1,256 resources related to Data preprocessing
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2015 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
IPDPS is an international forum for engineers and scientists from around the world to present their latest research findings in all aspects of Parallel Processing.
2013 IEEE 11th International Conference on Industrial Informatics (INDIN)
The aim of the conference is to bring together researchers and practitioners from industry and academia and provide them with a platform to report on recent developments, deployments, technology trends and research results, as well as initiatives related to industrial informatics and their application.
2012 4th Conference on Data Mining and Optimization (DMO)
The scope of the conference includes, but is not limited to the following subjects: Parallel and distributed data mining algorithms, Data streams mining, Graph mining, Spatial data mining, Text & multimedia mining, Web mining, Pre-processing techniques, etc. Linear/Nonlinear Optimization, Integer/Combinatorial Optimization, metaheuristics, Network Optimization, Scheduling Problems and Stochastic Optimization.
Sensor Technology Nonlinear Circuits & Systems Signal Processing Instrumentation & Control Systems Communications Systems Image Processing & Multimedia Systems Biomedical Systems VLSI & Embedded Systems Power Electronics & Power Systems Computational & Articial Intelligence
Given volumes of information in digital form, we are constantly faced with new challenges with regards to efficiently using it and extracting useful knowledge from it. Information reuse and integration (IRI) seeks to maximally exploit such available information to create new knowledge and to reuse it for addressing newer challenges. It plays a pivotal role in the capture, maintenance, integration, validation, extrapolation, and application of knowledge to augment human decision -making capabilities.
Artificial intelligence techniques, including speech, voice, graphics, images, and documents; knowledge and data engineering tools and techniques; parallel and distributed processing; real-time distributed processing; system architectures, integration, and modeling; database design, modeling, and management; query design, and implementation languages; distributed database control; statistical databases; algorithms for data and knowledge management; performance evaluation of algorithms and systems; data communications aspects; system ...
IEEE Transactions on Parallel and Distributed Systems (TPDS) is published monthly. Topic areas include, but are not limited to the following: a) architectures: design, analysis, and implementation of multiple-processor systems (including multi-processors, multicomputers, and networks); impact of VLSI on system design; interprocessor communications; b) software: parallel languages and compilers; scheduling and task partitioning; databases, operating systems, and programming environments for ...
This award-winning magazine for technology professionals explores career strategies, the latest research and important technical developments. IEEE Potentials covers theories to practical applications and highlights technology's global impact.
Galvao, R.K.H.; Yoneyama, T. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 2004
This correspondence proposes a novel signal clustering method based on the unsupervised training of a wavelet network. The synaptic weights are parameterized by wavelet basis functions, which are adjusted by a competitive algorithm that makes use of the neighborhood concept proposed by Kohonen. The robustness of the wavelet network with respect to noise is illustrated in a simulated problem, in ...
Ganapathy, V. Circuits and Systems, 1993., ISCAS '93, 1993 IEEE International Symposium on, 1993
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Karthikeyan, B.; Gopal, S.; Srinivasan, P.S.; Venkatesh, S. Properties and applications of Dielectric Materials, 2006. 8th International Conference on, 2006
Partial Discharge is the breakdown confined to the localized regions of the insulating medium. The analysis and classification of Partial Discharge based on its site of occurrence is a complex process notwithstanding the intricacies involved in the digital computer acquisition system, since partial discharge is inherently a stochastic and a non-Markovian process in which there can be significant statistical variability. ...
Wang Zhihe; Ma Yanhua; Shu Rong; Xu Weiming; Yu Long Infrared Millimeter Waves and 14th International Conference on Teraherz Electronics, 2006. IRMMW-THz 2006. Joint 31st International Conference on, 2006
In this paper, a process of geometric correction for IR scanning images based on GPS/IMU position and orientation data is proposed, which includes GPS/IMU data preprocessing, geometric correction according to the collinear equation, and multi-strip mosaicing. The experiment results show that the presented method get an ideal effect.
Zhang Yao; Wang Peng; Chen Gao-yun; Chen Dong-Dong; Ding Rui; Zhang Yan Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on, 2008
The principle advantage and shortcoming of quantum clustering algorithm (QC) is analyzed. Based on its shortcomings, an improved algorithm - exponent distance-based quantum clustering algorithm (EQDC) is produced. It improved the iterative procedure of QC algorithm and used exponent distance formula to measure the distance between data points and the cluster centers. Experimental results demonstrate that the cluster accuracy of ...
Big Data: Connecting Big Data with Data Analytics
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Stephen Brodsky: Big Data at the Speed of Business
Netflix's Chris Pouliot: How to Build a Data Science Team from Scratch
Michael Johnson: Big Data in Healthcare
Yesterday, Today and the Next Decade ? James Whittaker, Microsoft
Yahoo's Raghu Ramakrishnan Discusses CAP and Cloud Data Management
Big Data & the Cloud: The Road Ahead
Big Data & the Cloud: The Research Agenda
Big Data & the Cloud: Privacy and Security issues
ITEC 2014: Efficiency through the Data Link: Connected Cars & the Electrified Experience
WIE ILC: Leadership Q & A with Jaya Kolhatkar of WalmartLabs
GEOSS for BIODIVERSITY -A demonstration of the GEOSS Common Infrastructure capabilities
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