Featured Publications
2026
A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis
ArXiv
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09 May 2026
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wosuid:PPRN:162987932
Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks
ArXiv
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09 May 2026
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wosuid:PPRN:74080261
Impact of Architectural Modifications on Deep Learning Adversarial Robustness
ArXiv
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09 May 2026
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wosuid:PPRN:88760232
From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings
ArXiv
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09 May 2026
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wosuid:PPRN:88761299
Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack
ArXiv
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09 May 2026
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wosuid:PPRN:156877634
Trustworthy Alzheimer’s diagnosis: Integrating robustness, fairness, and explainability in neuroimaging based deep ensemble framework
Engineering Applications of Artificia...
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01 May 2026
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doi:10.1016/j.engappai.2026.114291
GraphShield: Advanced dynamic graph-based malware detection using graph neural networks
Expert Systems with Applications
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01 Mar 2026
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doi:10.1016/j.eswa.2025.129812
Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention
Knowledge-Based Systems
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01 Feb 2026
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doi:10.1016/J.KNOSYS.2025.115104
2025
Analyzing Adversarial Strategies and Countermeasures for Cyberbullying Detection
Lecture Notes in Computer Science
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08 Oct 2025
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doi:10.1007/978-3-032-07715-8_9
Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning
IEEE Transactions on Reliability
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01 Sep 2025
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doi:10.1109/TR.2025.3551717
Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches
Computing
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22 May 2025
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doi:10.1007/S00607-025-01485-0
Chronic Kidney Disease Detection Augmented with Hybrid Explainable AI
2025 15th International Conference on...
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12 May 2025
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doi:10.1109/ICEENG64546.2025.11031335
Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity
2025 19th International Conference on...
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03 Jan 2025
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doi:10.1109/imcom64595.2025.10857574
Responsible Artificial Intelligence for Mental Health Disorders: Current Applications and Future Challenges
Journal of Disability Research
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01 Jan 2025
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doi:10.57197/JDR-2024-0101
FiSC: A Novel Approach for Fitzpatrick Scale-Based Skin Analyzer’s Image Classification
IEEE Access
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01 Jan 2025
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doi:10.1109/ACCESS.2025.3547573
AdvChar: Attacking Interpretable NLP Systems
IEEE Transactions on Information Fore...
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01 Jan 2025
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doi:10.1109/TIFS.2025.3622073
2024
Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications
Artificial Intelligence Review
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08 Nov 2024
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doi:10.1007/S10462-024-11005-9
Underwater image restoration and enhancement: a comprehensive review of recent trends, challenges, and applications
The Visual Computer
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10 Oct 2024
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doi:10.1007/S00371-024-03630-W
Alzheimer's disease diagnosis in the metaverse
Computer Methods and Programs in Biom...
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01 Oct 2024
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doi:10.1016/j.cmpb.2024.108348
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PMID: 39067138
Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data
Applied Soft Computing
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01 Sep 2024
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doi:10.1016/J.ASOC.2024.111749
MotionID: Towards practical behavioral biometrics-based implicit user authentication on smartphones
Pervasive and Mobile Computing
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01 Jul 2024
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doi:10.1016/J.PMCJ.2024.101922
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses
IEEE Transactions on Dependable and S...
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01 Jul 2024
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doi:10.1109/TDSC.2023.3341090
Unmasking the Vulnerabilities of Deep Learning Models: A Multi-Dimensional Analysis of Adversarial Attacks and Defenses
2024 Silicon Valley Cybersecurity Con...
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17 Jun 2024
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doi:10.1109/SVCC61185.2024.10637364
The Impact of Model Variations on the Robustness of Deep Learning Models in Adversarial Settings
2024 Silicon Valley Cybersecurity Con...
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17 Jun 2024
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doi:10.1109/SVCC61185.2024.10637362
Spatial mapping of land susceptibility to dust emissions using optimization of attentive Interpretable Tabular Learning (TabNet) model
Journal of Environmental Management
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01 May 2024
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doi:10.1016/J.JENVMAN.2024.120682
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PMID: 38670008
Temporal dynamics of urban gas pipeline risks
Scientific Reports
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06 Mar 2024
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doi:10.1038/S41598-024-56136-9
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PMID: 38448517
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PMCID: PMC10918077
A dynamic fuzzy rule-based inference system using fuzzy inference with semantic reasoning
Scientific Reports
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21 Feb 2024
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doi:10.1038/S41598-024-54065-1
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PMID: 38383597
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PMCID: PMC10881567
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning
arXiv
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19 Feb 2024
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arxiv:2211.15926
Single-Class Target-Specific Attack against Interpretable Deep Learning Systems
arXiv
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19 Feb 2024
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arxiv:2307.06484
Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems
arXiv
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19 Feb 2024
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arxiv:2307.06496
SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems
IEEE Transactions on Information Fore...
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01 Jan 2024
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doi:10.1109/TIFS.2024.3407652
Explainable Dynamic Ensemble Framework for Classification Based on the Late Fusion of Heterogeneous Multimodal Data
Lecture Notes in Networks and Systems
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01 Jan 2024
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doi:10.1007/978-3-031-47715-7_38
2023
Time-series visual explainability for Alzheimer’s disease progression detection for smart healthcare
Alexandria Engineering Journal
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01 Nov 2023
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doi:10.1016/j.aej.2023.09.050
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
Information Fusion
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01 Nov 2023
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doi:10.1016/j.inffus.2023.101805
Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data
Scientific Reports
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28 Sep 2023
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doi:10.1038/s41598-023-42796-6
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PMID: 37770490
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PMCID: PMC10539296
Author Correction: A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images
Scientific Reports
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04 Sep 2023
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doi:10.1038/S41598-023-41661-W
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PMID: 37666913
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PMCID: PMC10477192
TruMuzic: A Deep Learning and Data Provenance-Based Approach to Evaluating the Authenticity of Music
Applied Sciences
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19 Aug 2023
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doi:10.3390/APP13169425
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals
Computer-Aided Civil and Infrastructu...
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01 Aug 2023
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doi:10.1111/MICE.13015
Underwater Image Restoration and Enhancement: A Comprehensive Review of Recent Trends, Challenges, and Applications
MDPI AG
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10 Jul 2023
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doi:10.20944/PREPRINTS202307.0585.V1
Wildfire Susceptibility Mapping Using Deep Learning Algorithms in Two Satellite Imagery Dataset
Forests
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28 Jun 2023
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doi:10.3390/F14071325
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease
Computer Methods and Programs in Biom...
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01 Jun 2023
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doi:10.1016/j.cmpb.2023.107495
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PMID: 37003039
Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis
IEEE Transactions on Network and Serv...
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01 Jun 2023
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doi:10.1109/TNSM.2022.3200741
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data
Information Fusion
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01 Apr 2023
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doi:10.1016/J.INFFUS.2022.11.028
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges
Artificial Intelligence Review
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12 Mar 2023
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doi:10.1007/S10462-023-10415-5
A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images
Scientific Reports
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16 Jan 2023
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doi:10.1038/S41598-023-27815-W
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PMID: 36646735
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PMCID: PMC9842654
Early Detection of Alzheimer’s Disease Based on Laplacian Re-Decomposition and XGBoosting
Computer Systems Science and Engineering
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01 Jan 2023
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doi:10.32604/csse.2023.036371
2022
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data
IEEE Journal of Biomedical and Health...
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01 Dec 2022
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doi:10.1109/JBHI.2022.3202178
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PMID: 36037451
AR Search Engine: Semantic Information Retrieval for Augmented Reality Domain
Sustainability
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25 Nov 2022
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doi:10.3390/su142315681
Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers
Neurocomputing
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01 Nov 2022
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doi:10.1016/j.neucom.2022.09.009
Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping
International Journal of Applied Eart...
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01 Aug 2022
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doi:10.1016/J.JAG.2022.102854
An approach for measuring spatial similarity among COVID-19 epicenters
Geo-spatial Information Science
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05 Jul 2022
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doi:10.1080/10095020.2022.2088303
Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware
Proceedings of the 2022 ACM on Asia C...
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30 May 2022
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doi:10.1145/3488932.3527294
Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models
Proceedings of the 2022 ACM on Asia C...
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30 May 2022
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doi:10.1145/3488932.3527278
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems
Proceedings of the 2022 ACM on Asia C...
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30 May 2022
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doi:10.1145/3488932.3527283
MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits
Proceedings of the 1st Workshop on Cy...
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30 May 2022
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doi:10.1145/3494108.3522768
Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic
Electronics
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22 May 2022
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doi:10.3390/ELECTRONICS11101648
Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time
Neural Computing and Applications
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08 May 2022
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doi:10.1007/S00521-022-07263-9
Crystal structure guided machine learning for the discovery and design of intrinsically hard materials
Journal of Materiomics
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01 May 2022
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doi:10.1016/j.jmat.2021.11.004
A Comparative Study of Strain Rate Constitutive and Machine Learning Models for Flow Behavior of AZ31-0.5 Ca Mg Alloy during Hot Deformation
Mathematics
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27 Feb 2022
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doi:10.3390/math10050766
Age-hardening behavior guided by the multi-objective evolutionary algorithm and machine learning
Journal of Alloys and Compounds
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01 Feb 2022
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doi:10.1016/j.jallcom.2021.162104
An Enhanced Grey Wolf Optimizer with a Velocity-Aided Global Search Mechanism
Mathematics
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24 Jan 2022
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doi:10.3390/MATH10030351
An IoT-Based Approach for Learning Geometric Shapes in Early Childhood
IEEE Access
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01 Jan 2022
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doi:10.1109/ACCESS.2022.3229440
2021
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning
Neural Computing and Applications
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03 Nov 2021
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doi:10.1007/S00521-021-06631-1
A Short Review on the Machine Learning-Guided Oxygen Uptake Prediction for Sport Science Applications
Electronics
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13 Aug 2021
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doi:10.3390/ELECTRONICS10161956
Large-scale and Robust Code Authorship Identification with Deep Feature Learning
ACM Transactions on Privacy and Security
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19 Jul 2021
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doi:10.1145/3461666
Machine learning-aided design of aluminum alloys with high performance
Materials Today Communications
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01 Mar 2021
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doi:10.1016/j.mtcomm.2020.101897
Robust hybrid deep learning models for Alzheimer’s progression detection
Knowledge-Based Systems
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01 Feb 2021
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doi:10.1016/J.KNOSYS.2020.106688
Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data
Future Generation Computer Systems
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01 Feb 2021
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doi:10.1016/j.future.2020.10.005
Classification and Analysis of Android Malware Images Using Feature Fusion Technique
IEEE Access
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01 Jan 2021
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doi:10.1109/ACCESS.2021.3090998
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions
IEEE Access
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01 Jan 2021
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doi:10.1109/ACCESS.2021.3052870
Alzheimer’s Disease Diagnosis Based on a Semantic Rule-Based Modeling and Reasoning Approach
Computers, Materials & Continua
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01 Jan 2021
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doi:10.32604/cmc.2021.019069
AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning
Lecture Notes in Computer Science
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01 Jan 2021
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doi:10.1007/978-3-030-91434-9_9
The Role of Medication Data to Enhance the Prediction of Alzheimer’s Progression Using Machine Learning
Computational Intelligence and Neuros...
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01 Jan 2021
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doi:10.1155/2021/8439655
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PMID: 34603436
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PMCID: PMC8481044
Timing and Classification of Patellofemoral Osteoarthritis Patients Using Fast Large Margin Classifier
Computers, Materials & Continua
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01 Jan 2021
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doi:10.32604/cmc.2021.014446
2020
Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data
Neurocomputing
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01 Oct 2020
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doi:10.1016/j.neucom.2020.05.087
Staging Melanocytic Skin Neoplasms Using High-Level Pixel-Based Features
Electronics
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04 Sep 2020
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doi:10.3390/ELECTRONICS9091443
Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks
Advances in Intelligent Systems and C...
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25 Aug 2020
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doi:10.1007/978-3-030-55190-2_36
Multi-χ: Identifying Multiple Authors from Source Code Files
Proceedings on Privacy Enhancing Tech...
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01 Jul 2020
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doi:10.2478/popets-2020-0044
AUToSen: Deep-Learning-Based Implicit Continuous Authentication Using Smartphone Sensors
IEEE Internet of Things Journal
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01 Jun 2020
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doi:10.1109/JIOT.2020.2975779
Intensive Care Unit Mortality Prediction: An Improved Patient-Specific Stacking Ensemble Model
IEEE Access
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01 Jan 2020
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doi:10.1109/ACCESS.2020.3010556
2019
A Comprehensive Medical Decision–Support Framework Based on a Heterogeneous Ensemble Classifier for Diabetes Prediction
Electronics
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05 Jun 2019
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doi:10.3390/electronics8060635
Code authorship identification using convolutional neural networks
Future Generation Computer Systems
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01 Jun 2019
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doi:10.1016/J.FUTURE.2018.12.038
2018
Large-Scale and Language-Oblivious Code Authorship Identification
Proceedings of the 2018 ACM SIGSAC Co...
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15 Oct 2018
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doi:10.1145/3243734.3243738
2017
A Fuzzy Ontology and SVM–Based Web Content Classification System
IEEE Access
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01 Jan 2017
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doi:10.1109/access.2017.2768564
2015
UOIT Keyboard: A Constructive Keyboard for Small Touchscreen Devices
IEEE Transactions on Human-Machine Sy...
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01 Dec 2015
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doi:10.1109/thms.2015.2449309
2012
Collaboration in social network-based information dissemination
2012 IEEE International Conference on...
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01 Jun 2012
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doi:10.1109/ICC.2012.6364127
2009
Software-Based Remote Code Attestation in Wireless Sensor Network
GLOBECOM 2009 - 2009 IEEE Global Tele...
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01 Nov 2009
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doi:10.1109/GLOCOM.2009.5425280
2008
Two-level Key Pool Design-based Random Key Pre-distribution in Wireless Sensor Networks
KSII Transactions on Internet and Inf...
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25 Oct 2008
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doi:10.3837/TIIS.2008.05.001
Computationally Efficient Cooperative Public Key Authentication Protocols in Ubiquitous Sensor Network
Advancements in Distributed Computing...
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[no date info]
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doi:10.4018/978-1-61350-110-8.CH010