Dr. Tamer ABUHMED is a Tenure-track Associate Professor in the College of Computing and Informatics at Sungkyunkwan University (SKKU), where he has served since September 2019. He is the founder and director of the SKKU Information Research Laboratory (InfoLab). Before joining SKKU, he was an Assistant Professor at Inha University, where he also founded the Software Security Research Laboratory (SecLab). He held visiting scholar positions at Loyola University Chicago (Jan 2023 – Jan 2026), the University of Notre Dame (Jun–Aug 2024), and the University of Chicago (Jun–Aug 2023), and serves as a Technology Consultant for the Gyeonggi-Do Province Government, South Korea.
Research Impact
With over 6,200+ citations, an h-index of 35+, and an i10-index of 65+ (Google Scholar), Dr. Abuhmed’s research has demonstrated significant impact in Systems Security and responsible AI. His publication record includes more than 76+ peer-reviewed journal articles and 25+ conference/chapter papers, with citation growth increasing substantially year-over-year.
Research Interests
- Cybersecurity and Systems Security: AI/ML security and robustness, adversarial machine learning, malware analysis and detection, software security analysis, network security, digital forensics, threat intelligence, cyber threat hunting, continuous authentication, secure mobile and IoT platforms, binary analysis, and vulnerability detection.
- Privacy and Trustworthy AI: data privacy, federated learning security, privacy-preserving machine learning, secure multi-party computation, differential privacy, trustworthy AI systems, interpretable security models, visual attention & interpretation models, and interpretable deep learning.
- AI & Data Science for Social Good: expert systems, clinical decision support systems, deep learning for medical diagnosis, medical time-series analysis, multimodal data fusion, risk assessment, and probabilistic modeling.
Education
- Inha University, Incheon, Republic of Korea (Mar 2007 – Aug 2012)
M.S. and Ph.D. in Computer Engineering
Dissertation: Trustworthy Wireless Sensor Networks Through Software-Based Attestation
Professional Experience
Associate Professor, College of Computing and Informatics
Sungkyunkwan University (SKKU) [Global Rank #87] — Sep 2019 – Present
- Director and Founder of the SKKU Information Research Laboratory (InfoLab)
- Faculty Member: Convergence Security Dept., Forensics Dept., AI System Engineering Dept., Digital Media Communication Engineering Dept.
- Member, Super Sapiens Research Institute Steering Committee
- Technology Consultant, Gyeonggi-Do Province Government, South Korea
Visiting Scholar, Department of Computer Science
Loyola University Chicago — Jan 2023 – Jan 2026
- Member of the AI for Secure Computing Research Lab
- Expert Speaker in the SecureAI Program (Cybersecurity Training for AI Practitioners)
- Research Collaboration in Secure Interpretable AI Systems
Visiting Scholar, Department of Computer Science and Engineering
University of Notre Dame — Jun 2024 – Aug 2024
- Research Collaboration in Software Security
Visiting Scholar, Physical Sciences Division
The University of Chicago — Jun 2023 – Aug 2023
- Research Collaboration in Real-World Medical Diagnostic Challenges
Assistant Professor, Computer Engineering Department
Inha University — Mar 2014 – Sep 2019
- Director and Founder of Software Security Research Laboratory (SecLab)
- Professor, School of Computer Science Engineering, Inha University in Tashkent (IUT)
- Faculty Coordinator/Advisor of the International Student Body
Postdoctoral Researcher / Lecturer, Inha University (Aug 2012 – Feb 2014)
Research Assistant, Information Security Research Laboratory (ISRL), Inha University (Mar 2007 – Aug 2012)
Selected Publications
Security, Trustworthy AI, and Privacy
- A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis. Network and Distributed System Security Symposium (NDSS), 2026.
- Infodeslib: Python Library for Dynamic Ensemble Learning using Late Fusion of Multimodal Data. ACM KDD Workshop on Knowledge-infused Learning (KiL’24), 2024.
- AdvChar: Attacking Interpretable NLP Systems. IEEE Transactions on Information Forensics and Security, 2025.
- SingleADV: Single-Class Target-Specific Attack against Interpretable Deep Learning Systems. IEEE Transactions on Information Forensics and Security, 2024.
- Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses. IEEE Transactions on Dependable and Secure Computing, 2023.
- Stealthy Query-Efficient Opaque Attack Against Interpretable Deep Learning. IEEE Transactions on Reliability, 2025.
- Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Information Fusion, 2023.
- Large-scale and robust code authorship identification with deep feature learning. ACM Transactions on Privacy and Security (TOPS), 2021.
- Multi-χ: Identifying Multiple Authors from Source Code Files. Proceedings on Privacy Enhancing Technologies (PETS), 2020.
- Large-scale and Language-Oblivious Code Authorship Identification. ACM SIGSAC Conference on Computer and Communications Security (CCS), 2018.
AI for Healthcare and Biomedical Applications
- MM-DES: Enhancing Multimodal Clinical Prediction with Joint Contrastive Embeddings and Dynamic Ensembles. International Conference on Pattern Recognition (ICPR), 2026.
- Trustworthy Alzheimer’s diagnosis: Integrating robustness, fairness, and explainability in neuroimaging-based deep ensemble framework. Engineering Applications of Artificial Intelligence, 2026.
- Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention. Knowledge-Based Systems, 2026.
- 4DfCF: 4D fMRI CrossFormer Vision Transformer. IEEE Journal of Biomedical and Health Informatics, 2025.
- Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data. Applied Soft Computing, 2024.
- Alzheimer’s disease diagnosis in the metaverse. Computer Methods and Programs in Biomedicine, 2024.
- Prediction of Alzheimer’s progression based on multimodal deep-learning-based fusion and visual explainability of time-series data. Information Fusion, 2023.
- Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease. Computer Methods and Programs in Biomedicine, 2023.
- 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 Informatics, 2022.
- Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers. Neurocomputing, 2022.
Academic Services
Department and College Service
- [Member] Convergence Security Department
- [Member] Forensic Science Department, Digital Forensics
- [Member] College Artificial Intelligence
- [Host & Organizer] Computer Science Seminar
- [Member] Super Sapiens Research Institute
- [Member] Department of Digital Media Communication Engineering
Journal Reviewer & Guest Editor
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Dependable and Secure Computing
- IEEE Transactions on Image Processing
- IEEE Transactions on Cognitive and Developmental Systems
- IEEE Internet of Things Journal
- IEEE Transactions on Mobile Computing
- ACM Transactions on Privacy and Security
- Elsevier: Expert Systems with Applications · Knowledge-Based Systems · Information Fusion
- Human-centric Computing and Information Sciences (HCIS)
Conference Program Committee / Reviewer
- [2026] ICML, NeurIPS
- [2025] IJCAI
- [2025–2026] ASONAM
- [2022–2023] ECAI
- [2020–2021] CSoNet, PETS
- [2019–2020] ACM CCS
Professional Memberships
- IEEE Senior Member & IEEE Computer Society
- ACM — Association for Computing Machinery
- KICS — Korea Information and Communications Society
- KIISC — Korean Institute of Information Security & Cryptology
Teaching
10+ Years of Teaching Experience (Mar 2014 – Present)
Graduate Courses
- Advanced Topics in Machine Learning
- Machine Learning Security and Robustness
- Trustworthy Machine Learning
- Machine Learning Security
- Special Topics on Information Security
- Advanced Data Analysis
- Machine Learning
Undergraduate Courses
- Fundamentals of Machine Learning
- Introduction to Deep Neural Networks
- Capstone Design
- Computer Security
- Theory of Programming Languages
- Java Programming
- Data Communications
- Assembly Language Programming
- Mobile Programming
- Wireless Communication and Networking
Publications
2026
Toward Trustworthy Digital Healthcare: A System-Level Convergence of IoMT, Large Language Models, and Explainable AI
Information Fusion
·
01 May 2026
·
doi:10.1016/j.inffus.2026.104507
Trustworthy Alzheimer’s diagnosis: Integrating robustness, fairness, and explainability in neuroimaging based deep ensemble framework
Engineering Applications of Artificia...
·
01 May 2026
·
doi:10.1016/j.engappai.2026.114291
GraphShield: Advanced dynamic graph-based malware detection using graph neural networks
Expert Systems with Applications
·
01 Mar 2026
·
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
·
01 Feb 2026
·
doi:10.1016/j.knosys.2025.115104
Robust Multi-Scale 3D Crossformer Model for Multimodal Medical Image Analysis using Volumetric MRI and Structured Data
2026 20th International Conference on...
·
04 Jan 2026
·
doi:10.1109/imcom69009.2026.11360976
Explainable Ensemble Deep Learning Architecture for Fruit Disease Detection for Sustainable Agriculture and Food System Resilience
2026 20th International Conference on...
·
04 Jan 2026
·
doi:10.1109/imcom69009.2026.11360803
Towards Reliable and Interpretable Wheat Disease Diagnosis: Unified Framework Incorporating Vision Transformer and Advanced Object Detection
2026 20th International Conference on...
·
04 Jan 2026
·
doi:10.1109/imcom69009.2026.11360837
A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis
Proceedings 2026 Network and Distribu...
·
01 Jan 2026
·
doi:10.14722/ndss.2026.241872
Smart healthcare: fusion of multimodal medical signals
Cybersecurity for Healthcare Systems ...
·
01 Jan 2026
·
doi:10.1016/b978-0-443-27448-0.00007-x
2025
2025 Index IEEE Transactions on Reliability Vol. 74
IEEE Transactions on Reliability
·
01 Dec 2025
·
doi:10.1109/tr.2025.3646839
Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning
IEEE Transactions on Reliability
·
01 Sep 2025
·
doi:10.1109/TR.2025.3551717
Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches
Computing
·
22 May 2025
·
doi:10.1007/s00607-025-01485-0
Chronic Kidney Disease Detection Augmented with Hybrid Explainable AI
2025 15th International Conference on...
·
12 May 2025
·
doi:10.1109/ICEENG64546.2025.11031335
Bone Densitometry Dataset for Computer Aided Osteoporosis Disease Detection
openRxiv
·
28 Jan 2025
·
doi:10.1101/2025.01.25.24319689
End-to-End Optimized Ensemble Model for Alzheimer's Disease Detection
2025 19th International Conference on...
·
03 Jan 2025
·
doi:10.1109/imcom64595.2025.10857489
Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity
2025 19th International Conference on...
·
03 Jan 2025
·
doi:10.1109/imcom64595.2025.10857574
Leveraging Large Language Models for Smart Pharmacy Systems: Enhancing Drug Safety and Operational Efficiency
2025 19th International Conference on...
·
03 Jan 2025
·
doi:10.1109/imcom64595.2025.10857582
Knowledge Augmented Significant Language Model-Based Chatbot for Explainable Diabetes Mellitus Prediction
2025 19th International Conference on...
·
03 Jan 2025
·
doi:10.1109/imcom64595.2025.10857525
FiSC: A Novel Approach for Fitzpatrick Scale-Based Skin Analyzer’s Image Classification
IEEE Access
·
01 Jan 2025
·
doi:10.1109/ACCESS.2025.3547573
Digital twin and sensor networks for healthcare monitoring frameworks
Sensor Networks for Smart Hospitals
·
01 Jan 2025
·
doi:10.1016/b978-0-443-36370-2.00011-6
AdvChar: Attacking Interpretable NLP Systems
IEEE Transactions on Information Fore...
·
01 Jan 2025
·
doi:10.1109/TIFS.2025.3622073
4DfCF: 4D fMRI CrossFormer Vision Transformer
IEEE Journal of Biomedical and Health...
·
01 Jan 2025
·
doi:10.1109/jbhi.2025.3631655
·
PMID: 41231696
Responsible Artificial Intelligence for Mental Health Disorders: Current Applications and Future Challenges
Journal of Disability Research
·
01 Jan 2025
·
doi:10.57197/JDR-2024-0101
2024
Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications
Artificial Intelligence Review
·
08 Nov 2024
·
doi:10.1007/S10462-024-11005-9
Alzheimer's disease diagnosis in the metaverse
Computer Methods and Programs in Biom...
·
01 Oct 2024
·
doi:10.1016/j.cmpb.2024.108348
·
PMID: 39067138
Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model
Information
·
24 Sep 2024
·
doi:10.3390/info15100583
Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data
Applied Soft Computing
·
01 Sep 2024
·
doi:10.1016/J.ASOC.2024.111749
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses
IEEE Transactions on Dependable and S...
·
01 Jul 2024
·
doi:10.1109/TDSC.2023.3341090
MotionID: Towards practical behavioral biometrics-based implicit user authentication on smartphones
Pervasive and Mobile Computing
·
01 Jul 2024
·
doi:10.1016/j.pmcj.2024.101922
Integrating Digital Twin Technology with Dynamic Ensemble Learning for Sepsis Prediction in Intensive Care Units
Journal of Intelligence and Informati...
·
30 Jun 2024
·
doi:10.13088/jiis.2024.30.2.025
The Impact of Model Variations on the Robustness of Deep Learning Models in Adversarial Settings
2024 Silicon Valley Cybersecurity Con...
·
17 Jun 2024
·
doi:10.1109/SVCC61185.2024.10637362
Unmasking the Vulnerabilities of Deep Learning Models: A Multi-Dimensional Analysis of Adversarial Attacks and Defenses
2024 Silicon Valley Cybersecurity Con...
·
17 Jun 2024
·
doi:10.1109/SVCC61185.2024.10637364
Integrating Digital Twin Technology with Dynamic Ensemble Learning for Sepsis Prediction in Intensive Care Units
지능정보연구
·
01 Jun 2024
·
doi:http://dx.doi.org/10.13088/jiis.2024.30.2.025
Spatial mapping of land susceptibility to dust emissions using optimization of attentive Interpretable Tabular Learning (TabNet) model
Journal of Environmental Management
·
01 May 2024
·
doi:10.1016/J.JENVMAN.2024.120682
·
PMID: 38670008
Temporal dynamics of urban gas pipeline risks
Scientific Reports
·
06 Mar 2024
·
doi:10.1038/S41598-024-56136-9
·
PMID: 38448517
·
PMCID: PMC10918077
A dynamic fuzzy rule-based inference system using fuzzy inference with semantic reasoning
Scientific Reports
·
21 Feb 2024
·
doi:10.1038/s41598-024-54065-1
·
PMID: 38383597
·
PMCID: PMC10881567
Explainable Dynamic Ensemble Framework for Classification Based on the Late Fusion of Heterogeneous Multimodal Data
Intelligent Systems and Applications
·
01 Jan 2024
·
doi:https://doi.org/10.1007/978-3-031-47715-7_38
From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings
arXiv preprint arXiv:2405.01963
·
01 Jan 2024
·
arxiv:https://arxiv.org/abs/2405.01963
Impact of architectural modifications on deep learning adversarial robustness
arXiv preprint arXiv:2405.01934
·
01 Jan 2024
·
arxiv:https://arxiv.org/abs/2405.01934
SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems
IEEE Transactions on Information Fore...
·
01 Jan 2024
·
doi:10.1109/TIFS.2024.3407652
2023
Time-series visual explainability for Alzheimer’s disease progression detection for smart healthcare
Alexandria Engineering Journal
·
01 Nov 2023
·
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
·
01 Nov 2023
·
doi:10.1016/j.inffus.2023.101805
LSTM deep learning model for Alzheimer’s disease prediction based on cost-effective time series cognitive scores
2023 5th Novel Intelligent and Leadin...
·
21 Oct 2023
·
doi:10.1109/niles59815.2023.10296640
Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data
Scientific Reports
·
28 Sep 2023
·
doi:10.1038/s41598-023-42796-6
·
PMID: 37770490
·
PMCID: PMC10539296
DrugMechDB: A Curated Database of Drug Mechanisms
Scientific Data
·
16 Sep 2023
·
doi:10.1038/s41597-023-02534-z
·
PMID: 37717042
·
PMCID: PMC10505144
Author Correction: A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images
Scientific Reports
·
04 Sep 2023
·
doi:10.1038/S41598-023-41661-W
·
PMID: 37666913
·
PMCID: PMC10477192
TruMuzic: A Deep Learning and Data Provenance-Based Approach to Evaluating the Authenticity of Music
Applied Sciences
·
19 Aug 2023
·
doi:10.3390/app13169425
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals
Computer-Aided Civil and Infrastructu...
·
01 Aug 2023
·
doi:10.1111/MICE.13015
A Dynamic Fuzzy Rule-Based Inference System: Fuzzy Inference with Semantic Reasoning
Research Square Platform LLC
·
17 Jul 2023
·
doi:10.21203/rs.3.rs-3128427/v1
Underwater Image Restoration and Enhancement: A Comprehensive Review of Recent Trends, Challenges, and Applications
MDPI AG
·
10 Jul 2023
·
doi:10.20944/preprints202307.0585.v1
Wildfire Susceptibility Mapping Using Deep Learning Algorithms in Two Satellite Imagery Dataset
Forests
·
28 Jun 2023
·
doi:10.3390/f14071325
Association study between drug prescriptions and Alzheimer’s disease claims in a commercial insurance database
Alzheimer's Research & Therapy
·
24 Jun 2023
·
doi:10.1186/s13195-023-01255-0
·
PMID: 37355615
·
PMCID: PMC10290352
Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis
IEEE Transactions on Network and Serv...
·
01 Jun 2023
·
doi:10.1109/TNSM.2022.3200741
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease
Computer Methods and Programs in Biom...
·
01 Jun 2023
·
doi:10.1016/j.cmpb.2023.107495
·
PMID: 37003039
Schema Playground: a tool for authoring, extending, and using metadata schemas to improve FAIRness of biomedical data
BMC Bioinformatics
·
20 Apr 2023
·
doi:10.1186/s12859-023-05258-4
·
PMID: 37081398
·
PMCID: PMC10116472
Enabling profile updates through the Data Discovery Engine (DDE)
Center for Open Science
·
03 Apr 2023
·
doi:10.37044/osf.io/3b9gp
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data
Information Fusion
·
01 Apr 2023
·
doi:10.1016/J.INFFUS.2022.11.028
Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models
Applied Sciences
·
20 Mar 2023
·
doi:10.3390/app13063937
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges
Artificial Intelligence Review
·
12 Mar 2023
·
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
·
16 Jan 2023
·
doi:10.1038/s41598-023-27815-w
·
PMID: 36646735
·
PMCID: PMC9842654
Real-time human detection and behavior recognition using low-cost hardware
2023 17th International Conference on...
·
03 Jan 2023
·
doi:10.1109/imcom56909.2023.10035603
An approach for collaborative development of a federated biomedical knowledge graph-based question-answering system: Question-of-the-Month challenges
Journal of Clinical and Translational...
·
01 Jan 2023
·
doi:10.1017/cts.2023.619
·
PMID: 37900350
·
PMCID: PMC10603356
Early Detection of Alzheimer’s Disease Based on Laplacian Re-Decomposition and XGBoosting
Computer Systems Science and Engineering
·
01 Jan 2023
·
doi:10.32604/csse.2023.036371
Single-Class Target-Specific Attack against Interpretable Deep Learning Systems
·
01 Jan 2023
·
arxiv:2307.06484
Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems
·
01 Jan 2023
·
arxiv:2307.06496
Unveiling vulnerabilities in interpretable deep learning systems with query-efficient black-box attacks
·
01 Jan 2023
·
arxiv:2307.11906
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...
·
01 Dec 2022
·
doi:10.1109/JBHI.2022.3202178
·
PMID: 36037451
AR Search Engine: Semantic Information Retrieval for Augmented Reality Domain
Sustainability
·
25 Nov 2022
·
doi:10.3390/su142315681
Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers
Neurocomputing
·
01 Nov 2022
·
doi:10.1016/j.neucom.2022.09.009
Developing a standardized but extendable framework to increase the findability of infectious disease datasets
openRxiv
·
13 Oct 2022
·
doi:10.1101/2022.10.10.511492
AHA-AO: Artificial Hummingbird Algorithm with Aquila Optimization for Efficient Feature Selection in Medical Image Classification
Applied Sciences
·
27 Sep 2022
·
doi:10.3390/app12199710
Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping
International Journal of Applied Eart...
·
01 Aug 2022
·
doi:10.1016/J.JAG.2022.102854
An approach for measuring spatial similarity among COVID-19 epicenters
Geo-spatial Information Science
·
05 Jul 2022
·
doi:10.1080/10095020.2022.2088303
Outbreak.info genomic reports: scalable and dynamic surveillance of SARS-CoV-2 variants and mutations
Springer Science and Business Media LLC
·
28 Jun 2022
·
doi:10.21203/rs.3.rs-1723829/v1
·
PMID: 35794893
·
PMCID: PMC9258294
Outbreak.info Research Library: A standardized, searchable platform to discover and explore COVID-19 resources
Springer Science and Business Media LLC
·
28 Jun 2022
·
doi:10.21203/rs.3.rs-1723808/v1
Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science
Clinical and Translational Science
·
06 Jun 2022
·
doi:10.1111/cts.13302
·
PMID: 36125173
·
PMCID: PMC9372416
MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits
Proceedings of the 1st Workshop on Cy...
·
30 May 2022
·
doi:10.1145/3494108.3522768
Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527278
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527283
Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527294
Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic
Electronics
·
22 May 2022
·
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
·
08 May 2022
·
doi:10.1007/s00521-022-07263-9
Crystal structure guided machine learning for the discovery and design of intrinsically hard materials
Journal of Materiomics
·
01 May 2022
·
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
·
27 Feb 2022
·
doi:10.3390/math10050766
Age-hardening behavior guided by the multi-objective evolutionary algorithm and machine learning
Journal of Alloys and Compounds
·
01 Feb 2022
·
doi:10.1016/j.jallcom.2021.162104
Outbreak.info genomic reports: scalable and dynamic surveillance of SARS-CoV-2 variants and mutations
openRxiv
·
29 Jan 2022
·
doi:10.1101/2022.01.27.22269965
An Enhanced Grey Wolf Optimizer with a Velocity-Aided Global Search Mechanism
Mathematics
·
24 Jan 2022
·
doi:10.3390/math10030351
An IoT-Based Approach for Learning Geometric Shapes in Early Childhood
IEEE Access
·
01 Jan 2022
·
doi:10.1109/ACCESS.2022.3229440
Interpretations cannot be trusted: Stealthy and effective adversarial perturbations against interpretable deep learning
·
01 Jan 2022
·
arxiv:2211.15926
2021
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning
Neural Computing and Applications
·
03 Nov 2021
·
doi:10.1007/s00521-021-06631-1
A Short Review on the Machine Learning-Guided Oxygen Uptake Prediction for Sport Science Applications
Electronics
·
13 Aug 2021
·
doi:10.3390/electronics10161956
An Extended Semantic Interoperability Model for Distributed Electronic Health Record Based on Fuzzy Ontology Semantics
Electronics
·
19 Jul 2021
·
doi:10.3390/electronics10141733
Large-scale and Robust Code Authorship Identification with Deep Feature Learning
ACM Transactions on Privacy and Security
·
19 Jul 2021
·
doi:10.1145/3461666
Machine learning-aided design of aluminum alloys with high performance
Materials Today Communications
·
01 Mar 2021
·
doi:10.1016/j.mtcomm.2020.101897
Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data
Future Generation Computer Systems
·
01 Feb 2021
·
doi:10.1016/j.future.2020.10.005
Robust hybrid deep learning models for Alzheimer’s progression detection
Knowledge-Based Systems
·
01 Feb 2021
·
doi:10.1016/j.knosys.2020.106688
Semantically intelligent clinical decision support system for diabetes mellitus treatment
·
18 Jan 2021
·
authenticusid:1020200029747
Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks
Intelligent Systems and Applications
·
01 Jan 2021
·
doi:https://doi.org/10.1007/978-3-030-55190-2_36
A Comprehensive Fuzzy Ontology-Based Decision Support System for Alzheimer’s Disease Diagnosis
IEEE Access
·
01 Jan 2021
·
doi:10.1109/access.2020.3048435
An intelligent healthcare monitoring framework using wearable sensors and social networking data
Future Generation Computer Systems
·
01 Jan 2021
·
doi:10.1016/j.future.2020.07.047
An Exploration of Geo-temporal Characteristics of Users' Reactions on Social Media During the Pandemic
·
01 Jan 2021
·
arxiv:arXiv:2103.13032v1
Timing and Classification of Patellofemoral Osteoarthritis Patients Using Fast Large Margin Classifier
Computers, Materials & Continua
·
01 Jan 2021
·
doi:10.32604/cmc.2021.014446
The Role of Medication Data to Enhance the Prediction of Alzheimer’s Progression Using Machine Learning
Computational Intelligence and Neuros...
·
01 Jan 2021
·
doi:10.1155/2021/8439655
·
PMID: 34603436
·
PMCID: PMC8481044
Alzheimer’s Disease Diagnosis Based on a Semantic Rule-Based Modeling and Reasoning Approach
Computers, Materials & Continua
·
01 Jan 2021
·
doi:10.32604/cmc.2021.019069
AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning
Lecture Notes in Computer Science
·
01 Jan 2021
·
doi:10.1007/978-3-030-91434-9_9
Classification and Analysis of Android Malware Images Using Feature Fusion Technique
IEEE Access
·
01 Jan 2021
·
doi:10.1109/ACCESS.2021.3090998
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions
IEEE Access
·
01 Jan 2021
·
doi:10.1109/ACCESS.2021.3052870
2020
2020 Index IEEE Internet of Things Journal Vol. 7
IEEE Internet of Things Journal
·
01 Dec 2020
·
doi:10.1109/jiot.2020.3046055
A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
Information Fusion
·
01 Nov 2020
·
doi:10.1016/j.inffus.2020.06.008
Contextual Identification of Windows Malware through Semantic Interpretation of API Call Sequence
Applied Sciences
·
30 Oct 2020
·
doi:10.3390/app10217673
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends
Mathematics
·
24 Oct 2020
·
doi:10.3390/math8111863
Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data
Neurocomputing
·
01 Oct 2020
·
doi:10.1016/j.neucom.2020.05.087
Staging Melanocytic Skin Neoplasms Using High-Level Pixel-Based Features
Electronics
·
04 Sep 2020
·
doi:10.3390/electronics9091443
End-To-End Deep Learning Framework for Coronavirus (COVID-19) Detection and Monitoring
Electronics
·
03 Sep 2020
·
doi:10.3390/electronics9091439
Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks
Advances in Intelligent Systems and C...
·
25 Aug 2020
·
doi:10.1007/978-3-030-55190-2_36
An Approach for Measuring Spatial Similarity Among COVID-19 Epicenters
Springer Science and Business Media LLC
·
04 Aug 2020
·
doi:10.21203/rs.3.rs-49216/v1
Multi-χ: Identifying Multiple Authors from Source Code Files
Proceedings on Privacy Enhancing Tech...
·
01 Jul 2020
·
doi:10.2478/popets-2020-0044
A Semantic Approach for Extracting Medical Association Rules
International Journal of Intelligent ...
·
30 Jun 2020
·
doi:10.22266/ijies2020.0630.26
A Real-time Framework for Patient Monitoring Systems based on a Wireless Body Area Network
International Journal of Computer App...
·
18 Jun 2020
·
doi:10.5120/ijca2020920274
AUToSen: Deep-Learning-Based Implicit Continuous Authentication Using Smartphone Sensors
IEEE Internet of Things Journal
·
01 Jun 2020
·
doi:10.1109/JIOT.2020.2975779
Data validation and schema interoperability
Center for Open Science
·
07 Apr 2020
·
doi:10.37044/osf.io/8qdse
Functional Annotation of the Transcriptome of the Pig, Sus scrofa, Based Upon Network Analysis of an RNAseq Transcriptional Atlas
Frontiers in Genetics
·
14 Feb 2020
·
doi:10.3389/fgene.2019.01355
·
PMID: 32117413
·
PMCID: PMC7034361
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
IEEE Access
·
01 Jan 2020
·
doi:10.1109/access.2020.3042273
Advancing Modern Healthcare With Nanotechnology, Nanobiosensors, and Internet of Nano Things: Taxonomies, Applications, Architecture, and Challenges
IEEE Access
·
01 Jan 2020
·
doi:10.1109/access.2020.2984269
A semantic interoperability framework for distributed electronic health record based on fuzzy ontology
International Journal of Medical Engi...
·
01 Jan 2020
·
doi:10.1504/ijmei.2020.107081
A framework for disease diagnosis based on fuzzy semantic ontology approach
International Journal of Medical Engi...
·
01 Jan 2020
·
doi:10.1504/ijmei.2020.109942
A Three-Step Authentication Model for Mobile Phone User Using Keystroke Dynamics
IEEE Access
·
01 Jan 2020
·
doi:10.1109/access.2020.3008019
A Proposed Frequent Itemset Discovery Algorithm Based on Item Weights and Uncertainty
International Journal of Sociotechnol...
·
01 Jan 2020
·
doi:10.4018/ijskd.2020010106
Quality of Service Provisioning for Heterogeneous Services in Cognitive Radio-Enabled Internet of Things
IEEE Transactions on Network Science ...
·
01 Jan 2020
·
doi:10.1109/tnse.2018.2877646
Intensive Care Unit Mortality Prediction: An Improved Patient-Specific Stacking Ensemble Model
IEEE Access
·
01 Jan 2020
·
doi:10.1109/ACCESS.2020.3010556
2019
Time-resolved evaluation of compound repositioning predictions on a text-mined knowledge network
BMC Bioinformatics
·
01 Dec 2019
·
doi:10.1186/s12859-019-3297-0
·
PMID: 31829175
·
PMCID: PMC6907279
Benchmarking large-scale data management for Internet of Things
The Journal of Supercomputing
·
10 Sep 2019
·
doi:10.1007/s11227-019-02984-6
Position β57 of I-A
g7
controls early anti-insulin responses in NOD mice, linking an MHC susceptibility allele to type 1 diabetes onset
Science Immunology
·
02 Aug 2019
·
doi:10.1126/sciimmunol.aaw6329
·
PMID: 31471352
·
PMCID: PMC6816460
A Comprehensive Medical Decision–Support Framework Based on a Heterogeneous Ensemble Classifier for Diabetes Prediction
Electronics
·
05 Jun 2019
·
doi:10.3390/electronics8060635
Aligning Needs: Integrating Citizen Science Efforts into Schools Through Service Requirements.
Human Computation
·
02 Jun 2019
·
doi:10.15346/hc.v6i1.4
Transportation sentiment analysis using word embedding and ontology-based topic modeling
Knowledge-Based Systems
·
01 Jun 2019
·
doi:10.1016/j.knosys.2019.02.033
Code authorship identification using convolutional neural networks
Future Generation Computer Systems
·
01 Jun 2019
·
doi:10.1016/j.future.2018.12.038
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard
BMC Medical Informatics and Decision ...
·
10 May 2019
·
doi:10.1186/s12911-019-0806-z
·
PMID: 31077222
·
PMCID: PMC6511155
Applying Citizen Science to Gene, Drug, Disease Relationship Extraction from Biomedical Abstracts
openRxiv
·
28 Feb 2019
·
doi:10.1101/564187
Reasoning methodologies in clinical decision support systems: A literature review
U-Healthcare Monitoring Systems
·
01 Jan 2019
·
doi:10.1016/b978-0-12-815370-3.00004-9
Ontology-based electronic health record semantic interoperability: A survey
U-Healthcare Monitoring Systems
·
01 Jan 2019
·
doi:10.1016/b978-0-12-815370-3.00013-x
Ontology enhanced fuzzy clinical decision support system
U-Healthcare Monitoring Systems
·
01 Jan 2019
·
doi:10.1016/b978-0-12-815370-3.00007-4
Mobile Health Technologies for Diabetes Mellitus: Current State and Future Challenges
IEEE Access
·
01 Jan 2019
·
doi:10.1109/access.2018.2881001
A unified fuzzy ontology for distributed electronic health record semantic interoperability
U-Healthcare Monitoring Systems
·
01 Jan 2019
·
doi:10.1016/b978-0-12-815370-3.00014-1
A Fuzzy Ontological Infrastructure for Semantic Interoperability in Distributed Electronic Health Record
Intelligent Automation and Soft Compu...
·
01 Jan 2019
·
doi:10.31209/2019.100000151
2018
A Fibrosis Diagnosis Clinical Decision Support System Using Fuzzy Knowledge
Arabian Journal for Science and Engin...
·
13 Dec 2018
·
doi:10.1007/s13369-018-3670-8
Using single cell analysis for translational studies in immune mediated diseases: Opportunities and challenges
Molecular Immunology
·
01 Nov 2018
·
doi:10.1016/j.molimm.2018.09.020
·
PMID: 30300798
·
PMCID: PMC6258053
Association study of long-term kidney transplant rejection using whole-exome sequencing
openRxiv
·
16 Oct 2018
·
doi:10.1101/444497
Large-Scale and Language-Oblivious Code Authorship Identification
Proceedings of the 2018 ACM SIGSAC Co...
·
15 Oct 2018
·
doi:10.1145/3243734.3243738
Feature-based Transportation Sentiment Analysis Using Fuzzy Ontology and SentiWordNet
2018 International Conference on Info...
·
01 Oct 2018
·
doi:10.1109/ictc.2018.8539607
Priority-Based Cloud Computing Architecture for Multimedia-Enabled Heterogeneous Vehicular Users
Journal of Advanced Transportation
·
27 Sep 2018
·
doi:10.1155/2018/6235379
The Healthy Pregnancy Research Program: transforming pregnancy research through a ResearchKit app
npj Digital Medicine
·
05 Sep 2018
·
doi:10.1038/s41746-018-0052-2
·
PMID: 31304325
·
PMCID: PMC6550256
SNOMED CT standard ontology based on the ontology for general medical science
BMC Medical Informatics and Decision ...
·
31 Aug 2018
·
doi:10.1186/s12911-018-0651-5
·
PMID: 30170591
·
PMCID: PMC6119323
Triflic acid treatment enables LC-MS/MS analysis of insoluble bacterial biomass
openRxiv
·
11 Jul 2018
·
doi:10.1101/367599
A case-base fuzzification process: diabetes diagnosis case study
Soft Computing
·
30 May 2018
·
doi:10.1007/s00500-018-3245-3
A framework for chronic kidney disease diagnosis based on case based reasoning
International Journal of Advanced Com...
·
26 Mar 2018
·
doi:10.19101/ijacr.2018.834003
DMTO: a realistic ontology for standard diabetes mellitus treatment
Journal of Biomedical Semantics
·
06 Feb 2018
·
doi:10.1186/s13326-018-0176-y
·
PMID: 29409535
·
PMCID: PMC5800094
Cross-linking BioThings APIs through JSON-LD to facilitate knowledge exploration
BMC Bioinformatics
·
01 Feb 2018
·
doi:10.1186/s12859-018-2041-5
·
PMID: 29390967
·
PMCID: PMC5796402
Clinical Decision Support System for Liver Fibrosis Prediction in Hepatitis Patients: A Case Comparison of Two Soft Computing Techniques
IEEE Access
·
01 Jan 2018
·
doi:10.1109/access.2018.2868802
An Ontology-Based Interpretable Fuzzy Decision Support System for Diabetes Diagnosis
IEEE Access
·
01 Jan 2018
·
doi:10.1109/access.2018.2852004
2017
Distributed electronic health record based on semantic interoperability using fuzzy ontology: a survey
International Journal of Computers an...
·
28 Dec 2017
·
doi:10.1080/1206212x.2017.1418237
Science Game Lab: tool for the unification of biomedical games with a purpose
openRxiv
·
10 Jul 2017
·
doi:10.1101/156141
Dysregulated circadian rhythm pathway in human osteoarthritis: NR1D1 and BMAL1 suppression alters TGF-β signaling in chondrocytes
Osteoarthritis and Cartilage
·
01 Jun 2017
·
doi:10.1016/j.joca.2016.11.007
·
PMID: 27884645
·
PMCID: PMC5438901
A fuzzy ontology modeling for case base knowledge in diabetes mellitus domain
Engineering Science and Technology, a...
·
01 Jun 2017
·
doi:10.1016/j.jestch.2017.03.009
EXPLANe: An Extensible Framework for Poster Annotation with Mobile Devices
openRxiv
·
29 Mar 2017
·
doi:10.1101/121178
Quantitative Metaproteomics and Activity-Based Probe Enrichment Reveals Significant Alterations in Protein Expression from a Mouse Model of Inflammatory Bowel Disease
Journal of Proteome Research
·
23 Jan 2017
·
doi:10.1021/acs.jproteome.6b00938
·
PMID: 28052195
·
PMCID: PMC5441882
Merged Ontology and SVM-Based Information Extraction and Recommendation System for Social Robots
IEEE Access
·
01 Jan 2017
·
doi:10.1109/access.2017.2718038
A Fuzzy Ontology and SVM–Based Web Content Classification System
IEEE Access
·
01 Jan 2017
·
doi:10.1109/access.2017.2768564
2016
Citizen Science for Mining the Biomedical Literature
Citizen Science: Theory and Practice
·
31 Dec 2016
·
doi:10.5334/cstp.56
·
PMID: 30416754
·
PMCID: PMC6226017
Suppression of REDD1 in osteoarthritis cartilage, a novel mechanism for dysregulated mTOR signaling and defective autophagy
Osteoarthritis and Cartilage
·
01 Sep 2016
·
doi:10.1016/j.joca.2016.04.015
·
PMID: 27118398
·
PMCID: PMC4992644
Data-Driven Approach To Determine Popular Proteins for Targeted Proteomics Translation of Six Organ Systems
Journal of Proteome Research
·
19 Jul 2016
·
doi:10.1021/acs.jproteome.6b00095
·
PMID: 27356587
·
PMCID: PMC5120959
Medical Case Based Reasoning Frameworks
International Journal of Decision Sup...
·
01 Jul 2016
·
doi:10.4018/ijdsst.2016070103
An encoding methodology for medical knowledge using SNOMED CT ontology
Journal of King Saud University - Com...
·
01 Jul 2016
·
doi:10.1016/j.jksuci.2015.10.002
Extending gene ontology in the context of extracellular RNA and vesicle communication
Journal of Biomedical Semantics
·
12 Apr 2016
·
doi:10.1186/s13326-016-0061-5
·
PMID: 27076901
·
PMCID: PMC4830068
Citizen Science for Mining the Biomedical Literature
openRxiv
·
27 Jan 2016
·
doi:10.1101/038083
2015
MyGene.info and MyVariant.info: Gene and Variant Annotation Query Services
openRxiv
·
30 Dec 2015
·
doi:10.1101/035667
Reviewer Summary for Transactions on Image Processing
IEEE Transactions on Image Processing
·
01 Dec 2015
·
doi:10.1109/tip.2015.2488780
UOIT Keyboard: A Constructive Keyboard for Small Touchscreen Devices
IEEE Transactions on Human-Machine Sy...
·
01 Dec 2015
·
doi:10.1109/thms.2015.2449309
A fuzzy-ontology-oriented case-based reasoning framework for semantic diabetes diagnosis
Artificial Intelligence in Medicine
·
01 Nov 2015
·
doi:10.1016/j.artmed.2015.08.003
·
PMID: 26303105
OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
BMC Medical Genomics
·
21 May 2015
·
doi:10.1186/s12920-015-0095-z
·
PMID: 25989980
·
PMCID: PMC4494802
The nicotinic α6 subunit gene determines variability in chronic pain sensitivity via cross-inhibition of P2X2/3 receptors
Science Translational Medicine
·
13 May 2015
·
doi:10.1126/scitranslmed.3009986
·
PMID: 25972004
·
PMCID: PMC5018401
A CBR system for diabetes mellitus diagnosis: case-base standard data model
International Journal of Medical Engi...
·
01 Jan 2015
·
doi:10.1504/ijmei.2015.070116
2014
A standard fragment of EHR relational data model for diabetes mellitus diagnosis
2014 9th International Conference on ...
·
01 Dec 2014
·
doi:10.1109/infos.2014.7036701
A proposed SNOMED CT ontology-based encoding methodology for diabetes diagnosis case-base
2014 9th International Conference on ...
·
01 Dec 2014
·
doi:10.1109/icces.2014.7030954
MICROTASK CROWDSOURCING FOR DISEASE MENTION ANNOTATION IN PUBMED ABSTRACTS
Biocomputing 2015
·
01 Nov 2014
·
doi:10.1142/9789814644730_0028
MyGene.info: gene annotation query as a service
openRxiv
·
18 Sep 2014
·
doi:10.1101/009332
Functional expression of dental plaque microbiota
Frontiers in Cellular and Infection M...
·
14 Aug 2014
·
doi:10.3389/fcimb.2014.00108
·
PMID: 25177549
·
PMCID: PMC4132376
Coxsackievirus B Exits the Host Cell in Shed Microvesicles Displaying Autophagosomal Markers
PLoS Pathogens
·
10 Apr 2014
·
doi:10.1371/journal.ppat.1004045
·
PMID: 24722773
·
PMCID: PMC3983045
Integrated platform for functional monitoring of biomimetic heart sheets derived from human pluripotent stem cells
Biomaterials
·
01 Jan 2014
·
doi:10.1016/j.biomaterials.2013.10.007
·
PMID: 24144905
·
PMCID: PMC9300448
EHR Data Preparation for Case Based Reasoning Construction
Communications in Computer and Inform...
·
01 Jan 2014
·
doi:10.1007/978-3-319-13461-1_45
A distributed clinical decision support system architecture
Journal of King Saud University - Com...
·
01 Jan 2014
·
doi:10.1016/j.jksuci.2013.03.005
2013
Ten Simple Rules for Cultivating Open Science and Collaborative R&D
PLoS Computational Biology
·
26 Sep 2013
·
doi:10.1371/journal.pcbi.1003244
·
PMID: 24086123
·
PMCID: PMC3784487
Deep Sequencing of the Murine Igh Repertoire Reveals Complex Regulation of Nonrandom V Gene Rearrangement Frequencies
The Journal of Immunology
·
01 Sep 2013
·
doi:10.4049/jimmunol.1301279
·
PMID: 23898036
·
PMCID: PMC3778908
2012
Collaboration in social network-based information dissemination
2012 IEEE International Conference on...
·
01 Jun 2012
·
doi:10.1109/ICC.2012.6364127
2011
2010
Screening the mammalian extracellular proteome for regulators of embryonic human stem cell pluripotency
Proceedings of the National Academy o...
·
23 Feb 2010
·
doi:10.1073/pnas.0914019107
·
PMID: 20133595
·
PMCID: PMC2840467
2009
Software-Based Remote Code Attestation in Wireless Sensor Network
GLOBECOM 2009 - 2009 IEEE Global Tele...
·
01 Nov 2009
·
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...
·
25 Oct 2008
·
doi:10.3837/TIIS.2008.05.001
A survey on deep packet inspection for intrusion detection systems
Magazine of Korea Telecommunication S...
·
01 Jan 2008
·
arxiv:arXiv:0803.0037v1
2007
2006
An efficient rapid system for profiling the cellular activities of molecular libraries
Proceedings of the National Academy o...
·
21 Feb 2006
·
doi:10.1073/pnas.0511292103
·
PMID: 16492761
·
PMCID: PMC1413928
2005
2004
2002
Large Scale Molecular Analysis Identifies Genes with Altered Expression in Salivary Adenoid Cystic Carcinoma
The American Journal of Pathology
·
01 Oct 2002
·
doi:10.1016/S0002-9440(10)64408-2
·
PMID: 12368205
2001
Computationally Efficient Cooperative Public Key Authentication Protocols in Ubiquitous Sensor Network
Advancements in Distributed Computing...
·
[no date info]
·
doi:10.4018/978-1-61350-110-8.ch010