Abbas Z. Kouzani

Orcid: 0000-0002-6292-1214

According to our database1, Abbas Z. Kouzani authored at least 147 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Deep Convolutional Spiking Neural Network for embedded applications.
Prog. Artif. Intell., March, 2024

SAWIT: A small-sized animal wild image dataset with annotations.
Multim. Tools Appl., March, 2024

Sustainable Robotic Joints 4D Printing with Variable Stiffness Using Reinforcement Learning.
Robotics Comput. Integr. Manuf., February, 2024

2023
Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review.
Int. J. Medical Informatics, July, 2023

Starch-g-Acrylic Acid/Magnetic Nanochitin Self-Healing Ferrogels as Flexible Soft Strain Sensors.
Sensors, February, 2023

Self-Supervised Leaf Segmentation under Complex Lighting Conditions.
Pattern Recognit., 2023

Advancements in On-Device Deep Neural Networks.
Inf., 2023

A Survey of Modern Greenhouse Technologies and Practices for Commercial Cannabis Cultivation.
IEEE Access, 2023

Technological Innovations for Tackling Domestic Violence.
IEEE Access, 2023

Novel Neural Microprobe with Adjustable Stiffness.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Mental Health Prediction through Text Chat Conversations.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Automatic Target Detection from Satellite Imagery Using Machine Learning.
Sensors, 2022

Design of a Highly Efficient Wideband Multi-Frequency Ambient RF Energy Harvester.
Sensors, 2022

A Smart Camera Trap for Detection of Endotherms and Ectotherms.
Sensors, 2022

Using Adaptive Sensors for Optimised Target Coverage in Wireless Sensor Networks.
Sensors, 2022

Advancements in Algorithms and Neuromorphic Hardware for Spiking Neural Networks.
Neural Comput., 2022

Resource-constrained FPGA implementation of YOLOv2.
Neural Comput. Appl., 2022

FitNN: A Low-Resource FPGA-Based CNN Accelerator for Drones.
IEEE Internet Things J., 2022

Recent Advances in Contactless Sensing Technologies for Mental Health Monitoring.
IEEE Internet Things J., 2022

A Low-Power Connected 3-D Indoor Positioning Device.
IEEE Internet Things J., 2022

An Improved SLIC Algorithm for Segmentation of Microscopic Cell Images.
Biomed. Signal Process. Control., 2022

TinyStat: A Miniaturised Potentiostat for Portable Electrochemical Measurements.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

2021
An FSCV Deep Neural Network: Development, Pruning, and Acceleration on an FPGA.
IEEE J. Biomed. Health Informatics, 2021

Cluster Analysis and Model Comparison Using Smart Meter Data.
Sensors, 2021

Quad-Band Rectenna for Ambient Radio Frequency (RF) Energy Harvesting.
Sensors, 2021

Dynamic Nanohybrid-Polysaccharide Hydrogels for Soft Wearable Strain Sensing.
Sensors, 2021

Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias.
Sensors, 2021

Cloud- and Fog-Integrated Smart Grid Model for Efficient Resource Utilisation.
Sensors, 2021

Design and Numerical Analysis of a Graphene-Coated SPR Biosensor for Rapid Detection of the Novel Coronavirus.
Sensors, 2021

Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images.
Sensors, 2021

Resource-constrained FPGA/DNN co-design.
Neural Comput. Appl., 2021

Variable-geometry exit nozzle for improving static thrust of drones ducted fans.
J. Field Robotics, 2021

Piecewise Linear Units Improve Deep Neural Networks.
CoRR, 2021

Transceiver Design for Full-Duplex UAV Based Zero-Padded OFDM System With Physical Layer Security.
IEEE Access, 2021

Configuration Detection of Grounding Grid: Static Electric Field Based Nondestructive Technique.
IEEE Access, 2021

Wearable Peripheral Electrical Stimulation Devices for the Reduction of Essential Tremor: A Review.
IEEE Access, 2021

2020
A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network.
Sensors, 2020

Miniature Resistance Measurement Device for Structural Health Monitoring of Reinforced Concrete Infrastructure.
Sensors, 2020

Blood Pressure Sensors: Materials, Fabrication Methods, Performance Evaluations and Future Perspectives.
Sensors, 2020

Implementation of DNNs on IoT devices.
Neural Comput. Appl., 2020

Multi-Disease Deep Brain Stimulation.
IEEE Access, 2020

Increase in Volumetric Electrical Power Density of a Linear Generator by Winding Optimization for Wave Energy Extraction.
IEEE Access, 2020

A Systematic Review on Reinforcement Learning-Based Robotics Within the Last Decade.
IEEE Access, 2020

Robust Extended H<sub>∞</sub> Control Strategy Using Linear Matrix Inequality Approach for Islanded Microgrid.
IEEE Access, 2020

Applications and Evaluations of Bio-Inspired Approaches in Cloud Security: A Review.
IEEE Access, 2020

2019
A new digital electromechanical system for measurement of soil bulk density.
Comput. Electron. Agric., 2019

Experimental investigation of a digital electromechanical system to measure soil bulk density in a silty clay soil under different solarisation practices.
Comput. Electron. Agric., 2019

A Review on Miniaturized Ultrasonic Wireless Power Transfer to Implantable Medical Devices.
IEEE Access, 2019

A Programmable Multi-Biomarker Neural Sensor for Closed-Loop DBS.
IEEE Access, 2019

MiniStat: Development and Evaluation of a Mini-Potentiostat for Electrochemical Measurements.
IEEE Access, 2019

Review Informing the Design of 3D Food Printing for People with Swallowing Disorders: Constructive, Conceptual, and Empirical Problems.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
An Adaptive LFP Sensor.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2017
In-vitro validation of a closed-loop optogenetic stimulation device.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A miniature neural recording device.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

A miniature closed-loop deep brain stimulation device.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Electrical resistance increases at the tissue-electrode interface as an early response to nucleus accumbens deep brain stimulation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Portable closed-loop optogenetic stimulation device.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Characterization and optimization to improve uneven surface on MEMS bridge fabrication.
Displays, 2015

Degree of contribution (DoC) feature selection algorithm for structural brain MRI volumetric features in depression detection.
Int. J. Comput. Assist. Radiol. Surg., 2015

A Miniature Energy Harvesting Rectenna for Operating a Head-Mountable Deep Brain Stimulation Device.
IEEE Access, 2015

Design and Simulation of a Low-Actuation-Voltage MEMS Switch.
Proceedings of the 10th EAI International Conference on Body Area Networks, 2015

Multi-surface sliding control of MIMO autonomous flight systems.
Proceedings of the 10th Asian Control Conference, 2015

2014
A Surface-Stress-Based Microcantilever Aptasensor.
IEEE Trans. Biomed. Circuits Syst., 2014

Adaptive cruise control of a HEV using sliding mode control.
Expert Syst. Appl., 2014

Multichannel biomedical time series clustering via hierarchical probabilistic latent semantic analysis.
Comput. Methods Programs Biomed., 2014

Design and evaluation of a microcantilever aptasensor.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A sliding-mode-control-based adaptive cruise controller.
Proceedings of the 11th IEEE International Conference on Control & Automation, 2014

Multi-surface sliding control of MIMO autonomous flight systems.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Design and analysis of a low actuation voltage electrowetting-on-dielectric microvalve for drug delivery applications.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Modeling LSPR nano-particles by using neural networks.
Proceedings of the 9th International Conference on Body Area Networks, 2014

2013
Human Identification From ECG Signals Via Sparse Representation of Local Segments.
IEEE Signal Process. Lett., 2013

Unsupervised mining of long time series based on latent topic model.
Neurocomputing, 2013

Supervised learning probabilistic Latent Semantic Analysis for human motion analysis.
Neurocomputing, 2013

Design and simulation of a high isolation RF MEMS shunt capacitive switch for C-K band.
IEICE Electron. Express, 2013

An ultra low power OTA with improved unity gain bandwidth product.
IEICE Electron. Express, 2013

Highly linear low voltage low power CMOS LNA.
IEICE Electron. Express, 2013

Biomedical time series clustering based on non-negative sparse coding and probabilistic topic model.
Comput. Methods Programs Biomed., 2013

Bag-of-words representation for biomedical time series classification.
Biomed. Signal Process. Control., 2013

An algorithm for determination of rank and degree of contribution of sMRI volumetric features in depression detection.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Variable incidence angle subwavelegth grating SPR graphene biosensor.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Design and analysis of an antenna for wireless energy harvesting in a head-mountable DBS device.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Automated detection of lung nodules in computed tomography images: a review.
Mach. Vis. Appl., 2012

Low actuation-voltage shift in MEMS switch using ramp dual-pulse.
IEICE Electron. Express, 2012

Combined quasi-static backward modeling and look-ahead fuzzy control of vehicles.
Expert Syst. Appl., 2012

Multi-layer implantable antenna for closed loop deep brain stimulation system.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

Accurate modeling of low actuation voltage RFMEMS switches using artificial neural networks.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Comparative evaluation of multi-label classification methods.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Investigating nanoparticle-substrate interaction in LSPR biosensing using the image-charge theory.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A S-parameters-based detection method for a multilayer SPR biosensor.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Compact stacked planar inverted-F antenna for passive deep brain stimulation implants.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Backward Modelling and Look-Ahead Fuzzy Energy Management Controller for a Parallel Hybrid Vehicle.
Control. Intell. Syst., 2011

Investigation of the effects of design parameters on sensitivity of surface plasmon resonance biosensors.
Biomed. Signal Process. Control., 2011

Human action recognition based on Pyramid Histogram of Oriented Gradients.
Proceedings of the IEEE International Conference on Systems, 2011

Look-ahead intelligent energy management of a parallel hybrid electric vehicle.
Proceedings of the FUZZ-IEEE 2011, 2011

Comparison of performance parameters for conventional and localized surface plasmon resonance graphene biosensors.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Design of a high sensitive double-gate field-effect transistor biosensor for DNA detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Random forest based lung nodule classification aided by clustering.
Comput. Medical Imaging Graph., 2010

Drive Cycle Analysis of the Performance of Hybrid Electric Vehicles.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

Multilabel Classification Using Error Correction Codes.
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010

Image to Text Translation by Multi-Label Classification.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

A Triple-Random Ensemble Classification Method for Mining Multi-label Data.
Proceedings of the ICDMW 2010, 2010

A study on look-ahead control and energy management strategies in hybrid electric vehicles.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

Identification of Nonlinear Systems Using Hybrid Functions.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

Modeling and control of flatness in cold rolling mill using fuzzy petri nets.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

A Review of Vision-Based Gait Recognition Methods for Human Identification.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Empirical Study of Multi-label Classification Methods for Image Annotation and Retrieval.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
Pi-shaped MEMS architecture for lowering actuation voltage of RF switching.
IEICE Electron. Express, 2009

Clustering Based Multi-Label Classification for Image Annotation and Retrieval.
Proceedings of the IEEE International Conference on Systems, 2009

Design and Simulation of a Low Voltage Wide Band RF MEMS Switch.
Proceedings of the IEEE International Conference on Systems, 2009

Pulmonary Nodule Classification Aided by Clustering.
Proceedings of the IEEE International Conference on Systems, 2009

A Microfluidic Electroosmotic Mixer and the Effect of Potential and Frequency on its Mixing Efficiency.
Proceedings of the IEEE International Conference on Systems, 2009

Optical Microsensor for Counting Food Substance Particles in Lab-on-a-chips.
Proceedings of the IEEE International Conference on Systems, 2009

2008
Detection and classification of road signs in natural environments.
Neural Comput. Appl., 2008

Classification of face images using local iterated function systems.
Mach. Vis. Appl., 2008

At a glance: Cellular biology for engineers.
Comput. Biol. Chem., 2008

Empirical evaluation of segmentation algorithms for lung modelling.
Proceedings of the IEEE International Conference on Systems, 2008

Lung nodules detection by ensemble classification.
Proceedings of the IEEE International Conference on Systems, 2008

Automated identification of lung nodules.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

From lung images to lung models: A review.
Proceedings of the International Joint Conference on Neural Networks, 2008

Subcellular localisation of proteins in fluorescent microscope images using a random forest.
Proceedings of the International Joint Conference on Neural Networks, 2008

An intelligent energy management model for a parallel hybrid vehicle under combined loads.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2008

2006
Advances in 3D-Based Face Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2006

Automatic Road Sign Recognition Using Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Lighting normalisation for face recognition.
Proceedings of the 2005 International Conference on Image Processing, 2005

2003
Lighting-Effects Classification in Facial Images Using Wavelet Packets Transform.
Int. J. Wavelets Multiresolution Inf. Process., 2003

Locating human faces within images.
Comput. Vis. Image Underst., 2003

A fuzzy neural network for extracting facial patterns.
Proceedings of the NNSP 2003, 2003

Producing Front-Lit Face Images from Arbitrary-Lit Face Images Using Principal Components Analysis.
Proceedings of the International Conference on Artificial Intelligence, 2003

Fractal-Based Person Recognition.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

2002
Schedule evaluation: simulation optimization for process scheduling through simulated annealing.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

A non-parametric area-based method to identify matched pixels.
Proceedings of the Seventh International Conference on Control, 2002

DWT-based Pattern Recognition Systems.
Proceedings of the International Conference on Artificial Intelligence, 2002

2001
A Wavelet-Based Ammunition Doppler Radar System.
Proceedings of the Wavelet Analysis and Its Applications, Second International Conference, 2001

Wavelet Packets for Lighting-Effects Determination.
Proceedings of the Wavelet Analysis and Its Applications, Second International Conference, 2001

2000
Towards invariant face recognition.
Inf. Sci., 2000

A morphing technique for facial image representation.
Proceedings of the IEEE International Conference on Systems, 2000

Facial features for identification.
Proceedings of the IEEE International Conference on Systems, 2000

Die temperature monitoring of high pressure die casting.
Proceedings of the IEEE International Conference on Systems, 2000

1999
Face Image Matching Using Fractal Dimension.
Proceedings of the 1999 International Conference on Image Processing, 1999

Facial Expression Synthesis.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Common-sense Knowledge Representation and Reasoning, and its Application to Face Detection.
J. Adv. Comput. Intell. Intell. Informatics, 1998

Illumination invariant face recognition.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Example-based shape from shading: 3D heads form 2D face images.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Face Basis Selection for Human Face Representation and Identification.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Representation and Identification of Human Faces using Partitioned Iterated Function Systems.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996
Commonsense knowledge representation and reasoning with fuzzy neural networks.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1995
A Generic Fuzzy Neuron and Its Application to Motion Estimation.
Proceedings of the Fuzzy Logic, Neural Networks, and Evolutionary Computation, 1995


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