Local Subjects:
- Artificial Intelligence.
- Computer Communication Networks.
- Formal Languages and Automata Theory.
- Computer Application in Administrative Data Processing.
- Information Storage and Retrieval.
- Physical Description:
- 1 online resource (XIV, 606 pages) : 251 illustrations, 90 illustrations in color.
- Edition:
- 1st ed. 2019.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2019.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the XVIIIth International Conference of the Italian Association for Artificial Intelligence, AI*IA 2019, held in Rende, Italy, in November 2019. The 41 full papers were carefully reviewed and selected from 67 submissions. The papers have been organized in the following topical sections: Knowledge Representation for AI, AI and Computation, Machine Learning for AI, and AI and Humans.
- Contents:
- Knowledge Representation for AI
- Tight Integration of Rule-Based Tools in Game Development
- A Comparison of MCMC Sampling for Probabilistic Logic Programming
- Augmenting Datalog+- with Customizable Metalogic Features for Powerful Ontological Reasoning
- Memory Management in Resource-Bounded Agents
- A Rule-based System for Hardware Configuration and Programming of IoT Devices
- First Approach to Semantics of Silence in Testimonies
- Hybrid Semantics-aware Recommendations Exploiting Knowledge Graph Embeddings
- Strongly Equivalent Epistemic Answer Set Programs
- From simplified Kripke-style semantics to simplified analytic tableaux for some normal modal logics
- AI and Computation
- Automated Planning Encodings for the Manipulation of Articulated Objects in 3D with Gravity
- Frequency Assignment in High Performance Computing Systems
- PRONOM: proof-search and countermodel generation for Non-Normal Modal Logics
- Partitioned Least Squares
- Number of Minimal Hypergraph Transversals and Complexity of of IFM with Infrequency: high in theory, but often not so much in practice!
- Handling Modifiers in Question Answering over Knowledge Graphs
- A graphical analysis of integer infeasibility in UTVPI constraints
- Multi-Agent Path Finding with Capacity Constraints
- Evaluating Robustness of an Acting Framework Over Temporally Uncertain Domains
- On the Configuration of SAT Formulae
- Towards Effective Device-Aware Federated Learning
- Machine Learning for AI
- Performance-driven Handwriting Task Selection for Parkinson's Disease Classication
- A non-negative factorization approach to node pooling in graph convolutional neural networks
- Winograd Convolution for DNNs: Beyond linear polynomials
- A Deep Hybrid Model for Recommendation Systems
- Kernel-based Generative Adversarial Networks for Weakly Supervised Learning
- Activity Prediction of Business Process Instances with Inception CNN Models
- Question Classification with Untrained Recurrent Embeddings
- Prediction of Decline in Activities of Daily Living Through Deep Artificial Neural Networks and Domain Adaptation
- Capturing Frame-like Object Descriptors in Human Augmented Mapping
- Verification and Repair of Neural Networks: a Progress Report on Convolutional Models
- Learning Activation Functions by means of Kernel Based Neural Networks
- Leveraging Multi-task Learning for Biomedical Named Entity Recognition
- Applying Self-Interaction Attention for Extracting Drug-Drug Interactions
- Learning abstract planning domains and mappings to real world perceptions
- Measuring the Polarization of Hate Speech Annotation
- AI and Humans
- Manipulating an Election in Social Networks through Edge Addition
- Shared-Autonomy Navigation for mobile robots driven by a door detection module
- Toward Automated Courseware Production for the ExPLoRAA Tutoring Environment
- Artificial Intelligence for dramatic performance
- Periodicity Detection of Emotional Communities in Microblogging
- Mapping Lexical Knowledge to Distributed Representations for Ontology Concept Invention. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-35166-3
- 9783030351663
- Access Restriction:
- Restricted for use by site license.
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