Search results
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Title
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A STOCHASTIC SEGMENTATION METHOD FOR INTERESTING REGION DETECTION AND IMAGE RETRIEVAL
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Author
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Li, Zhong
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Date Created
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2009
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Subjects--Topical
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Computer science, Information science
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Description
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The explosively increasing digital photo urges for an efficient image retrieval system so that digital images can be organized, shared, and reused. Current content based image retrieval (CBIR) systems face multiple challenges in all aspects: image...
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Title
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AUTOMATIC GENERATION OF INTELLIGENT TUTORING CAPABILITIES VIA EDUCATIONAL DATA MINING
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Author
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Stamper, John
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Date Created
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2010
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Subjects--Topical
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Computer science, Information science, Educational technology
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Description
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Intelligent Tutoring Systems (ITSs) that adapt to an individual student's needs have shown significant improvement in achievement over non-adaptive instruction. This improvement occurs due to the individualized instruction and feedback that an ITS...
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Title
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Advances in Modern Botnet Understanding and the Accurate Enumeration of Infected Hosts
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Author
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Nunnery, Christopher
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Date Created
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2011
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Subjects--Topical
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Information technology, Information science
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Description
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Botnets remain a potent threat due to evolving modern architectures, inadequate remediation methods, and inaccurate measurement techniques. In response, this research exposes the architectures and operations of two advanced botnets, techniques to ...
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Title
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DECISION SUPPORT FOR CRITICAL INFRASTRUCTURE RECOVERY
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Author
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Pala, Okan
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Date Created
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2014
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Subjects--Topical
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Geodesy, Information science
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Description
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Protecting critical infrastructure systems, such as electrical power grids, has become a primary concern for many governments and organizations across a variety of stakeholder perspectives. Critical infrastructures involve multi dimensional, highl...
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Title
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Essays on Exploitation and Exploration in Software Development
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Author
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Temizkan, Orcun
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Date Created
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2012
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Subjects--Topical
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Information technology, Business, Information science
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Description
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Software development includes two types of activities: software improvement activities by correcting faults and software enhancement activities by adding new features. Based on organizational theory, we propose that these activities can be classif...
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Title
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Heterogeneous Feature Integration for Regression in Multimodal Healthcare Applications
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Author
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Tavakoli Hosseinabadi, Maryam
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Date Created
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2020
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Subjects--Topical
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Computer science, Information science, Diagnostic imaging
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Description
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The increasing performance of feature extraction and regression modeling in various domains raises the hope for machine and deep learning to assist clinicians in numerous healthcare applications. However, the complex and multimodal nature of the p...
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Title
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Mining for Knowledge to Build Decision Support System for Diagnosis and Treatment of Tinnitus
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Author
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Thompson, Pamela
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Date Created
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2011
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Subjects--Topical
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Computer science, Medicine, Information science
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Description
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Tinnitus problems affect a significant portion of the population and are difficult to treat. Treatment processes are plentiful, yet not completely understood. In this dissertation, we present a knowledge discovery approach which can be used to bui...
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Title
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POLYPHONIC MUSIC INFORMATION RETRIEVAL BASED ON MULTI-LABEL CASCADE CLASSIFICATION SYSTEM
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Author
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Jiang, Wenxin
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Date Created
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2009
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Subjects--Topical
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Computer science, Information science, Interactive multimedia
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Description
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Recognition and separation of sounds played by various instruments is very useful in labeling audio files with semantic information. This is a non-trivial task requiring sound analysis, but the results can aid automatic indexing and browsing music...