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61+ results
Field: Data science

Barriers to big data analytics in manufacturing supply chains: A case study from Bangladesh

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Md. Abdul Moktadir, Syed Mithun Ali, Sanjoy Kumar Paul, Nagesh Shukla

Journal: Computers & Industrial EngineeringYear: 2018
Citations: 193

Recently, big data (BD) has attracted researchers and practitioners due to its potential usefulness in decision-making processes. Big data analytics (BDA) is becoming increasingly popular among manufacturing companies as it helps gain insights and make decisions based on BD. However, there many barr...

Social SciencesBusiness, Management and AccountingManagement Information SystemsOpen Access
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Scope of machine learning in materials research—A review

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Md Hosne Mobarak, Mariam Akter Mimona, Md. Aminul Islam, Nayem Hossain et al.

Journal: Applied Surface Science AdvancesYear: 2023Citations: 192

This comprehensive review investigates the multifaceted applications of machine learning in materials research across six key dimensions, redefining the field's boundaries. It explains various knowledge acquisition mechanisms starting with supervised, unsupervised, reinforcement, and deep learning t...

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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Big data analytics and artificial intelligence technologies based collaborative platform empowering absorptive capacity in health care supply chain: An empirical study

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Surajit Bag, Pavitra Dhamija, Rajesh Kumar Singh, Muhammad Sabbir Rahman et al.

Journal: Journal of Business ResearchYear: 2022Citations: 192
Social SciencesBusiness, Management and AccountingMarketing
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Social benefits of urban green space

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Xiaolu Zhou, Masud Rana

Journal: Management of Environmental Quality An International JournalYear: 2012Citations: 180

Purpose The purpose of this paper is to review the topic “urban green space” focusing on its social benefits and measure techniques in terms of monetary value and accessibility. It suggests potential research direction by using an integrated valuation and measurement framework, and concludes that ur...

Physical SciencesEnvironmental ScienceHealth, Toxicology and Mutagenesis
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Machine learning and deep learning-based approach in smart healthcare: Recent advances, applications, challenges and opportunities

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Anichur Rahman, Tanoy Debnath, Dipanjali Kundu, Md. Saikat Islam Khan et al.

Journal: AIMS Public HealthYear: 2024Citations: 179

In recent years, machine learning (ML) and deep learning (DL) have been the leading approaches to solving various challenges, such as disease predictions, drug discovery, medical image analysis, etc., in intelligent healthcare applications. Further, given the current progress in the fields of ML and...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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Blockchain Application in Healthcare Systems: A Review

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Pranto Kumar Ghosh, Arindom Chakraborty, Mehedi Hasan, K. Rashid et al.

Journal: SystemsYear: 2023Citations: 178

In the recent years, blockchain technology has gained significant attention in the healthcare sector. It has the potential to alleviate a wide variety of major difficulties in electronic health record systems. This study presents an elaborate overview of the existing research works on blockchain app...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?

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Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder

Journal: IEEE Transactions on Artificial IntelligenceYear: 2023Citations: 173

Artificial intelligence (AI) models are increasingly finding applications in the field of medicine. Concerns have been raised about the explainability of the decisions that are made by these AI models. In this article, we give a systematic analysis of explainable artificial intelligence (XAI), with ...

Health SciencesMedicineHealth InformaticsOpen Access
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A survey of consensus algorithms in public blockchain systems for crypto-currencies

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Md Sadek Ferdous, Mohammad Jabed Morshed Chowdhury, Mohammad A. Hoque

Journal: Journal of Network and Computer ApplicationsYear: 2021Citations: 172

In recent years, crypto-currencies (a form of decentralised digital currencies) have been quite popular as an alternative form of payments. They are underpinned by a breakthrough technology called Blockchain which extensively use a number of cryptographic mechanisms and other advanced techniques fro...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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Initial recommendations for performing, benchmarking and reporting single-cell proteomics experiments

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Laurent Gatto, Ruedi Aebersold, Jüergen Cox, Vadim Demichev et al.

Journal: Nature MethodsYear: 2023Citations: 169

A community of researchers working in the emerging field of single-cell proteomics propose best-practice experimental and computational recommendations and reporting guidelines for studies analyzing proteins from single cells by mass spectrometry. Analyzing proteins from single cells by tandem mass ...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions

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Iqbal H. Sarker

Journal: Preprints.orgYear: 2021Citations: 168

Deep learning (DL), a branch of machine learning (ML) and artificial intelligence (AI) is nowadays considered as a core technology of today's Fourth Industrial Revolution (4IR or Industry 4.0). Due to its learning capabilities from data, DL technology originated from artificial neural network (ANN),...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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The role of capabilities in shaping sustainable supply chain flexibility and enhancing circular economy-target performance: an empirical study

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Surajit Bag, Muhammad Sabbir Rahman

Journal: Supply Chain Management An International JournalYear: 2021Citations: 167

Purpose A circular economy is a popular approach considered by many firms to address sustainable development goals strategically. Literature indicates that collaborative relationships among supply chain partners facilitate circular economy practices. However, there is a dearth of studies in lower-mi...

Social SciencesBusiness, Management and AccountingStrategy and Management
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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: 2014Citations: 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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Marketing analytics capability, artificial intelligence adoption, and firms' competitive advantage: Evidence from the manufacturing industry

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Md Afnan Hossain, Raj Agnihotri, Md Rifayat Islam Rushan, Muhammad Sabbir Rahman et al.

Journal: Industrial Marketing ManagementYear: 2022Citations: 160
Social SciencesBusiness, Management and AccountingManagement Information SystemsOpen Access
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ChatGPT for Education and Research: Opportunities, Threats, and Strategies

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Md. Mostafizer Rahman, Yutaka Watanobe

Journal: Preprints.orgYear: 2023Citations: 158

In recent years, the rise of advanced artificial intelligence technologies has had a profound impact on many fields, including education and research. One such technology is ChatGPT, a powerful large language model developed by OpenAI. This technology offers exciting opportunities for students and e...

Health SciencesMedicineHealth InformaticsOpen Access
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Smart City Data Science: Towards data-driven smart cities with open research issues

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Iqbal H. Sarker

Journal: Internet of ThingsYear: 2022Citations: 156
Social SciencesTransportationHuman Mobility and Location-Based Analysis
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