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Feature selection in enterprise analytics

Pradap Konda, Arun Kumar, Christopher Ré, Vaishnavi Sashikanth
2013 Proceedings of the VLDB Endowment  
We then show how we optimize performance and manage the provenance of feature selection processes.  ...  First, feature selection is performed by many types of users, not just data scientists. Second, high performance is critical to perform feature selection processes on large data.  ...  ACKNOWLEDGEMENTS This research has been supported by the NSF CAREER award IIS-1054009, the ONR awards N000141210041 and N000141310129, the Sloan Research Fellowship and a gift from Oracle.  ... 
doi:10.14778/2536274.2536302 fatcat:ipnoxktm4rfprhjn2u4dacocba

Service-Oriented Architecture for VIEW: A Visual Scientific Workflow Management System

Cui Lin, Shiyong Lu, Zhaoqiang Lai, Artem Chebotko, Xubo Fei, Jing Hua, Farshad Fotouhi
2008 2008 IEEE International Conference on Services Computing  
These requirements demand a new architectural design for scientific workflow management systems (SWFMSs).  ...  system), iii) we implement VIEW to validate the feasibility of the proposed architectures, and iv) we present two case studies to showcase the applications of our VIEW system.  ...  While business workflows are controlflow oriented with the mission of carrying out business logic to achieve a business goal, scientific workflows tend to be dataflow oriented aimed at enabling, facilitating  ... 
doi:10.1109/scc.2008.118 dblp:conf/IEEEscc/LinLLCFHF08 fatcat:drwsybovbrgqfczphkwj7latem

Blockchain-enabled Clinical Study Consent Management

Hans H. Jung, Franz M.J. Pfister
2020 Technology Innovation Management Review  
Ultimately, as the technology advances, tracking data provenance trails in a distributed ledger system will enable end-users to understand exactly which input data a machine-generated output (machine learning  ...  This approach aims to leverage informed Blockchain-enabled Clinical Study Consent Management consent from being a process result, to becoming a process enabler, and even into a multiple business and health  ...  As principal, he heads the digital customer experience community at UNITY AG, a leading Management Consulting & Innovation Company.  ... 
doi:10.22215/timreview/1325 fatcat:tvnvtetivfdlnp6fcegse4vt4a

Business Provenance – A Technology to Increase Traceability of End-to-End Operations [chapter]

Francisco Curbera, Yurdaer Doganata, Axel Martens, Nirmal K. Mukhi, Aleksander Slominski
2008 Lecture Notes in Computer Science  
Visibility of such end-to-end operations is required to manage compliance and business performance.  ...  Business provenance gives the flexibility to selectively capture information required to address a specific compliance or performance goal.  ...  In some cases it is not even stored in a central repository but kept locally by the manager. The auditor therefore has to contact the manager, and the manager has to find the right documents.  ... 
doi:10.1007/978-3-540-88871-0_10 fatcat:ff52f4hbhzaofl5lyucqr6ytmm

A Provenance Maturity Model [chapter]

Kerry Taylor, Robert Woodcock, Susan Cuddy, Peter Thew, David Lemon
2015 IFIP Advances in Information and Communication Technology  
improvements in provenance management across an organisational unit.  ...  We take inspiration from the well-known software development Capability Maturity Model to design a Maturity Model for provenance management that we call the PMM.  ...  Provenance is a highly valued component of business delivering transparency, accountability and knowledge management.  ... 
doi:10.1007/978-3-319-15994-2_1 fatcat:5e6dqkxb2fhmrpsbeell7vonsm

The Deployment of an Enhanced Model-Driven Architecture for Business Process Management [article]

Richard McClatchey
2018 arXiv   pre-print
This paper reports on how the Agilium-NG software has enabled the deployment of an unique business process management solution that can be dynamically evolved to cater for changing user requirement.  ...  the gathering of traceable (provenance) data.  ...  [29] and to enable advanced case management with the work of Martens et al. [30] .  ... 
arXiv:1803.07435v1 fatcat:k25gm2uzxrg25ptgpgviiirwhu

Evolvable Systems for Big Data Management in Business

R McClatchey, A Branson, J Shamdasani, P. Emin
2017 2017 International Conference on High Performance Computing & Simulation (HPCS)  
In these cases system development does not have a definitive end point, rather it continues in a mutually constitutive cycle with the organization and its requirements.  ...  We have developed software called CRISTAL-ISE that enables dynamic system evolution and interoperability for Big Data systems, it has been commercialised as the Agilium-NG BPM product and is described  ...  Agilium-NG, produced by the M1i company based in Annecy, France, supports Big Data business process management (BPM [7] ) and the integration and co-operation of multiple processes especially in business-to-business  ... 
doi:10.1109/hpcs.2017.14 dblp:conf/ieeehpcs/McClatcheyBSE17 fatcat:oq44nnjccfchpoc3yod7lj3rwu

Editorial: Best Practices on Advanced Condition Monitoring of Rail Infrastructure Systems

Stefano Bruni, Sakdirat Kaewunruen
2020 Frontiers in Built Environment  
In fact, the virus underpins the necessity to manage temporal and spatial risks through advanced condition monitoring across transportation networks, modalities, and systems.  ...  management.  ...  This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY).  ... 
doi:10.3389/fbuil.2020.592913 doaj:c2e8a3d28f384afea583442480070831 fatcat:4fymjycwy5fv7hcgr6x5zbvw4e

Strategic business transformation through technology convergence: implications from General Electric's industrial internet initiative

Nivedita Agarwal, Alexander Brem
2015 International Journal of Technology Management  
This paper presents the case of General Electric (GE) and studies the various transitional phases and transformation dimensions that GE is experiencing, to manage this technology convergence.  ...  Traditionally, two technologies -operational technology (OT) and information technology (IT) -have operated independently from one another; however, technological advancements that businesses are experiencing  ...  HCIT marketing manager, interviewed by N.  ... 
doi:10.1504/ijtm.2015.068224 fatcat:6yini322s5h4jhk6syp2vm6qwu

Data security issues in MaaS-enabling platforms

Franco Callegati, Saverio Giallorenzo, Andrea Melis, Marco Prandini
2016 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI)  
Push notifications Aggregation and storage Booking Roaming connectors Payment gateways Ticketing Clearing Business intelligence Advanced services and applications Application-side  ...  In some cases, data originated from the composition of raw (or otherwise "lower ranked") sources should be accompanied by suitable metadata that allows to verify the provenance of the input values, in  ... 
doi:10.1109/rtsi.2016.7740624 dblp:conf/rtsi/CallegatiGMP16 fatcat:wdbbo3qaw5hmrjdocdcklgmssq

Investigating How Business Process Ambidexterity Facilitates Business-IT Alignment in Public Sector Organizations

Tomek Helbin
2019 2019 13th International Conference on Research Challenges in Information Science (RCIS)  
In today's world of digital transformation and global hyper-competition the need for organizations to manage and innovate their Business Processes in both incremental and disruptive ways is greater than  ...  I will address these gaps through a research plan, covering a large-scale survey, extreme case research, Delphi study and design science research.  ...  This PhD project will be organized by Ghent University (Belgium) under the supervision of Prof. dr. Amy Van Looy.  ... 
doi:10.1109/rcis.2019.8877023 dblp:conf/rcis/Helbin19 fatcat:pjlwzzdljnd57jfergxav7es4y

Industry quantum computing applications

Quantum Technology and Application Consortium – QUTAC, Andreas Bayerstadler, Guillaume Becquin, Julia Binder, Thierry Botter, Hans Ehm, Thomas Ehmer, Marvin Erdmann, Norbert Gaus, Philipp Harbach, Maximilian Hess, Johannes Klepsch (+19 others)
2021 EPJ Quantum Technology  
We propose an application-centric approach for the industrialization of the technology based on proven business impact. This paper identifies 24 different use cases.  ...  By formalizing high-value use cases into well-described reference problems and benchmarks, we will guide technological progress and eventually commercialization.  ...  The lack of proven and coherent method for estimating business impact hinders long-term investments both by use case owner and ecosystem partners. • Benchmark: The QC market and ecosystem are highly diverse  ... 
doi:10.1140/epjqt/s40507-021-00114-x fatcat:w3rtjqquzze7nkxnsdrerhya24

Enterprise services and object-oriented methodologies

Milan Mišovič, Ivana Rábová
2012 Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis  
In the design for the introduction of business services there is used the so-called native solution that is very close to the thinking of corporate management.  ...  Adjustment of the classic, advanced object-oriented methodology is oriented on its cardinal development phases INSEPTION and ELABORATION.  ...  SOA has enabled to implement unexpectedly fl exible changes in business services.  ... 
doi:10.11118/actaun201260070179 fatcat:7drvjmir35hl3laovmapz3im44

A learning perspective on the offshoring of advanced services

Peter D. Ørberg Jensen
2009 Journal of International Management  
analysis and, second, between-case analysis.  ...  Based on longitudinal case studies of offshoring of advanced IT and engineering services from Danish firms to Indian firms, it explores strategic and systemic learning that occurs over time in both the  ... 
doi:10.1016/j.intman.2008.06.004 fatcat:syegkho5ongtxl67jpg2w4ad2m

Aspects of Information Management in Context with IS Selection by SME

Marie Černá
2014 Procedia Engineering  
Correct and complete information base helps managers to make the decisions that lead to future successful running of the business.  ...  Suitably selected information system enables company ensuring error-free business processes and effective cooperation between the company departments.  ...  [9] IS selection by SME -case study [10] Characteristics of the business entity Selected company is the producer of non-alcoholic beverages.  ... 
doi:10.1016/j.proeng.2014.03.050 fatcat:y3y4gpujujc3dlhb2auphyv33m
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