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Ariikelsey

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Bank of quantization models: A data-specific approach to learning binary codes for large-scale retrieval applications

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The continuing growth of online image and video collections has motivated many advances in algorithms for largescale recognition and retrieval. The goal of large-scale retrieval algorithms is to support efficient and accurate querying into the collection under memory and time constraints. Methods for large-scale retrieval may be divided into two main groups: hashing methods [3, 4, 6, 9, 12, 13, 15, 20, 21, 22, 23] and lookup-based methods [2, 7, 8, 10, 16]. Hashing methods learn a mappin...

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  • uploaded  09-08-2024
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NEXUS: A School Based Approach to creating a Centre for Advancing Learning Excellence.

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The Hills Grammar School, located in Sydney’s northwestern suburbs, is an independent, K-12, co-educational, non-denominational school with an enrolment of approximately 1200 students. The school’s mission is to be a national leader in co-education, 2 at the forefront of educational endeavour, where each student is encouraged to strive for excellence in scholarship, personal development and citizenship. In moving towards this realisation, a review of our K-12 Library was conducted ...

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From ECG signals to images: a transformation based approach for deep learning

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INTRODUCTION In 2015, according to the United Nations report, the world is facing an aging population. The number of people aged 60 years or more will rise to 56.00% by 2030 or double by 2050 (Escobar, 2011). One of the main fatalities throughout the world is cardiovascular ailments. The human cardiovascular system weakens as we grow older and it is more likely to suffer from arrhythmias. A ventricular arrhythmia is an irregular heartbeat of ventricular rhythm. If not treated in time, it c...

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A Sustainable Project-Based Learning Approach Adaptable to Technological Advances for Web Programming

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The Internet and the Web have become the framework to publish and consume all types of multimedia contents and resources, [1]. The impact of this new digital world has transformed the software industry, [2], and also been reflected in educational environments and more now with the tendency of the remote activities. The Web provides a wide range of resources and services, one of them focused on the teaching-learning process, but it also causes several challenges. Educators must design new str...

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A Test of a Mastery Learning Approach for Teaching Basic Paragraph Writing Skills to Spanish Language Background Students

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This dissertation tested whether learning could be improved for students of Spanish language background through a Mastery Learning (ML) approach. It was hypothesized that higher levels of achievement and more positive affect could occur in an ML classroom. Phase I of the study compared two instructional conditions: Mastery Learning and conventional. Because of implementation problems in Phase I, Phase II used a Mastery Learning condition only. In each phase, Pre and Posttests, Form...

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Revisiting innovative approaches to teaching and learning in nursing programmes: Educators’ experiences with the use of a case-based teaching approach at a nursing school

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The case-based learning (CBL) approach is an andragogical (adult teaching/ learning) approach that examines contextualised questions which are based upon clinical or non-clinical ‘real-life’ problems. In CBL, a structured concept is presented in a standardised case format where each student exposed to the case has a clear understanding of the issues to be solved (Lunney 2008). CBL uses a guided inquiry method and provides more structure during small-group sessions. Hayward and Cai...

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A Fuzzy FCA-based Approach to Conceptual Clustering for Automatic Generation of Concept Hierarchy on Uncertainty Data

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Conceptual clustering [3] is an advanced data mining technique that clusters data into clusters associated with conceptual representations, or conceptual clusters. Concept hierarchy can then be constructed from the conceptual clusters. However, traditional conceptual clustering techniques can only work on specific data types such as nominal and numeric. In addition, the concept hierarchy is mostly in a tree-like structure which is unable to support the representation of multiple inheritanc...

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A Wavelet-based Approach to Testing Shari’ah-compliant Stock Market Contagion: Evidence from the ASEAN Countries

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The cross-market transmission of financial crisis has been a major interest over the last decade. The financial systems have witnessed numerous financial and currency crises, where most of them with regional or even global consequences, such as the 1987 Wall Street crash, the 1992 ERM collapse, the 1994 Mexican pesos crisis, the 1997 “Asian Flu”, the 1998 “Russian Cold”, the 1999 Brazilian devaluation, the 2000 Internet bubble burst, and the default crisis in Argentina of July 200...

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Learn to adapt to human walking: A Model-based Reinforcement Learning Approach for a Robotic Assistant Rollator

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T HE development of robotic mobility assistants is a major research area with great impact on society. The constant increase of aged population in recent years has created new challenges in the healthcare sector, causing great difficulties for the existing care and nursing staff to keep up with these evolving needs. The necessity for robotic assistants that will help with elderly mobility and rehabilitation is clear. It has been now close to twenty years since the first robotic rollators...

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Networking for Leadership, Inquiry, and Systemic Thinking: A New Approach to Inquiry-Based Learning

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Over the past 8 years, the science education profession has achieved two important milestones: the Project 2061 Benchmarks for Science Literacy (American Academy for the Advancement of Science [AAAS], 1993) and the National Science Education Standards (National Research Council [NRC], 1996). With the advent of these documents, arguments over what science content students should learn have subsided. Additionally, 49 states now have adopted their own science education content standards, d...

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