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Artificial Intelligence PDF VSSUT | AI PDF VSSUT

Artificial Intelligence PDF VSSUT – AI PDF VSSUT of Total Complete Notes

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Link: Complete Notes

Artificial Intelligence Notes VSSUT – AI Notes VSSUT

Module – 1

Formalized symbolic logic

Propositional logic-first order predicate logic

wff conversion to clausal form, inference rules

the resolution principle, Dealing with inconsistencies and uncertainties, fuzzy logic

Importance of AI, Game Playing, Speech Recognition, Understanding Natural Language

Computer Vision, Expert Systems, Uniformed or Blind search

Link: Module – 1

Module – 2

Probabilistic Reasoning Structured knowledge

graphs, frames and related structures

Knowledge organization and manipulation

Probabilistic Reasoning, Bayesian probabilistic inference

Application Of Bayes Therom, Definition and importance of knowledge

Knowledge Based Systems  ,Representation of knowledge

Knowledge Organization ,Knowledge Manipulation

Link: Module – 2

Module – 3

Matching Techniques

Knowledge organizations, Management, Structures used in Matching

Measure for Matching, Matching like Patterns

Matching Sets and Bags, Matching Sets and Bags, Partial Matching

Partial Matching, The RETE matching algorithm

Knowledge Organization and Management, Indexing and retrieval techniques

Indexed Organization, Conceptual Indexing

Integrating knowledge and memory,  Memory organization system

HAM, a model of memory, Memory Organization with E-MOPs

Link: Module – 3

Module – 4

Natural Language processing

Pattern recognition, Expert systems,  Overview of linguistics

Morphological Analysis, BNF, Grammars and Languages

Basic parsing techniques, Augmented Transition Networks, Chart Parsing

Expert System Architecture, Characteristics Features of Expert Systems

Rules for Knowledge Representation, Rule-Based Systems

Forward Chaining, Conflict Resolution, Meta Rules, Backward Chaining

Comparing Forward and Backward Chaining,  Rule-Based Expert Systems

Architecture of an Expert System, Knowledge Engineering

CLIPS (C Language Integrated Production System)

Backward Chaining in Rule-Based Expert Systems

Link: Module – 4

Text Book:

1. Artificial Intelligence, Dan W Patterson, Prentice Hall of India (1999) Chapter-

4, 5,7,9,10,11,12,13,15.

Reference Books:

1. Artificial Intelligence, Nils J.Nilsson, ELSEVIER.

2. E.Rich and K.Knight, Artificial Intelligence, – TMH

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