Csci 495: Explorations in Applied Computing Spring 2006
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| CSCI 495: Explorations in Applied Computing
Spring 2006 Suggested Project Topics 1. Title: Data Mining – Agglomerative Clustering Tentative Description: Unsupervised clustering builds models from data without predefined classes. Data instances are grouped together based on a similarity scheme defined by the clustering system. Agglomerative Clustering algorithm clusters a given dataset with out the need for specifying an initial estimation of the number of clusters. The following are the requirements:
Core Knowledge: Math skill, Interface design 2. Title: Data Mining – Conceptual Clustering Tentative Description: Conceptual Clustering incorporates “incremental learning” to form a hierarchy of concepts. The hierarchy is a tree structure with the root node representing the highest concept generalization. The following are the requirements:
Core Knowledge: Math skill, Interface design 3. Title: Text Database Retrieval System Tentative Description: One of the fundamental uses of computers has been to store and retrieve text documents. When a user wants to find documents related to topic T, a search program would retrieve documents, which contains string “T” from the text database. Latent Semantic Indexing (LSI) is an efficient way for accessing large text databases based on semantic content. The following are the requirements:
Core Knowledge: Math skill, Interface design, Databases 4. Title: Design a MyWishList.com Tentative Description: Core Knowledge: Interface design, Databases, Client-Server Application development 5. Title: Design a 3D image Stitching Software Tentative Description: Core Knowledge: Computer Graphics, Client-Server Application development 6. Title: Design a Vocabulary Discovery System from Newspaper Articles Tentative Description: Core Knowledge: Databases, Math, Client-Server Application development 7. Title: Design an e-Commerce Site for your Products [Image, text, and video?] Tentative Description: Core Knowledge: Databases, Client-Server Application development Download 9.21 Kb. Share with your friends:
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