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* Data and Knowledge Engineering
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Data and Knowledge
The database research area has several notable dedicated academic journals ( e. g., ACM Transactions on Database Systems-TODS, Data and Knowledge Engineering-DKE, and more ) and annual conferences ( e. g., ACM SIGMOD, ACM PODS, VLDB, IEEE ICDE, and more ), as well as an active and quite heterogeneous ( subject-wise ) research community all over the world.
Data mining ( the analysis step of the " Knowledge Discovery in Databases " process, or KDD ), is a field at the intersection of computer science and statistics, is the process that attempts to discover patterns in large data sets.
Other terms used include Data Archaeology, Information Harvesting, Information Discovery, Knowledge Extraction, etc.
The premier professional body in the field is the Association for Computing Machinery's Special Interest Group on Knowledge Discovery and Data Mining ( SIGKDD ).
* Burges, Christopher J. C .; A Tutorial on Support Vector Machines for Pattern Recognition, Data Mining and Knowledge Discovery 2: 121 – 167, 1998
* Data, Knowledge and Services ( DCS ) department: The DCS department is organized around five research teams involving 44 faculty members ( 11 professors, 33 associate professors ).
It covers the following areas: Knowledge discovery ( data mining, complex systems modeling, knowledge engineering ) Data and services engineering ( security and confidentiality, modeling, integration and querying, service composition )
The laboratory leads research on fundamental issues in these areas ( image, and Data, Knowledge and services ).
* Data mining ( which is the analysis step of Knowledge Discovery in Databases ) focuses on the discovery of ( previously ) unknown properties on the data
* Mierswa, Ingo and Wurst, Michael and Klinkenberg, Ralf and Scholz, Martin and Euler, Timm: YALE: Rapid Prototyping for Complex Data Mining Tasks, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ( KDD-06 ), 2006.
* Julien B, Philippe C, Pascal C and Pierre C ( 2008 ) " Safeguarding, Integrating and Disseminating Knowledge on Exploited Marine Ecosystems: The Ecoscope " International Marine Data and Information Systems, IMDIS-2008.
* Sänn, A .; Baier, D. ( 2012 ): Lead User Identification Based in Conjoint Analysis Based Product Design, in: Studies in Classification, Data Analysis and Knowledge Organization, Vol.
Rudi Studer a '*, V. Richard Benjamins b ' c, Dieter Fensel " Knowledge Engineering: Principles and methods ", Data & Knowledge Engineering 25 ( 1998 ) 161-197
Data and Engineering
* Seibel, " Data Entry Devices and Procedures ", in Human Engineering Guide to Equipment Design, Van Cott and Kinkade ( Eds ), 1963
* Oral history interview with Frank C. Mullaney at the Charles Babbage Institute-discusses Engineering Research Associates ( ERA ), especially the Atlas ( ERA 1101 ) computer, and successors ; John L. Hill ; the acquisition of ERA by Remington Rand, J. Presper Eckert, and the formation of Control Data Corporation
Elements of the zero gravity scenes were handled by Pacific Data Images, while phaser beams and transporter effects were generated by Visual Concept Engineering, an offshoot of ILM that had contributed to The Wrath of Khan and The Final Frontier.
At the start of the next academic year, the departments of Computer Science and Electronic Systems Engineering accepted their first students, the SSRC Data Bank ( later renamed the UK Data Archive ) was established and the Lecture Theatre Building and Library opened along with the first phase of the Social and Comparative Studies building, while work proceeded on Tawney and William Morris residential towers.
The main Campus, which is developed around the main building in Piazzale Europa, housing the Rector's office, the Administration offices, the Main Library and the faculties of Law and Political Sciences, includes the buildings of the faculties of Economics, Pharmacy, Mathematical Physical and Natural Sciences, Engineering, the Medical Institutes of Microbiology and Physiology, the towing tank, the Data Processing Centre and the building where the Department of Chemical Sciences and the Department of Biochemistry, Biophysics and Macromolecular Chemistry are accommodated.
* WCR cited by the Space Science and Engineering Center of the University of Wisconsin-Madison: In the News: a monthly newsletter, " Data and Imagery ," April 2007.
* The College of Science and Technology: National Transportation Security Center of Excellence for Petro-Chemical Transportation ( NTSCOE-P ), Center for Transportation Training and Research ( CTTR ), TSU NASA University Research Center for Bionanotechnology and Environmental Research ( TSU NASA C-BER ), Innovative Transportation Research Institute ( ITRI ), Houston National Summer Transportation Institute ( HNSTI ), Research Center in Minority Institution ( RCMI ) Computational Core: Advanced Computational Simulation Center, Research Center in Minority Institution ( RCMI ) Computational Core: Data Analysis and Visualization Center, NASA C-BER Fellows Program, NASA C-BER Scholars Program, Houston Louis Stokes Alliance for Minority Participation ( H-LSAMP ) Program, Science & Engineering Summer Program Science Technology and Enhancement Program ( STEP )
Lee and Smith removed and replaced a Data Interface Unit on Hubble, as well as a reel-to-reel Engineering and Science Tape Recorder with a new digital Solid State Recorder ( SSR ) that allowed simultaneous recording and playback of data.
Knowledge and Engineering
The Software Engineering Body of Knowledge ( SWEBOK ) is a product of the Software Engineering Coordinating Committee sponsored by the IEEE Computer Society.
* An Assessment of Software Engineering Body of Knowledge Efforts — an ACM report critical of the SWEBOK
Third-party developers provided additional programming languages ( like OPS5 ) and development tools ( like the Knowledge Engineering Environment, KEE, from Intellicorp ).
ETS University and UQAM were mandated by IEEE to develop the SoftWare Engineering BOdy of Knowledge SWEBOK, which has become an ISO standard describing the body of knowledge covered by a software engineer.
* Knowledge Engineering is the process of eliciting Knowledge for any purpose be it Expert system or AI development
Some of the trends in Knowledge Engineering in the last few years are discussed in this section. The text below is a brief overview of paper " Knowledge Engineering: Principles and methods " authored by Rudi Studer, V. Richard Benjamins and Dieter Fensel.
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