Chronological archive
Selected publications by year, 2010 to present. The complete record is on Google Scholar; an earlier list is also maintained on the previous website.
2026
- AgenticCyOps: Securing Multi-Agentic AI Integration in Enterprise Cyber Operations Cited by 14
- Towards neurocognitive-inspired intelligence: From AI’s structural mimicry to human-like functional cognition Cited by 11
- Towards Secure MLOps: Surveying Attacks, Mitigation Strategies, and Research Challenges Cited by 8
- Learning in focus: detecting behavioral and collaborative engagement using vision transformers Cited by 7
- A HIPAA-Compliant Architecture for Agentic Clinical AI Systems Cited by 6
- Bridging the gap: Toward cognitive autonomy in artificial intelligence Cited by 6
- Agentra: A Supervisable Multi-Agent Framework for Enterprise Intrusion Response Cited by 3
- Cognitive Firewall: A Proactive, Zero-Trust, Multi-Gate Framework for LLM Safety Cited by 2
- On the Evaluation of Spiking Neural Network Configurations for Network Intrusion Detection Cited by 2
- Staying on the Attractor: Supervising Neural Surrogates of 3D Turbulence Where They Leave It Cited by 1
- From Protocol to Practice: Graded Sepsis Bundle Compliance and Actionable Insights from Real-World ICU Data Cited by 1
- One Patch Is All You Need: Joint Surface Material Reconstruction and Classification from Minimal Visual Cues Cited by 1
- ACE-TA: An Agentic Teaching Assistant for Grounded Q&A, Quiz Generation, and Code Tutoring Cited by 1
- R-GAT: cancer document classification leveraging graph-based residual network for scenarios with limited data: E. Hossain et al. Cited by 1
- Assembly to quantum compiler Cited by 1
- An Exploratory Study of Agentic Retrieval Augmented Generation for Mental Health Oriented Language Models Cited by 1
- FORESEE-MS: Toward Prospective Spatial Forecasting of Future Multiple Sclerosis Lesions from Baseline FLAIR MRI
- Where Rules End and Judges Begin: Measuring the Judgment Boundary in Multi-Agent Systems Security
- Artificial Intelligence Agents: A Structural Review of Frameworks, Core Components, and Open Challenges
- A GraphRAG Framework for Grounded Reasoning and Safer Mental Health QA
- Can LLMs Reason Over Long Horizons? An Empirical Evaluation of Context Strategies for Longitudinal Clinical Reasoning
- Can We Anticipate Violence? Multimodal Learning from Pre-Incident Behavioral Cues
- A Systematic, Taxonomy-Guided Survey of Predictive Maintenance in Robotic Systems: Fault Detection, Diagnosis, Prognosis, and Fault-Tolerant Control
- CMDO: A Cognitive Memory-Driven Optimization Algorithm for Adaptive Population-Based Search
- Evaluating the NIST Bugs Framework Against CWE as a Successor for Automated Vulnerability Classification
- ChildGaze: A Benchmark Dataset for Collaborative Behavior Understanding in Children
- DARP: A Calibrated Dual-Arm RGB-D-IR Dataset for Multi-View Robotic Perception
- Gated Activation Steering for Reducing Sycophancy & Hallucination in Medical Question Answering
- Agentic AI for Cyber Defense: A Survey of Failure Modes, Applications, and Research Opportunities
- How Compliant is Sepsis Treatment? An Expert-Guided Neuro-symbolic Pipeline for Generating Clinical Compliance Insights
- A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI
- Find Before You Fine-Tune: A Diagnostic Study of Small LLMs for Cybersecurity QA
- Improving Academic Student Success: Using AI Chatbots as Virtual Teaching Assistants in Petroleum Engineering
- Evaluating Transformer and LSTM Frameworks for Prediction in Ungauged Basins
- AI Identification: An Integrated Framework for Sustainable Governance in Digital Enterprises
- Signature Extraction Using Self-Supervised Motif Discovery
- Toward Neurocognitive Intelligence for Assistive Humanoid Robots in Geriatric Care
2025
- Towards a hipaa compliant agentic ai system in healthcare Cited by 44
- Medinsight: A multi-source context augmentation framework for generating patient-centric medical responses using large language models Cited by 43
- RAAD-LLM: Adaptive anomaly detection using LLMs and RAG integration Cited by 31
- FALCON: Autonomous cyber threat intelligence mining with LLMs for IDS rule generation Cited by 25
- Navigating mlops: Insights into maturity, lifecycle, tools, and careers Cited by 25
- Towards secure mlops: Surveying attacks, mitigation strategies, and research challenges Cited by 14
- Twinexplainer: Explaining predictions of an automotive digital twin Cited by 13
- From patient consultations to graphs: Leveraging llms for patient journey knowledge graph construction Cited by 8
- Surformer v1: Transformer-based surface classification using tactile and vision features Cited by 6
- Protein folding and drug discovery using quantum computing’s Grover’s algorithm Cited by 6
- Grover’s algorithm for neural networks Cited by 6
- Llmz+: Contextual prompt whitelist principles for agentic llms Cited by 5
- Surformer v2: A multimodal classifier for surface understanding from touch and vision Cited by 3
- Reforming artificial intelligence: A call for cognitive containment Cited by 3
- IRSDA: An agent-orchestrated framework for enterprise intrusion response Cited by 2
- Patient Journey Ontology: Representing Medical Encounters for Enhanced Patient-Centric Applications Cited by 2
- Quantum binary neural networks for reinforcement learning Cited by 1
- AI Regulation in the US: Lessons from Commodity Futures Legislative Journey and a Perspective CFTC-NFA Model for AI
- Historical Streamflow Reconstruction Using Hydro-Transformer Models with High-Confidence Gage Estimates
- A Chatbot Teaching Assistant for Improving Student Success
- A hybrid approach for pattern recognition and interpretation in age-related false memory
2024
- Explainable predictive maintenance: A survey of current methods, challenges and opportunities Cited by 224
- Security considerations in ai-robotics: A survey of current methods, challenges, and opportunities Cited by 125
- Localintel: Generating organizational threat intelligence from global and local cyber knowledge Cited by 85
- From questions to insightful answers: Building an informed chatbot for university resources Cited by 80
- Patient-centric knowledge graphs: a survey of current methods, challenges, and applications Cited by 66
- Aad-llm: Adaptive anomaly detection using large language models Cited by 62
- CLINICSUM: Utilizing language models for generating clinical summaries from patient-doctor conversations Cited by 23
- A survey on privacy attacks against digital twin systems in AI-robotics Cited by 17
- Transfer learning applied to computer vision problems: survey on current progress, limitations, and opportunities Cited by 17
- Eclectic rule extraction for explainability of deep neural network based intrusion detection systems Cited by 17
- A survey of transformer enabled time series synthesis Cited by 16
- Explainable anomaly detection: Counterfactual driven what-if analysis Cited by 13
- Multivariate data augmentation for predictive maintenance using diffusion Cited by 7
- Poison Attacks and Adversarial Prompts Against an Informed University Virtual Assistant Cited by 5
- Bark plug: The chatgpt of the bagley college of engineering at mississippi state university Cited by 5
- Enhancing explainability and trustworthiness of intrusion detection systems using competitive learning Cited by 3
- Generating Synthetic Time Series Data for Cyber-Physical Systems Cited by 2
- Arrhythmia Detection in ECG Signals: A Novel Framework for Signature Extraction Using Self-Supervised Motif Discovery Cited by 2
- Large Language Models for Engineering Patient Journey Knowledge Graphs Cited by 2
- A Hybrid Expert System for Estimation of the Manufacturability of a Notional Design Cited by 2
- The AI Pentad, the CHARME2D Model, and an Assessment of Current-State AI Regulation Cited by 1
- Medical-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data Cited by 1
- Game Theory Based Model for Predictive Analytics Using Distributed Position Function
- Leveraging Artificial Immune Systems for Semi-supervised Intrusion Detection
- Advancing Generative Model Evaluation: A Novel Algorithm for Realistic Image Synthesis and Comparison in OCR System
2023
- An empirical survey on explainable ai technologies: Recent trends, use-cases, and categories from technical and application perspectives Cited by 120
- Deep representation learning: Fundamentals, technologies, applications, and open challenges Cited by 82
- Scalability, explainability and performance of data-driven algorithms in predicting the remaining useful life: A comprehensive review Cited by 73
- Impacts and risk of generative AI technology on cyber defense Cited by 63
- Generative local interpretable model-agnostic explanations Cited by 18
- Explainable intrusion detection systems using competitive learning techniques Cited by 8
- Quantum algorithm for the traveling salesperson problem Cited by 3
- Superposition partition Cited by 1
- Generative Data Augmentation for Arabic Handwritten Digit Recognition Boosting Real-time OCR Capabilities Cited by 1
- A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries Cited by 1
2022
- Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities Cited by 431
- Creating an explainable intrusion detection system using self organizing maps Cited by 47
- A hybrid ARIMA–WNN approach to model vehicle operating behavior and detect unhealthy states Cited by 38
- Multi-robot directed coverage path planning in row-based environments Cited by 28
- Similarity-based multi-source transfer learning approach for time series classification Cited by 24
- A temporal anomaly detection system for vehicles utilizing functional working groups and sensor channels Cited by 19
- A Multidimensional Game Theory–Based Group Decision Model for Predictive Analytics Cited by 8
- Designing an artificial immune system inspired intrusion detection system Cited by 7
- A white-box adversarial attack against a digital twin Cited by 6
- Sustainable Smart Cities: Theoretical Foundations and Practical Considerations Cited by 3
- An Interpretable Approach to Prediction of Sepsis Using Multivariate Time Series
2021
- A bat-pigeon algorithm to crack detection-enabled autonomous vehicle navigation and mapping Cited by 54
- A Novel Compartmental Model to Capture the Nonlinear Trend of COVID-19 Cited by 34
- Immune system algorithms to environmental exploration of robot navigation and mapping Cited by 27
- A survey of HMM-based algorithms in machinery fault prediction Cited by 26
- A nature-inspired algorithm to adaptively safe navigation of a Covid-19 disinfection robot Cited by 25
- A two-dimensional model for game theory based predictive analytics Cited by 9
- Similarity based methods for faulty pattern detection in predictive maintenance Cited by 8
- Deep learning approaches to remaining useful life prediction: a survey Cited by 8
- Explainable machinery faults prediction using ensemble tree classifiers: Bagging or boosting? Cited by 7
- Empowering Compartmental Modeling With Mobility and Shelter-in-Place Analysis Cited by 4
2020
- Machine learning algorithms in quantum computing: A survey Cited by 193
- High performance computing education: Current challenges and future directions Cited by 65
- A graph-based ant-like approach to optimal path planning Cited by 52
- Prediction of highly volatile cryptocurrency prices using social media Cited by 28
- Toward high performance computing education Cited by 7
- A study of emergency department patient admittance predictors Cited by 1
2019
- Recent Approaches in Prognostics: State of the Art Cited by 26
- Sepsis prediction: an attention-based interpretable approach Cited by 13
- Hospital data interpretation: A self-organizing map approach Cited by 7
- Fuzzy Techniques: Theory and Applications: Proceedings of the 2019 Joint World Congress of the International Fuzzy Systems Association and the Annual Conference of the North … Cited by 3
- Towards a Twitter-Based Prediction Tool for Digital Currency Cited by 3
- Predictive Analytics for Left Without Treatment in the Emergency Departments
2018
- Integration of Z-numbers and Bayesian decision theory: A hybrid approach to decision making under uncertainty and imprecision Cited by 29
- Design of very efficient lookup algorithms for a low diameter hierarchical structured peer-to-peer network Cited by 13
- Secured Data Lookup in LDE Based Low Diameter Structured P2P Network Cited by 9
- Quantitative evaluation of virtual private networks and its implications for communication security in industrial protocols Cited by 4
- Constraint Propagation Tree for the Realization of a Computing with Word Based Question Answering System
- Predicting Social Network Check-in Locations: Noise Impact Reduction for Classification
2017
- SentiCR: A customized sentiment analysis tool for code review interactions Cited by 246
- A hospital recommendation system based on patient satisfaction survey Cited by 55
- Analyzing Facebook activities for personality recognition Cited by 35
- Predictive analytics solution support method and system Cited by 21
- Efficient data lookup in non-DHT based low diameter structured P2P network Cited by 16
- A NOVEL LINEAR DIOPHANTINE EQUATION-BAESD LOW DIAMETER STRUCTURED PEER-TO-PEER NETWORK Cited by 4
- An efficient approach for load-shared and fault-tolerant multicore shared tree multicasting Cited by 2
2016
- Modeling and implementation of Z-number Cited by 46
- LDEPTH: A low diameter hierarchical p2p network architecture Cited by 35
- Towards a patient satisfaction based hospital recommendation system Cited by 30
- Towards patient flow optimization in emergency departments using genetic algorithms Cited by 10
- Bayesian decision making using z-numbers Cited by 7
- Designing a human-machine hybrid computing system for unstructured data analytics Cited by 4
- Locality based core selection for multicore shared tree multicasting Cited by 1
- Candidate core selection for load-balanced multicore shared tree multicasting Cited by 1
- Towards utilization of neurofuzzy systems for taxonomic identification using psittacines as a case study
2015
2014
- A highly efficient RPF-based broadcast protocol using a new two-level pruning mechanism Cited by 19
- Design of structured peer-to-peer networks using linear diophantine equation Cited by 13
- Neuroevolutionary feature selection using neat Cited by 12
- Preana: Game Theory Based Prediction with Reinforcement Learning Cited by 11
- Constraint based staff scheduling optimization: Using single player Monte Carlo tree search Cited by 8
- LSR-Based Static Core Selection in Shared Tree Multicasting Cited by 3
- An evaluation of retranslation methods in computing with words Cited by 1
2013
- Vulnerability scrying method for software vulnerability discovery prediction without a vulnerability database Cited by 86
- An inference engine toolkit for computing with words Cited by 31
- Hierarchical pruning to improve bandwidth utilization of RPF-based broadcasting Cited by 20
- Optimized feature selection using NeuroEvolution of Augmenting Topologies (NEAT) Cited by 6
- Security vulnerabilities: Discovery, prediction, effect, and mitigation Cited by 3
- Revisiting Linguistic Approximation for Computing with Words. Cited by 3
- Towards retranslation of fuzzy values in computing with words Cited by 1
- Bootstrapping learning from abstract models in games
2012
- Analysis of the security of VPN configurations in industrial control environments Cited by 22
- Parallel computing with a Bayesian item response model Cited by 9
- Application of neural network for modeling the coal cleaning performance of the FGX dry separator Cited by 9
- Formalization of Generalized Constraint Language: A Crucial Prelude to Computing With Words Cited by 8
- Network intrusion detection types and computation Cited by 8
- An API for generalized constraint language based expert system Cited by 7
- An Open-Bisimilarity Based Automated Verification Tool for-Calculus Family of Process Calculi Cited by 1
- Deadlock verification of a DPS coordination strategy and its alternative model in pi-calculus Cited by 1
- A low-overhead recovery approach for distributed computing environment
2011
- Tuning computer gaming agents using q-learning Cited by 41
- Cwjess: Implementation of an expert system shell for computing with words Cited by 23
- Security analysis of VPN configurations in industrial control environments Cited by 12
- A pre-kernel agent platform for security assurance Cited by 10
- Finding danger using fuzzy dendritic cells Cited by 9
- Annabell island: a 3d color hexagonal som for visual intrusion detection Cited by 9
- An extension to pi-calculus for performance evaluation Cited by 3
2010
- Soft computing in intrusion detection: the state of the art Cited by 65
- A hybrid expert system for IT security risk assessment Cited by 11
- Covert channel resistant information leakage protection using a multi-agent architecture Cited by 8
- Towards an automated reasoning for computing with words Cited by 4
- Intelligent distributed information systems Cited by 4
- Pseudo Diameter-Based Pruning-A QOS Based Broadcasting for Wide Area Networks. Cited by 4
- Security implications of different virtualization approaches for secure cyber architectures Cited by 3
- SOM with Vulture Fest Model Discovers Feral Malware and Visually Profiles the Security of Subnets. Cited by 3
- Resource constraint mobile agent framework for ambient intelligence Cited by 2
- A novel QOS-based broadcasting scheme for wide area networks Cited by 1
- A High Performance Roll Forward Recovery Agorithm for Ring Networks. Cited by 1
- A Method to Detect, Locate and Mark Brain Tumors Cited by 1
- NPR–A new QoS-based routing protocol for mobile ad-hoc networks Cited by 1