Application of feature selection technique (PSO or SVM or PCA etc.) for identification of the relevant features needed for disease prediction and to measure their performance. Evaluation and comparison of results of different approaches involving classification with and without feature selection. To improve the security of the bit plane decomposition based image encryption methods. 33 A Bit Level Image Encryption Ms. Neha 33 To generate keys for encryption using Visual Cryptography Scheme. using Visual Cryptography Verma To learn about various methods like Cat Map (ACM), Bit Arnold’s Scheme Plane Decomposition and Visual Cryptography Scheme. Generating item recommendations Prof. Anand 34 using three dimensional data shanker 34 Tewari Creation and prediction of polling Prof. Anand 35 result using opinion of users shanker 35 Tewari 36 Automatic Keyword Extraction Keyword extraction is tasked with the automatic identification of terms that 36 for Improving Information best describe the subject of a document. Key phrases, key terms, key Dr. Akshay Retrieval segments, or just keywords are the terminology which is used for defining Deepak the terms that represent the most relevant information contained in the document. Expected Outcomes: Implementation of the keyword extraction system and information • retrieval framework as per the above mentioned motivation. Testing and evaluation of the developed framework based on • standard metrics used in existing literature 37 Content-based spam analysis in It is often not possible to identify spam SMSs based on source numbers. For 37 SMSs example, often same number is used to send relevant SMSs as well as spam SMSs. For example, while ordering pizza, relevant SMSs like delivery Dr. Akshay confirmation and spam SMSs like offers, deals etc. Another example is when Deepak
Application of feature selection technique (PSO or SVM or PCA etc.) for identification of the relevant features needed for disease prediction and to measure their performance. Evaluation and comparison of results of different approaches involving classification with and without feature selection. 33 33 A Bit Level Image Encryption using Visual Cryptography Scheme To improve the security of the bit plane decomposition based image encryption methods. To generate keys for encryption using Visual Cryptography Scheme. To learn about various methods like Arnold’s Cat Map (ACM), Bit Plane Decomposition and Visual Cryptography Scheme. Ms. Neha Verma 34 34 Generating item recommendations using three dimensional data Prof. Anand shanker Tewari 35 35 Creation and prediction of polling result using opinion of users Prof. Anand shanker Tewari 36 36 Automatic Keyword Extraction for Improving Information Retrieval Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document. Key phrases, key terms, key segments, or just keywords are the terminology which is used for defining the terms that represent the most relevant information contained in the document. Expected Outcomes: • Implementation of the keyword extraction system and information retrieval framework as per the above mentioned motivation. • Testing and evaluation of the developed framework based on standard metrics used in existing literature Dr. Akshay Deepak 37 37 Content-based spam analysis in SMSs It is often not possible to identify spam SMSs based on source numbers. For example, often same number is used to send relevant SMSs as well as spam SMSs. For example, while ordering pizza, relevant SMSs like delivery confirmation and spam SMSs like offers, deals etc. Another example is when Dr. Akshay Deepak