23AD02-ARTIFICIAL INTELLIGENCE

 Text Books:

• "Artificial Intelligence :  A Modern Approach" Stuart Russel    
• Kevin Night and Elaine Rich, Nair B., “Artificial Intelligence (SIE)”, Mc Graw Hill      

 

 

 

UNIT-2 

• Informed Search        Best First Search   and A* Algorithm 
• A*  Algorithm Example                       A* History
• Problem Reduction
• Game Playing                                       
• Mini Max Algorithm

UNIT-3

• Knowledge Representation Issues
• Knowledge Representation
• Knowledge Representation Explanation 
• Semantic Nets , Inheritance 
• Constraint propagation
• KR Rules

UNIT-4

• First Order Predicate Logic (FOL) 

Research Publication of IEEE Transactions

• Optimized Attention Induced Multi Head Convolutional Neural Network for Intrusion Detection Systems in Vehicular Ad Hoc Networks (IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS)  with impact factor 7.9  DOI: 10.1109/TITS.2025.3561545        Web of science journal information

Research Publications

 Academic Year : 2024-2025

• Rat swarm political optimizer based deep learning approach for lung lobesegmentation and lung cancer detection using CT images      (ELSEVIER-Impact factor : 4.9)

• An optimised CNN-stacked LSTM neural network model for predicting stock market time-series data     ( Inderscience -March 2025 - Impact Factor : 0.8 )    Published Online:March 17, 2025   pp 196-224  https://doi.org/10.1504/IJCEE.2025.145022

 Academic Year : 2023-2024

• Enhancing stock market forecasting using sequential training network empowered by tunicate swarm optimization

• Stock Market Investment Strategy UsingDeep-Q-Learning Network  
• “Stock Market Investment Strategy Using Deep-Q-Learning Network” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligencand Lecture Notes in Bioinformatics) 2023, 14078 LNAI, pp. 484–495  (First Online: 24 June 2023)  https://doi.org/10.1007/978-3-031-36402-0_45

   

  
  
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FDP ATTENDED  : 2024-2025

• DATA SCIENCE USING PYTHON

20CS17-INFORMATION SECURITY

 20CS17-INFORMATION SECURITY

• Text Books
• Networks Security Essential by Willam Stallings
• 
  
• Unit-1 PPT
• Unit-2 PPT

 

 

23CS03-DATABASE MANAGEMENT SYSTEMS

• SYLLABUS
• ALL UNITS PPT
• How to find the highest Normal Form

 

Object Oriented Programming Through JAVA(23CS05)

20CS10-DMDW Previous Papers

 Previous Question Papers

• 20CS10_DWDM_QUESTION PAPER (13th Dec 2023)
• 20CS10_DWDM_QUESTION PAPER (26th June 2023)     Key June 2023(pdf)
• 20CS10_DWDM_QP(24th Jan 2023)
• 20CS10_DWDM_QP(7th July 2022)            

Mid Papers (Sample)

• OBJECTIVE QUESTIONS FOR UNIT-1 AND UNIT2
  
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• MID-1  DESCRIPTIVE  2022-2023                          
• MID-1  OBJECTIVE      2022-2023 
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20CS10-DATA WAREHOUSING AND DATA MINING

Text Books:

• Data Mining Concepts and Techniques
• Introduction to Data Mining : Pang-Ning Tan & Michael Steinbach, Vipin Kumar, Fifth Impression, Pearson, 2015.

UNIT-1

• DATA WAREHOUSING  (NOTES)
• DESCRIPTIVE QUESTIONS
• OBJECTIVE QUESTIONS
• ASSIGNMENT QUESTIONS

UNIT-2

• Motivational Challenges
• Types of Data
• Data Quality
• Data Preprocessing
• Similarity and Dissimilarities Measures

UNIT-3

• Decision Tree