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Big Data analytics and Computational Intelligence for Cyber–Physical Systems: Recent trends and state of the art applications

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1 of the 86 references listed on this page is in the Retraction Watch database as retracted (export 2026-10-28): 10.1016/j.ijinfomgt.2016.04.014 (notice 2021-07-23).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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The Inevitable Application of Big Data to Health Care
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Computational Intelligence for Big Data Analysis: Frontier Advances and Applications
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An Efficient Grouping Genetic Algorithm for Data Clustering and Big Data Analysis
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A Convolutional Neural Network VLSI for Image Recognition Using Merged/Mixed Analog-Digital Architecture
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Cyber-Physical Systems
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Feature selection based on an improved cat swarm optimization algorithm for big data classification
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A fuzzy ambient intelligent agents approach for monitoring disease progression of dementia patients
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Towards a Big Data system disaster recovery in a Private Cloud
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Type-2 fuzzy sets applied to multivariable self-organizing fuzzy logic controllers for regulating anesthesia
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Sentiment analysis in Facebook and its application to e-learning
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A model to compare cloud and non-cloud storage of Big Data
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A short-term traffic prediction model in the vehicular cyber–physical systems
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Making use of cloud computing for healthcare provision: Opportunities and challenges
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WITHDRAWN: Information fusion in social big data: Foundations, state-of-the-art, applications, challenges, and future research directions
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The role of big data in smart city
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Automated intelligent system for sound signalling device quality assurance
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Fuzzy rule based profiling approach for enterprise information seeking and retrieval
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A fuzzy computational model of emotion for cloud based sentiment analysis
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The rise of “big data” on cloud computing: Review and open research issues
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Integration, optimization and usability of enterprise applications
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Evolutionary optimization: A big data perspective
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Energy efficient wireless communication technique based on Cognitive Radio for Internet of Things
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An efficient image retrieval scheme for colour enhancement of embedded and distributed surveillance images
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Estimation of travel time and the benefits of upgrading the fare payment technology in urban bus services
inferredcites →https://doi.org/10.1016/s0019-9958(65)90241-xopenalex-snapshot
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An overview of evolutionary algorithms: practical issues and common pitfalls
inferredcites →https://doi.org/10.1080/17517575.2013.776118openalex-snapshot
Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things
inferredcites →https://doi.org/10.1080/17517575.2015.1086494openalex-snapshot
Design implications for task-specific search utilities for retrieval and re-engineering of code
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Sequence memory for prediction, inference and behaviour
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Big Data Deep Learning: Challenges and Perspectives
inferredcites →https://doi.org/10.1109/cts.2013.6567202openalex-snapshot
Big data: A review
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2014 International Conference on Collaboration Technologies and Systems (CTS)
inferredcites →https://doi.org/10.1109/fuzz-ieee.2012.6250779openalex-snapshot
Fuzzy sets and systems in building closed-loop affective computing systems for human-computer interaction: Advances and new research directions
inferredcites →https://doi.org/10.1109/fuzz-ieee.2012.6251312openalex-snapshot
An intelligent framework for monitoring student performance using fuzzy rule-based Linguistic Summarisation
inferredcites →https://doi.org/10.1109/fuzz-ieee.2015.7338001openalex-snapshot
An intelligent framework for monitoring students Affective Trajectories using adaptive fuzzy systems
inferredcites →https://doi.org/10.1109/icassp.2013.6639343openalex-snapshot
Building high-level features using large scale unsupervised learning
inferredcites →https://doi.org/10.1109/icrito.2015.7359269openalex-snapshot
Improving patient matching: Single patient view for Clinical Decision Support using Big Data analytics
inferredcites →https://doi.org/10.1109/icrito36802.2015openalex-snapshot
2015 4th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions)
inferredcites →https://doi.org/10.1109/ijcnn.2014.6889772openalex-snapshot
A real-time driver identification system based on artificial neural networks and cepstral analysis
inferredcites →https://doi.org/10.1109/ijcnn32435.2014openalex-snapshot
2014 International Joint Conference on Neural Networks (IJCNN)
inferredcites →https://doi.org/10.1109/isncc.2015.7238584openalex-snapshot
Toward V2I communication technology-based solution for reducing road traffic congestion in smart cities
inferredcites →https://doi.org/10.1109/isncc37866.2016openalex-snapshot
2016 International Symposium on Networks, Computers and Communications (ISNCC)
inferredcites →https://doi.org/10.1109/jproc.2015.2511446openalex-snapshot
Cyber–Physical Control of Road Freight Transport
inferredcites →https://doi.org/10.1109/jsyst.2015.2460747openalex-snapshot
Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data
inferredcites →https://doi.org/10.1109/jsyst.2015.2470644openalex-snapshot
Cloud-Supported Cyber–Physical Localization Framework for Patients Monitoring
inferredcites →https://doi.org/10.1109/mcom.2014.6871677openalex-snapshot
Context-aware vehicular cyber-physical systems with cloud support: architecture, challenges, and solutions
inferredcites →https://doi.org/10.1109/mnet.2016.7474340openalex-snapshot
Mobile big data analytics using deep learning and apache spark
inferredcites →https://doi.org/10.1109/msp.2012.2205597openalex-snapshot
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
inferredcites →https://doi.org/10.1109/sc.2014.66openalex-snapshot
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q
inferredcites →https://doi.org/10.1109/sc20506.2014openalex-snapshot
SC14: International Conference for High Performance Computing, Networking, Storage and Analysis
inferredcites →https://doi.org/10.1109/siie63180.2024openalex-snapshot
2024 International Symposium on Computers in Education (SIIE)
inferredcites →https://doi.org/10.1109/smc.2015.556openalex-snapshot
Two Brains Guided Interactive Evolution
inferredcites →https://doi.org/10.1109/smc35644.2016openalex-snapshot
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
inferredcites →https://doi.org/10.1109/t-affc.2010.12openalex-snapshot
Optimal Arousal Identification and Classification for Affective Computing Using Physiological Signals: Virtual Reality Stroop Task
inferredcites →https://doi.org/10.1109/tits.2014.2345663openalex-snapshot
Traffic Flow Prediction With Big Data: A Deep Learning Approach
inferredcites →https://doi.org/10.1109/tsmca.2004.838488openalex-snapshot
A Fuzzy Embedded Agent-Based Approach for Realizing Ambient Intelligence in Intelligent Inhabited Environments
inferredcites →https://doi.org/10.1109/ucc.2014.105openalex-snapshot
A Fuzzy Logic Approach for Opinion Mining on Large Scale Twitter Data
inferredcites →https://doi.org/10.1109/wd.2013.6686528openalex-snapshot
Cyber Physical System: Architecture, applications and research challenges
inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot
Reducing the Dimensionality of Data with Neural Networks
inferredcites →https://doi.org/10.1145/1837274.1837461openalex-snapshot
Cyber-physical systems
inferredcites →https://doi.org/10.1145/2020408.2020614openalex-snapshot
User-level sentiment analysis incorporating social networks
inferredcites →https://doi.org/10.1145/2339530openalex-snapshot
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
inferredcites →https://doi.org/10.1145/2627534.2627557openalex-snapshot
Big data classification
inferredcites →https://doi.org/10.1145/2811411.2811477openalex-snapshot
Enterprise information systems
inferredcites →https://doi.org/10.1145/3603166openalex-snapshot
Proceedings of the 16th IEEE/ACM International Conference on Utility and Cloud Computing
inferredcites →https://doi.org/10.1155/2014/379090openalex-snapshot
Performance Analysis of Extracted Rule-Base Multivariable Type-2 Self-Organizing Fuzzy Logic Controller Applied to Anesthesia
inferredcites →https://doi.org/10.1186/1471-2105-12-s1-s17openalex-snapshot
A genetic algorithm-based boolean delay model of intracellular signal transduction in inflammation
inferredcites →https://doi.org/10.1371/journal.pmed.1001363openalex-snapshot
The Effectiveness of Mobile-Health Technologies to Improve Health Care Service Delivery Processes: A Systematic Review and Meta-Analysis
inferredcites →https://doi.org/10.1504/ijbic.2011.038700openalex-snapshot
New inspirations in swarm intelligence: a survey
inferredcites →https://doi.org/10.1561/1500000011openalex-snapshot
Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1561/2200000006openalex-snapshot
Learning Deep Architectures for AI
inferredcites →https://doi.org/10.1561/9781601981516openalex-snapshot
Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1561/9781601982957openalex-snapshot
Learning Deep Architectures for AI
inferredcites →https://doi.org/10.3399/bjgp15x683377openalex-snapshot
Digital mental health services in general practice
inferredcites →https://doi.org/10.4018/ijoci.2016070105openalex-snapshot
A Proposed Framework for Cloud Computing adoption
inferredcites →https://doi.org/10.5220/0005945604530460openalex-snapshot
A Fuzzy Modelling Approach of Emotion for Affective Computing Systems
inferredcites →https://doi.org/10.5555/2874916.2874964openalex-snapshot
The next generation of modeling & simulation: integrating big data and deep learning
inferredcites →https://doi.org/10.5772/55492openalex-snapshot
Smart Vehicles, Technologies and Main Applications in Vehicular Ad hoc Networks
inferredcites →https://doi.org/10.5860/choice.32-3933openalex-snapshot
Medicine's dilemmas: infinite needs versus finite resources

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Cyber-Physical Power Systems: A Comprehensive Review About Drivers, Standards, and Future Perspectives
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Industrial Cyber-Physical Systems: Control Problems and Solutions. A Bibliometric Analysis Approach
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Framework for Managing Artificial Intelligence (AI) Projects: Avoiding Harms, Losses, and Damages
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ECG Signal Analysis for Classification of Congenital Heart Defects
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Automatic Semantic Analysis Framework of Dickinson’s Portfolio based on Character Recognition and Artificial Intelligence
inferred← citeshttps://doi.org/10.1109/icercs63125.2024.10895621openalex-snapshot
Next-Gen Education with 6G Connectivity and Intelligent Data Analytics
inferred← citeshttps://doi.org/10.1109/icimcis53775.2021.9699341openalex-snapshot
Enterprise System Modeling for Business Licensing Services
inferred← citeshttps://doi.org/10.1109/icsseecc61126.2024.10649479openalex-snapshot
An Enhanced Digital Technology to Analyze the Combined Effect of Artificial Intelligence and Big Data Analytics for Multimedia Information Processing
inferred← citeshttps://doi.org/10.1109/ictbig59752.2023.10456249openalex-snapshot
A Unified View of the Big Development, Big Challenge, and Major Trends in the Field of Bigdata in Branding
inferred← citeshttps://doi.org/10.1109/iraset60544.2024.10548997openalex-snapshot
A PRISMA Systematic Review for Intelligent IS/IT Project Portfolio Dashboard from the Value, Prioritization and Risk Perspectives
inferred← citeshttps://doi.org/10.1109/issatk69667.2026.11566994openalex-snapshot
Big Data Analytics for Cyber-Physical Systems: Architectures, Closed-Loop Integration, and Application Perspectives
inferred← citeshttps://doi.org/10.1109/jiot.2022.3151400openalex-snapshot
EAGCN: An Efficient Adaptive Graph Convolutional Network for Item Recommendation in Social Internet of Things
inferred← citeshttps://doi.org/10.1109/jiot.2022.3151828openalex-snapshot
Edge-Assisted Intelligent Device Authentication in Cyber–Physical Systems
inferred← citeshttps://doi.org/10.1109/mnet.2019.1800459openalex-snapshot
Intelligent Remote Monitoring of Parking Spaces Using Licensed and Unlicensed Wireless Technologies
inferred← citeshttps://doi.org/10.1109/snams.2018.8554896openalex-snapshot
The Canonical Model of Structure for Data Extraction in Systematic Reviews of Scientific Research Articles
inferred← citeshttps://doi.org/10.1109/syscon61195.2024.10553432openalex-snapshot
Emerging Synergies: Industry 5.0 Integration of Complex Systems
inferred← citeshttps://doi.org/10.1109/temscon.2019.8813650openalex-snapshot
A conceptual framework for interdisciplinary decision support project success
inferred← citeshttps://doi.org/10.1109/tetci.2019.2941757openalex-snapshot
Computational Intelligence Enabled Cybersecurity for the Internet of Things
inferred← citeshttps://doi.org/10.1109/tetci.2023.3303092openalex-snapshot
GLR-SEI: Green and Low Resource Specific Emitter Identification Based on Complex Networks and Fisher Pruning
inferred← citeshttps://doi.org/10.1109/tits.2020.3018054openalex-snapshot
Hierarchical Spatial-Temporal State Machine for Vehicle Instrument Cluster Manufacturing
inferred← citeshttps://doi.org/10.1109/tits.2022.3177772openalex-snapshot
Securing IoT Based Maritime Transportation System Through Entropy-Based Dual-Stack Machine Learning Framework
inferred← citeshttps://doi.org/10.1109/tits.2023.3235151openalex-snapshot
6G Connected Vehicle Framework to Support Intelligent Road Maintenance Using Deep Learning Data Fusion
inferred← citeshttps://doi.org/10.1145/3331174openalex-snapshot
A Survey on Representation Learning Efforts in Cybersecurity Domain
inferred← citeshttps://doi.org/10.1155/2021/1657236openalex-snapshot
HR Management Big Data Mining Based on Computational Intelligence and Deep Learning
inferred← citeshttps://doi.org/10.1155/2021/6752120openalex-snapshot
3D Face Modeling Algorithm for Film and Television Animation Based on Lightweight Convolutional Neural Network
inferred← citeshttps://doi.org/10.1155/2022/1897298openalex-snapshot
A Variable-Scale Data Analysis-Based Identification Method for Key Cost Center in Intelligent Manufacturing
inferred← citeshttps://doi.org/10.1155/2022/3795183openalex-snapshot
A Credit Conflict Detection Model Based on Decision Distance and Probability Matrix
inferred← citeshttps://doi.org/10.1155/2022/4960360openalex-snapshot
Big Data-Driven Hierarchical Local Area Network Security Risk Event Prediction Algorithm
inferred← citeshttps://doi.org/10.1155/2022/6507988openalex-snapshot
Construction and Application of Medical Economic Information System under Big Data
inferred← citeshttps://doi.org/10.1162/euso_a_00035openalex-snapshot
Sociotechnical imaginaries of social inequality in the design and use of AI recruitment technology
inferred← citeshttps://doi.org/10.1177/09544054251361187openalex-snapshot
Computational intelligence in cyber-physical systems and real-world big data analysis
inferred← citeshttps://doi.org/10.1177/1063293x211001573openalex-snapshot
Computational intelligence, machine learning techniques, and IOT
inferred← citeshttps://doi.org/10.1177/1063293x241297528openalex-snapshot
A framework for data-driven decision making in advanced manufacturing systems: Development and implementation
inferred← citeshttps://doi.org/10.1177/10920617241295882openalex-snapshot
Extended Editorial: Research to Support Cognitive Engineering of Intellectualized Cyber-Physical-Social-Human Systems
inferred← citeshttps://doi.org/10.1177/14727978251337928openalex-snapshot
Clustering algorithm-based prediction model for athlete performance grading and injury risks
inferred← citeshttps://doi.org/10.1177/16878132261450793openalex-snapshot
Digital twin architecture for data-guided intelligent production platforms
inferred← citeshttps://doi.org/10.1186/s12912-025-03938-5openalex-snapshot
Modeling the evolution of virtual reality in nursing education: a BERTopic-based analysis of research trends and future directions
inferred← citeshttps://doi.org/10.1186/s40537-024-00914-9openalex-snapshot
15 years of Big Data: a systematic literature review
inferred← citeshttps://doi.org/10.1186/s44147-023-00222-8openalex-snapshot
Conceptualizing data-driven closed loop production systems for lean manufacturing of complex biomedical devices—a cyber-physical system approach
inferred← citeshttps://doi.org/10.13164/mendel.2021.2.090openalex-snapshot
CCGraMi: An Effective Method for Mining Frequent Subgraphs in a Single Large Graph
inferred← citeshttps://doi.org/10.1364/oe.588834openalex-snapshot
All-optical classification using a compact single-layer dual-wavelength differential diffractive network
inferred← citeshttps://doi.org/10.1515/9783112205198-001openalex-snapshot
1Deep learning in computer vision
inferred← citeshttps://doi.org/10.15439/2018f125openalex-snapshot
Comparative Analysis of Big Data and BI Projects
inferred← citeshttps://doi.org/10.15439/2021f26openalex-snapshot
Artificial Intelligence Project Success Factors: Moral Decision-Making with Algorithms
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i6s.6811openalex-snapshot
Automated Personalized Big Data Model to Promote Traditional Culture with Aesthetic Education
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i6s.6819openalex-snapshot
An Efficient Big Data Visualization Deep Learning Architecture Model for Path Selection of College Students through Moral Education
inferred← citeshttps://doi.org/10.18667/cienciaypoderaereo.632openalex-snapshot
Comparación de la implementación en plataformas tradicionales y en nube: sistema de reportes meteorológicos
inferred← citeshttps://doi.org/10.20944/preprints202507.1086.v1openalex-snapshot
How Digitalization and Algorithms Are Changing the Knowledge in Biomedicine
inferred← citeshttps://doi.org/10.2174/9798898815011126010009openalex-snapshot
Synergy of Pervasive Intelligence with Evolutionary Computation and Optimization Techniques
inferred← citeshttps://doi.org/10.22367/jem.2022.44.18openalex-snapshot
Stakeholder-accountability model for artificial intelligence projects
inferred← citeshttps://doi.org/10.23919/icn.2023.0023openalex-snapshot
Navigating the Ethical and Privacy Concerns of Big Data and Machine Learning in Decision Making
inferred← citeshttps://doi.org/10.23977/jeeem.2025.080111openalex-snapshot
Intelligent Power Informatization: Advanced Data Processing and Security Enhancement Approaches
inferred← citeshttps://doi.org/10.24866/vvsu/2073-3984/2018-2/125-136openalex-snapshot
Modeling the domain for the formation of electronic collections
inferred← citeshttps://doi.org/10.30574/wjaets.2024.11.2.0101openalex-snapshot
From computing science to intelligent computing: A review of artificial and computational intelligence in data and information analysis
inferred← citeshttps://doi.org/10.31083/mrev39414openalex-snapshot
Exploring Generative AI-User Interactions through Self-Programming and Structural Coupling in Luhmann's Systems Theory
inferred← citeshttps://doi.org/10.3233/jifs-233579openalex-snapshot
Auditing of hadoop log file for dynamic detection of threats using H-ISSM-MIM and convolutional neural network
inferred← citeshttps://doi.org/10.33168/jsms.2024.0621openalex-snapshot
Harnessing Big Data Analytics for Innovation Performance in Peruvian High-Tech SMEs: The Mediating Role of Team Entrepreneurial Passion
inferred← citeshttps://doi.org/10.3390/app14083154openalex-snapshot
FSM-BC-BSP: Frequent Subgraph Mining Algorithm Based on BC-BSP
inferred← citeshttps://doi.org/10.3390/app15179426openalex-snapshot
Editorial for the Special Issue Applied and Innovative Computational Intelligence Systems (3rd Edition)
inferred← citeshttps://doi.org/10.3390/fi15060199openalex-snapshot
Deep Neural Networks for Spatial-Temporal Cyber-Physical Systems: A Survey
inferred← citeshttps://doi.org/10.3390/s21206809openalex-snapshot
Maintenance Strategies for Industrial Multi-Stage Machines: The Study of a Thermoforming Machine
inferred← citeshttps://doi.org/10.3390/su16125236openalex-snapshot
Can Digital Transformation Reduce Enterprise Carbon Intensity? An Empirical Analysis of Chinese Manufacturers
inferred← citeshttps://doi.org/10.35854/1998-1627-2024-9-1028-1038openalex-snapshot
Making decisions on the basis of data science in managing social and economic systems
inferred← citeshttps://doi.org/10.4018/978-1-7998-6673-2.ch008openalex-snapshot
Data Analytics and Its Applications in Brief
inferred← citeshttps://doi.org/10.4018/978-1-7998-9308-0.ch002openalex-snapshot
Cyber Physical Systems Emergence With Reference to Manpower Development
inferred← citeshttps://doi.org/10.4018/979-8-3373-7046-0.ch005openalex-snapshot
Security and Privacy Challenges in AI-Driven IoT Big Data Analytics
inferred← citeshttps://doi.org/10.4018/979-8-3693-5231-1.ch015openalex-snapshot
Global Adoption of Artificial Intelligence in the Manufacturing Industries
inferred← citeshttps://doi.org/10.4018/979-8-3693-6577-9.ch015openalex-snapshot
Internet of Things Cyber-Physical Systems in Smart Healthcare
inferred← citeshttps://doi.org/10.4018/979-8-3693-7230-2.ch001openalex-snapshot
A Hybrid ML Sentiment Analysis for Climate Change Management in Social Media
inferred← citeshttps://doi.org/10.4018/979-8-3693-8151-9.ch011openalex-snapshot
Security and Privacy of Educational Computational Intelligence
inferred← citeshttps://doi.org/10.4018/979-8-3693-9631-5.ch005openalex-snapshot
Wearable Technologies Leading to Employee Performance and Productivity
inferred← citeshttps://doi.org/10.4102/apsdpr.v10i1.588openalex-snapshot
Data driven human resource management in the Fourth Industrial Revolution (4IR)
inferred← citeshttps://doi.org/10.4995/carma2023.2023.16445openalex-snapshot
Analysis of challenges of digital service enabled by big data analytics technologies using a new integrated multiple-criteria decision-making (MCDM) method
inferred← citeshttps://doi.org/10.4995/carma2023.2023.17009openalex-snapshot
5th International Conference on Advanced Research Methods and Analytics (CARMA 2023)
inferred← citeshttps://doi.org/10.51176/1997-9967-2025-4-97-113openalex-snapshot
Reducing Project Uncertainty through Data-Driven Management: A Bibliometric Analysis
inferred← citeshttps://doi.org/10.52783/jes.3261openalex-snapshot
Analysis of the impact of VR technology based on big data edge computing and deep learning on English short video teaching
inferred← citeshttps://doi.org/10.5772/intechopen.114901openalex-snapshot
Advancing Governance: Role of Data Analytics in Driving Evidence-Based Decision-Making in Public Administration
inferred← citeshttps://doi.org/10.60084/eje.v3i1.291openalex-snapshot
General Equilibrium Model Applications in Energy Research: A Bibliometric Analysis
inferred← citeshttps://doi.org/10.62304/ijse.v1i3.161openalex-snapshot
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ENHANCE ROBOT DECISION-MAKING ADAPTABILITY AND LEARNING CAPABILITIES ACROSS VARIOUS DOMAINS
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.