SPPU Computer Engineering (Semester 7)
Smart System Design and Applications
May 2017
Total marks: --
Total time: --
INSTRUCTIONS
(1) Assume appropriate data and state your reasons
(2) Marks are given to the right of every question
(3) Draw neat diagrams wherever necessary


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
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
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
8 M



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