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Big Data Analytics for Large-scale Wireless Networks

Hong-Ning Dai, Raymond Chi-Wing Wong, Hao Wang, Zibin Zheng, Athanasios V. Vasilakos
2019 ACM Computing Surveys  
The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large scale wireless networks.  ...  Big data of large scale wireless networks has the key features of wide variety, high volume, real-time velocity and huge value leading to the unique research challenges that are different from existing  ...  ACKNOWLEDGEMENT The work described in this paper was partially supported by Macao Science and Technology Development Fund under Grant No. 0026/2018/A1. The authors would like to thank Gordon K.-T.  ... 
doi:10.1145/3337065 fatcat:vjjoymozrzb6pkchdp36dh6lze

Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies

Hong-Ning Dai, Hao Wang, Guangquan Xu, Jiafu Wan, Muhammad Imran
2019 Enterprise Information Systems  
This paper provides an overview on big data analytics in manufacturing Internet of Things (MIoT).  ...  This paper first starts with a discussion on necessities and challenges of big data analytics in manufacturing data of MIoT.  ...  In [70] , a Bayesian network based approach was proposed to predict the customer purchase behaviour.  ... 
doi:10.1080/17517575.2019.1633689 fatcat:75muhzfrdnecdjwp75stikhxwu

Applied machine learning and management of volatility, uncertainty, complexity & ambiguity (V.U.C.A)

Srikanta Patnaik
2020 Journal of Intelligent & Fuzzy Systems  
They have also used Bayesian probabilistic network and K-nearest neighbour method to predict the traffic.  ...  The next paper entitled, "Research and Analysis of Intelligent English Learning System Based on Improved Neural Network" by Meng Yin, proposed an intelligent English learning system based on improved neural  ...  the impact on purchasing behaviour of consumers.  ... 
doi:10.3233/jifs-179915 fatcat:njwjogoperg2jggdkyheiibbhi

A Modified Decomposed Theory of Planned Behaviour Model to Analyze User Intention towards Distance-Based Electronic Toll Collection Services

Chi-Chung Tao, Chieh-Chih Fan
2017 Promet (Zagreb)  
measurement model; (2) analysis of structural model; (3) prediction of the probability of user intention change based on rigorous framework of SEM.  ...  The results confirm that the satisfaction and trust have positive effects on the behaviour intention, also validating that five constructs have indirect effects on the behaviour intention through attitude  ...  Since Bayesian network is a powerful tool for scenario analysis and prediction, this study uses SEM to establish the base path network by theoretical literature, and carries on the construct prediction  ... 
doi:10.7307/ptt.v29i1.2076 fatcat:77q572gdvbgnxombaazh74jmz4

Risk Assessment of Public Safety and Security Mobile Service

Matti J. Peltola, Pekka Kekolahti
2015 2015 10th International Conference on Availability, Reliability and Security  
and cluster behaviour analysis from mobile data ••• (Zheng and Ni, 2012) China X Purchase behaviour analysis based on RFID data •○○ (Zuo and Yada, 2013) Japan X Predicting of 5G service  ...  Consumer behaviour and mobile service usage behaviour Analysis of consumer behaviour and mobile service usage behaviour are the core methods and are based on both predictive and explanatory modelling approaches  ... 
doi:10.1109/ares.2015.65 dblp:conf/IEEEares/PeltolaK15 fatcat:iqzzjbyqrzbmfanhry2rj742pi

Fake BTS Attacks of GSM System on Software Radio Platform

Yubo Song, Kan Zhou, Xi Chen
2012 Journal of Networks  
During the APANC process, the authors firstly use the "Affinity Propagation" (AP) to preliminarily group the original data in order to reduce the data-scale, and then they further group the result of AP  ...  The first paper, "Extensive Design for Attack's Recognition and Resistance of Survivable Network" by Hui Xu and Xiang Gu, gives a solution of attack defense of survivable network based on extentics.  ...  They found that comments and recommendation system improved consumers' confidence in their purchase decisions, increased the quality of the set of products the consumers considered purchasing, and improved  ... 
doi:10.4304/jnw.7.2.275-281 fatcat:3ejjimllcvewjeifopbvhl3zmi

Consumer Interest Tracking and Data Acquisition System

Rahul G, Vaseem Khan.B
2016 International Journal Of Engineering And Computer Science  
Based on the information collected we determine the interest of consumer, which in turn help the company to manufacture better products, take smarter decisions and ensure a safer future for the enterprise  ...  In our project, with the help of wireless communication & ubiquitous sensors such as RFID and proper GUI, we are developing a consumer interest tracking device which is capable of gathering valuable information  ...  The model is estimated on credit card data using Bayesian estimation. Sagar S.  ... 
doi:10.18535/ijecs/v5i6.04 fatcat:vidk2gc2mnhzrkkr63ohnjucn4

On the Relevance of Using OpenWireless Sensor Networks in Environment Monitoring

Antoine Bagula, Gordon Inggs, Simon Scott, Marco Zennaro
2009 Sensors  
We propose a new prototype wireless sensor network that finetunes SquidBee motes to improve the life-time and sensing performance of an environment monitoring system that measures temperature, humidity  ...  The experimental results reveal the relevance of using the Open Hardware and Software motes when setting up outdoor wireless sensor networks.  ...  and electronic components used in the WSN propotype.  ... 
doi:10.3390/s90604845 pmid:22408557 pmcid:PMC3291942 fatcat:ywmduqduwfct7pnbq6bh3ixazy

Research streams on digital transformation from a holistic business perspective: a systematic literature review and citation network analysis

J. Piet Hausberg, Kirsten Liere-Netheler, Sven Packmohr, Stefanie Pakura, Kristin Vogelsang
2019 Zeitschrift für Betriebswirtschaft  
Scholars investigate the antecedents, contingencies, and consequences of these disruptive technologies by examining the use of single technologies or of digitization, in general.  ...  Yet, research on DT still lacks in the areas of accounting, human resource management, and sustainability.  ...  , and (3) new ways of value generation based on digital innovations or gained digital data.  ... 
doi:10.1007/s11573-019-00956-z fatcat:o4d3skl62bacvouw7orbbnkyoq

The Challenges and Issues Facing the Deployment of RFID Technology [chapter]

Peter Darcy, Prapassara Pupunwiwat, Bela Stantic
2011 Deploying RFID - Challenges, Solutions, and Open Issues  
Active tags rely solely on a battery for its power source resulting in the maximum integrity rate and reading range but, also, a limited lifespan and higher cost.  ...  Due to its lack of a battery, passive tags are the most cost effective and theoretically have an unlimited lifespan.  ...  Bayesian Networks have also been implemented in several studies to infer high level behaviour from the raw readings.  ... 
doi:10.5772/16986 fatcat:u2xdqdqztre2ti5ykoaimpn7jm

Computer and Information Science, Vol. 1, No. 2, May 2008, all in one file

Editor CIS
2008 Computer and Information Science  
as VASDE) for manually disabled programmers for whom the use of a keyboard and/or mouse is problematic.  ...  This suggests that, while a voice-activated expression editor based on VEE might not be attractive to the general population of programmers, it might very nicely fit into a voice-activated editor (such  ...  This local information may include storage availability and the risk of accepting the data bundle based on previous experience, which may have had adverse effects on the network resulting in loss of data  ... 
doi:10.5539/cis.v1n2p0 fatcat:plvvknmc2jel3m3tzfz7bs2mdu

Table of Contents

2019 2019 International Conference on Advancements in Computing (ICAC)  
To make this vehicle security system an affordable solution to the vehicle owners, a single lowcost RFID reader is used, and an anti-collision mechanism is built based on TDM and signal relaying, as a  ...  Abstract-The Android operating system is one of the most used operating systems in the world and has become a target to malware authors.  ... 
doi:10.1109/icac49085.2019.9129879 fatcat:gm5mw7qn5ncoxjr6klcl3x4uju

Transactions on Maritime Science (ToMS) - Volume 5, 2016

:None, Universitätsbibliothek Braunschweig
2016 Transactions on Maritime Science  
Danielis, R. and Rotaris, L., (1999), An Analysis of Freight Transport Demand Using Stated Preference Data: a Survey and a Research Project for the Friuli-Venezia Giulia Region, Transporti Europei, 1999  ...  Acknowledgments Technical help, critical reviews of the manuscript and financial or other sponsorship may be acknowledged.  ...  We also want to overcome the above mentioned problems with a new freight demand forecasting framework based on Bayesian Networks and using European official and available data.  ... 
doi:10.24355/dbbs.084-201604250740-0 fatcat:dahx3eb325g2rah6gx67ikwdue

Retail Out-of-stocks in the Context of Centralized and Direct Delivery

Nikola Milićević, Aleksandar Grubor, Nenad Đokić, Goran Avlijaš
2018 Promet (Zagreb)  
Starting from these problems, by using the data of a large Serbian retailer, this paper analyses out-of-stocks in the context of two alternative delivery systems, centralized and direct.  ...  The results have shown that delivery system has a significant impact on the probability of a stock-out, indicating potential problems in the centralized system.  ...  Furthermore, the whole delivery process relies on close cooperation between Tesco and its suppliers, based on the constant exchange of POS data through "Tesco Information Exchange" platform.  ... 
doi:10.7307/ptt.v30i1.2466 fatcat:uned42ujzzdmbih3mvqjgjtvgi

Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models

Alain Bartels, Edward Cripps, Adrian Keating, Ian Milne, Ben Travaglione, Melinda Hodkiewicz
2020 CivilEng  
Asset integrity and predictive maintenance models require field data for an accurate assessment of an asset's condition.  ...  Firstly, we use an interdisciplinary approach drawing on electronics, process control, statistics, machine learning, and asset management fields to describe the emerging field of permanently installed  ...  Acknowledgments: The authors would like to thank the BHP Fellowship for Engineering for Remote Operations for support in the preparation of this paper.  ... 
doi:10.3390/civileng1020007 fatcat:rqka6g4b35gwdglsrqwfqxsb3e
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