Workflow systems for science: Concepts and tools

D Talia - International Scholarly Research Notices, 2013 - Wiley Online Library
The wide availability of high‐performance computing systems, Grids and Clouds, allowed
scientists and engineers to implement more and more complex applications to access and …

Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions

MM Gaber, J Gama, S Krishnaswamy… - … : Data Mining and …, 2014 - Wiley Online Library
In this article, we review the state‐of‐the‐art techniques in mining data streams for mobile
and ubiquitous environments. We start the review with a concise background of data stream …

A service oriented architecture to provide data mining services for non-expert data miners

M Zorrilla, D García-Saiz - Decision Support Systems, 2013 - Elsevier
In today's competitive market, companies need to use discovery knowledge techniques to
make better, more informed decisions. But these techniques are out of the reach of most …

A new web-based solution for modelling data mining processes

V Medvedev, O Kurasova, J Bernatavičienė… - … Modelling Practice and …, 2017 - Elsevier
The conventional technologies and methods are not able to store and analyse recent data
that come from different sources: various devices, sensors, networks, transactional …

Scaling up classifiers to cloud computers

C Moretti, K Steinhaeuser, D Thain… - 2008 Eighth IEEE …, 2008 - ieeexplore.ieee.org
As the size of available datasets has grown from Megabytes to Gigabytes and now into
Terabytes, machine learning algorithms and computing infrastructures have continuously …

How distributed data mining tasks can thrive as knowledge services

D Talia, P Trunfio - Communications of the ACM, 2010 - dl.acm.org
Introduction Computer science applications are becoming more and more network centric,
ubiquitous, knowledge intensive, and computing demanding. This trend will result soon in …

Data mining and life sciences applications on the grid

M Cannataro, PH Guzzi, A Sarica - … Reviews: Data Mining and …, 2013 - Wiley Online Library
Data mining (DM) is increasingly used in the analysis of data generated in life sciences,
including biological data produced in several disciplines such as genomics and proteomics …

[图书][B] Service-oriented distributed knowledge discovery

D Talia, P Trunfio - 2013 - api.taylorfrancis.com
Data analysis techniques and services are needed to mine the massive amount of data
available and to extract useful knowledge from it. e service-oriented architecture (SOA) is …

Link prediction in complex networks by supervised rank aggregation

M Pujari, R Kanawati - 2012 IEEE 24th International …, 2012 - ieeexplore.ieee.org
Link prediction is a central task in the field of dynamic complex network analysis. A major
trend in this area consists of applying a dyadic topological approach. Most of existing …

Assessment of risk perception in security requirements composition

H Hibshi, TD Breaux… - 2015 IEEE 23rd …, 2015 - ieeexplore.ieee.org
Security requirements analysis depends on how well-trained analysts perceive security risk,
understand the impact of various vulnerabilities, and mitigate threats. When systems are …