Artificial Intelligence Frontiers in Statistics
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A01=David J. Hand
ACQUISITION DES CONNAISSANCES (INTELLIGENCE ARTIFICIELLE)
ANALYSE TYPOLOGIQUE + CLASSIFICATION (STATISTIQUE MATHEMATIQUE)
APPRENTISSAGE AUTOMATIQUE (INTELLIGENCE ARTIFICIELLE)
Author_David J. Hand
Auxiliary Network
Base
Bayes Error Rate
Bayes's Rule
Bayesian Networks
Belief Network
Cart Tree
Category=PBT
Category=UYQ
CLUSTER ANALYSIS + CLASSIFICATION (MATHEMATICAL STATISTICS)
CLUSTERANALYSE + KLASSIFIKATION (MATHEMATISCHE STATISTIK)
Conditional Independence
Conditional Probability Distribution
Data Sets
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Expert System
EXPERT SYSTEMS + KNOWLEDGE-BASED SYSTEMS (ARTIFICIAL INTELLIGENCE)
EXPERTENSYSTEME + WISSENSBASIERTE SYSTEME (KUNSTLICHE INTELLIGENZ)
Extreme Vectors
Hidden Layer
Hidden Units
Influence Diagrams
KNOWLEDGE ACQUISITION
KNOWLEDGE ACQUISITION (ARTIFICIAL INTELLIGENCE)
Kunstliche Intelligenz
Kunstliche Intelligenz Statistik
Leaf Node
LMS Algorithm
LOGICIELS STATISTIQUES
MACHINE LEARNING (ARTIFICIAL INTELLIGENCE)
MASCHINELLES LERNEN (KUNSTLICHE INTELLIGENZ)
MODELES STOCHASTIQUES + SIMULATION STOCHASTIQUE (CALCUL DES PROBABILITES)
Neural Network
NEURAL NETWORKS + CONNECTIONISM (ARTIFICIAL INTELLIGENCE)
NEURONALE NETZWERKE + KONNEKTIONISMUS (KUNSTLICHE INTELLIGENZ)
Posterior Distribution
Posterior Probability
RESEAUX DE NEURONES ARTIFICIELS (INTELLIGENCE ARTIFICIELLE)
STATISTICAL SOFTWARE
Statistik
Statistik Kunstliche Intelligenz
STATISTIKSOFTWARE
STOCHASTIC MODELS + STOCHASTIC SIMULATION (PROBABILITY THEORY)
STOCHASTISCHE MODELLE + STOCHASTISCHE SIMULATION (WAHRSCHEINLICHKEITSRECHNUNG)
SYSTEMES EXPERTS + SYSTEMES A BASE DE CONNAISSANCES (INTELLIGENCE ARTIFICIELLE)
TEXT PROCESSING (ELECTRONIC PUBLISHING)
TEXTVERARBEITUNG (ELECTRONIC PUBLISHING)
Training Data
Training Set
TRAITEMENT DE TEXTE (EDITION ELECTRONIQUE)
VBS.
WISSENSAKQUISITION + WISSENSERWERB (KUNSTLICHE INTELLIGENZ)
Product details
- ISBN 9780412407109
- Weight: 707g
- Dimensions: 156 x 234mm
- Publication Date: 01 Dec 1992
- Publisher: Taylor & Francis Ltd
- Publication City/Country: GB
- Product Form: Hardback
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This book presents a summary of recent work on the interface between artificial intelligence and statistics. It does this through a series of papers by different authors working in different areas of this interface. These papers are a selected and referenced subset of papers presented at the 3rd Interntional Workshop on Artificial Intelligence and Statistics, Florida, January 1991.
D.J. Hand is Professor of Statistics at the Open University, UK.
