This document provides an abstract for a paper on a novel ranking approach called Manifold Ranking with Sink Points (MRSP). MRSP addresses diversity, relevance, and importance in ranking by using manifold ranking over a data manifold to find relevant and important objects, while turning already ranked objects into "sink points" to prevent redundant objects from receiving a high rank. Experimental results on update summarization and query recommendation tasks showed MRSP performed strongly compared to existing ranking approaches by better addressing the importance of diversity in ranking.
Software Engineering & Applications of International Journal (SEAIJ) is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications. The goal of this journal is to
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SimCon01: The benefits of Conceptual Modelling for Construction Simulation, b...Mani Poshdar
On 31 October 2017, the joint research group of the University of Auckland and the Auckland University of Technology (SimCon) held a 2-hour workshop to share new insight into the impacts and benefits of using simulation in the built environment engineering.
The learning objectives were as follows:
- The use of simulation to lift productivity and competitiveness within the construction industry
- The use of simulation for project planning, control and diagnosis
- The cutting-edge research being developed by SimCon research group
These are slides from the third presentation of the workshop. It is focused on describing the importance of conceptual modelling in improving the quality of simulation studies in construction.
Software Engineering & Applications of International Journal (SEAIJ) is a bi-monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Software Engineering & Applications. The goal of this journal is to
A Bachelors in Chemical Engineering with a focus area on energy and environment. Worked as a teaching assistant in Process Dynamics and Controls. Have skills associated with Delta V and python. Chemical Engineering Car club electrical team leader.
SimCon01: The benefits of Conceptual Modelling for Construction Simulation, b...Mani Poshdar
On 31 October 2017, the joint research group of the University of Auckland and the Auckland University of Technology (SimCon) held a 2-hour workshop to share new insight into the impacts and benefits of using simulation in the built environment engineering.
The learning objectives were as follows:
- The use of simulation to lift productivity and competitiveness within the construction industry
- The use of simulation for project planning, control and diagnosis
- The cutting-edge research being developed by SimCon research group
These are slides from the third presentation of the workshop. It is focused on describing the importance of conceptual modelling in improving the quality of simulation studies in construction.
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Internet das Coisas é possivelmente o termo mais falado no mundo da tecnologia nos últimos tempos, embora muito difundido, poucos realmente tratam IoT de início a fim, as vezes negligenciando a inteligência da nuvem, outras vezes segurança e focando quase sempre no hardware e seus componentes. Neste workshop venha ver de perto um dispositivo completo, funcionando e com todas as integrações. você poderá trabalhar com códigos para controlar os dispositivos e também com os dados gerados. A ideia é começarmos neste local algo bem maior que somente acender um led ou controlar algo remotamente. Venha conhecer e se divertir com o mundo da Internet das coisas. Serão abordados MQTT, conectividade e integração de sistemas e sensores com a nuvem, geração e tratamento de informações além do hardware. Não pretendemos montar hardware no workshop e sim utiliza-los para gerar uma solução.
Studi legali e social networks: tra Corporate e Personal BrandingClaudio Cosetti
Un'analisi dell'utilizzo dei social networks da parte delle law firms con un focus sulla relazione tra corporate branding della law firm e personal branding dei singoli partner della law firm
Ho Chi Minh ville dont le nom précédent est Sai gon, est un centre commercial, financière, culturel et touristique du Vietnam. Cette métropole active est une contradiction de "son homologue" au Nord, elle est noir des vélos et des motocyclettes, elle est passionnante par de nombreuse boutique et des cafés sur le trottoir.
Temps libres pour vous reposer après un long vol. Nuit à l’hôtel à HCMV.
Identification of Outliersin Time Series Data via Simulation Studyiosrjce
IOSR Journal of Mathematics(IOSR-JM) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of mathemetics and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in mathematics. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
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Cloudsim ranking on data manifold with sink points
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RANKING ON DATA MANIFOLD WITH SINK POINTS
ABSTRACT:
Ranking is an important problem in various applications, such as Information Retrieval (IR),
natural language processing, computational biology, and social sciences. Many ranking
approaches have been proposed to rank objects according to their degrees of relevance or
importance. Beyond these two goals, diversity has also been recognized as a crucial criterion in
ranking. Top ranked results are expected to convey as little redundant information as possible,
and cover as many aspects as possible. However, existing ranking approaches either take no
account of diversity, or handle it separately with some heuristics.
In this paper, we introduce a novel approach, Manifold Ranking with Sink Points (MRSPs), to
address diversity as well as relevance and importance in ranking. Specifically, our approach uses
a manifold ranking process over the data manifold, which can naturally find the most relevant
and important data objects. Meanwhile, by turning ranked objects into sink points on data
manifold, we can effectively prevent redundant objects from receiving a high rank. MRSP not
only shows a nice convergence property, but also has an interesting and satisfying optimization
explanation. We applied MRSP on two application tasks, update summarization and query
recommendation, where diversity is of great concern in ranking. Experimental results on both
tasks present a strong empirical performance of MRSP as compared to existing ranking
approaches.