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Bank of quantization models: A data-specific approach to learning binary codes for large-scale retrieval applications
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...
- Examen
- • 6 páginas •
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...
NEXUS: A School Based Approach to creating a Centre for Advancing Learning Excellence.
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 ...
- Examen
- • 17 páginas •
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 ...
From ECG signals to images: a transformation based approach for deep learning
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...
- Examen
- • 18 páginas •
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...
A Sustainable Project-Based Learning Approach Adaptable to Technological Advances for Web Programming
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...
- Examen
- • 20 páginas •
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...
A Test of a Mastery Learning Approach for Teaching Basic Paragraph Writing Skills to Spanish Language Background Students
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...
- Examen
- • 253 páginas •
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...
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
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...
- Examen
- • 14 páginas •
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...
A Fuzzy FCA-based Approach to Conceptual Clustering for Automatic Generation of Concept Hierarchy on Uncertainty Data
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...
- Examen
- • 12 páginas •
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...
A Wavelet-based Approach to Testing Shari’ah-compliant Stock Market Contagion: Evidence from the ASEAN Countries
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...
- Examen
- • 13 páginas •
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...
Learn to adapt to human walking: A Model-based Reinforcement Learning Approach for a Robotic Assistant Rollator
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...
- Examen
- • 8 páginas •
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...
Networking for Leadership, Inquiry, and Systemic Thinking: A New Approach to Inquiry-Based Learning
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...
- Examen
- • 11 páginas •
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...