Search Results - "Morshed, Ahsan"

Internet of Things Platform for Smart Farming: Experiences and Lessons Learnt by Jayaraman, Prem Prakash, Yavari, Ali, Georgakopoulos, Dimitrios, Morshed, Ahsan, Zaslavsky, Arkady

“…Improving farm productivity is essential for increasing farm profitability and meeting the rapidly growing demand for food that is fuelled by rapid population…”
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Big data analytics in healthcare A systematic literature review and roadmap for practical implementation by Imran, Sohail, Mahmood, Tariq, Morshed, Ahsan, Sellis, Timos

“…The advent of healthcare information management systems ( HIMSs ) continues to produce large volumes of healthcare data for patient care and compliance and…”
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Big data analytics in telecommunications: literature review and architecture recommendations by Zahid, Hira, Mahmood, Tariq, Morshed, Ahsan, Sellis, Timos

“…This paper focuses on facilitating state-of-the-art applications of big data analytics &#x0028 BDA &#x0029 architectures and infrastructures to…”
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Weed Detection Using Deep Learning: A Systematic Literature Review by Murad, Nafeesa Yousuf, Mahmood, Tariq, Forkan, Abdur Rahim Mohammad, Morshed, Ahsan, Jayaraman, Prem Prakash, Siddiqui, Muhammad Shoaib

“…Weeds are one of the most harmful agricultural pests that have a significant impact on crops. Weeds are responsible for higher production costs due to crop…”
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Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm by Islam, Nahina, Rashid, Md Mamunur, Wibowo, Santoso, Xu, Cheng-Yuan, Morshed, Ahsan, Wasimi, Saleh A., Moore, Steven, Rahman, Sk Mostafizur

“…This paper explores the potential of machine learning algorithms for weed and crop classification from UAV images. The identification of weeds in crops is a…”
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A Nudge-Inspired AI-Driven Health Platform for Self-Management of Diabetes by Joachim, Shane, Forkan, Abdur Rahim Mohammad, Jayaraman, Prem Prakash, Morshed, Ahsan, Wickramasinghe, Nilmini

“…Diabetes mellitus is a serious chronic disease that affects the blood sugar levels in individuals, with current predictions estimating that nearly 578 million…”
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Toward Transparent AI for Neurological Disorders: A Feature Extraction and Relevance Analysis Framework by Woodbright, Mitchell D., Morshed, Ahsan, Browne, Matthew, Ray, Biplob, Moore, Steven

“…The lack of interpretability and transparency in deep learning architectures has raised concerns among professionals in various industries and academia. One of…”
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Simulation Approaches Used for Management and Decision Making in the Beef Production Sector: A Systematic Review by Awasthi, Tek Raj, Morshed, Ahsan, Williams, Thomas, Swain, Dave L

“…Simulation models are used in various areas of agriculture to better understand the system and assist in decision making. In the beef production sector, a…”
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Performance Evaluation of South Esk Hydrological Sensor Web: Unsupervised Machine Learning and Semantic Linked Data Approach by Dutta, Ritaban, Morshed, Ahsan

“…Technological progress has lead the sensor network domain to an era where environmental and agricultural domain applications are completely dependent on…”
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Design and Implementation of the ZH/EN Bilingual Retrieval System Based on the CAT/AGROVOC Mapping by SUN, Wei, ZHANG, Xue-fu, Morshed, Ahsan, Johannsen, Gudrun, Keizer, Johannes, Jaques, Yves, Anibald, Stefano, LI, Nan, LIU, Jia-yi

“…For the users＇ convenience of accessing the AGRIS resources quickly and using them fully, the paper decomposes the structure of AGRIS Search net, analyzes the…”
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Healthcare 4.0: A review of frontiers in digital health by Jayaraman, Prem Prakash, Forkan, Abdur Rahim Mohammad, Morshed, Ahsan, Haghighi, Pari Delir, Kang, Yong‐Bin

“…Healthcare 4.0 is a term that has emerged recently and derived from Industry 4.0. Today, the health care sector is more digital than in past decades; for…”
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Development of an intelligent environmental knowledge system for sustainable agricultural decision support by Dutta, Ritaban, Morshed, Ahsan, Aryal, Jagannath, D'Este, Claire, Das, Aruneema

“…The purpose of this research was to develop a knowledge recommendation architecture based on unsupervised machine learning and unified resource description…”
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Big data analytics in healthcare &#x2212 A systematic literature review and roadmap for practical implementation by Imran, Sohail, Mahmood, Tariq, Morshed, Ahsan, Sellis, Timos

“…The advent of healthcare information management systems &#x0028 HIMSs &#x0029 continues to produce large volumes of healthcare data for patient care and…”
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An investigation of cow feeding behavior using motion sensors by Bishop-Hurley, Greg, Henry, Dave, Smith, Daniel, Dutta, Ritaban, Hills, James, Rawnsley, Richard, Hellicar, Andrew, Timms, Greg, Morshed, Ahsan, Rahman, Ashfaqur, D'Este, Claire, Shu Yanfeng

“…An experiment to study the impact of supplements upon the feeding behavior of dairy cattle was conducted at the Tasmanian Institute of Agriculture (TIA) Dairy…”
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An Industrial IoT Solution for Evaluating Workers' Performance Via Activity Recognition by Forkan, Abdur Rahim Mohammad, Montori, Federico, Georgakopoulos, Dimitrios, Jayaraman, Prem Prakash, Yavari, Ali, Morshed, Ahsan

“…The Industrial Internet of Things (IIoT) is a key pillar of the Fourth Industrial Evolution or Industry 4.0. It aims to achieve direct information exchange…”
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AqVision: A Tool for Air Quality Data Visualisation and Pollution-Free Route Tracking for Smart City by Forkan, Abdur Rahim Mohammad, Kimm, Geoff, Morshed, Ahsan, Jayaraman, Prem Prakash, Banerjee, Abhik, Huang, Weidong

“…Air quality is an important factor in planning activities in our everyday life. The information presented though captured data using Internet of Things (IoT)…”
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A solution for annotating sensor data streams - An industrial use case in building management system by Madithiyagasthenna, Dumindu, Jayaraman, Prem Prakash, Morshed, Ahsan, Forkan, Abdur Rahim Mohammad, Georgakopoulos, Dimitrios, Kang, Yong-Bin, Piechowski, Mirek

“…Smart buildings equipped with various building management systems and digital control systems produce enormous amounts of sensor data that can be used to…”
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Sens-e-Motion: Capturing and Visualising Emotional Status of Computer Users in Real Time by Huang, Weidong, Jayaraman, Prem Prakash, Morshed, Ahsan, Blackburn, Shaun, Redpath, Cameron, Guerney, Thomas, Shahid, Ahmed Hussnain, Mui, Rachel

“…Emotion has been demonstrated to play an important role in the learning process. The capturing of these emotions is increasingly being digitally automated as…”
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Weed Classification for Smart farming in Field Crops: A Machine Learning Evaluation by Murad, Nafeesa Yousuf, Mahmood, Tariq, Morshed, Ahsan

“…For any domain, the application of Machine Learning (ML) remains a complicated process that requires experimentation with multiple techniques to find the…”
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A comparative study of machine learning methods: A case study of weight and growth of livestock by Awasthi, Tek Raj, Morshed, Ahsan, Swain, Dave

“…The observation of daily weights and growth patterns of animals is important to detect the health and nutritional status of animals. The research investigated…”
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