Atia Javaid

Atia Javaid
COMSATS University Islamabad | CUI · Department of Computer Sciences

About

16
Publications
10,864
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271
Citations
Introduction

Publications

Publications (16)
Article
Full-text available
In this paper, Internet of Things (IoTs) devices are used for sensing the data through which the device owners earn revenue. Interested users can purchase data from IoT device owners, according to their demands. However, users are not confident about the quality of data they are purchasing. Moreover , the users do not rely on the device owner and a...
Article
Full-text available
The International Energy Agency has projected that the total energy demand for electricity in sub-Saharan Africa (SSA) is expected to rise by an average of 4% per year up to 2040. It implies that ~620 million people are living without electricity in SSA. Going with the 2030 vision of the United Nations that electricity should be accessible to all,...
Chapter
Full-text available
In Smart Grid, electricity demand and price forecasting literature has focused on Industrial, Buildings, and Residential sector demand, but this paper focuses on short term electricity demand and price forecasting for residential customer. Here we take smart meter data of hourly based from a smart home. First standardize and selected important feat...
Chapter
Internet of Things (IoT) is growing exponentially and bringing revolution in today’s modern society. IoT based smart devices are source of convenience to human life and producing huge amount of data on daily basis. This data is useful for consumers like industries, marketplaces, and researchers to extract valuable and functional data from raw data...
Chapter
Full-text available
The growing number of Renewable Energy Sources (RES) in the energy system provides new market approaches according to price and decentralized generation of electricity. Local market, in which consumers and prosumers can trade locally by generation of electricity through RES directly within their community. This approach creates a balance between ge...
Chapter
Wireless Sensor Network (WSN) is a network of nodes connected through a wireless channel. The sensor nodes in the network are resource constrained in terms of energy, storage and computational power. Node failure is a common phenomenon, which occurs due to environmental factors, adversary attacks, draining of battery power, etc. After node failure,...
Chapter
Crowd Sensing Network (CSN) uses sensor embedded mobile phones for the collection of data for some specific task which can effectively save cost and time. The quality of collected data depends on the participation level from all entities of CSN, i.e., service provider, service consumers and data collectors. In comparison with the centralized tradit...
Chapter
The Internet of Things (IoT) industry is growing very fast to transform factories, homes and farms to make them automatic and efficient. In the past, IoT is applied in different resilient scenarios and applications. IoT faces a lot of challenges due to the lack of computational power, battery and storage resources. Fortunately, the rise of blockcha...
Thesis
Full-text available
Decision fusion is used to fuse classification results and improve the classification accuracy in order to reduce the consumption of energy and bandwidth demand for data transmission. Decentralized classification fusion problem was the reason to use belief function based decision fusion approach in Wireless Sensor Networks (WSNs). With the consider...
Conference Paper
Full-text available
Internet of Things (IoT) is growing exponentially and bringing revolution in today's modern society. IoT based smart devices are source of convenience to human life and producing huge amount of data on daily basis. This data is useful for consumers like industries, marketplaces, and researchers to extract valuable and functional data from raw data...
Conference Paper
Full-text available
The Internet of Things (IoT) industry is growing very fast to transform factories, homes, farms and practically everything else to make them efficient and intelligent. IoT faces lots of challenges due to the lack of computational power, battery and storage. Fortunately, the rise of blockchain technology facilitates IoT in many security solutions. U...
Conference Paper
Full-text available
Crowd Sensing Network (CSN) uses sensor embedded mobile phones for the collection of data for some specific task which can effectively save cost and time. The quality of collected data depends on the participation level from all entities of CSN, i.e., service provider, service consumers and data collectors. In comparison with the centralized tradit...
Conference Paper
Full-text available
The growing number of Renewable Energy Sources (RES) in the energy system provides new market approaches according to price and decentralized generation of electricity. Local markets, on which consumers and prosumers can trade locally with each other by produced renewable generation directly within their community. This approach creates a balance b...
Conference Paper
Full-text available
Wireless Sensor Network (WSN) is a network of nodes connected through a wireless channel. The sensor nodes in the network are resource-constrained in terms of energy, storage and computational power. Node failure is a common phenomenon , which occurs due to environmental factors, adversary attacks, draining of battery power, etc. After node failure...
Article
Full-text available
Decision fusion is used to fuse classification results and improve the classification accuracy in order to reduce the consumption of energy and bandwidth demand for data transmission. The decentralized classification fusion problem was the reason to use the belief function-based decision fusion approach in Wireless Sensor Networks (WSNs). With the...
Article
Full-text available
Short-Term Electricity Load Forecasting (STELF) through Data Analytics (DA) is an emerging and active research area. Forecasting about electricity load and price provides future trends and patterns of consumption. There is a loss in generation and use of electricity. So, multiple strategies are used to solve the aforementioned problems. Day-ahead e...

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