Understanding data is the main purpose of data science and how to achieve it is one of data science challenges, especially when dealing with big data. In order to find meaning and relevant information drowned in the data flood, while overcoming big data challenges, one should rely on an analytic tool able to find relations between data, evaluate them and detect their changes and evolution over time. The aim of this paper is to present the DREAM1 tool for dynamic data relations discovery and dynamic display based on a collective artificial intelligence Adaptive Multi-Agent System (AMAS) that uses a new data similarity metric, the Dynamics Correlation. It is currently being applied in the neOCampus operation, the ambient campus of the Univers...
Univerty of Minnesota Ph.D. dissertation. May 2014. Major: Computer Science. Advisor: Vipin Kumar C...
For the past two decades, electronic devices have revolutionized the traceability of social phenomen...
Thesis (Ph.D.)--University of Washington, 2015Relation extraction, the task of extracting facts from...
Understanding data is the main purpose of data science and how to achieve it is one of the challenge...
L'ère des grandes masses de données (big data) nous a mis face à de nouvelles problématiques de gest...
The big data era brought us new data processing and data management challenges to face. Existing sta...
Analysts are faced with mountains of data, and finding that relevant piece of information is the pro...
Social scientists have used agent-based models (ABMs) to explore the interaction and feedbacks among...
Explores the potential of a dynamic data analysis approach to study user behavior in social networks...
To facilitate the analysis of real and simulated data on groups, organizations and societies, tools ...
The research work presented in this thesis concerns the development of unsupervised learning approac...
International audienceWe address here two major challenges presented by dynamic data mining: 1) the ...
Dealing with large amounts of data or data flows, it can be convenient or necessary to process them ...
The present proposal deals with high-dimensional binary data collected in different occasions in tim...
This thesis tackles the veracity and variety challenges of big data, especially focusing on graphs ...
Univerty of Minnesota Ph.D. dissertation. May 2014. Major: Computer Science. Advisor: Vipin Kumar C...
For the past two decades, electronic devices have revolutionized the traceability of social phenomen...
Thesis (Ph.D.)--University of Washington, 2015Relation extraction, the task of extracting facts from...
Understanding data is the main purpose of data science and how to achieve it is one of the challenge...
L'ère des grandes masses de données (big data) nous a mis face à de nouvelles problématiques de gest...
The big data era brought us new data processing and data management challenges to face. Existing sta...
Analysts are faced with mountains of data, and finding that relevant piece of information is the pro...
Social scientists have used agent-based models (ABMs) to explore the interaction and feedbacks among...
Explores the potential of a dynamic data analysis approach to study user behavior in social networks...
To facilitate the analysis of real and simulated data on groups, organizations and societies, tools ...
The research work presented in this thesis concerns the development of unsupervised learning approac...
International audienceWe address here two major challenges presented by dynamic data mining: 1) the ...
Dealing with large amounts of data or data flows, it can be convenient or necessary to process them ...
The present proposal deals with high-dimensional binary data collected in different occasions in tim...
This thesis tackles the veracity and variety challenges of big data, especially focusing on graphs ...
Univerty of Minnesota Ph.D. dissertation. May 2014. Major: Computer Science. Advisor: Vipin Kumar C...
For the past two decades, electronic devices have revolutionized the traceability of social phenomen...
Thesis (Ph.D.)--University of Washington, 2015Relation extraction, the task of extracting facts from...