# positions[].organizations[].label
Electrical and Computer Engineering (Qatar)

# overview
My research interests are in the areas of control and systems engineering. Specific research topics include:

Measurement-based control.

System identification and estimation.

Monitoring and fault detection.

Genomics and bio-systems.

Control of time-delay systems.

Multi-scale techniques for modeling and control.

Adaptive and intelligent control.

Fuzzy systems for modeling and control.

Model-based predictive control.

# keywords[]
Online Reduced Kernel Generalized Likelihood Ratio Test

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Iterated Square Root Central Difference Kalman Filter

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
Grid Connected Photovoltaic (gcpv) Systems

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
Networking And Information Technology R&d

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
Networking And Information Technology R&d

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
Kernel Principal Component Analysis (k-pca)

# keywords[]
Partial Kernel Principal Component Analysis (pkpca)

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
Bidirectional Long Short Term Memory (bilstm)

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
Exponentially Weighted Moving Average (ewma)

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
3214 Pharmacology And Pharmaceutical Sciences

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
1.5 Resources And Infrastructure (underpinning)

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Iterated Square-root Central Difference Kalman Filter

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
3102 Bioinformatics And Computational Biology

# keywords[]
Generalized Likelihood Ratio Test (glrt)

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Continuously Stirred Tank Reactor (cstr)

# keywords[]
Kernel Generalized Likelihood Ratio (kglrt)

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
Exponentially Weighted Moving Average (ewma)

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Leak Detection And Localization Technology

# keywords[]
Online Reduced Kernel Generalized Likelihood Ratio Test

# keywords[]
Networking And Information Technology R&d

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
Reduced Kernel Principal Component Analysis

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Kpca Based Kernel Density Estimation (kde)

# keywords[]
Interval Gaussian Process Regression (igpr)

# keywords[]
Reduced Kernel Principal Component Analysis (rkpca)

# keywords[]
2.5 Research Design And Methodologies (aetiology)

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
Kernel Principal Component Analysis (kpca)

# keywords[]
Fast And Elitist Multi-objective Genetic Algorithm

# educationAndTraining[].organization.label
The Ohio State University - (Columbus, Ohio, United States)

# educationAndTraining[].organization.label
Texas A&M University - (College Station, Texas, United States)

# educationAndTraining[].organization.label
The Ohio State University - (Columbus, Ohio, United States)

# publications[].label
An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers

# publications[].label
Model-free fuzzy intervention in biological phenomena

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Online statistical hypothesis test for leak detection in water distribution networks

# publications[].label
Monitoring of Wastewater Treatment Plants using Improved Univariate Statistical Strategy

# publications[].label
Multiscale based nonlinear fault detection of industrial processes

# publications[].label
An Effective Fault Diagnosis Technique for Wind Energy Conversion Systems Based on an Improved Particle Swarm Optimization

# publications[].label
Enhanced fault diagnosis of wind energy conversion systems using ensemble learning based on sine cosine algorithm

# publications[].label
Monitoring of chemical processes using improved multiscale KPCA

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Recursive kernel PCA-based GLRT for Fault Detection: Application to an Air Quality Monitoring Network

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Application of adaptive fuzzy control to ac machines

# publications[].label
A Measurement-Based Approach for Designing Fixed-Order Controllers for Unknown Closed-Loop Architecture

# publications[].label
Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Particle Filter-based Optimized Max Double Shewhart Chart for Damage Detection in Structural Health Monitoring Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian Method for States Estimation in Structural Health Monitoring Application

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Cubature Kalman Filter Approach for Inferring Gene Regulatory Networks Using Time Series Data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Adapting the direction of the search vector for direct adaptive continuous-time nonlinear systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Kernel PCA-based GLRT for nonlinear fault detection of chemical processes

# publications[].label
Estimation of Nonlinear Control Parameters In Induction Machine Using Particle Filtering

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Process Monitoring Using Data-Based Fault Detection Techniques: Comparative Studies

# publications[].label
Nonlinear control and estimation in induction machine using state estimation techniques

# publications[].label
Bayesian-optimized Neural Networks and their application to model gas-to-liquid plants

# publications[].label
Improved Estimation of the Langmuir Adsorption Isotherm Using Multiscale Filtering

# publications[].label
Computational and statistical approaches for modeling of proteomic and genomic networks.

# publications[].label
Fault Detection using UKF-based Optimized EWMA Method in Wastewater Treatment Plant

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Genetic Algorithm Optimization for Quantized Target Tracking in Wireless Sensor Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reverse engineering sparse gene regulatory networks using cubature kalman filter and compressed sensing.

# publications[].label
INFERRING GENE REGULATORY NETWORKS WITH NONLINEAR MODELS VIA EXPLOITING SPARSITY

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems

# publications[].label
Improved Statistical Fault Detection Technique and Application to Biological Phenomena Modeled by S-Systems.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust adaptive sliding-mode control for continuous time-delay systems

# publications[].label
A Distributed Algorithm for Network-Wide Clock Synchronization in Wireless Sensor Networks

# publications[].label
Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
New sensor fault detection and isolation strategy-based interval-valued data

# publications[].label
Multiscale denoising of biological data: A comparative analysis

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
A nonparametric approach to design robust controllers for uncertain systems: Application to an air flow heating system

# publications[].label
Stable auto-tuning of hybrid adaptive fuzzy/neural controllers for nonlinear systems

# publications[].label
INTERVENTION IN BIOLOGICAL PHENOMENA REPRESENTED BY GENETIC REGULATORY NETWORKS: A VARIABLE STRUCTURE APPROACH

# publications[].label
Multiscale denoising of biological data: a comparative analysis.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stable auto-tuning of the direction of descent for gradient-based nonlinear adaptive control systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An Effective Fault Detection Technique for a Quasi-Z-Source Based Grid-Tied PV System

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced Monitoring using PCA-based GLR Fault Detection and Multiscale Filtering

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Faults Classification in Grid-Connected Photovoltaic Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Detection in a Wastewater Treatment Plant

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved Particle Filtering for State and Parameter Estimation- CSTR Model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Process monitoring using PCA-based GLR methods: A comparative study

# publications[].label
PLS-based EWMA fault detection strategy for process monitoring

# publications[].label
Fault diagnosis of biological systems using improved machine learning technique

# publications[].label
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Eventual norm continuity for neutral semigroups on Banach spaces

# publications[].label
Improved Shewhart Chart for Damage Detection of Structural Health Monitoring Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Detection of Biological Phenomena Modeled by S-systems

# publications[].label
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems

# publications[].label
Fault detection and diagnosis in grid-connected photovoltaic systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Information Theoretic Methods for Modeling of Gene Regulatory Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Model-Free Controller Tuning Based on DFT Processing: Application to Induction Motor Drives

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced prediction accuracy of fuzzy models using multiscale estimation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Kullback-Leibler divergence -based Improved Particle Filter

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Diagnosis for Nonlinear Biological Processes Based on Machine Learning Models

# publications[].label
A DATA-BASED APPROACH FOR DESIGNING ADAPTIVE CONTROLLERS FOR UNKNOWN SYSTEMS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fuzzy model predictive control: techniques, stability issues, and examples

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Damage Detection in Structural Health Monitoring Using Kernel PLS Based GLR

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Adaptive fuzzy logic-controlled surface mount permanent magnet synchronous motor drive

# publications[].label
Output-Feedback Model Predictive Control of Biological Phenomena Modeled by S-Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Statistical fault detection using PCA-based GLR hypothesis testing

# publications[].label
An overview of the statistical methods used for inferring gene regulatory networks and protein-protein interaction networks.

# publications[].label
Efficient fault detection and diagnosis of wind energy converter systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Resilient Adaptive Control of Uncertain Time-Delay Systems - A Delay-Dependent Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust control design method for uncertain system using a set of measurements

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Classification of Sensor Measurements From Non-Newtonian Fluids Using Batch and Online Analysis of Data

# publications[].label
Analysis and synthesis of uncertain switched discrete-time systems

# publications[].label
INDUCTION MOTOR DRIVE SYSTEM WITH ADAPTIVE FUZZY LOGIC CONTROLLER

# publications[].label
Gene regulatory network inference using information theoretic methods

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Midpoint-radii principal component analysis-based EWMA and application to air quality monitoring network

# publications[].label
Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation.

# publications[].label
Effective fault detection in structural health monitoring systems

# publications[].label
On Clock Offset Estimation in Wireless Sensor Networks with Weibull Distributed Network Delays

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reduced Kernel Random Forest Technique for Fault Detection and Classification in Grid-Tied PV Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust Routing for Target Tracking in Quantized Sensor Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Simultaneous output feedback stabilization of time-delay systems

# publications[].label
Iterated Square Root Unscented Kalman Filter for State Estimation- CSTR Model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Partial kernel PCA-based GLRT for fault diagnosis of nonlinear processes

# publications[].label
States and Parameters Estimation in Induction Motor Using Bayesian Techniques

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Advances in Databased Process Monitoring and Applications

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Stable auto-tuning of the adaptation gain for direct adaptive control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Effective Fault Detection and Diagnosis for Power Converters in Wind Turbine Systems Using KPCA-Based BiLSTM

# publications[].label
Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks

# publications[].label
Monitoring of wastewater treatment plants using improved univariate statistical technique

# publications[].label
Model predictive control of a 3-DOF helicopter system using successive linearization

# publications[].label
Reduced Neural Network Based Ensemble Approach for Fault Detection and Diagnosis of Wind Energy Converter Systems

# publications[].label
Improving the prediction and parsimony of ARX models using multiscale estimation

# publications[].label
Chapter 4 Linear and nonlinear multiscale latent variable-based generalized likelihood ratio for fault detection

# publications[].label
State Estimation and Application to Induction Machines - A Comparative Study

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Resilient Delay-Dependent Adaptive Control of Uncertain Time-Delay Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MARAGAP: a modular approach to reference assisted genome assembly pipeline

# publications[].label
STUDY ON PINHOLE LEAKS IN GAS PIPELINES: CFD SIMULATION AND ITS VALIDATION

# publications[].label
Enhanced Neural Network Method-Based Multiscale PCA for Fault Diagnosis: Application to Grid-Connected PV Systems

# publications[].label
Machine learning approaches for fault detection and diagnosis of induction motors

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiclass data classification using fault detection-based techniques

# publications[].label
Optimal reference sequence selection for genome assembly using minimum description length principle.

# publications[].label
A novel hybrid methodology for fault diagnosis of wind energy conversion systems

# publications[].label
Variable structure adaptive control for a class of continuous time-delay systems

# publications[].label
A measurement-based control design approach for efficient cancer chemotherapy

# publications[].label
Monitoring of Structural Systems Using Improved Data Driven Damage Detection Technique

# publications[].label
Bayesian Optimization of Multiscale Kernel Principal Component Analysis and its Application to Model Gas-To-Liquid (GTL) Process Data

# publications[].label
Effective Monitoring of an air quality network

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved fault detection based on kernel PCA for monitoring industrial applications

# publications[].label
Diagnosis of nonlinear systems using reduced kernel principal component analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
ADAPTIVE CONTROLLER DESIGN FOR UNKNOWN SYSTEMS USING MEASURED DATA

# publications[].label
Fault Detection in a Wastewater Treatment Plant

# publications[].label
Measurement-based control approach for tuning PID controllers: application to induction machines

# publications[].label
Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parameter Identification for Nonlinear Biological Phenomena Modeled by S-systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stable auto-tuning of the adaptation gain for indirect adaptive control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale estimation of the Freundlich adsorption isotherm

# publications[].label
Application of Delay-Dependent Adaptive Control to a Continuous Stirred Tank Reactor

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Delay-dependent adaptive control of uncertain time-delay systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Chapter 3 Kernel PCA- and Kernel PLS-based generalized likelihood ratio tests for fault detection

# publications[].label
Integrated Multiscale Latent Variable Regression and Application to Distillation Columns

# publications[].label
A data-based technique for monitoring of wound rotor induction machines: A simulation study

# publications[].label
Online reduced gaussian process regression based generalized likelihood ratio test for fault detection

# publications[].label
Machine learning based Gaussian process regression for fault detection of Biological Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Machine Learning-Based Statistical Hypothesis Testing for Fault Detection

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
- Quality Assurance in Genome-Scale Bioinformatics Analyses

# publications[].label
Linear circuits: a measurement-based approach

# publications[].label
Inferring nonlinear and sparse gene regulatory networks

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parameter Estimation of Biological Phenomena Modeled by S-systems: An Extended Kalman Filter Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian methods for time-varying state and parameter estimation in induction machines

# publications[].label
Enhanced particle filter for states and parameters estimation in structural health monitoring applications

# publications[].label
Interval-Valued Reduced Ensemble Learning Based Fault Detection a Diagnosis Techniques for Uncertain Grid-Connected PV Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A model-free technique for designing fixed-order controllers

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Measurement based Approach to Circuit Design

# publications[].label
Optimal reference selection for genome assembly using the minimum description length principle

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Chapter 6 Model-based approaches for fault detection

# publications[].label
State and parameter estimation for nonlinear biological phenomena modeled by S-systems

# publications[].label
Parameter estimation of biological phenomena: an unscented Kalman filter approach.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Non Linear and Non Gaussian States and Parameters Estimation using Bayesian Methods-Comparatives Studies

# publications[].label
Stable auto-tuning of adaptive fuzzy/neural controllers for nonlinear discrete-time systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced Modeling of Distillation Columns using Integrated Multiscale Latent Variable Regression

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Detection in Processes Represented by PLS Models using an EWMA Control Scheme

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Application of A Fuzzy Learning Intervention Approach to A Purine Metabolism Pathway Model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test

# publications[].label
JOINT NODE LOCALIZATION AND TIME-VARYING CLOCK SYNCHRONIZATION IN WIRELESS SENSOR NETWORKS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault detection in photovoltaic systems using machine learning technique

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale fuzzy state estimation using stationary wavelet transforms

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Kernel PLS-based GLRT method for fault detection of chemical processes

# publications[].label
Fault Detection of Chemical Processes using Improved Generalized Likelihood Ratio Test

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Closed-Form Solution for Transcription Factor Activity Estimation Using Network Component Analysis

# publications[].label
A Measurement Based Approach to Mechanical Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stable auto-tuning of the adaptation gain for continuous-time nonlinear systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Intervention in biological phenomena modeled by S-systems.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Modeling of Nonlinear Biological Phenomena Modeled by S-systems Using Bayesian Method

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Machine Learning-Based Reduced Kernel PCA Model for Nonlinear Chemical Process Monitoring

# publications[].label
Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
State Estimation of a Chemical Reactor Process Model - A Comparative Study

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved model based fault detection technique and application to humanoid robots

# publications[].label
ROBNCA: Robust Network Component Analysis for Recovering Transcription Factor Activities

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Network-Wide Clock Synchronization via Message Passing with Exponentially Distributed Link Delays

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Research on pinhole accidental gas release in pipelines: Statistical modeling, real gas CFD simulation, and validation

# publications[].label
Fault detection and diagnosis in grid-connected PV systems under irradiance variations

# publications[].label
Resilient observer-based control of uncertain time-delay systems

# publications[].label
Machine learning-based statistical testing hypothesis for fault detection in photovoltaic systems

# publications[].label
ROBNCA: robust network component analysis for recovering transcription factor activities.

# publications[].label
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Joint Distributed Parameter and Channel Estimation in Wireless Sensor Networks via Variational Inference

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Modeling of nonlinear biological phenomena modeled by S-systems.

# publications[].label
Enhanced Gaussian Process Regression for Diagnosing Wind Energy Conversion Systems

# publications[].label
Robust dissipative control for internet-based switching systems

# publications[].label
Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Iterated square root unscented Kalman filter for nonlinear states and parameters estimation: three DOF damped system

# publications[].label
Fault Detection of Single and Interval Valued Data Using Statistical Process Monitoring Techniques

# publications[].label
EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Control Design Approach for TITO Systems Using Measured Data

# publications[].label
Reduced Gaussian process regression for fault detection of chemical processes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Uncertain dynamic process monitoring using moving window PCA for interval-valued data

# publications[].label
Nonlinear State and Parameter Estimation Using Iterated Sigma Point Kalman Filter: Comparative Studies

# publications[].label
Chronic leak detection for single and multiphase flow: A critical review on onshore and offshore subsea and arctic conditions

# publications[].label
On the admissibility of control operators for perturbed semigroups and application to time-delay systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Novel Leak Detection Approach in Water Distribution Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Wavelet optimized EWMA for fault detection and application to photovoltaic systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Measurement-based approach for tuning of reduced-order controllers

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Intervention in Biological Phenomena Modeled by S-Systems: A Model Predictive Control Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Wavelet-based Multiscale Filtering of Genomic Data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Detection of Chemical Processes Using KPCA-Based GLRT Technique

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Secure and Robust Clustering for Quantized Target Tracking in Wireless Sensor Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Linear Inferential Modeling: Theoretical Perspectives, Extensions, and Comparative Analysis

# publications[].label
Cable Insulation Fault Identification Using Partial Discharge Patterns Analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved Multiscale Multivariate Process Monitoring Methods

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Measurement Based Approach for Linear Circuit Modeling and Design

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Design of reduced-order controllers using a set of measurements: Application to a DC servomotor

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Performance enhancement of field oriented AC drives using adaptive controllers

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale Bayesian PCA for robust process modeling of a FischerTropsch bench scale process

# publications[].label
Multivariate statistical process control-based hypothesis testing for damage detection in structural health monitoring systems

# publications[].label
Feedback stabilizability of infinite dimensional neutral systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multivariate fault detection and classification using interval principal component analysis

# publications[].label
A Statistical Fault Detection Strategy using PCA based EWMA Control Schemes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MiB: A Comparative Assembly Processing Pipeline

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Damage Detection using Enhanced Multivariate Statistical Process Control Technique

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A measurement-based technique for designing fixed-order RST controllers and application to a coupled water tank system

# publications[].label
Intervention in Biological Phenomena via Feedback Linearization.

# publications[].label
Resilient Adaptive Control of Uncertain Time-Delay Systems

# publications[].label
Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced Monitoring of Environmental Processes

# publications[].label
Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems

# publications[].label
Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault detection of nonlinear systems using an improved KPCA method

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiscale Filtering and Applications to Chemical and Biological Systems

# publications[].label
Application of A Fuzzy Learning Intervention Approach to A Glycolytic-Glycogenolytic Pathway Model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced data validation strategy of air quality monitoring network.

# publications[].label
Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems*

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation.

# publications[].label
Chapter 2 PCA and PLS-based generalized likelihood ratio for fault detection

# publications[].label
Reduced Gaussian process regression based random forest approach for fault diagnosis of wind energy conversion systems

# publications[].publisher
Institution of Engineering and Technology (IET)

# publications[].label
Enhanced data-driven Damage Detection for Structural Health Monitoring Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Kernel Generalized Likelihood Ratio Test for Fault Detection of Biological Systems.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian optimization of multiscale kernel principal component analysis and its application to model Gas-to-liquid (GTL) process data

# publications[].label
Multiscale PLS-based GLRT for fault detection of chemical processes

# publications[].label
Random forest -based nonlinear improved feature extraction and selection for fault classification

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Enhanced operation of wastewater treatment plant using state estimation-based fault detection strategies.

# publications[].label
A Measurement-Based Approach for Speed Control of Induction Machines

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems

# publications[].label
Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection

# publications[].label
A Hybrid Approach for Process Monitoring: Improving Data-Driven Methodologies With Dataset Size Reduction and Interval-Valued Representation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A model-free design of reduced-order controllers and application to a DC servomotor

# publications[].label
Chapter 5 Linear and nonlinear interval latent variable approaches for fault detection

# publications[].label
Inferring gene regulatory networks via nonlinear state-space models and exploiting sparsity.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Adaptive Control of Nonlinear Time-Delay Systems and Application to a Chemical Reactor

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
The PI-Controller for infinite dimensional linear systems in Banach state spaces

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A control design method for unknown systems using frequency domain data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Detecting Abnormal Ozone Levels using PCA-based GLR Hypothesis Testing

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers

# publications[].label
Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reduced Noise Effect in Nonlinear Model Estimation Using Multiscale Representation

# publications[].label
A NEW MEASUREMENT BASED APPROACH TO THE STUDY OF BIOLOGICAL SYSTEMS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault Diagnosis of Wind Energy Conversion Systems Using Gaussian Process Regression-based Multi-Class Random Forest

# publications[].label
Enhanced Fault Detection of an Air Quality Monitoring Network

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fault detection using multiscale PCA-based moving window GLRT

# publications[].label
Fuzzy intervention in biological phenomena.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Nonlinear partial least square (NPLS) methods with generalized likelihood ratio test (GLRT) for fault detection and diagnosis of chemical processes

# publications[].label
Robust sliding mode control for three-phase rectifier supplied by non-ideal voltage

# publications[].label
State Estimation and Process Monitoring of Nonlinear Biological Phenomena Modeled by S-systems

# publications[].label
Adapting the search vector for direct adaptive control systems

# publications[].label
Wind Power Converter Fault Diagnosis Using Reduced Kernel PCA-Based BiLSTM

# publications[].label
A measurement-based approach for designing reduced-order controllers with guaranteed bounded error

# publications[].label
Model-based and model-free filtering of genomic data

# publications[].label
A Comparative Assessment of Nonlinear State Estimation Methods for Structural Health Monitoring

# publications[].label
Interval-Valued Reduced RNN for Fault Detection and Diagnosis for Wind Energy Conversion Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks

# researcherOn[].label
Enhanced Monitoring of Environmental and Chemical Processes

# researcherOn[].awardedBy.label
Qatar National Research Fund - (Doha, Qatar)

# streetAddress
Texas A&M University; Qatar Campus; 4251 TAMUQ

# organizations[]
Electrical and Computer Engineering (Qatar)

# etdChairOf[].label
Ahmad, Aitzaz 1984- (2012-11). Timing Synchronization and Node Localization in Wireless Sensor Networks: Efficient Estimation Approaches and Performance Bounds. Doctoral Dissertation.

# etdChairOf[].label
Haque, Md. Alamgir Mojibul (2016-07). Enhanced Monitoring Using Multiscale Exponentially Weighted Moving Average Control Charts. Master's Thesis.

# etdChairOf[].label
Qaraqe, Marwa Khalid (2016-02). Patient-Specific Epileptic Seizure Onset Detection via Fused Eeg and Ecg Signals. Doctoral Dissertation.

# etdChairOf[].label
Wajid, Bilal (2015-06). Information Theory, Graph Theory and Bayesian Statistics based improved and robust methods in Genome Assembly. Doctoral Dissertation.