Reality mining and predictive analytics for building smart applications
نویسندگان
چکیده
منابع مشابه
Predictive analytics and data mining
2 Predictive analytics in general 9 2.1 Supervised learning . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.2 Data cleaning and recoding . . . . . . . . . . . . . . . . . . . . . . 10 2.3 Linear regression . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2.4 Interpreting coefficients of a linear model . . . . . . . . . . . . . . 13 2.5 Evaluating performance . . . . . . . . . . ...
متن کاملData Analytics for Smart Parking Applications
We consider real-life smart parking systems where parking lot occupancy data are collected from field sensor devices and sent to backend servers for further processing and usage for applications. Our objective is to make these data useful to end users, such as parking managers, and, ultimately, to citizens. To this end, we concoct and validate an automated classification algorithm having two ob...
متن کاملSupporting Smart Interactions with Predictive Analytics
Predictive analytics, which has grown out of Business Intelligence (BI), employs knowledge discovery on existing data to predict or recommend future actions. It differs from BI in that BI focuses on past performance and the discovery of trends while predictive analytics forecasts behaviour and results in order to guide specific decisions. Predictive analytics is used to analyze large amounts of...
متن کاملA predictive analytics toolbox for medical applications
Ever more frequently business enterprises are benefiting from the collection and analysis of large data. This paper reports on a work in progress of adapting intelligence, predictive analyt-ics tools for analysis of medical data. While large data has been used in medical research, only recently has this become a trend for hospital management. A suite of tools originally developed for military i...
متن کاملReinforcement Learning for Predictive Analytics in Smart Cities
The digitization of our lives cause a shift in the data production as well as in the required data management. Numerous nodes are capable of producing huge volumes of data in our everyday activities. Sensors, personal smart devices as well as the Internet of Things (IoT) paradigm lead to a vast infrastructure that covers all the aspects of activities in modern societies. In the most of the case...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Big Data
سال: 2019
ISSN: 2196-1115
DOI: 10.1186/s40537-019-0227-y