Using Data Mining To Assess Environmental Impacts of Household Consumption Behaviors

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Identifying Factors Affecting Household Energy Consumption Using Data Mining Methods

Due to increasing population and decreasing energy sources, this research studies the consumption of domestic energy. The purpose of this study is to predict the factors affecting household energy consumption. To do this, we use 3 algorithms, M5Rules, K-nearest neighbor and random forest, available in Weka software. In this study, the feature correlation algorithm is used to select the most imp...

متن کامل

Using Data Mining to Assess Software Reliability

The paper investigates the applicability of data mining in software reliability assessment and maintenance. The proposed methodology comprises three steps. First the input models are defined by selecting parts of the source code, such as functions, routines and variables, to populate a database. Then Clustering is applied to identify sub-sets of source code that are grouped together according t...

متن کامل

Data mining for household water consumption analysis using self- organizing maps

Household water consumption is a part of the human related water cycle that can get into the core of water resources management. Analysis of water consumption data can reveal great potentials of individualized water services planning. Data mining is the process of identifying and extracting potentially useful information from data sets. Self-Organizing Maps (SOMs) is a data mining technique tha...

متن کامل

Using satellite remote sensing and household survey data to assess human health and nutrition response to environmental change

Climate change and degradation of ecosystem services functioning may threaten the ability of current agricultural systems to keep up with demand for adequate and inexpensive food and for clean water, waste disposal and other broader ecosystem services. Human health is likely to be affected by changes occurring across multiple geographic and time scales. Impacts range from increasing transmissib...

متن کامل

Household Electricity Consumption Data Cleansing

Load curve data in power systems refers to users’ electrical energy consumption data periodically collected with meters. It has become one of the most important assets for modern power systems. Many operational decisions are made based on the information discovered in the data. Load curve data, however, usually suffers from corruptions caused by various factors, such as data transmission errors...

متن کامل

ذخیره 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: Environmental Science & Technology

سال: 2018

ISSN: 0013-936X,1520-5851

DOI: 10.1021/acs.est.8b01452