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An algorithmic approach for analysis of animal movement with granular computing in relation with data mining

An algorithmic approach for analysis of animal movement with...

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international conference on Contemporary computing and informatics (IC3I)

作者： Neelam Rawat J.S. Sodhi Rajesh K. Tyagi KIET Ghaziabad Amity University MVN University

The paper aims to bring together researchers and domain experts involved in developing and utilizing methods for knowledge extraction from massive amounts of data from moving objects. Technologies for object tracking are low cost and increasingly reliable in terms of coverage and accuracy; hence movement records are nowadays generated in huge volumes on a routine basis, using diverse technologies such as radio frequency mapping, Global Navigation Satellite Systems, video sequences and Doppler radar. The computational analysis of movement data has seen a successful first decade with progress made in capturing, preprocessing, storing, indexing and querying movement data, combined with promising results in visualizing movement and detecting movement patterns. In many application fields, such as animal monitoring, transportation, or epidemiology, the need for analyzing large sets of trajectories is evident and crucial; however, only very rudimentary automated analysis tools are available and more advanced analyses are carried out manually. Thus the analysis part has been neglected and in comparison with the image processing part it is technologically far behind in the development. A reason for this is a lack of theoretical and practical solutions for many crucial fundamental problems.

关键词： Indexes Time-domain analysis Animals Algorithm design and analysis Heuristic algorithms Data mining informatics

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Sensitivity analysis of availability of video streaming service in cloud computing

Sensitivity analysis of availability of video streaming serv...

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ieee international conference on Performance, computing and Communications (IPCCC)

作者： Rosangela Melo Maria Clara Bezerra Jamilson Dantas Rubens Matos Ivanildo Melo Paulo Maciel Federal Institute of Education Science and Technology of Pernambuco (IFPE) Belo Jardim Campus Brazil Informatics Center Federal University of Pernambuco (UFPE) Recife Brazil

Cloud computing environments provide powerful storage and processing capabilities, as well as other computational resources. Due to the business potential of the pay-peruse model, as well as the advantages of easy scalability, up-to-date Video on Demand (VoD) streaming services rely on cloud infrastructures to offer a wide variety of multimedia content. This paper proposes the application of availability models to a cloud environment designed for a video streaming service. Sensitivity analysis is proposed to identify the availability bottlenecks.

关键词： Availability Computer architecture Sensitivity analysis Computational modeling Maintenance engineering Streaming media Analytical models

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Wireless requirements and challenges in Industry 4.0

Wireless requirements and challenges in Industry 4.0

引用

international conference on Contemporary computing and informatics (IC3I)

作者： Anitha Varghese Deepaknath Tandur ABB

The next generation of industrial advancement which is referred as Industry 4.0 aims to inter-connect and computerize the traditional industrys such as manufacturing. The objective in Industry 4.0 is to make the factories smart enough in terms of improved adaptability, resource efficiency as well as the improved integration of supply and demand processes between the factories. Wireless communication will play a key role in enabling the Industry 4.0 systems and technologies. In this paper we focus the discussion on some of the key wireless communication challenges that will need to be met for the Industry 4.0 era. We look at how the 5 th generation of communication standard may address these requirements. For machine to machine communication the three main design criterions that can be considered are latency, longevity and the reliability of communication. We take an example of WiFi communication, and benchmark it against the requirements, so as to emphasize the improvements required in wireless protocols.

关键词： Industries ieee 802.11 Standards Wireless communication Computer architecture Reliability Microprocessors

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Focusing on Maximum Entropy classification of lyrics by Tom Waits

Focusing on Maximum Entropy classification of lyrics by Tom ...

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ieee international Advance computing conference, IACC

作者： Christos Iraklis Tsatsoulis Markus Hofmann Department of Informatics Institute of Technology Blanchardstown Dublin Ireland

This paper reports on the text analysis (visually and computationally) carried out on the lyrics of the rock musician Tom Waits. The analysis mainly focuses on the generally agreed transition period of the musician with his album Swordfishtrombones which started a new phase in Waits' 40 year career. A total of ten supervised learners are tested with the aim to separate the high dimensional space of the word vector (based on his lyrics)into two phases. After initial tests particular focus is given to the Maximum Entropy classifier by further working with some additional pre-processing techniques. The classifier is able to shed some further light into the two classes by being able to separate the two classes with an accuracy of 95%.

关键词： Training Accuracy Entropy Support vector machines Bagging Boosting Visualization

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Study on building library personalized subject service platform in big data environment—Lib 2.0 solutions based on Hadoop framework

Study on building library personalized subject service platf...

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ieee international conference on Cloud computing and Intelligence Systems (CCIS)

作者： Xia Wang Hongxin Cao Department of Medical Informatics The Second Military Medical University Shanghai China

ISBN: (纸本)9781467369541

Taking the personalized subject service platform of the Second Military Medical University Library for example, this paper analyses the demands and challenges to construct a library personalized subject service platform in big data environment, discusses solutions of building library personalized subject service platform on Hadoop big data storage and processing framework and proposes new ideas to solve the problem of how the library personalized subject service platform can adapt to increasing data of information resources cheaply and efficiently.

关键词： Libraries Big data Servers Parallel processing File systems Education

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Ananya Visual Analytics System: Applications for Strengthening Healthcare Delivery in Bihar, India

Ananya Visual Analytics System: Applications for Strengtheni...

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ieee international conference on Healthcare informatics (ICHI)

作者： Ash Pachauri Swati Trehan Tanvi Jain Himanshu Khetarpal The Center for Human Progress New Delhi India Bill & Melinda Gates Foundation New Delhi India

The vast volume of complex, multidimensional data generated by the Bill & Melinda Gates Foundation's Ananya program to improve maternal, child, and integrated health in Bihar, India, compelled the program to develop a strong visual analytics system. This was necessary to synthesize information and enable Ananya's managers to visualize and interpret data to make effective and informed decisions. The visual analytics system embraces three applications -- a GIS, a data visualization tool, and a program dashboard -- that collectively depict program indicators, providing managers with current assessments of program progress and performance. While distinct in their roles and objectives, the applications are complementary in nature. The applications are in various stages of prototype development and upon deployment will become connected to the system through Ananya's GIS application. This is a unique strategy for the sustainability of the system. In addition to its novel sustainability plans, the system offers a one-of-its-kind application of geo-information technology to improve maternal and child health in Bihar and unique visualizations of program data to support decision making.

关键词： Data visualization Visual analytics Pediatrics Geographic information systems Public healthcare

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The construction of an indoor floor plan using a smartphone for future usage of blind indoor navigation

The construction of an indoor floor plan using a smartphone ...

引用

international conference on Contemporary computing and informatics (IC3I)

作者： J.A.D.C. Anuradha Jayakody Iain Murray Department of Electrical and Computer Engineering Curtin University Perth Western Australia

Most blind people require assistance to navigate within unfamiliar environments as there is often insufficient information about the buildings available to them. To address aspects of this problem, this paper describes the “AccessBIM” model as an approach to facility management in which a digital representation of the indoor building features is used to facilitate the exchange and interoperability of real-time information in digital format which can assist blind people to independently access unfamiliar building indoor environments. The model driven architecture that can be implemented for way finding and data synchronization, generating, in real-time topological map, to assist vision impaired individuals to navigate known and unknown indoor environment.

关键词： Navigation Indoor environments Floors Databases Simultaneous localization and mapping ieee 802.11 Standards

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ACTONNECT: A Platform to Support Patients and Researchers Collaboration

ACTONNECT: A Platform to Support Patients and Researchers Co...

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ieee international conference on Healthcare informatics (ICHI)

作者： Christopher C. Yang Simon Lin Meen Chul Kim Ling Jiang College of Computing and Informatics Drexel University Philadelphia Pennsylvania Nationwide Children's Hospital Columbus Ohio

The paper discusses an online platform called Act Together and Connect for patient-centered outcome research or ACTONNECT in short. ACTONNECT is based on the grounded theory of action-based matchmaking and engagement. Meaning, if there are established actions from both partners, the matchmaking process is more likely to be successful. Based on previous research, there are three levels of engagements in the matchmaking process: 1) The initial willingness from both parties, one who is looking to be connected with the other to develop rigorous research studies, 2) The two groups are engaged by actions, physically sharing in the activities of creating research studies, protocol and publishing's, and 3) The Engaged partnership, which is literally the 1 +1 > 2 partnership. Based on this concept, ACTONNECT allows the matchmaking at the highest level by allowing patients and researchers who share a common ground. ACTONNECT views as a common platform for both patients and researchers. With the action-based matchmaking, the partnership between patients and researchers can be more sustainable.

关键词： Media Drugs informatics Collaboration Internet conferences

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Evolution Formation and Characteristic Analysis of a Class of Information Systems Based on Complex Networks

Evolution Formation and Characteristic Analysis of a Class o...

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2014 ieee international conference on progress in informatics and computing

作者： Yanzhi Hu Zhichun Gan Gang Liu Tian Tian College of National Defense Information Chongqing Communication College

A class of information systems composed of backbone networks and access networks is very popular. According tothe complexity and organization forms of the class of information systems, twoevolution formation mechanisms of the systems are constructed based on complex network theory. One of the mechanisms uses pre-planning and random access strategies, and the other uses pre-planning and preferential access strategies. Different planning schemes and access ways are modeled. Furthermore, an example of information systems is introduced, and the network construction laws of information systems are verified and analyzed by numerical simulation.

关键词： information System co mplex netwo rks evolution formation

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On Odd-graceful Labelings of Irregular Dragon Graphs

On Odd-graceful Labelings of Irregular Dragon Graphs

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2014 ieee international conference on progress in informatics and computing

作者： Xinsheng Liu Yuanyuan Liu Bing Yao Yumei Ma Hua Lian College of Mathematics and statistics Northwest Normal University

Many recent literature show that labelled graphs can be applied in a wide range of scientific fields, such as coding theory, communication network, logistic and soon. For the purpose of researching complex networks, we define irregular dragon graphs as new network models, and show thatirregular dragon graphs admit odd-graceful labellings.

关键词： Odd-graceful labelling Orregular dragon graph Odd-graceful dragon graph

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