AI*IA 2003: Advances in Artificial Intelligence : 8th Congress of the Italian Association for Artificial Intelligence, Pisa, Italy, September 23-26, 2003, Proceedings / edited by Amedeo Cappelli, Franco Turini.

Format:

Book

Contributor:

Cappelli, Amedeo, editor.

Turini, Franco, 1949- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 2829.

Lecture Notes in Artificial Intelligence ; 2829

Language:

English

Subjects (All):

Artificial intelligence.

Computers.

Logic, Symbolic and mathematical.

Artificial Intelligence.

Computation by Abstract Devices.

Mathematical Logic and Formal Languages.

Local Subjects:

Artificial Intelligence.

Computation by Abstract Devices.

Mathematical Logic and Formal Languages.

Physical Description:

1 online resource (XIV, 558 pages).

Edition:

First edition 2003.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2003.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 8th Congress of the Italian Association for Artificial Intelligence, AI*IA 2003, held in Pisa, Italy in September 2003. The 44 revised full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on knowledge representation and reasoning, soft computing, machine learning, data mining, intelligent agents, planning, robotics, natural language processing, and applications in various fields.

Contents:

Knowledge Representation and Reasoning

A Complete Subsumption Algorithm

Temporal Decision Trees for Diagnosis: An Extension

Obligations as Social Constructs

Automatically Decomposing Configuration Problems

Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning

A Methodology for the Induction of Ontological Knowledge from Semantic Annotations

Qualitative Spatial Reasoning in a Logical Framework

On Managing Temporal Information for Handling Durative Actions in LPG

An Abductive Proof Procedure Handling Active Rules

Soft Computing

BackPropagation through Cyclic Structures

A Neural Architecture for Segmentation and Modelling of Range Data

A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction

Adaptive Allocation of Data-Objects in the Web Using Neural Networks

Machine Learning

Improving the SLA Algorithm Using Association Rules

Incremental Induction of Rules for Document Image Understanding

Explaining Bagging with Monte Carlo Theory

Pairwise Data Clustering Using Monotone Game Dynamics

Abduction in Classification Tasks

Data Mining

MQL: An Algebraic Query Language for Knowledge Discovery

Preprocessing and Mining Web Log Data for Web Personalization

Multi-relational Structural Bayesian Classifier

Intelligent Agents

Specifying and Verifying Systems of Communicating Agents in a Temporal Action Logic

Combining Intelligent Agents and Animation

An Abductive Interpretation for Open Agent Societies

Reasoning about Conversation Protocols in a Logic-Based Agent Language

Distributed Intelligent Management of Active Networks

Planning

Planning under Uncertainty in Linear Time Logic

Planning with Fuzzy Resources

Planning by Abstraction Using HW[]

The Role of Different Solvers in Planning and Scheduling Integration

Robotics

Evolving the Neural Controller for a Robotic Arm Able to Grasp Objects on the Basis of Tactile Sensors

An Early Cognitive Approach to Visual Motion Analysis

Content Based Image Retrieval for Unsegmented Images

A Mechanism of Coalition Formation in the Metaphor of Politics Multiagent Architecture

Image-Based Monte-Carlo Localisation without a Map

Natural Language Processing

Making Explicit the Hidden Semantics of Hierarchical Classifications

Sub-symbolic Encoding of Words

A Relation-Based Schema for Treebank Annotation

Applications

Personalized Recommendation of TV Programs

A Simulation-Based Decision Support System for Forest Fire Fighting

Knowledge Maintenance and Sharing in the KM Context: The Case of P-Truck

A CSP-Based Interactive Decision Aid for Space Mission Planning

E-mail Categorization, Filtering, and Alerting on Mobile Devices: The ifMail Prototype and its Experimental Evaluation

Applying Artificial Intelligence to Clinical Guidelines: The GLARE Approach

Invited Speakers

Two Paradigms for Natural-Language Processing

Robotics and AI: From Intelligent Robots to Neuro-robotics.

Other Format:

Printed edition:

ISBN:

978-3-540-39853-0

9783540398530

Access Restriction:

Restricted for use by site license.