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16+ results
Field: Mobile Crowdsensing and Crowdsourcing

Comparative Survey of Indoor Positioning Technologies, Techniques, and Algorithms

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Mai Al-Ammar, Suheer Al-Hadhrami, AbdulMalik S. Al‐Salman, Abdulrahman Alarifi et al.

Year: 2014
Citations: 163

The user location information represents a core dimension as understanding user context is a prerequisite for providing human-centered services that generally improve quality of life. In comparison with outdoor environments, sensing location information in indoor environments requires a higher preci...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Challenges, Applications and Design Aspects of Federated Learning: A Survey

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K. M. Jawadur Rahman, Faisal Ahmed, Nazma Akhter, Mohammad Al Hasan et al.

Journal: IEEE AccessYear: 2021Citations: 139

Federated Learning (FL) is a new technology that has been a hot research topic. It enables training an algorithm across multiple decentralized edge devices or servers holding local data samples, without exchanging them. There are many application domains where large amounts of properly labeled and c...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Mining duplicate questions in stack overflow

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Muhammad Ahasanuzzaman, Muhammad Asaduzzaman, Chanchal K. Roy, Kevin A. Schneider

Year: 2016Citations: 123

Stack Overflow is a popular question answering site that is focused on programming problems. Despite efforts to prevent asking questions that have already been answered, the site contains duplicate questions. This may cause developers to unnecessarily wait for a question to be answered when it has a...

Physical SciencesComputer ScienceInformation Systems
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Fairness and privacy preserving in federated learning: A survey

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Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong‐Kyu Chae

Journal: Information FusionYear: 2023Citations: 99
Physical SciencesComputer ScienceArtificial Intelligence
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A Comprehensive Review of Green Computing: Past, Present, and Future Research

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Showmick Guha Paul, Arpa Saha, Mohammad Shamsul Arefin, Touhid Bhuiyan et al.

Journal: IEEE AccessYear: 2023Citations: 79

Green computing, also called sustainable computing, is the process of developing and optimizing computer chips, systems, networks, and software in such a manner that can maximize efficiency by utilizing energy more efficiently and minimizing the negative environmental influence on the surrounding. T...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models

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Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan et al.

Journal: 2021 IEEE International Conference on Big Data (Big Data)Year: 2021Citations: 75

Federated learning (FL) is a promising way to use the computing power of mobile devices while maintaining the privacy of users. Current work in FL, however, makes the unrealistic assumption that the users have ground-truth labels on their devices, while also assuming that the server has neither data...

Physical SciencesComputer ScienceArtificial Intelligence
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Social-Aware UAV-Assisted Mobile Crowd Sensing in Stochastic and Dynamic Environments for Disaster Relief Networks

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Bowen Wang, Yanjing Sun, Dianxiong Liu, Hien M. Nguyen et al.

Journal: IEEE Transactions on Vehicular TechnologyYear: 2019Citations: 69

In this paper, we consider a social-aware unmanned aerial vehicle (UAV) assisted mobile crowd sensing (MCS) system for disaster relief networks, and investigate how to recruit suitable UAVs to perform sensing tasks in stochastic and dynamic environments (both UAVs and tasks arrive stochastically). W...

Physical SciencesComputer ScienceComputer Science Applications
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Learning to fix

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Syed Ishtiaque Ahmed, Steven J. Jackson, Md. Rashidujjaman Rifat

Year: 2015Citations: 64

Practices of technology repair in developing country contexts play crucial and often overlooked roles in supporting ICTD goals of access and sustainability. They also constitute complex and neglected sites of technical skill, knowledge, and learning. Building on original ethnographic fieldwork, this...

Physical SciencesComputer ScienceInformation Systems
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Precision Telemedicine through Crowdsourced Machine Learning: Testing Variability of Crowd Workers for Video-Based Autism Feature Recognition

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Peter Washington, Émilie Leblanc, Kaitlyn Dunlap, Yordan Penev et al.

Journal: Journal of Personalized MedicineYear: 2020Citations: 58

Mobilized telemedicine is becoming a key, and even necessary, facet of both precision health and precision medicine. In this study, we evaluate the capability and potential of a crowd of virtual workers—defined as vetted members of popular crowdsourcing platforms—to aid in the task of diagnosing aut...

Life SciencesNeuroscienceCognitive NeuroscienceOpen Access
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The Breaking Hand

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Mohammad Rashidujjaman Rifat, Hasan Mahmud Prottoy, Syed Ishtiaque Ahmed

Year: 2019Citations: 53

While repair work has recently been getting increasing attention in HCI, recycling practices have still remained relatively understudied, especially in the context of the Global South. To this end, building on our eight-month-long ethnography, this paper reports the electronic waste (`e-waste', henc...

Physical SciencesEnvironmental ScienceIndustrial and Manufacturing Engineering
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Optimal Selection of Crowdsourcing Workers Balancing Their Utilities and Platform Profit

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Sujan Sarker, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Ahmad Almogren et al.

Journal: IEEE Internet of Things JournalYear: 2019Citations: 50

In a mobile crowdsourcing system (MCS), a platform outsources sensing tasks to numerous mobile worker devices. The collected data are analyzed and the processed information is shared among many other interested users. The platform pays the workers for the sensing data and earns money from the users ...

Physical SciencesComputer ScienceComputer Science Applications
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Generating Ideas on Online Platforms: A Case Study of “My Starbucks Idea”

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Mokter Hossain, K.M. Zahidul Islam

Journal: Arab Economic and Business JournalYear: 2015Citations: 49

The objective of this study is to explore the factors that are keys for an idea to be implemented on an online crowdsourcing platform. A data set of 320 implemented ideas from My Starbucks Idea – an online crowdsourcing platform – has been analyzed. We find that only one out of 500 users’ submitted ...

Physical SciencesComputer ScienceComputer Science ApplicationsOpen Access
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SafeStreet

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Mohammed Eunus Ali, Shabnam Basera Rishta, Lazima Ansari, Tanzima Hashem et al.

Year: 2015Citations: 46

Sexual harassment of women in public places (e.g., foot-paths, buses, and shopping malls) of major cities in developing countries is a growing concern. These harassments can happen in various forms ranging from commenting, catcalling, and staring to touching and groping, to attacking and raping. Tho...

Physical SciencesComputer ScienceInformation Systems
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Privacy in Repair

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Syed Ishtiaque Ahmed, Shion Guha, Md. Rashidujjaman Rifat, Faysal Hossain Shezan et al.

Year: 2016Citations: 41

This paper presents an analysis of the privacy issues associated with the practice of repairing broken digital objects in Bangladesh. Historically, research in Human-Computer Interaction (HCI), Information and Communication Technologies for Development (ICTD), and related disciplines has focused on ...

Social SciencesSociology and Political SciencePrivacy, Security, and Data Protection
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Real time detection of speed breakers and warning system for on-road drivers

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Mahbuba Afrin, Redowan Mahmud, Md. Abdur Razzaque

Year: 2015Citations: 41

The excessive use of speed breakers on national highways distracts vehicle drivers. In addition to that, drivers often can't recognize the appearance of unmarked speed breakers and loose control of the vehicle, causing serious accidents and loss of lives. In the literature, there exist a few methods...

Physical SciencesComputer ScienceComputer Science Applications
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