Solve any one question from Q.1(a,b,c) &Q.2(a,b,c)
1(a)
Explain the concept of hierarchical planning along with example.
6 M
1(b)
Define artifical intelligence and the role of intelligent systems in smart applicaitons.
6 M
1(c)
Using CSP, explore the search space to solve the following cryptarithmatic problem
!mage
!mage
8 M
2(a)
Write short note on foundations of artificial intelligence.
8 M
2(b)
Explain CSP. Using CSP, explore the search space to solve the following crypt-arithmetic problem. TWO + TWO = FOUR.
6 M
2(c)
What is Knoweldge Engineering? Explain the steps.
8 M
Solve any one question from Q.3(a,b) &Q.4(a,b)
3(a)
What is the basic inference task that must be solved in a generic temporal model?
6 M
3(b)
Write a short note on decision trees with suitable examples.
6 M
4(a)
Write a short note on Kalman filters.
6 M
4(b)
What are axioms of probability? Explain how to device the useful facts from basic axioms with suitable examples.
6 M
Solve any one question from Q.5(a,b) &Q.6(a,b)
5(a)
Explain in brief the concept of Support Vector Machine and its applications.
6 M
5(b)
Write a note on Artificial Neural Network.
6 M
6(a)
Write short note on:
i) Active Learning.
ii) Reinforcement Learning
i) Active Learning.
ii) Reinforcement Learning
6 M
6(b)
What is smart system? Write its applications.
6 M
Solve any one question from Q.7(a,b) &Q.8(a,b)
7(a)
What are the Information Retrieval characteristics? How to evaluate and refine Information Retrieval System.
6 M
7(b)
Write a note on Robot Hardware.
6 M
8(a)
What are the methods of handling uncertain knowledge? Write down the major challenges in handling uncertain knowledge.
6 M
8(b)
Explain Text Classification with suitable example.
6 M
Solve any one question from Q.9(a,b) &Q.10(a,b)
9(a)
What is Machine Learning? What are the different paradigms?
6 M
9(b)
What is Natural Language Processing (NLP)? Describe any 2 applications of NLP.
8 M
10(a)
Explain Syntactic analysis(Parsing).
6 M
10(b)
Write a short note on:
i) Machine Translation
ii) Speech Recognition
i) Machine Translation
ii) Speech Recognition
8 M
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