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Qatar Foundation Annual Research Forum Volume 2011 Issue 1
- Conference date: 20-22 Nov 2011
- Location: Qatar National Convention Center (QNCC), Doha, Qatar
- Volume number: 2011
- Published: 20 November 2011
161 - 180 of 281 results
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Interference-Aware Spectrum Sharing Techniques for Next Generation Wireless Networks
Authors: Marwa Khalid Qaraqe, Ziad Bouida, Mohamed Abdallah and Mohamed-Slim AlouiniAbstract Background: Reliable high-speed data communication that supports multimedia application for both indoor and outdoor mobile users is a fundamental requirement for next generation wireless networks and requires a dense deployment of physically coexisting network architectures. Due to the limited spectrum availability, a novel interference-aware spectrum-sharing concept is introduced where networks that suffer Read More
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Conceptual Weighted Feature Extraction and Support Vector Model: A Good Combination for Text Categorization
Authors: Ali Mohamed Jaoua, Sheikha Ali Karam, Samir Elloumi and Fethi FerjaniAbstract While weighted features are known in information retrieval (IR) systems to be used for increasing recall during the document selection step, conceptual methods helped for finding good features. Starting from the features of a sample of Arabic news belonging to k different financial categories, and using the support vector model (SVM), k(k-1) classifiers are generated using one-against-one classification. A new docu Read More
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Record Linkage and Fusion over Web Databases
Authors: Mourad Ouzzani, Eduard Dragut, El Kindi and Amgad MadkourAbstract Many data-intensive applications on the Web require integrating data from multiple sources (Web databases) at query time. Online sources may refer to the same real world entity in different ways and some may provide outdated or erroneous data. An important task is to recognize and merge the various references that refer to the same entity at query time. Almost all existing duplicate detection and fusio Read More
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Call Admission Control with Resource Reservation for OFDM Networks
Authors: Mehdi Khabazian, Osama Kubbar and Hossam HassaneinAbstract The scarcity of the radio resources and variable channel quality cause many challenges to the resource management for future all-IP wireless communications. One technique to guarantee a certain level of quality of service (QoS) is call admission control (CAC). Briefly, CAC is a mechanism which decides whether a new call could be admitted or rejected depending on its impacts on the current calls’ QoS. Convent Read More
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A Distributed Reconfigurable Active Solid State Drive Platform for Data Intensive Applications
Authors: Mazen Saghir, Hassan Artail, Haitham Akkary, Hazem Hajj and Mariette AwadAbstract The ability to efficiently extract useful information from volumes of data distributed across myriad networks is hindered by the latencies inherent to magnetic storage devices and computer networks. We propose overcoming these limitations by leveraging solid-state drive (SSD) and field-programmable gate array (FPGA) technologies to process large streams of data directly at the storage sites. Our proposed reconfi Read More
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A Dynamic Physical Rate Adaptation for Multimedia Quality-Based Communications in IEEE_802.11 Wireless Networks
By Mariam FlissAbstract Assuming that the IEEE802.11 Wireless Local Area Networks (WLANs) are based on a radio/infrared link, they are more sensitive to the channel variations and connection ruptures. Therefore the support for multimedia applications over WLANs becomes non-convenient due to the compliance failure in term of link rate and transmission delay performance. We studied link adaptation facets and the Quality of Service Read More
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Interference Cancellation of Hop-By-Hop Beamforing for Dual-Hop MIMO Relay Networks
Authors: Fawaz AL-Qahtani and Hussein AlnuweiriAbstract Cooperative communication relaying systems are gaining much interest because they can improve average link signal to nose ratio by replacing longer hops with multiple shorter hops. The method of relaying has been introduced to enable a source (i.e. mobile terminal) communicate with a target destination via a relaying (i.e. mobile terminal). Furthermore, multiple-input multiple output (MIMO) commun Read More
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Novel Reduced-Feedback Wireless Communication Systems
Authors: Mohammad Obaidah Shaqfeh, Hussein Alnuweiri and Mohamed-Slim AlouiniAbstract Modern communication systems apply channel-aware adaptive transmission techniques and dynamic resource allocation in order to exploit the peak conditions of the fading wireless links and to enable significant performance gains. However, conveying the channel state information among the users’ mobile terminals into the access points of the network consumes a significant portion of the scarce air-lin Read More
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Learning to Recognize Speech from a Small Number of Labeled Examples
Abstract Machine learning methods can be used to train automatic speech recognizers (ASR). When porting ASR to a new language, however, or to a new dialect of spoken Arabic, we often have too few labeled training data to allow learning of a high-precision ASR. It seems reasonable to think that unlabeled data, e.g., untranscribed television broadcasts, should be useful to train the ASR; human infants, for example, are able to Read More
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Demonstration Prototype of a High-Fidelity Robotic-Assisted Suturing Simulator
Authors: Georges Younes, George Turkiyyah and Jullien Abi NahedAbstract Rapid advances in robotic surgical devices have put significant pressure on physicians to learn new procedures using newer and sophisticated instruments. This in turn has increased the demand for effective and practical training methods using these technologies, and has motivated the development of surgical simulators that promise to provide practical, safe, and cost-effective environments for practicing Read More
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Investigating the Dynamics of Densely Crowded Environments at the Hajj Using Image Processing Techniques
Authors: Khurom Hussain Kiyani and Maria PetrouAbstract Background: With the world's population projected to grow from the current 6.8 billion to around 9 billion by 2050, the resultant increase of megacities and the associated demands on public transport, there is an urgent imperative to understand the dynamics of crowded environments. Very dense crowds that exceed 3 people per square metre present many challenges for efficiently measuring quantities s Read More
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Software for Biomechanical Performance Analysis of Force Plate Data
Authors: Manaf Kamil and Dino PalazziAbstract Background: Force plates have been used in sports biomechanics since the 1960's. However, extracting useful information related to performance from curve analysis is a complicated process. It requires a combined knowledge in signal processing (filtering), mechanical equations, testing protocols, biomechanics, and discrete mathematical analysis to properly process the data. Objectives: The aim is to provide a pr Read More
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Autonomous Coverage Management in Smart Camera Networks
Authors: Vinay Kolar, Vikram Munishwar, Nael Abu-Ghazaleh and Khaled HarrasAbstract Recent advances in imaging and communication have lead to the development of smart cameras that can operate autonomously and collaboratively to meet various application requirements. Networks of such cameras, called Smart Camera Networks (SCNs), have a range of applications in areas such as monitoring and surveillance, traffic management and health care. The self-configuring nature of cameras, Read More
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Query Processing in Private Data Outsourcing Using Anonymization
Authors: Ahmet Erhan Nergiz and Chris CliftonAbstract Data outsourcing is a growing business. Cloud computing developments such as Amazon Relational Database Service promise further reduced cost. However, use of such a service can be constrained by privacy laws, requiring specialized service agreements and data protection that could reduce economies of scale and dramatically increase costs. We propose a private data outsourcing approach where the link b Read More
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GreenLoc: Energy Efficient Wifi-Based Indoor Localization
Authors: Mohamed Abdellatif, Khaled Harras and Abderrahmen MtibaaAbstract User-localization and positioning systems have been a core challenge in the domain of context-aware pervasive systems and applications. GPS has been the de-facto standard for outdoor localization; however, geo-satellite signals upon which GPS rely, are inaccurate in indoor environments. Therefore, various indoor localization techniques based on triangulation, scene analysis, or proximity, have been introduc Read More
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A Data Locality and Skew Aware Task Scheduler for MapReduce in Cloud Computing
Authors: Mohammad Hammoud, Suhail Rehman and Majd SakrAbstract Inspired by the success and the increasing prevalence of MapReduce, this work proposes a novel MapReduce task scheduler. MapReduce is by far one of the most successful realizations of large-scale, data-intensive, cloud computing platforms. As compared to traditional programming models, MapReduce automatically and efficiently parallelizes computation by running multiple Map and/or Reduce tasks over distributed Read More
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Multi-Layered Performance Monitoring for Cloud Computing Applications
Authors: Suhail Rehman, Mohammad Hammoud and Majd SakrAbstract Cloud computing revolutionizes the way large amounts of data are processed and offers a compelling paradigm to organizations. An increasing number of data-intensive scientific applications are being ported to cloud environments such as virtualized clusters, in order to take advantage of increased cost-efficiency, flexibility, scalability, improved hardware utilization and reduced carbon footprint, among others Read More
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Towards a New Termination Checker for the Coq Proof Assistant
More LessAbstract Modern societies rely on software applications for performing many critical tasks. As this trend is increasing, so it is the necessity to develop cost-effective methods of writing software that ensure that essential safety and security requirements are met. In this context, dependent type theories are recently gaining adoption as a valid tool for performing formal verification of software. The focus of this work is Coq, a Read More
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A Natural Language Processing-Based Active and Interactive Platform for Accessing English Language Content and Advanced Language Learning
Authors: Kemal Oflazer, Teruko Mitamura, Tomas By, Hideki Shima and Eric RieblingAbstract SmartReader is a general-purpose “reading appliance” being implemented at Carnegie Mellon University (Qatar and Pittsburgh) - building upon an earlier prototype version. It is an artificial intelligence system that employs advanced language processing technologies and can interact with the reader and respond to queries about the content, words and sentences in a text. We expect it to be used by students in Qatar a Read More
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NEXCEL, A Deductive Spreadsheet
More LessAbstract Usability and usefulness have made the spreadsheet one of the most successful computing applications of all times: millions rely on it every day for anything from typing grocery lists to developing multimillion dollar budgets. One thing spreadsheets are not very good at is manipulating symbolic data and helping users make decisions based on them. By tapping into recent research in logic programming, dat Read More
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