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Soft Computing, Web Engineering, and Data Mining: Eighth Semester Exam Questions, Papers of Engineering

Previous year question papers.

Typology: Papers

2021/2022

Available from 08/22/2022

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Enrollment No…………………
Bachelor of Engineering
Eighth Semester Main Examination, June-2021
Soft Computing [CS801]
Branch-CS
Time: 3:00 Hrs Max Marks 70
Note: - Attempt any five questions. All questions carry equal marks.
Q.1 (a) What do you understand by Soft Computing? Explain Difference between Soft Computing and Hard
Computing.
(b) Explain different techniques used in soft computing.
Q.2 (a) Write Down A* Algorithm with suitable example.
(b) Explain Hill Climbing Technique.
Q.3 (a) Distinguish between Supervised Learning and Unsupervised Learning.
(b) What is ANN? Explain characteristics and application of ANN.
Q.4 (a) Explain ADALINE and MADALINE Network.
(b) Define following:-
(i) Hebb’s learning
(ii) Boltzmann Machine
Q.5 (a) Explain the working of Back propagation neural network.
(b) Explain in brief Counter Propagation network.
Q.6 (a) What is Fuzzy Logic? Distinguish between Fuzzy Set and Crisp Set.
(b) Explain different types membership functions used in fuzzification process.
Q.7 (a) How does Genetic Algorithm is differ from traditional algorithms? Give the advantages of GA over
traditional algorithms.
(b) Explain different types of crossover functions in Genetic Algorithm.
Q.8 Write Short Note on:-
(i) Production System
(ii) ANN v/s Human Brain
(iii) Tournament Selection
(iv) Roulette wheel Selection
Enrollment No…………………
Bachelor of Engineering
Eighth Semester Main Examination, June-2021
Web Engineering (CS802T)
Branch-CSE
Time: 3:00 Hrs Max Marks 70
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Download Soft Computing, Web Engineering, and Data Mining: Eighth Semester Exam Questions and more Papers Engineering in PDF only on Docsity!

Enrollment No…………………

Bachelor of Engineering

Eighth Semester Main Examination, June-

Soft Computing [CS801]

Branch-CS

Time: 3:00 Hrs Max Marks 70

Note: - Attempt any five questions. All questions carry equal marks.

Q.1 (a) What do you understand by Soft Computing? Explain Difference between Soft Computing and Hard Computing. (b) Explain different techniques used in soft computing.

Q.2 (a) Write Down A* Algorithm with suitable example. (b) Explain Hill Climbing Technique.

Q.3 (a) Distinguish between Supervised Learning and Unsupervised Learning. (b) What is ANN? Explain characteristics and application of ANN.

Q.4 (a) Explain ADALINE and MADALINE Network. (b) Define following:- (i) Hebb’s learning (ii) Boltzmann Machine

Q.5 (a) Explain the working of Back propagation neural network. (b) Explain in brief Counter Propagation network.

Q.6 (a) What is Fuzzy Logic? Distinguish between Fuzzy Set and Crisp Set. (b) Explain different types membership functions used in fuzzification process.

Q.7 (a) How does Genetic Algorithm is differ from traditional algorithms? Give the advantages of GA over traditional algorithms. (b) Explain different types of crossover functions in Genetic Algorithm.

Q.8 Write Short Note on:- (i) Production System (ii) ANN v/s Human Brain (iii) Tournament Selection (iv) Roulette wheel Selection

Enrollment No…………………

Bachelor of Engineering

Eighth Semester Main Examination, June-

Web Engineering (CS802T)

Branch-CSE

Time: 3:00 Hrs Max Marks 70

Note:- Students should not write anything on question paper.

Attempt any five questions out of eight.

All questions carry equal marks.

Q.1 (a) Write down the differences between software engineering and Web engineering (b) Define Following: (Any Two) (i) TCP/IP (ii) DNS (iii) TELNET

Q.2 (a) What is CSS? Explain different mechanisms used to apply CSS to HTML pages. (b) Explain the characteristics of DHTML. Compare and contrast HTML and DHTML with suitable examples

Q.3 (a) How can we create forms in HTML? Explain with examples? (b) Differentiate between HTTP versus FTP? Q.4 (a) What is List? Explain different types of lists used in HTML (b) What is an XML schema? With an example explain the working of XML schema.

Q.5 (a) Explain various models of E-commerce? (b) What is a frame? How can we create nested frames?

Q.6 (a) Explain the following input components in HTML forms with proper Syntax of corresponding HTML tags. (i) Text Input (ii) Selectable list with multiple selection option (iii) Radio Buttons (b) What is a cyber-crime? What are different categories of cyber crimes?

Q.7 (a) How digital signature and firewalls are used for security purpose? Explain in detail. (b) What is E-commerce? What are the key factors responsible for the success of the present day of the web commerce?

Q.8 Define Following: (i) PERL (ii) JSP (iii) ASP & AJAX (iv) PHP

Enrollment No…………………

Bachelor of Engineering

Eighth Semester Main Examination, June-

Data Mining and Knowledge Discovery (CS 8203T)

Branch-CS Regular

Time: 3:00 Hrs Max Marks 70

Note: Attempt any five questions out of eight.

All questions carry equal marks.

Q.1 (a) Discuss in detail the application of Data Mining for financial data analysis. Give suitable Data Flow Diagram. (b) What is a Data warehouse? Discuss most important issues in data warehouse implementation.

Q.2 (a) How is data warehouse different from a database? How they are similar? (b) What is a data mart? Write the difference between Independent, dependent data mart.

Q.3 (a) How do association rules differ from traditional production rules? Explain.