Adjouadi, Malek
- Distinguished University Professor, Electrical and Computer Engineering , College of Engineering and Computing

Overview
overview
- Malek Adjouadi is a Professor with the department of Electrical and Computer Engineering at Florida International University. He is the founding director of the Center for Advanced Technology and Education funded by the National Science Foundation since 1993. He received his BS degree (June 1978) from Oklahoma State University and his MS and PhD degrees (June 1981 and August 1985, respectively) from the University of Florida. All degrees were from Electrical Engineering. His early work on Computer Vision Techniques to Help the Blind have led him to provide testimony to the US Senate committee of Veterans Affairs on technology to help persons with visual disabilities on April of 1987. His research interests are in image and signal processing, assistive technology research to help persons with motor and visual disabilities, and neuroscience with applications to epilepsy and Alzheimer's disease.
research interests
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• Classification of fMRI patterns–a study of the language network segregation in pediatric localization-related epilepsy. 2014
• A decisional space for fMRI pattern separation using the principal component analysis–a comparative study of language networks in pediatric epilepsy. 2013
• A new parametric feature descriptor for the classification of epileptic and control EEG records in pediatric population. 2012
• Sub-patterns of language network reorganization in pediatric localization-related epilepsy: a multisite study. 2011
• Subdural EEG classification into seizure and nonseizure files using neural networks in the gamma frequency band. 2011
• A comparative study of intracranial EEG files using nonlinear classification methods. 2010
• fMRI activation pattern recognition: A novel application of PCA in language network of pediatric localization-related epilepsy. 2009
• Seizure detection: an assessment of time- and frequency-based features in a unified two-dimensional decisional space using nonlinear decision functions. 2009
• Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. 2009
• Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures. 2006
Scholarly & Creative Works
selected publications
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Article
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2022Addressing the missing data challenge in multi-modal datasets for the diagnosis of Alzheimer?s diseaseFull Text via DOI: 10.1016/j.jneumeth.2022.109582 Web of Science: 000799210100001
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2022A Tensorized Multitask Deep Learning Network for Progression Prediction of Alzheimer's DiseaseFull Text via DOI: 10.3389/fnagi.2022.810873 Web of Science: 000798731500001
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2022A study of the longitudinal changes in multiple cerebrospinal fluid and volumetric magnetic resonance imaging biomarkers on converter and non-converter Alzheimer's disease subjects with consideration for their amyloid beta statusFull Text via DOI: 10.1002/dad2.12258 Web of Science: 000759750000001
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2022Dynamics of Electrical Activity in Epileptic Brain and Induced Changes Due to Interictal Epileptiform DischargesFull Text via DOI: 10.1109/ACCESS.2021.3138385 Web of Science: 000739986900001
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2021The Contribution of Bilingualism to Cognitive Functioning and Regional Brain Volume in Normal and Abnormal AgingFull Text via DOI: 10.1017/S1366728921000705 Web of Science: 000743780500001
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2021Real-time frequency-independent single-Lead and single-beat myocardial infarction detectionFull Text via DOI: 10.1016/j.artmed.2021.102179 Web of Science: 000712218500003
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2021Design, Analysis, and Optimization of the Array of Axial Rectangular Slots on a Cylindrical WaveguideFull Text via DOI: 10.1109/ACCESS.2021.3092997 Web of Science: 000673263800001
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2021PET Imaging of Tau Pathology and Amyloid-beta, and MRI for Alzheimer's Disease Feature Fusion and Multimodal ClassificationFull Text via DOI: 10.3233/JAD-210064 Web of Science: 000728091100011
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2021Penalized Functional Connectivity Maps for Patients With Focal EpilepsyFull Text via DOI: 10.1109/ACCESS.2020.3046851 Web of Science: 000606555500001
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2021Utility of Plasma Neurofilament Light in the 1Florida Alzheimer's Disease Research Center (ADRC)Full Text via DOI: 10.3233/JAD-200901 Web of Science: 000606806900008
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2020Deep convolutional neural network for mixed random impulse and Gaussian noise reduction in digital imagesFull Text via DOI: 10.1049/iet-ipr.2019.0931 Web of Science: 000626224500020
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2020Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray RadiographyFull Text via DOI: 10.1109/TMI.2020.2974159 Web of Science: 000545410200024
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2020A Gaussian-based model for early detection of mild cognitive impairment using multimodal neuroimagingFull Text via DOI: 10.1016/j.jneumeth.2019.108544 Web of Science: 000515428500008
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2020A distributed multitask multimodal approach for the prediction of Alzheimer's disease in a longitudinal studyFull Text via DOI: 10.1016/j.neuroimage.2019.116317 Web of Science: 000507987000002
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2020Dynamics and Distant Effects of Frontal/Temporal Epileptogenic Focus Using Functional Connectivity MapsFull Text via DOI: 10.1109/TBME.2019.2919263 Web of Science: 000510903800030
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2019A cognitive stress test for prodromal Alzheimer's disease: Multiethnic generalizabilityFull Text via DOI: 10.1016/j.dadm.2019.05.003 Web of Science: 000723892800062
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2019A survey on applications and analysis methods of functional magnetic resonance imaging for Alzheimer's diseaseFull Text via DOI: 10.1016/j.jneumeth.2018.12.012 Web of Science: 000461264000014
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2019Y-90 SPECT/CT quantitative study and comparison of uptake with pretreatment Tc-99 m-MAA SPECT/CT in radiomicrosphere therapyFull Text via DOI: 10.1002/acm2.12512 Web of Science: 000458309000005
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2019Effect of age, ethnicity, sex, cognitive status and APOE genotype on amyloid load and the threshold for amyloid positivityFull Text via DOI: 10.1016/j.nicl.2019.101800 Web of Science: 000470123000093
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2019Free-water imaging of the hippocampus is a sensitive marker of Alzheimer's diseaseFull Text via DOI: 10.1016/j.nicl.2019.101985 Web of Science: 000504663800070
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2018Denoising of ultrasound images affected by combined speckle and Gaussian noiseFull Text via DOI: 10.1049/iet-ipr.2018.5292 Web of Science: 000451759800025
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2018Gaussian Discriminant Analysis for Optimal Delineation of Mild Cognitive Impairment in Alzheimer's DiseaseFull Text via DOI: 10.1142/S012906571850017X Web of Science: 000442776900005
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2018Time-of-Flight Sensor in a Book Reader System Design for Persons With Visual Impairment and BlindnessFull Text via DOI: 10.1109/JSEN.2018.2859772 Web of Science: 000443017200043
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2018Utilizing semantic intrusions to identify amyloid positivity in mild cognitive impairmentFull Text via DOI: 10.1212/WNL.0000000000006128 Web of Science: 000452366900009
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2017EEG processing: a many-core approach utilising the Intel single-chip cloud computer platformFull Text via DOI: 10.1504/IJES.2017.10007719 Web of Science: 000415236600007
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2017Recovery from Proactive Semantic Interference and MRI Volume: A Replication and Extension StudyFull Text via DOI: 10.3233/JAD-170276 Web of Science: 000404876400014
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2017The Relationship of Brain Amyloid Load and APOE Status to Regional Cortical Thinning and Cognition in the ADNI CohortFull Text via DOI: 10.3233/JAD-170286 Web of Science: 000407749900010
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2016F-18-FLT Positron Emission Tomography/Computed Tomography Imaging in Pancreatic Cancer: Determination of Tumor Proliferative Activity and Comparison with Glycolytic Activity as Measured by F-18-FDG Positron Emission Tomography/Computed Tomography ImagingFull Text via DOI: 10.4274/mirt.24008 Web of Science: 000374669400005
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2016Wavelet decomposition and phase encoding of temporal signals using spiking neuronsFull Text via DOI: 10.1016/j.neucom.2015.08.078 Web of Science: 000366879800073
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2015Estimating Intracranial Volume in Brain Research: An Evaluation of MethodsFull Text via DOI: 10.1007/s12021-015-9266-5 Web of Science: 000364154200004
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2015Apolipoprotein-E4 (ApoE4) carriers show altered small-world properties in the default mode network of the brainFull Text via DOI: 10.1088/2057-1976/1/1/015001 Web of Science: 000422559000001
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2015Proliferative and Glycolytic Assessment of the Whole- Body Bone Marrow CompartmentFull Text via DOI: 10.4274/mirt.22931 Web of Science: 000217678200004
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2015A practical guideline for intracranial volume estimation in patients with Alzheimer's diseaseFull Text via DOI: 10.1186/1471-2105-16-S7-S8 Web of Science: 000353976600008
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2015A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networksFull Text via DOI: 10.1186/1471-2105-16-S7-S9 Web of Science: 000353976600009
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2015Barcode Modulation Method for Data Transmission in Mobile DevicesFull Text via DOI: 10.1109/TMM.2014.2366601 Web of Science: 000347047400011
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2015Multi-touch gesture recognition using feature extractionFull Text via DOI: 10.1007/978-3-319-06773-5_39
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2015Scalp EEG brain functional connectivity networks in pediatric epilepsyFull Text via DOI: 10.1016/j.compbiomed.2014.10.018 Web of Science: 000348265400015
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2014The Effects of Pediatric Epilepsy on a Language ConnectomeFull Text via DOI: 10.1002/hbm.22600 Web of Science: 000344398900020
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2014A GENERALIZED LEAKY INTEGRATE-AND-FIRE NEURON MODEL WITH FAST IMPLEMENTATION METHODFull Text via DOI: 10.1142/S0129065714400048 Web of Science: 000336922900005
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2014An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive ImpairmentFull Text via DOI: 10.1109/TBME.2014.2310709 Web of Science: 000340259900003
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2014Debris characterization techniques via unresolved long-wave infrared imaging from a space-based platformFull Text via DOI: 10.1117/1.JRS.8.084989 Web of Science: 000335646700001
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2014Classification of FMRI Patterns-A Study of the Language Network Segregation in Pediatric Localization Related EpilepsyFull Text via DOI: 10.1002/hbm.22265 Web of Science: 000334332200029
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2014A Low-Interaction Automatic 3D Liver Segmentation Method Using Computed Tomography for Selective Internal Radiation TherapyFull Text via DOI: 10.1155/2014/198015 Web of Science: 000338855900001
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2014Induced Effects of Transcranial Magnetic Stimulation on the Autonomic Nervous System and the Cardiac RhythmFull Text via DOI: 10.1155/2014/349718 Web of Science: 000343482700001
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2014Off-line and On-line Stress Detection Through Processing of the Pupil Diameter SignalFull Text via DOI: 10.1007/s10439-013-0880-9 Web of Science: 000331975400014
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2014Personalised and dynamic image precompensation for computer users with ocular aberrationsFull Text via DOI: 10.1080/0144929X.2013.819937 Web of Science: 000340299600004
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2014Quasi-Stationarity of EEG for Intraoperative Monitoring during Spinal SurgeriesFull Text via DOI: 10.1155/2014/468269 Web of Science: 000332257900001
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2014Significance of Normalization on Anatomical MRI Measures in Predicting Alzheimer's DiseaseFull Text via DOI: 10.1155/2014/541802 Web of Science: 000330650300001
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2013Age association of language task induced deactivation induced in a pediatric populationFull Text via DOI: 10.1016/j.neuroimage.2012.09.071 Web of Science: 000312283900003
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2013Affective Assessment by Digital Processing of the Pupil DiameterFull Text via DOI: 10.1109/T-AFFC.2012.25 Web of Science: 000323642900002
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2013Thermal Imaging as a Biometrics Approach to Facial Signature AuthenticationFull Text via DOI: 10.1109/TITB.2012.2207729 Web of Science: 000321142500025
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2012An algorithm for PET tumor volume and activity quantification: Without specifying camera's point spread function (PSF)Full Text via DOI: 10.1118/1.4728219 Web of Science: 000306893000016
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2012A NEW PARAMETRIC FEATURE DESCRIPTOR FOR THE CLASSIFICATION OF EPILEPTIC AND CONTROL EEG RECORDS IN PEDIATRIC POPULATIONFull Text via DOI: 10.1142/S0129065712500013 Web of Science: 000302210200001
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2012An effective intra-operative neurophysiological monitoring scheme for aneurysm clipping and spinal fusion surgeriesFull Text via DOI: 10.1088/1741-2560/9/2/026021 Web of Science: 000302144100021
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2012Peak Detection of Somatosensory Evoked Potentials Using an Integrated Principal Component Analysis-Walsh MethodFull Text via DOI: 10.1097/WNP.0b013e31824d96c7 Web of Science: 000302526800011
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2012A 3-D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation TherapyFull Text via DOI: 10.1109/TITB.2011.2171191 Web of Science: 000300260000008
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2011
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2011Sub-Patterns of Language Network Reorganization in Pediatric Localization Related Epilepsy: A Multisite StudyFull Text via DOI: 10.1002/hbm.21066 Web of Science: 000289423400010
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2011Subdural EEG Classification Into Seizure and Nonseizure Files Using Neural Networks in the Gamma Frequency BandFull Text via DOI: 10.1097/WNP.0b013e31820512ee Web of Science: 000286875700004
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2010A Windows-Based Interface for Teaching Image ProcessingFull Text via DOI: 10.1002/cae.20171 Web of Science: 000277374000002
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2010Multilinear principal component analysis for face recognition with fewer featuresFull Text via DOI: 10.1016/j.neucom.2009.08.022 Web of Science: 000279134100003
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2010Classification of Leukemia Blood Samples Using Neural NetworksFull Text via DOI: 10.1007/s10439-009-9866-z Web of Science: 000276046600018
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2010A highly accurate and computationally efficient approach for unconstrained iris segmentationFull Text via DOI: 10.1016/j.imavis.2009.04.017 Web of Science: 000273173100008
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2010A Comparative Study of Intracranial EEG Files Using Nonlinear Classification MethodsFull Text via DOI: 10.1007/s10439-009-9819-6 Web of Science: 000273445000016
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2009A spreadsheet application for processing long-term EEG recordingsFull Text via DOI: 10.1016/j.compbiomed.2009.07.003 Web of Science: 000269389800012
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2009Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sumFull Text via DOI: 10.1016/j.compbiomed.2009.04.005 Web of Science: 000267931000004
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2008A conceptual approach to teaching induction for computer scienceFull Text via DOI: 10.1145/1352322.1352142
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2008Adaptive eye-gaze tracking using neural-network-based user profiles to assist people with motor disabilityFull Text via DOI: 10.1682/JRRD.2007.05.0075 Web of Science: 000260926900004
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2008Integrated electromyogram and eye-gaze tracking cursor control system for computer users with motor disabilitiesFull Text via DOI: 10.1682/JRRD.2007.03.0050 Web of Science: 000255133600015
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2007COMPREHENSIVE 3D FIBER TRACKING AS A NEW VISUALIZATION SYSTEM IN BRAIN STUDIESFull Text via DOI: 10.1142/S0219467807002891 Web of Science: 000216793300008
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2006DESIGN AND IMPLEMENTATION OF WAVELET-DOMAIN VIDEO COMPRESSION USING MULTIRESOLUTION MOTION ESTIMATION AND COMPENSATIONFull Text via DOI: 10.1142/S0219467806002471 Web of Science: 000216790300002
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2006An interactive interface for seizure focus localization using SPECT image analysisFull Text via DOI: 10.1016/j.compbiomed.2004.09.001 Web of Science: 000234327300005
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2005Multidimensional pattern recognition and classification of white blood cells using support vector machinesFull Text via DOI: 10.1002/ppsc.200400888 Web of Science: 000232355900003
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2005Image pre-compensation to facilitate computer access for users with refractive errorsFull Text via DOI: 10.1080/01449290412331327456 Web of Science: 000228805800002
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2005Detection of interictal spikes and artifactual data through orthogonal transformationsFull Text via DOI: 10.1097/01.WNP.0000150880.19561.6F Web of Science: 000226883600007
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2004Human-computer interfaces with regional lower and upper alpha frequencies as on-line indexes of mental activityFull Text via DOI: 10.1016/j.chb.2003.09.001 Web of Science: 000221901300008
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2004Interictal spike detection using the Walsh transformFull Text via DOI: 10.1109/TBME.2004.826642 Web of Science: 000220967700023
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20033-D source localization of epileptic foci integrating EEG and MRI dataFull Text via DOI: 10.1023/B:BRAT.0000006335.75534.78 Web of Science: 000187862200005
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2001An orientation-independent imaging technique for the classification of blood cellsFull Text via DOI: 10.1002/1521-4117(200107)18:2<91::AID-PPSC91>3.0.CO;2-F Web of Science: 000170712700005
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2000Adaptive filtering for flow-cytometric particlesFull Text via DOI: 10.1002/1521-4117(200010)17:3<126::AID-PPSC126>3.0.CO;2-J Web of Science: 000165155800006
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2000An analytical approach to signal reconstruction using Gaussian approximations applied to randomly generated and flow cytometric dataFull Text via DOI: 10.1109/78.869034 Web of Science: 000089575400012
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2000Particle sizing in a flow environment using light scattering patternsFull Text via DOI: 10.1002/1521-4117(200006)17:2<47::AID-PPSC47>3.0.CO;2-X Web of Science: 000088629300002
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1999A real-time assistive computer interface for users with motor disabilitiesFull Text via DOI: 10.1145/569270.569272
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1997
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1996Exploiting Walsh-based attributes to stereo visionFull Text via DOI: 10.1109/78.485936 Web of Science: A1996UB15800023
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1995
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1992A MAN-MACHINE VISION INTERFACE FOR SENSING THE ENVIRONMENTFull Text via DOI: 10.1682/JRRD.1992.04.0057 Web of Science: A1992HZ10000006
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Book
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2020Intuitive Understanding of Kalman Filtering with MATLAB®Full Text via DOI: 10.1201/9780429200656
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Book Chapter
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2021Efficient End-to-End Asynchronous Time-Series Modeling With Deep Learning to Predict Customer Attrition. 268-281.Full Text via DOI: 10.4018/978-1-7998-7156-9.ch016
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2011Geospatial Data Management with Terrafly. 637-665.Full Text via DOI: 10.1007/978-1-4614-1415-5_25 Web of Science: 000303419100025
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2011Semantic Wrapper: Concise Semantic Querying of Legacy Relational Databases. 415-444.Full Text via DOI: 10.1007/978-1-4614-1415-5_15 Web of Science: 000303419100015
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2010Affective Assessment of a Computer User through the Processing of the Pupil Diameter Signal. 189-194.Full Text via DOI: 10.1007/978-90-481-9112-3_32 Web of Science: 000323845700032
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2010Decomposition of Head-Related Transfer Functions into Multiple Damped and Delayed Sinusoidals. 273-278.Full Text via DOI: 10.1007/978-90-481-3660-5_46 Web of Science: 000281650200046
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2010Multi-Step EMG Classification Algorithm for Human-Computer Interaction. 183-188.Full Text via DOI: 10.1007/978-90-481-9112-3_31 Web of Science: 000323845700031
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2010Qualitative Analysis of Commercial Social Network Profiles. 95-113.Full Text via DOI: 10.1007/978-1-4419-7142-5_5 Web of Science: 000284500700005
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Conference
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2021Live Demonstration: Double SLERP Gravity-Magnetic Vector (GMV-D) orientation correction in a MARG sensorFull Text via DOI: 10.1109/SENSORS47087.2021.9639677 Web of Science: 000755468300171
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2020A Fast and Accurate Myocardial Infarction Detector. 782-787.Full Text via DOI: 10.1109/CSCI51800.2020.00147
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2020Characterizing Focal and Generalized Epileptic Networks Using Interictal Functional Connectivity. 1535-1540.Full Text via DOI: 10.1109/CSCI51800.2020.00285
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2020Geographic Boosting Tree: Modeling Non-Stationary Spatial Data. 1205-1210.Full Text via DOI: 10.1109/ICMLA51294.2020.00190
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2020
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2020Smart Bracelets for Remote Monitoring of Wearers' Physical and Affective State. 1-1.Full Text via DOI: 10.1109/meco49872.2020.9134093
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2020
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2020JOINT LOW DOSE CT DENOISING AND KIDNEY SEGMENTATIONWeb of Science: 000621761700013
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2020High Impulse Noise Intensity Removal in Natural Images Using Convolutional Neural Network. 673-677.Web of Science: 000668567200106
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2020High Impulse Noise Intensity Removal in Natural Images Using Convolutional Neural Network. 673-677.Full Text via DOI: 10.1109/CCWC47524.2020.9031200
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2019Statistical Analysis of Novel and Traditional Orientation Estimates from an IMU-Instrumented Glove. 282-299.Full Text via DOI: 10.1007/978-3-030-23563-5_23
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2018A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple Features. 1341-1346.Full Text via DOI: 10.1109/ICMLA.2018.00218 Web of Science: 000463034400210
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2018Profile-Specific Regression Model for Progression Prediction of Alzheimer's Disease Using Longitudinal Data. 1353-1357.Full Text via DOI: 10.1109/ICMLA.2018.00220 Web of Science: 000463034400212
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2018Inter-Ictal EEG Spike Inflow-Outflow Connectivity Pattern Analysis using Partial Directed Coherence (PDC), and Its Relation to Connectivity Mapping in Time and Frequency Domains. Validation of Inter-Hemispheric Connectivity Analysis using EEG Wada Data in Temporal Lobe Epilepsy Cases. S269-S269.Web of Science: 000451817900568
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2018Early Diagnosis of Mild Cognitive Impairment Using Random Forest Feature Selection. 133-136.Web of Science: 000458897900034
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2017HIGH IMPULSE NOISE INTENSITY REMOVAL IN MRI IMAGESWeb of Science: 000426447400018
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2017
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2017A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease. 15-20.Full Text via DOI: 10.1109/BIBE.2017.00010 Web of Science: 000427878000003
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2017A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease. 279-284.Full Text via DOI: 10.1109/BIBE.2017.00054 Web of Science: 000427878000047
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2017Classification of Interictal Epileptiform Discharges using Partial Directed Coherence. 473-478.Full Text via DOI: 10.1109/BIBE.2017.00086 Web of Science: 000427878000079
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2017Connectivity Dynamics of Interictal Epileptiform Activity. 425-430.Full Text via DOI: 10.1109/BIBE.2017.00078 Web of Science: 000427878000071
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2017A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease. 15-20.Full Text via DOI: 10.1109/BIBE.2017.00-85
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2017Classification of interictal epileptiform discharges using partial directed coherence. 473-478.Full Text via DOI: 10.1109/BIBE.2017.000-9
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2017Connectivity dynamics of interictal epileptiform activity. 425-430.Full Text via DOI: 10.1109/BIBE.2017.00-17
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2017Epilepsy, a Cyberattack on Brains’ Networked Control System. 622-625.Full Text via DOI: 10.1109/icmla.2016.0109
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2017EEG processing: A many-core approach utilising the Intel single-chip cloud computer platform. 464-474.Full Text via DOI: 10.1504/IJES.2017.086720
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2016Epilepsy, A Cyberattack on Brains' Networked Control System. 622-625.Full Text via DOI: 10.1109/ICMLA.2016.89 Web of Science: 000399100100100
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2016Uniform vs Full Height Maps Using a Time of Flight Device for Dewarping Book Spread Images in the Design of an Automated Book Reader. 692-697.Full Text via DOI: 10.1109/CSCI.2016.135 Web of Science: 000405582400128
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2016EPILEPTOGENIC BRAIN CONNECTIVITY PATTERNS USING SCALP EEG. 1161-1165.Web of Science: 000672803000234
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2016A Supervised Learning Rule for Classification of Spatiotemporal Spike Patterns. 6113-6116.Web of Science: 000399823506114
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2016
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2016Connectivity Maps of Different Types of Epileptogenic Patterns. 1018-1021.Web of Science: 000399823501098
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2016
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2015Pediatric Epilepsy: Clustering by Functional Connectivity using Phase Synchronization. 330-333.Web of Science: 000398907900094
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2015GyroTouch: Wrist Gyroscope with a Multi-Touch display. 262-270.Full Text via DOI: 10.1007/978-3-319-20916-6_25
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2014A Biological Plausible Generalized Leaky Integrate-and-Fire Neuron Model. 6810-6813.Web of Science: 000350044706195
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2014Altered Small-World Anatomical Networks in Apolipoprotein-E4 (ApoE4) Carriers using MRI. 2468-2471.Web of Science: 000350044702113
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2014
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2014
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2014PeNTa: Formal Modeling for Multi-touch Systems Using Petri Net. 361-372.Web of Science: 000345081100034
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2014
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2014SPACE-BASED CHARACTERIZATION OF DEBRIS IN LOW-EARTH ORBIT VIA LWIR IMAGING. 2211-2221.Web of Science: 000377326600130
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2013A Somatosensory Evoked Potential Monitoring Algorithm Using Time Frequency Filtering. 351-354.Web of Science: 000331259200089
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2013Discriminating regional functional networks in pediatric epilepsy. 1513-1516.Web of Science: 000331259200375
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2013ICA-Based Connectivity on Brain Networks Using fMRI. 391-394.Web of Science: 000331259200099
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2013Novel Time-Frequency-Eigen Filter for Intraoperative Neurophysiologic Monitoring in Spinal Surgeries. 1578-1581.Web of Science: 000331259200391
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2013
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2013
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2013Sensor model for space-based local area sensing of debrisFull Text via DOI: 10.1117/12.2017890 Web of Science: 000323445000019
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2013Rapid orbital characterization of local area space objects utilizing image-differencing techniquesFull Text via DOI: 10.1117/12.2017888 Web of Science: 000323553200008
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2013Poster: Real-Time Gesture Detection for Multi-Touch Devices. 167-168.Web of Science: 000325093300043
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2013
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2013Comparing two methods of sound spatialization: Vector-based amplitude panning (VBAP) versus linear panning (LP). 359-370.Full Text via DOI: 10.1007/978-1-4614-3535-8_31
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2013Contrast enhancement in image pre-compensation for computer users with visual aberrations. 371-380.Full Text via DOI: 10.1007/978-1-4614-3535-8_32
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2013Digital filtering of the pupil diameter signal for affective assessment of a computer user. 183-196.Full Text via DOI: 10.1007/978-1-4614-3558-7_15
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2013Exploring modeling language for multi-touch systems using Petri nets. 361-364.Full Text via DOI: 10.1145/2512349.2512400
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2013Image pre-compensation for visually impaired computer users with variable pupil size. 171-182.Full Text via DOI: 10.1007/978-1-4614-3558-7_14
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2013Interaction with 3D environments using multi-touch screens. 381-392.Full Text via DOI: 10.1007/978-1-4614-3535-8_33
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2013Super-resolution Analysis for Passive Microwave Images Using FIPOCSFull Text via DOI: 10.1117/12.2010721 Web of Science: 000318540900005
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2012
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2012Evaluation of dynamic image pre-compensation for computer users with severe refractive error. 175-182.Full Text via DOI: 10.1145/2384916.2384947
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2012Generating thermal facial signatures using thermal infrared images. 21-24.Full Text via DOI: 10.1109/ESPA.2012.6152436
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2011Paravirtualization for scientific computing: Performance analysis and prediction. 536-543.Full Text via DOI: 10.1109/HPCC.2011.76
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2010Leveraging cloud computing in geodatabase management. 73-78.Full Text via DOI: 10.1109/GrC.2010.163
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2010
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2010A Comparative Study on the Performance of the Parallel and Distributing Computing Operation in MatLab. 150-157.Full Text via DOI: 10.1109/AINA.2010.102 Web of Science: 000299433200023
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2010Affective assessment of a computer user through the processing of the pupil diameter signal. 189-194.Full Text via DOI: 10.1007/978-90-481-9112-3_32
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2010Decomposition of head-related transfer functions into multiple damped and delayed sinusoidals. 273-278.Full Text via DOI: 10.1007/978-90-481-3660-5_46
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2010Multi-Step EMG classification algorithm for human-computer interaction. 183-188.Full Text via DOI: 10.1007/978-90-481-9112-3_31
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2009FUNCTIONAL MAGNETIC RESONANCE IMAGING GROUP DECISION MAKING BASED ON BRAIN ASYMMETRY. 210-211.Web of Science: 000270550500449
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2009
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2009On the efficacy of present grid computing software for deploying a medical grid. 81-86.Full Text via DOI: 10.1145/1565799.1565818
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2009A new algorithm as an extension to the gradient descent method for functional brain activation classification. 125-128.Full Text via DOI: 10.1007/978-3-642-01697-4_44
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2009Classification of typical and atypical language network activations using nonlinear decision functions. 129-130.Full Text via DOI: 10.1007/978-3-642-01697-4_45
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2009Comparative analysis of noninvasively monitored biosignals for affective assessment of a computer user. 255-260.Full Text via DOI: 10.1007/978-3-642-01697-4_90
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2009The merit of principal component analysis in fMRI language pattern recognition for pediatric epilepsy. 123-124.Full Text via DOI: 10.1007/978-3-642-01697-4_43
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2009
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2009A Computational Efficient Iris Extraction Approach in Unconstrained Environments. 17-23.Web of Science: 000276176000003
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2009A Client-Server Architecture for Context-Aware Search Application. 539-546.Full Text via DOI: 10.1109/NBiS.2009.75 Web of Science: 000277210700084
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2009
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2009A NEW UNCONSTRAINED IRIS IMAGE ANALYSIS AND SEGMENTATION METHOD IN BIOMETRICS. 13-16.Web of Science: 000270678400004
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2009INTEGRATION OF EMG AND EGT MODALITIES FOR THE DEVELOPMENT OF AN ENHANCED CURSOR CONTROL SYSTEM. 399-414.Full Text via DOI: 10.1142/S0218213009000202 Web of Science: 000269776100004
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2009A Contextualized and Personalized Approach for Mobile Search. 966-+.Full Text via DOI: 10.1109/WAINA.2009.187 Web of Science: 000271364200162
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2009Toward fMRI Group Identification Based on Brain Lateralization. 1025-+.Full Text via DOI: 10.1109/WAINA.2009.62 Web of Science: 000271364200172
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2009COMPARISON OF PUPILLARY LIGHT REFLEX SYTEM MODELING WITH H(infinity) AND LMS ADAPTIVE ALGORITHMS. 167-171.Full Text via DOI: 10.1109/DSP.2009.4785915 Web of Science: 000267715800031
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2009DECOMPOSITION OF HEAD-RELATED TRANSFER FUNCTIONS BASED ON THE HANKEL TOTAL LEAST SQUARES METHOD. 161-166.Full Text via DOI: 10.1109/DSP.2009.4785914 Web of Science: 000267715800030
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2008A robust segmentation approach to iris recognition based on videoFull Text via DOI: 10.1109/AIPR.2008.4906441
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2008Pupil diameter measurements: Untapped potential to enhance computer interaction for eye tracker users?. 269-270.Full Text via DOI: 10.1145/1414471.1414532
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2008Transparent grid enablement of weather research and forecastingFull Text via DOI: 10.1145/1341811.1341854
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2008A Comparative Study of Multilinear Principal Component Analysis for Face Recognition. 250-255.Web of Science: 000270443200041
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2008A Robust Segmentation Approach to Iris Recognition Based on Video. 30-37.Web of Science: 000270443200006
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2008Towards an efficient and extensible grid-based data storage solution. 659-666.Full Text via DOI: 10.1109/AINA.2008.144
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2008
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2008Automated book reader design for persons with blindness. 318-+.Web of Science: 000258398900047
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2008
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2008A Conceptual Approach to Teaching Induction for Computer Science. 9-13.Web of Science: 000265741800004
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2008Digital image inverse filtering for improving visual acuity for computer users with visual aberrations. 957-966.Full Text via DOI: 10.1080/17415970802082823 Web of Science: 000260763600002
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2007
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2007Content-based image retrieval. 26-31.
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2007
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2007
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2007Web service security. 7-13.
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2007
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2007Evaluation of Onscreen Precompensation Algorithms for Computer Users with Visual Aberrations. 219-220.Web of Science: 000268617200029
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2007Performance Analysis of an Integrated Eye Gaze Tracking/Electromyogram Cursor Control System. 233-234.Web of Science: 000268617200036
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2007Optimal accumulation of log-transformed data. 66-66.Web of Science: 000246660200111
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2007A practical EEG study on autism using artificial neural networks. 41-+.Web of Science: 000246337600008
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2007Can EEG processing reveal seizure prediction patterns?. 47-+.Web of Science: 000246337600009
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2007MIND: A tiled display visualization system at Cate/FIU. 68-+.Web of Science: 000246337600013
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2006A multi-domain approach for enhancing text display for users with visual aberrations. 34-39.Full Text via DOI: 10.1145/1168987.1168995
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2006
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2006An algorithm for massive loading of raster geo-spatial data. 11-16.Web of Science: 000250912900003
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2006Encryption models for patient record databases. 1-4.Web of Science: 000250912900001
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2006Native XML database management. 22-27.Web of Science: 000250912900005
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2006On the feasibility of a satewide patient record database. 5-10.Web of Science: 000250912900002
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2006Patient flow optimization model. 17-21.Web of Science: 000250912900004
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2006An integrated design for a myoelectrically-based writing module for a controlled prosthesis. 926-934.Web of Science: 000239519000135
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2006Automated book reader for persons with blindness. 1094-1101.Web of Science: 000239519000159
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2006An inverse solution to functional brain mapping in. language processing using an eigensystem study. 437-452.Full Text via DOI: 10.1080/17415970600574138 Web of Science: 000239428900009
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2005
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2005
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2005A new clustering algorithm of large datasets with O(N) computational complexity. 79-82.Web of Science: 000233058700014
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2005LOCALIZATION OF BRAIN ACTIVATION THROUGH INTEGRATION OF OPTICAL TOPOGRAPHY AND MAGNETIC RESONANCE IMAGING. 588-599.Full Text via DOI: 10.1142/9789812702098_0053
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2005USE OF EEG RECORDINGS AS VALID MEASURES OF KINESTHETIC AND VISUAL IMAGERY ABILITY. 565-575.Full Text via DOI: 10.1142/9789812702098_0051
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2005Improving computer interaction for users with visual acuity deficiencies through inverse point spread function processing. 421-427.Full Text via DOI: 10.1109/SECON.2005.1423281 Web of Science: 000228954600070
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2005
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2005Verification of computer display pre-compensation for visual aberrations in an artificial eye. 210-211.Full Text via DOI: 10.1145/1090785.1090834
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2004Wavelet-domain shift invariant motion estimation and compensation. 49-52.Web of Science: 000227714000013
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2004Integrating computers and holography for three-dimensional auto-stereoscopic imaging. 333-338.Web of Science: 000228521000055
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2004Use of threat modeling when architecting a healthcare system. 6-12.Web of Science: 000227674200002
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2004
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2004Minimization of boundary artifacts on scalable image compression using symmetric-extended wavelet transform. 598-602.Full Text via DOI: 10.1109/ITCC.2004.1286529 Web of Science: 000221352500107
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2003Video compression analysis based on fast motion estimation algorithms. 185-190.Web of Science: 000189126000034
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2003
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2003
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2003
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20033-D source localization of epileptic foci integrating EEG and MRI. 209-215.Web of Science: 000187954400037
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2003An integrated approach to localize epileptic foci using relative spect subtraction. 222-228.Web of Science: 000187954400039
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2003An optimized artificial,l neural network approach for epileptiform activity recognition. 342-348.Web of Science: 000187954400061
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2001Algebraic reconstruction technique fusing with pointwise measurements in optical computerized tomography. 208-218.Full Text via DOI: 10.1117/12.444162 Web of Science: 000174463400021
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2001
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1995A clustering technique for random data classification. 316-321.Web of Science: A1995BE26Y00056
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1992A STEREO MATCHING PROCESS FOR THE RECOVERY OF DEPTH INFORMATION. 118-123.Full Text via DOI: 10.1109/SECON.1992.202321 Web of Science: A1992BW25T00028
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1992Stereotactic surgical planning using three dimensional reconstruction and artificial neural networks. 612-615.Full Text via DOI: 10.1109/CBMS.1992.245025
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1985
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Letter
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1997A similarity measure for stereo feature matching. 1460-1464.Full Text via DOI: 10.1109/83.624977 Web of Science: A1997XX23600014
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1994A STEREO MATCHING PARADIGM-BASED ON THE WALSH TRANSFORMATION. 1212-1218.Full Text via DOI: 10.1109/34.387486 Web of Science: A1994QA71500006
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Other Scholarly Work
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2012Dynamic Image Pre-Compensation for Computer Access by Individuals with Ocular Aberrations. 3320-3323.Web of Science: 000313296503136
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2011Affective Assessment of Computer Users Based on Processing the Pupil Diameter Signal. 2594-2597.Web of Science: 000298810002083
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2011Vision Correction for Computer Users Based on Image Pre-Compensation with Changing Pupil Size. 4868-4871.Web of Science: 000298810003297
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2009fMRI activation pattern recognition: A novel application of PCA in Language Network of Pediatric Localization Related Epilepsy. 5397-+.Full Text via DOI: 10.1109/IEMBS.2009.5332811 Web of Science: 000280543604076
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20063-D brain segmentation towards the integration of DTI and MRI modalities. 326-331.Web of Science: 000239353700054
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2006
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2006
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2004
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2004
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2002A synergistic text compression method - STCM. 2773-2776.Web of Science: 000177510400694
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2001Development of a hybrid hands-off human computer interface based on Electromyogram signals and eye-gaze tracking. 1423-1426.Full Text via DOI: 10.1109/IEMBS.2001.1020469 Web of Science: 000178871900395
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2000
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2000
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Preprint
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Proceedings Paper
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1986Discrimination of upright objects from flat-lying objects in automated guidance of roving robots. 591-598.Full Text via DOI: 10.1117/12.964178
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Review
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2020Survey on mixed impulse and Gaussian denoising filters. 4027-4038.Full Text via DOI: 10.1049/iet-ipr.2018.6335 Web of Science: 000629318400002
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2019A comprehensive survey on impulse and Gaussian denoising filters for digital images. 236-260.Full Text via DOI: 10.1016/j.sigpro.2018.12.006 Web of Science: 000457667000023
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2015Insights into cognitive aging and Alzheimer's disease using amyloid PET and structural MRI scans. 65-74.Full Text via DOI: 10.1007/s40336-015-0110-6 Web of Science: 000218680500008
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2006A .NET solution for distributed computing applications. 24-28.Full Text via DOI: 10.1109/MP.2006.1649006
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Works By Students
chaired theses and dissertations
- Li, Chunfei, Multimodal Imaging for Enhanced Diagnosis and for Assessing Progression of Alzheimer’s Disease 2018
- Wang, Xue, An Integrated Multi-modal Registration Technique for Medical Imaging 2017
- Galarza, Luis E., A Book Reader Design for Persons with Visual Impairment and Blindness 2017
- Guo, Lilin, A Biologically Plausible Supervised Learning Method for Spiking Neurons with Real-world Applications 2016
- Bidgoli, Seyed Mohammad Amin Motahari, An Optical Design Configuration for Wireless Data Transmission 2016
- Wang, Zhenzhong, System Design and Implementation of a Fast and Accurate Bio-Inspired Spiking Neural Network 2015
- Zhou, Qi, An Integrated Neuroimaging Approach for the Prediction and Analysis of Alzheimer’s Disease and its Prodromal Stages 2015
- Sargolzaei, Saman, Intracranial Volume Estimation and Graph Theoretical Analysis of Brain Functional Connectivity Networks 2015
- Vedala, Krishnatej, A Novel Signal Processing Method for Intraoperative Neurophysiological Monitoring in Spinal Surgeries 2013
- McCall, Paul D, Modeling, Simulation, and Characterization of Space Debris in low-Earth Orbit 2013
- Eddin, Anas Salah, Network Construction and Graph Theoretical Analysis of Functional Language Networks in Pediatric Epilepsy 2013
- Delgado, Javier, Scheduling Medical Application Workloads on Virtualized Computing Systems 2012
- Goryawala, Mohammed, A Novel 3-D Segmentation Algorithm for Anatomic Liver and Tumor Volume Calculations for Liver Cancer Treatment Planning 2012
- Tamayo, Ana M Guzman, Thermal Imaging As A Biometrics Approach To Facial Signature Authentication 2011
- Lahlou, Mouncef, Color-Based Surface Reflectance Separation for Scene Illumination Estimation and Rendering 2011
- Han, Changan, Neural Network Based Off-line Handwritten Text Recognition System 2011
- Rossman, Mark A, Automated Detection of Hematological Abnormalities through Classification of Flow Cytometric Data Patterns 2011
- Chen, Yu, A Highly Efficient Biometrics Approach for Unconstrained Iris Segmentation and Recognition 2010
- Wang, Jin, An Incremental Multilinear System for Human Face Learning and Recognition 2010
- You, Xiaozhen, Principal Component Analysis and Assessment of Language Network Activation Patterns in Pediatric Epilepsy 2010
- Ayala, Melvin, A Research Platform for Artificial Neural Networks with Applications in Pediatric Epilepsy 2009
- Gui, Feng, Development of a New Client-Server Architecture for Context Aware Mobile Computing 2009
- Wang, Lu, Design of an Automated Book Reader as an Assistive Technology for Blind Persons 2007
- Delgado, Javier, A grid computing network platform for enhanced data management and visualization 2007
- Cabrerizo, Mercedes, Subdural electroencephalogram analysis for extracting discriminating measures in epileptogenic data 2006
- DeZulueta, Monica, A novel neural network based system for assessing risks associated with information technology security breaches 2004
- Cai, Weiting, High performance shift invariant motion estimation and compensation in wavelet domain video compression 2003
- Cabrerizo, Mercedes, A new algorithm for electroencephalogram functional brain mapping based on an auditory-comprehension process 2003
- Docurro, Manuel J., Three-dimensional autostereoscopic imaging by computer based holography techniques 2003
- Patricio, Vidal J., A mathematical resolution to log transformations and the binning effect in applied processing of data in flow cytometry 2003
- Blandon, Julio Cesar, A novel lossless compression technique for text data 1999
- Duranza, Sonia, Three-dimensional image analysis using confocal microscopy 1998
- Fernandez, Noemi, Statistical information processing for data classification 1996
- Candocia, Frank Martin, A new stereo matching paradigm for the recovery of the third dimension in two-dimensional images 1993
Research
principal investigator on
- MRI: Development of an Instrument for a Comprehensive Study of Alzheimer's Disease: Multimodal Imaging, Visualization, Machine Learning and Therapeutic Brain Stimulation awarded by National Science Foundation 2019 - 2024
- BPC-AE: An Extended CAHSI Alliance to Broaden Participation in Graduate Studies awarded by National Science Foundation 2021 - 2023
- BPC-AE: Computing Alliance of Hispanic-Serving Institutions-Building a Resilient, Sustainable, and Adaptable CAHSI Ecosystem awarded by National Science Foundation 2016 - 2022
- INCLUDES Alliance: The Computing Alliance of Hispanic-Serving Institutions awarded by National Science Foundation 2018 - 2022
- Florida Alzheimer's Disease Research Center: Biomarker Core awarded by National Institutes of Health 2021 - 2022
- MRI: Development of an Integrated Neuroimaging Instrument with Temporal and Spatial Alignments for Brain Research awarded by National Science Foundation 2015 - 2021
- Florida Alzheimer's Disease Research Center: Biomarker Core awarded by National Institutes of Health 2020 - 2021
- BPC-AE: Computing Alliance of Hispanic-Serving Institutions (CAHSI) Renewal awarded by National Science Foundation 2011 - 2018
- The Ware Foundation Research Endowment. awarded by Ware Foundation 2004 - 2016
- MRI-R2: Development of an Instrument for Information Science and Computing in Neuroscience awarded by National Science Foundation 2010 - 2015
- A Consortium to Study Novel Markers of Early Alzheimer's disease awarded by Florida Department of Health 2015
- Imaging for Alzheimer Detection and Prediction awarded by Mount Sinai Medical Center 2013 - 2015
- SBIR/CREST Phase Iia: Efficient Comparative Effective Research Tools In Real Time Environment awarded by National Science Foundation 2013 - 2014
- The Computing Alliance of Hispanic Serving Institutions awarded by National Science Foundation 2008 - 2012
- Functional Brain Mapping in Pediatric Epilepsy awarded by Ware Foundation 2009 - 2011
- Hardware-Software Integration for the Design of Real-Time Prototypes Merging Assistive Technologies to Neuroscience. awarded by National Science Foundation 2004 - 2010
- BPC-A: The Computing Alliance of Hispanic-Serving Institutions. awarded by National Science Foundation 2006 - 2010
- Remission in Pediatric Epilepsy. awarded by Children's Memorial Hospital 2007 - 2008
- Multi-Site Pediatric Network for fMRI Mapping in Childhood Epilepsy. awarded by American Epilepsy Society 2005 - 2007
- Imaging Algorithms for a Human-to-Computer Interface-Danmary Sanchez awarded by National Science Foundation 1999 - 2005
co-principal investigator on
- MRI: Development of an Instrument for Acquisition, Management, and Analysis of Super-resolution Aerial Imagery awarded by National Science Foundation 2014 - 2019
- CREST: Center for Innovative Information Systems Engineering awarded by National Science Foundation 2008 - 2016
- Collaborative Research: Data Correlation and Fusion for Medical Monitoring awarded by National Science Foundation 2012 - 2014
- Development of a Highly Integrated Instrumentation Setup for Affective Sensing Research awarded by National Science Foundation 2007 - 2009
- CREST: Center for Emerging Technologies for Advanced Information Processing and High-Confidence Systems. awarded by National Science Foundation 2003 - 2009
subproject principal investigator on
- Graduate Research Fellowship Program awarded by National Science Foundation 2015 - 2021
- CREST: Center for Innovative Information Systems Engineering awarded by National Science Foundation 2008 - 2016
- NSF Graduate Research Fellowship for Meagan Dunphy-Daly. awarded by National Science Foundation 2003 - 2010
investigator on
Contact
full name
- Malek Adjouadi
Identifiers
ORCID iD
- https://orcid.org/0000-0001-5380-3155 (confirmed)
visualizations
publication subject areas
- Acoustics
- Biochemistry & Molecular Biology
- Biotechnology & Applied Microbiology
- Chemistry
- Computer Science
- Education & Educational Research
- Engineering
- Environmental Sciences & Ecology
- Hematology
- Imaging Science & Photographic Technology
- Instruments & Instrumentation
- Life Sciences & Biomedicine - Other Topics
- Materials Science
- Mathematical & Computational Biology
- Mathematics
- Medical Informatics
- Neurosciences & Neurology
- Optics
- Physics
- Radiology, Nuclear Medicine & Medical Imaging
- Remote Sensing
- Research & Experimental Medicine
- Science & Technology - Other Topics
- Telecommunications