the growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable and the trend is to increase its pace. In fact, the need for computational techniques that can efficiently ...
ISBN:
(数字)9783642288395
ISBN:
(纸本)9783642288388
the growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable and the trend is to increase its pace. In fact, the need for computational techniques that can efficiently handle the huge amounts of data produced by the new experimental techniques in Biology is still increasing driven by new advances in Next Generation Sequencing, several types of the so called omics data and image acquisition, just to name a few. the analysis of the datasets that produces and its integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Within this scenario of increasing data availability, systems Biology has also been emerging as an alternative to the reductionist view that dominated biological research in the last decades. Indeed, Biology is more and more a science of information requiring tools from the computational sciences. In the last few years, we have seen the surge of a new generation of interdisciplinary scientists that have a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. PACBB12 hopes to contribute to this effort promoting this fruitful interaction. PACBB'12 technical program included 32 papers from a submission pool of 61 papers spanning many different sub-fields in Bioinformatics and Computational Biology. therefore, the conference will certainly have promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). the scientific content will certainly be challenging and will promote the improvement of the work that is being developed by each of the pa
Over the years a critical increase in the mass of the web has been observed. Among that a large part comprises of online subject-specific databases, hidden behind query interface forms known as deep web. Existing sear...
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ISBN:
(纸本)9781467363686
Over the years a critical increase in the mass of the web has been observed. Among that a large part comprises of online subject-specific databases, hidden behind query interface forms known as deep web. Existing search engines are unable to completely index this highly relevant information due to its large volume. To access deep web content, the research community has proposed to organize it using machine learning techniques. Clustering is one of the key solutions to organize the deep web databases. Existing clustering methods do not encounter semantic relevance among deep web forms. In this paper, we propose a novel method DWSemClust to cluster deep web databases based on the semantic relevance found among deep web forms by employing a generative probabilistic model Latent Dirichlet Allocation (LDA) for modeling content representative of deep web databases. A document comprises of multiple topics, the task of LDA is to cluster words present in the document into "topics". the purpose of the parameter estimation process in the underlying model is to discover the document's topic and tell about its proportionate distribution in documents. Deep web has a sparse topic distribution. Due to this reason we have proposed to use LDA that is supposed to be a good clustering solution for the sparse distribution of topics. Further we employ a rich set of metadata as our content representative that comprises of form contents (single attribute/ multiple attributes) and page contents. Experimental results show that our proposed method clearly outperforms the existing non-semantics based clustering methods.
the last decade has seen the emergence of a unified approach for product design which attempts to combine traditionally distinct tasks such as design, management, marketing, analysis, manufacture and materials. Often ...
ISBN:
(纸本)9783642635045
the last decade has seen the emergence of a unified approach for product design which attempts to combine traditionally distinct tasks such as design, management, marketing, analysis, manufacture and materials. Often called "Concurrent Engineering" or "Simultaneous Engineering," this new philosophy aims at improving cost competitiveness by reducing waste of time, money, and other resources inherent in the iterative traditional methods. In view of the importance of this new philosophy, Concurrent Engineering is selected as the theme for this conference. the main objective of the conference was to bring together researchers and practitioners from government, industries and academia interested in the multi-disciplinary and inter-organizational productivity aspects of advanced manufacturing systems utilizing CAD/CAM, CAE, CIM, Parametric Technology, AI, Robotics, AGV Technology, etc. A selection of the papers presented at the conference are organized into two volumes emphasizing the aspects of Concurrent Engineering and Flexible Automation.
systemsthat gather fine-grained provenance metadata must process and store large amounts of information. Filtering this metadata as it is collected has a number of benefits, including reducing the amount of persisten...
systemsthat gather fine-grained provenance metadata must process and store large amounts of information. Filtering this metadata as it is collected has a number of benefits, including reducing the amount of persistent storage required and simplifying subsequent provenance queries. However, writing these filters in a procedural language is verbose and error prone. We propose a simple declarative language for processing provenance metadata and evaluate it by translating filters implemented in SPADE [9], an open-source provenance collection platform.
Many projects aim to provide technologies and solutions that will support elderly and differently abled people in their daily lives. User interfaces in such systems are extremely important for their acceptance. Conseq...
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Many projects aim to provide technologies and solutions that will support elderly and differently abled people in their daily lives. User interfaces in such systems are extremely important for their acceptance. Consequently, a lot of effort is invested in the development of interfaces that will support natural forms of interaction. Gesture based interaction raised particular interest in recent years because of the availability of cheap technology and its intuitiveness. In this paper we discuss problems and issues when designing user interfaces for elderly, and particularly, we introduce a gesture interaction for a project that is aiming to provide a reference platform for developing Ambient Assisted Living (AAL) services.
the proceedings contain 44 papers. the special focus in this conference is on cognitive radio networks, security, resource allocation, wireless protocols and algorithms, advanced networking systems, sensor networks, s...
ISBN:
(纸本)9783642292217
the proceedings contain 44 papers. the special focus in this conference is on cognitive radio networks, security, resource allocation, wireless protocols and algorithms, advanced networking systems, sensor networks, scheduling and optimization, routing protocols, and multimedia and stream processing. the topics include: Transport control based on spectrum switching detection in cognitive radio ad hoc networks;cross-layer control for utility maximization in multihop cognitive radio networks;reliable channel selection and routing for real-time services over cognitive radio mesh networks;studying non-intrusive tracing in the internet;a sparse Bayesian framework for anomaly detection in heterogeneous networks;mobile sensing enabled robust detection of security threats in urban environments;detection of fabricated CTS packet attacks in wireless LANs;channel aware and queue aware scheduling in LTE uplink;network coding based QoS-provisioning MAC for wireless smart metering networks;a strategy-proof and non-monetary admission control mechanism for wireless access networks;admission control and QoS provisioning in multi-service MDA for IEEE 802.11s-based wireless mesh networks;empirical analysis of local round trip time for wireless traffic differentiation;performance analysis of cloud computing centers;efficient stream processing in the cloud;deterministic algorithm for coded cooperative data exchange;dynamically provisioned priority-aware algorithms in shared mesh optical networks;interference aware routing and load balancing in wireless sensor and actuator networks;sensor distribution on coverage in sensor networks;sensor-aided navigation in GPS-denied environments;distributed scheduling for advance bandwidth reservation in high-performance networks;a multi-objective optimization approach for designing multihop cellular networks;optimal oblivious routing in hole-free networks.;self-optimizing mechanism for prediction-based decentralized routing;downlink power allocation
the objective of this paper is comprehensive study related to 5G technology of mobile communication. Existing research work in mobile communication is related to 5G technology. In 5G, researches are related to the dev...
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ISBN:
(纸本)9781479903160
the objective of this paper is comprehensive study related to 5G technology of mobile communication. Existing research work in mobile communication is related to 5G technology. In 5G, researches are related to the development of World Wide Wireless Web (WWWW), Dynamic Adhoc Wireless Networks (DAWN) and Real Wireless Communication. the most important technologies for 5G technologies are 802.11 Wireless Local Area Networks (WLAN) and 802.16 Wireless Metropolitan Area Networks (WMAN), Ad-hoc Wireless Personal Area Network (WPAN) and Wireless networks for digital communication. 4G technology will include several standards under a common umbrella, similar to 3G, but with IEEE *** wireless mobile networks integrated from the commencement. the major contribution of this paper is the key provisions of 5G (Fifth Generation) technology of mobile communication, which is seen as consumer oriented. In 5G technology, the mobile consumer has given utmost priority compared to others. 5G Technology stands for 5th Generation Mobile Technology. 5G technology is to make use of mobile phones within very high bandwidth. the consumer never experienced the utmost valued technology as 5G. the 5G technologies include all types of advanced features which make 5G technology most dominant technology in near future.
this volume contains the proceedings of the 5thinternationalconference on Intelligent Interactive Multimedia systems and Services (KES-IIMSS-12). the conference was jointly organised by Nagoya University in Japan an...
ISBN:
(数字)9783642299346
ISBN:
(纸本)9783642299339
this volume contains the proceedings of the 5thinternationalconference on Intelligent Interactive Multimedia systems and Services (KES-IIMSS-12). the conference was jointly organised by Nagoya University in Japan and the KES international organisation, and held in the attractive city of Gifu. the KES-IIMSS conference series, (series chairs Prof. Maria Virvou and Prof. George Tsihrintzis), presents novel research in various areas of intelligent multimedia system relevant to the development of a new generation of interactive, user-centric devices and systems. the aim of the conference is to provide an internationally respected forum for scientific research in the technologies and applications of this new and dynamic research area.
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