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Advances in Artificial Intelligence - IBERAMIA 2010: 12th Ibero-American Conference on AI, Bahía Blanca, Argentina, November 1-5, 2010, Proceedings de Angel Kuri-Morales

Advances in Artificial Intelligence - IBERAMIA 2010: 12th Ibero-American Conference on AI, Bahía Blanca, Argentina, November 1-5, 2010, Proceedings: Lecture Notes in Computer Science, cartea 6433

Editat de Angel Kuri-Morales, Guillermo R. Simari
en Limba Engleză Paperback – 29 oct 2010

Diferența majoră între acest volum și documentația tehnică standard rezidă în natura sa aplicată și validată academic; nu avem de-a face doar cu specificații, ci cu implementări riguros testate. Advances in Artificial Intelligence - IBERAMIA 2010, editat de Angel Kuri-Morales și Guillermo R. Simari, reunește 61 de lucrări de cercetare care transformă conceptele teoretice în soluții computaționale concrete. Dacă Methods and Applications of Artificial Intelligence de Ioannis P. Vlahavas v-a oferit cadrul teoretic și o privire de ansamblu asupra domeniului, această carte oferă instrumentele practice necesare pentru rezolvarea unor probleme specifice de inginerie și logică computațională.

Descoperim aici o organizare tematică extrem de riguroasă, care reflectă progresia de la fundamentele inteligenței artificiale în educație către sisteme complexe de reprezentare a cunoașterii. Remarcăm secțiuni dedicate optimizării prin algoritmi evolutivi și tehnici avansate de procesare a limbajului natural. Structura volumului permite o tranziție fluidă de la modelarea cognitivă la aplicații industriale, cum ar fi utilizarea SQL pentru investiții sau dezvoltarea sistemelor de e-learning 2.0. Tonul textelor este unul tehnic, axat pe metodologia de selecție și pe rezultate experimentale, oferind o perspectivă valoroasă asupra stadiului cercetării din acea perioadă în regiunea ibero-americană, dar cu relevanță globală pentru specialiștii în Lecture Notes in Artificial Intelligence.

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Specificații

ISBN-13: 9783642169519
ISBN-10: 3642169511
Pagini: 624
Ilustrații: XX, 604 p. 174 illus.
Dimensiuni: 13 x 92 x 35 mm
Greutate: 0.92 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

De ce să citești această carte

Recomandăm acest volum cercetătorilor și inginerilor software care au nevoie de studii de caz documentate despre implementarea algoritmilor de optimizare și a sistemelor multiagent. Cititorul câștigă acces la metodologii de calcul riguroase, verificate prin procesul de peer-review, fiind o resursă excelentă pentru cei care doresc să înțeleagă aplicabilitatea practică a logicii computaționale în robotică și prelucrarea datelor.

Cuprins

Artificial Intelligence in Education.- Building and Assessing Intelligent Tutoring Systems with an e-Learning 2.0 Authoring System.- Cognitive Modeling and Human Reasoning.- Robotic Orientation towards Speaker for Human-Robot Interaction.- Dialogue Model Specification and Interpretation for Intelligent Multimodal HCI.- Constraint Satisfaction.- Optimization of Investment Options Using SQL.- A Computational Method for Defeasible Argumentation Based on a Recursive Warrant Semantics.- Evolutionary Computation.- Improving Efficiency of a Genetic Algorithm Applied to Multi-robot Tactic Operation.- VarMOPSO: Multi-Objective Particle Swarm Optimization with Variable Population Size.- A Multi-Objective Genetic Algorithm with Path Relinking for the p-Median Problem.- Information, Integration and Extraction.- Using Visual Metrics to Selecting ICA Basis for Image Compression: A Comparative Study.- Knowledge Acquisition and Ontologies.- Extending DeLP with Attack and Support for Defeasible Rules.- An Argumentation Machinery to Reason over Inconsistent Ontologies.- Knowledge Representation and Reasoning.- Planning under the Uncertainty of the Technical Analysis of Stock Markets.- From Inconsistency to Consistency: Knowledge Base Revision by Tableaux Opening.- Nondeterministic Planning for Generating Interactive Plots.- Diagnosis of Medical Images Using an Expert System.- Revision of CTL Models.- Applying H m Heuristics in Petri Nets Reachability Problem.- Machine Learning and Data Mining.- Sampling for Information and Structure Preservation When Mining Large Data Bases.- Improved Graph-Based Metrics for Clustering High-Dimensional Datasets.- Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification.- Defining a Problem-State Representation with DataMining within a Hyper-heuristic Model Which Solves 2D Irregular Bin Packing Problems.- Digital Web Library of a Website with Document Clustering.- Learning to Discover Faulty Spots in cDNA Microarrays.- A First Machine Learning Approach to Pronominal Anaphora Resolution in Basque.- Multiagent Systems.- A Holonic Multi-agent Model for Oil Industry Supply Chain Management.- Moral Minds as Multiple-Layer Organizations.- Making Electronic Contracting Operational and Trustworthy.- Normative Reasoning with an Adaptive Self-interested Agent Model Based on Markov Decision Processes.- Query-Based Argumentation in Agent Programming.- Studying the Emergence of Money by Means of Swarm Multi-agent Simulation.- Natural Language Processing.- Revisiting the Readability Assessment of Texts in Portuguese.- Improved Text Generation Using N-gram Statistics.- Text-to-Text Surface Realisation Using Dependency-Tree Replacement.- A Comparative Analysis of Centering-Based Algorithms for Pronoun Resolution in Portuguese.- Specification and Evaluation of a Spanish Conversational System Using Dialogue Models.- A Half-Way Semantics toward Collaborative Behavior in Interagent Dialogues.- Using Sentence Semantic Similarity Based on WordNet in Recognizing Textual Entailment.- Complementing RRL for Dialogue Summarisation.- A Multi-dimensional Annotation Scheme for Behaviour in Dialogues.- Neural Networks.- Evolving Artificial Neural Networks Using Adaptive Differential Evolution.- A Recurrent Neural Network for Channel Assignment Problems in Mobiles.- SVM Based Feature Selection: Why Are We Using the Dual?.- Pattern Recognition Using Spiking Neurons and Firing Rates.- Planning and Scheduling.- Interaction Graphs for Multivariate Binary Data.- Probabilistic Reasoning.- Detecting Drifts in Multi-IssueNegotiations.- A Logic Based Algorithm for Solving Probabilistic Satisfiability.- On-Line Viscosity Virtual Sensor for Optimizing the Combustion in Power Plants.- Evaluating an Affective Student Model for Intelligent Learning Environments.- Dynamic Reward Shaping: Training a Robot by Voice.- A Visual Grammar for Face Detection.- Recognition of Actions That Imply Movement by Means of a Mobile Device with a Single Built-in Accelerometer.- Development of a Tour–Guide Robot Using Dialogue Models and a Cognitive Architecture.- Detection of Multiple People by a Mobile Robot in Dynamic Indoor Environments.- A Motion Planner for Finding an Object in 3D Environments with a Mobile Manipulator Robot Equipped with a Limited Sensor.- A Driving Assistance System for Navigation in Urban Environments.- An Efficient Strategy for Fast Object Search Considering the Robot’s Perceptual Limitations.- Search.- Building Feature-Based Maps with B-splines for Integrated Exploration.- A Heuristic Approach for Constructing Ternary Covering Arrays Using Trinomial Coefficients.- Controlling Search in Constrained-Object Models.- Semantic Web.- Adaptivity and Interoperability in e-Learning Using Ontologies.

Caracteristici

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Descriere

This book constitutes the refereed proceedings of the 12th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2010, held in Bahía Blanca, Argentina, in November 2010. The 61 papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on artificial intelligence in education, cognitive modeling and human reasoning, constraint satisfaction, evolutionary computation, information, integration and extraction, knowledge acquisition and ontologies, knowledge representation and reasoning, machine learning and data mining, multiagent systems, natural language processing, neural networks, planning and scheduling, probabilistic reasoning, search, and semantic web.