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Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications
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Few-shot electromagnetic signal classification: A data union augmentation method
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Analysis of E-tongue data for tea classification based on semi-supervised learning of generative adversarial network
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Domain- and task-specific transfer learning for medical segmentation tasks
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F-NIDS — A Network Intrusion Detection System based on federated learning
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An effective intrusion detection scheme for Distributed Network Protocol 3 (DNP3) applied in SCADA-enabled IoT applications
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Multiscale dynamic fusion prototypical cluster network for fault diagnosis of planetary gearbox under few labeled samples
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ANN-based predictive mimicker for the constitutive model of engineered cementitious composites (ECC)
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Never trust, always verify: A multivocal literature review on current knowledge and research gaps of zero-trust
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Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art
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FedCOLA: Federated learning with heterogeneous feature concatenation and local acceleration for non-IID data
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An efficient parallel machine learning-based blockchain framework
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A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods
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Meta-learning meets the Internet of Things: Graph prototypical models for sensor-based human activity recognition
inferred← citeshttps://doi.org/10.1016/j.infsof.2021.106593openalex-snapshot
The do’s and don’ts of infrastructure code: A systematic gray literature review
inferred← citeshttps://doi.org/10.1016/j.ins.2020.12.086openalex-snapshot
Pruning of generative adversarial neural networks for medical imaging diagnostics with evolution strategy
inferred← citeshttps://doi.org/10.1016/j.ins.2021.01.022openalex-snapshot
Blessing of dimensionality at the edge and geometry of few-shot learning
inferred← citeshttps://doi.org/10.1016/j.ins.2021.05.060openalex-snapshot
Exploiting predicted answer in label aggregation to make better use of the crowd wisdom
inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102596openalex-snapshot
Enhanced prototypical network for few-shot relation extraction
inferred← citeshttps://doi.org/10.1016/j.jmsy.2021.11.003openalex-snapshot
Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm
inferred← citeshttps://doi.org/10.1016/j.jnca.2021.103162openalex-snapshot
Touch-based continuous mobile device authentication: State-of-the-art, challenges and opportunities
inferred← citeshttps://doi.org/10.1016/j.jnca.2021.103213openalex-snapshot
A survey on deep learning for challenged networks: Applications and trends
inferred← citeshttps://doi.org/10.1016/j.jnca.2024.104004openalex-snapshot
Evolving techniques in cyber threat hunting: A systematic review
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Learning discriminative representation for image classification
inferred← citeshttps://doi.org/10.1016/j.matchar.2021.111213openalex-snapshot
Determining crystallographic orientation via hybrid convolutional neural network
inferred← citeshttps://doi.org/10.1016/j.mechatronics.2021.102576openalex-snapshot
Active learning in robotics: A review of control principles
inferred← citeshttps://doi.org/10.1016/j.media.2021.102170openalex-snapshot
Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences
inferred← citeshttps://doi.org/10.1016/j.mejo.2021.105198openalex-snapshot
Enhanced pin-access prediction and design optimization with machine learning integration
inferred← citeshttps://doi.org/10.1016/j.nanoen.2024.110186openalex-snapshot
Real-time data visual monitoring of triboelectric nanogenerators enabled by Deep learning
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.02.100openalex-snapshot
Trans4E: Link prediction on scholarly knowledge graphs
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.09.070openalex-snapshot
Discriminative learning of imaginary data for few-shot classification
inferred← citeshttps://doi.org/10.1016/j.neunet.2021.09.029openalex-snapshot
A novel meta-learning framework: Multi-features adaptive aggregation method with information enhancer
inferred← citeshttps://doi.org/10.1016/j.pnpbp.2021.110405openalex-snapshot
Artificial intelligence-driven phenotyping of zebrafish psychoactive drug responses
inferred← citeshttps://doi.org/10.1016/j.seta.2022.102308openalex-snapshot
Recurrent neural network with density-based clustering for group pattern detection in energy systems
inferred← citeshttps://doi.org/10.1016/j.snb.2021.130915openalex-snapshot
Target discrimination, concentration prediction, and status judgment of electronic nose system based on large-scale measurement and multi-task deep learning
inferred← citeshttps://doi.org/10.1016/j.wpi.2021.102082openalex-snapshot
Blockchain breeding grounds: Asia's advance over the USA and Europe
inferred← citeshttps://doi.org/10.1038/s41524-021-00652-zopenalex-snapshot
Rapid and flexible segmentation of electron microscopy data using few-shot machine learning
inferred← citeshttps://doi.org/10.1038/s41592-020-01035-wopenalex-snapshot
The promise and peril of deep learning in microscopy
inferred← citeshttps://doi.org/10.1049/cit2.12299openalex-snapshot
Cloud‐based video streaming services: Trends, challenges, and opportunities
inferred← citeshttps://doi.org/10.1049/wss2.70033openalex-snapshot
Smart Agriculture Through Internet of Things and Machine Learning: A Survey of Monitoring Techniques, Methods and Applications
inferred← citeshttps://doi.org/10.1093/bib/bbab430openalex-snapshot
Artificial intelligence in drug discovery: applications and techniques
inferred← citeshttps://doi.org/10.1097/apo.0000000000000405openalex-snapshot
Deep Learning-Based Optical Coherence Tomography and Optical Coherence Tomography Angiography Image Analysis: An Updated Summary
inferred← citeshttps://doi.org/10.1109/access.2025.3534628openalex-snapshot
What Gets Measured Gets Improved: Monitoring Machine Learning Applications in Their Production Environments
inferred← citeshttps://doi.org/10.1109/aece59614.2023.10428526openalex-snapshot
Caching Techniques in Edge Computing and Challenges
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386139openalex-snapshot
MLOps in Data Science Projects: A Review
inferred← citeshttps://doi.org/10.1109/compsac57700.2023.00188openalex-snapshot
Machine Learning-based Adaptive Access Control Mechanism for Private Blockchain Storage
inferred← citeshttps://doi.org/10.1109/dcis67520.2025.11281914openalex-snapshot
Learning to Sense Sustainably: RL-Based Control for Solar-Powered IoT Nodes
inferred← citeshttps://doi.org/10.1109/dcoss-iot65416.2025.00109openalex-snapshot
Intrusion Detection in IoT Networks Using Federated Learning
inferred← citeshttps://doi.org/10.1109/dsd67783.2025.00039openalex-snapshot
PREEMPT-K8S: Pod Prioritization for Mixed-Criticality Edge-Cloud Services
inferred← citeshttps://doi.org/10.1109/globecom52923.2024.10901597openalex-snapshot
Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems
inferred← citeshttps://doi.org/10.1109/icidca66325.2025.11280486openalex-snapshot
Generative AI in Agile Software Development: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9534136openalex-snapshot
Relevance-Aware Anomalous Users Detection in Social Network via Graph Neural Network
inferred← citeshttps://doi.org/10.1109/iscc55528.2022.9912802openalex-snapshot
Modeling and Simulation of 5G-based Edge Networks for Lightweight Machine Learning Applications
inferred← citeshttps://doi.org/10.1109/jbhi.2022.3172624openalex-snapshot
Persistent Service Provisioning Framework for IoMT Based Emergency Mobile Healthcare Units
inferred← citeshttps://doi.org/10.1109/jiot.2022.3176469openalex-snapshot
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning
inferred← citeshttps://doi.org/10.1109/jiot.2025.3642935openalex-snapshot
The Internet of Nature Things (IoNT): Pioneering a New Frontier in Environmental Monitoring and Sustainable Ecosystem Management
inferred← citeshttps://doi.org/10.1109/jsyst.2023.3281079openalex-snapshot
The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber–Physical Systems
inferred← citeshttps://doi.org/10.1109/les.2022.3158565openalex-snapshot
ARTS: A Framework for AI-Rooted IoT System Design Automation
inferred← citeshttps://doi.org/10.1109/mce.2020.3048314openalex-snapshot
Two-Tier Intrusion Detection Framework for Embedded Systems
inferred← citeshttps://doi.org/10.1109/mce.2021.3071676openalex-snapshot
AI-Driven Security Solutions for the Internet of Everything
inferred← citeshttps://doi.org/10.1109/mic.2021.3053711openalex-snapshot
Toward Distributed, Global, Deep Learning Using IoT Devices
inferred← citeshttps://doi.org/10.1109/mic.2022.3180907openalex-snapshot
Orchestrating Networked Machine Learning Applications Using Autosteer
inferred← citeshttps://doi.org/10.1109/tc.2022.3157996openalex-snapshot
A Blockchain-Based Decentralized, Fair and Authenticated Information Sharing Scheme in Zero Trust Internet-of-Things
inferred← citeshttps://doi.org/10.1109/tc.2022.3193630openalex-snapshot
OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things
inferred← citeshttps://doi.org/10.1109/tccn.2025.3547049openalex-snapshot
DeepCon: Improving Distributed Deep Learning Model Consistency in Edge-Cloud Environments via Distillation
inferred← citeshttps://doi.org/10.1109/tce.2024.3415615openalex-snapshot
Multi-Graph Spatio-Temporal Convolution for Traffic Flow Prediction Focusing on Edge Derived Imbalanced Data From Highway Electronics
inferred← citeshttps://doi.org/10.1109/tkde.2021.3118727openalex-snapshot
BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection
inferred← citeshttps://doi.org/10.1109/tsc.2023.3312131openalex-snapshot
Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments
inferred← citeshttps://doi.org/10.1109/tsusc.2022.3209086openalex-snapshot
A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment
inferred← citeshttps://doi.org/10.1109/ucc63386.2024.00064openalex-snapshot
SecureFed: Blockchain-Based Defence for Data Poisoning Attack in Federated Learning
inferred← citeshttps://doi.org/10.1145/3340531.3417430openalex-snapshot
Active Hazard Observation via Human in the Loop Social Media Analytics System
inferred← citeshttps://doi.org/10.1145/3510410openalex-snapshot
Cybersecurity of Industrial Cyber-Physical Systems: A Review
inferred← citeshttps://doi.org/10.1145/3517252openalex-snapshot
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition
inferred← citeshttps://doi.org/10.1145/3526073.3527584openalex-snapshot
Operationalizing machine learning models
inferred← citeshttps://doi.org/10.1145/3534625openalex-snapshot
A Case Study Investigating a User-Centred and Expert Informed 'Companion Guide' for a Complex Sensor-based Platform
inferred← citeshttps://doi.org/10.1145/3583781.3590271openalex-snapshot
Machine Learning for Intrusion Detection: Stream Classification Guided by Clustering for Sustainable Security in IoT
inferred← citeshttps://doi.org/10.1145/3605098.3636033openalex-snapshot
FuncMem: Reducing Cold Start Latency in Serverless Computing Through Memory Prediction and Adaptive Task Execution
inferred← citeshttps://doi.org/10.1145/3767329openalex-snapshot
SLO-aware Prioritization of Orchestration Times for Containerized Services
inferred← citeshttps://doi.org/10.1145/3805689.3806736openalex-snapshot
To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems
inferred← citeshttps://doi.org/10.1155/2021/8106467openalex-snapshot
Cloud-Based Fault Prediction Using IoT in Office Automation for Improvisation of Health of Employees
inferred← citeshttps://doi.org/10.1186/s13007-021-00787-6openalex-snapshot
DeepCob: precise and high-throughput analysis of maize cob geometry using deep learning with an application in genebank phenomics
inferred← citeshttps://doi.org/10.1186/s13677-021-00262-6openalex-snapshot
Security-Aware computation offloading for Mobile edge computing-Enabled smart city
inferred← citeshttps://doi.org/10.1186/s40537-021-00419-9openalex-snapshot
A survey on data‐efficient algorithms in big data era
inferred← citeshttps://doi.org/10.1186/s42162-021-00183-3openalex-snapshot
Asset logging in the energy sector: a scalable blockchain-based data platform
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Post-hoc explainable semantic image segmentation: applications for interpretability and adversarial attacks
inferred← citeshttps://doi.org/10.3233/ds-210036openalex-snapshot
A systematic review on privacy-preserving distributed data mining
inferred← citeshttps://doi.org/10.32604/cmc.2023.035720openalex-snapshot
Federated Feature Concatenate Method for Heterogeneous Computing in Federated Learning
inferred← citeshttps://doi.org/10.32604/cmes.2023.029997openalex-snapshot
An Insight Survey on Sensor Errors and Fault Detection Techniques in Smart Spaces
inferred← citeshttps://doi.org/10.33847/2686-8296.6.1_2openalex-snapshot
The Integration of Machine Learning and Explainable AI and Business Digitization: Unleashing the Power of Data - A Review
inferred← citeshttps://doi.org/10.3389/fnins.2021.715451openalex-snapshot
A Sparsity-Driven Backpropagation-Less Learning Framework Using Populations of Spiking Growth Transform Neurons
inferred← citeshttps://doi.org/10.3389/fpsyt.2020.551299openalex-snapshot
Illuminating the Black Box: Interpreting Deep Neural Network Models for Psychiatric Research
inferred← citeshttps://doi.org/10.3389/frai.2021.692065openalex-snapshot
ROA: A Rapid Learning Scheme for In-Situ Memristor Networks
inferred← citeshttps://doi.org/10.3389/fspas.2021.634328openalex-snapshot
Spectra Recognition Model for O-type Stars Based on Data Augmentation
inferred← citeshttps://doi.org/10.3390/app12010089openalex-snapshot
MLoF: Machine Learning Accelerators for the Low-Cost FPGA Platforms
inferred← citeshttps://doi.org/10.3390/app152111551openalex-snapshot
An Area-Efficient and Low-Error FPGA-Based Sigmoid Function Approximation
inferred← citeshttps://doi.org/10.3390/fi14080241openalex-snapshot
A Novel Logo Identification Technique for Logo-Based Phishing Detection in Cyber-Physical Systems
inferred← citeshttps://doi.org/10.3390/ma16134669openalex-snapshot
High Storable Power Density of Triboelectric Nanogenerator within Centimeter Size
inferred← citeshttps://doi.org/10.3390/s21041309openalex-snapshot
A Fully Open-Source Approach to Intelligent Edge Computing: AGILE’s Lesson
inferred← citeshttps://doi.org/10.3390/s21206743openalex-snapshot
IDS for Industrial Applications: A Federated Learning Approach with Active Personalization
inferred← citeshttps://doi.org/10.3390/s22135063openalex-snapshot
Security and Privacy Analysis of Smartphone-Based Driver Monitoring Systems from the Developer’s Point of View
inferred← citeshttps://doi.org/10.3390/s22197655openalex-snapshot
Using Machine Learning for Dynamic Authentication in Telehealth: A Tutorial
inferred← citeshttps://doi.org/10.3390/s23083931openalex-snapshot
Automatic Hybrid Access Control in SCADA-Enabled IIoT Networks Using Machine Learning
inferred← citeshttps://doi.org/10.3390/s24134308openalex-snapshot
Trust Management and Resource Optimization in Edge and Fog Computing Using the CyberGuard Framework
inferred← citeshttps://doi.org/10.3390/su15021060openalex-snapshot
Fault Prediction Recommender Model for IoT Enabled Sensors Based Workplace
inferred← citeshttps://doi.org/10.4018/979-8-3693-4466-8.ch007openalex-snapshot
Harnessing IoT and Geomarketing for Agile Marketing
inferred← citeshttps://doi.org/10.48550/arxiv.2111.03598openalex-snapshot
Quantum Algorithms for Unsupervised Machine Learning and Neural Networks
inferred← citeshttps://doi.org/10.5244/c.34.62openalex-snapshot
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting
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