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检索条件"任意字段=2014 IEEE International Conference on Progress in Informatics and Computing"

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Image bit-depth enhancement via maximum-a-posteriori estimation of graph AC component

Image bit-depth enhancement via maximum-a-posteriori estimat...

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作者： Wan, Pengfei Cheung, Gene Florencio, Dinei Zhang, Cha Au, Oscar C. Hong Kong University of Science and Technology Hong Kong National Institute of Informatics Japan Microsoft Research Redmond United States

ISBN: (纸本)9781479957514

While modern displays offer high dynamic range (HDR) with large bit-depth for each rendered pixel, the bulk of legacy image and video contents were captured using cameras with shallower bit-depth. In this paper, we study the bit-depth enhancement problem for images, so that a high bit-depth (HBD) image can be reconstructed from an input low bit-depth (LBD) image. The key idea is to apply appropriate smoothing given the constraints that reconstructed signal must lie within the per-pixel quantization bins. Specifically, we first define smoothness via a signal-dependent graph Laplacian, so that natural image gradients can nonetheless be interpreted as low frequencies. Given defined smoothness prior and observed LBD image, we then demonstrate that computing the most probable signal via maximum a posteriori (MAP) estimation can lead to large expected distortion. However, we argue that MAP can still be used to efficiently estimate the AC component of the desired HBD signal, which along with a distortion-minimizing DC component, can result in a good approximate solution that minimizes the expected distortion. Experimental results show that our proposed method outperforms existing bit-depth enhancement methods in terms of reconstruction error. © 2014 ieee.

关键词： Pixels

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The Origin of informatics and Creation of the First Electronic computing Machines in the USSR

The Origin of Informatics and Creation of the First Electron...

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international conference on Computer Technology in Russia and in the Former Soviet Union (SoRuCom)

作者： Yuri Rogachyov Kartsev Research Institute of Computer Complexes Moscow Russia

Under the frame of a project of ieee Computer Society for compiling a world history of informatics, at the end of1996 Russian National Sub-Committee of ieee Computer Society was working on historiography of Soviet and Russian informatics. To ascertain the chronology of the main events, the Committee looked through numerous documents and talked to those who had lived at the period when the first Soviet electronic computing machines had been developed. Thus the Committee established the dates when first computers were created, first programs written, first books and manuals were published and first university courses were read. The results were summed up in a paper on “Computers in Russia: Science, Education, and Industry”, published in ieee Annals of the History of computing (vol. 21, No. 3, Jul-Sept, 1999).

关键词： Laboratories Computers Radio transmitters Adders Rectifiers Registers informatics

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The Potential Use of Multi-agent and Hybrid Data Mining Approaches in Social informatics for Improving e-Health Services

The Potential Use of Multi-agent and Hybrid Data Mining Appr...

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ieee international conference on Big Data and Cloud computing (BdCloud)

作者： Dharmendra Sharma Fariba Shadabi Faculty of Education Science University of Canberra Australia

Social and health informatics has the potential of improving the general wellbeing and health of individuals. Although the structure and nature of health facilities and services in some countries may pose a challenge for a short while, such obstacles according to many studies will be streamlined in the near future. The widespread utilization and implementation of healthcare information system in the day-to-day health care operations will lead to cost effective clinical trials and self-healthcare management. On the other hand, recent rapid development of computer technology in this area has introduced a data explosion challenge. This paper provides brief background information on Social informatics and e-Health Systems. Follow by an overview of two hybrid intelligent techniques that might be utilized as a new generation of predictive analytics for big data particularly for knowledge discovery in big data and decision making processes in social systems.

关键词： Data mining Medical services informatics Big data Kidney Databases Educational institutions

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Learning behaviour for service personalisation and adaptation 13

Learning behaviour for service personalisation and adaptatio...

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13th international conference on Machine Learning and Cybernetics, ICMLC 2014

作者： Chen, Liming Skillen, Kerry Burns, William Quinn, Susan Rafferty, Joseph Nugent, Chris Donnelly, Mark Solheim, Ivar School of Computer Science and Informatics De Montfort University Leicester United Kingdom School of Computing and Mathematics University of Ulster Ulster United Kingdom Norwegian Computing Center Oslo Norway

ISBN: (纸本)9783662456514

Context-aware applications within pervasive environments are increasingly being developed as services and deployed in the cloud. As such these services are increasingly required to be adaptive to individual users to meet their specific needs or to reflect the changes of their behavior. To address this emerging challenge this paper introduces a service-oriented personalisation framework for service personalisation with special emphasis being placed on behavior learning for user model and service function adaptation. The paper describes the system architecture and the underlying methods and technologies including modelling and reasoning, behavior analysis and a personalisation mechanism. The approach has been implemented in a service-oriented prototype system, and evaluated in a typical scenario of providing personalised travel assistance for the elderly using the help-on-demand services deployed on smartphone. © Springer-Verlag Berlin Heidelberg 2014.

关键词： Semantics

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Incremental rule induction based on updates of statistical indices

Incremental rule induction based on updates of statistical i...

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ieee international conference on Cognitive informatics

作者： Shusaku Tsumoto Shoji Hirano Department of Medical Informatics Shimane University Shimane Japan

This paper proposes a new framework for incremental learning based on incremental sampling scheme and rule layers constrained by inequalities of accuracy and coverage. Incremental sampling scheme shows that the number of patterns of updates of accuracy and coverage is four, which give two important inequalities of accuracy and coverage for induction of probabilistic rules. By using these two inequalities, the proposed method classifie a set of formulae into four layers: the rule layer, subrule layer (in and out) and the non-rule layer. Using these layers, updates of probabilistic rules are equivalent to their movement between layers. The proposed method was evaluated on datasets regarding headaches and meningitis, and the results show that the proposed method outperforms the conventional methods.

关键词： Accuracy Probabilistic logic Learning systems Classification algorithms Databases Rough sets

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Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management

Healthcare IT: Integration of consumer healthcare data and e...

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ieee international conference on Granular computing (GRC)

作者： Shusaku Tsumoto Shoji Hirano Department of Medical Informatics Shimane University Shimane Japan

This paper overviews problems with healthcare in the coming decade and emerging technologies in healthcare IT. The crucial point is integration of consumer healthcare data and electronic medical records for chronic di... 详细信息

关键词： Hospitals Data mining Diseases Information systems Medical diagnostic imaging Market research

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CancerEpiDB: A database for DNA methylated genes in cancer

CancerEpiDB: A database for DNA methylated genes in cancer

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2014 international conference on Data Science and Engineering, ICDSE 2014

作者： Desai, Akshay Pradhan, Meeta Palakal, Mathew Duraiswamy, Premkumar School of Informatics and Computing IUPUI Indianapolis United States Department of Computer Science IUPUI Indianapolis United States

ISBN: (纸本)9781479968701

Epigenetic refers to the reversible functional modifications of the genome that do not correlate to changes in the DNA sequence. These modifications are caused by changes in the chro-matin structure, DNA methylation and histone modification. DNA methylation occurs in and out of CpG islands, and affects the transcription factors (TFs). The TFs affect the downstream genes by activating or silencing them. This is observed in all the complex diseases. The DNA methylated genes are further classified as hyper and hypo methylated genes. Most of the oncogenes are DNA methylated. This database is developed using the available data in THE CANCER GENOME ATLAS (TCGA) and the significant DNA methylated genes identified were validated using literature. For this database a comprehensive methodology based on the DNA methylated genes in and out of CpG islands was developed. The objective of the database is fivefold - (i) Identification of stage-specific DNA methylated genes across cancers (ii) Classification of DNA methylated genes as hyper and hypo methylated (iii) Annotating the DNA methylated genes with their biological properties like Gene Ontology, Pathway, and Disease association (iv) Identifying the environmental factors associated with the DNA methylated genes (v) Identifying the interactome of the DNA methylated gene based on the BioGRID interaction and expressed genes from TCGA, this gives an overview of existing and new interactions that can be validated by the researcher. The database is complemented by web interface for searching, browsing and interactions. CancerEpiDB provides an initial attempt to create a comprehensive resource of epigenetic genes in cancer. CancerEpiDB is available at (http://***/cgi-bin/epigenetics/DEVenv/***) © 2014 ieee.

关键词： DNA

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The Evaluation of Emulab as an Environment for Bio-informatics Research

The Evaluation of Emulab as an Environment for Bio-Informati...

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ieee international conference on Trust, Security and Privacy in computing and Communications (TrustCom)

作者： Kyungwoo Kang Yunhee Kang Sungjin Sul Division of Information and Communication Baekseok University Cheonan Korea Lawrence Berkeley National Lab. Berkeley CA USA

ISBN: (纸本)9781479965144

Emu lab is an emulation-based network test-bed constructed for research and education. It is used for building and testing applications in fields of information security and computer network. The application of Emu lab is being extended to parallel processing of scientific data. The DNA sequence search is one of major research areas in the bio-informatics. With the high-performance computing, the biologists can get their results easily and faster. mpiBLAST and mr-mpi-blast can process DNA sequence alignment on parallel computer. In this research, the research environments for mpiBLAST and mr-mpi-blast are built on Emu lab. Also, the DNA sequence alignment is performed with NCBI database. This research shows that the Emulab is an effective environment for the research of the bio-informatics.

关键词： Databases DNA Parallel processing Clustering algorithms Educational institutions Graphical user interfaces

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MapReduce-Based Data Processing on IoT

MapReduce-Based Data Processing on IoT

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ieee/ACM Int'l conference on & Int'l conference on Cyber, Physical and Social computing (CPSCom) Green computing and Communications (GreenCom)

作者： Ichiro Satoh National Institute of Informatics Tokyo Japan

This paper presents a framework for data processing on the Internet of Things (IoT). It enables data on multiple nodes on IoT to be locally processed as much as possible by using the Map Reduce processing without transmitting the data to data-centers or clusters, and assembled into a few nodes. This paper describes the design and implementation of the framework, basic performance, and practical application.

关键词： Data processing Mobile agents Peer-to-peer computing Runtime Computers Java Servers

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international Gender Differences and Gaps in Online Social Networks 6

International Gender Differences and Gaps in Online Social N...

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6th international conference on Social informatics (SocInfo)

作者： Magno, Gabriel Weber, Ingmar Univ Fed Minas Gerais Belo Horizonte MG Brazil Qatar Comp Res Inst Doha Qatar

ISBN: (纸本)9783319137346;9783319137339

Article 1 of the United Nations Charter claims "human rights" and "fundamental freedoms" "without distinction as to [...] sex". Yet in 1995 the Human Development Report came to the sobering conclusion that "in no society do women enjoy the same opportunities as men" 1. Today, gender disparities remain a global issue and addressing them is a top priority for organizations such as the United Nations Population Fund. To track progress in this matter and to observe the effect of new policies, the World Economic Forum annually publishes its Global Gender Gap Report. This report is based on a number of offline variables such as the ratio of female-to-male earned income or the percentage of women in executive office over the last 50 years. In this paper, we use large amounts of network data from Google+ to study gender differences in 73 countries and to link online indicators of inequality to established offline indicators. We observe consistent global gender differences such as women having a higher fraction of reciprocated social links. Concerning the link to offline variables, we find that online inequality is strongly correlated to offline inequality, but that the directionality can be counter-intuitive. In particular, we observe women to have a higher online status, as defined by a variety of measures, compared to men in countries such as Pakistan or Egypt, which have one of the highest measured gender inequalities. Also surprisingly we find that countries with a larger fraction of within-gender social links, rather than across-gender, are countries with less gender inequality offline, going against an expectation of online gender segregation. On the other hand, looking at "differential assortativity", we find that in countries with more offline gender inequality women have a stronger tendency for withing-gender linkage than men. We believe our findings contribute to ongoing research on using online data for development and prove the feasibility of developing an autom

关键词： Social networking (online)

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